PUBLICATIONS: PUBLICATIONS:    F.D. MURTAGH

1. Monographs, Textbooks, Topical Volumes, Edited Conference Proceedings:

  1. F. Murtagh, Data Science Foundations: Geometry and Topology of Complex Hierarchic Systems and Big Data Analytics, Chapman and Hall, CRC Press, 2017.
    Book web site.
    Datasets and Software Accompanying This Book.

  2. C. Hennig, M. Meila, F. Murtagh and R. Rocci, Eds., Handbook of Cluster Analysis, Chapman and Hall/CRC Press (Taylor and Francis), 2015.

  3. Starck, J.-L., Murtagh, F. and Fadili, J., Sparse Image and Signal Processing: Wavelets, Curvelets, Morphological Diversity, Cambridge University Press, 2010. Book site. Software, data. Sparse Image and Signal Processing: Wavelets and Related Geometric Multiscale Analysis, Cambridge University Press, 2nd edn. Jan. 2016. Amazon.co.uk

  4. M. Gettler Summa, L. Bottou, B. Goldfarb, F. Murtagh, C. Pardoux and M. Touati, Eds., Statistical Learning and Data Science, Chapman & Hall/CRC (Computer Science and Data Analysis series), December 2011. (Amazon.)

  5. Murtagh, F., Correspondence Analysis and Data Coding with R and Java, Chapman and Hall/CRC Press, 2005. Book site.

  6. Starck, J.-L., and Murtagh, F., Astronomical Image and Data Analysis, Springer-Verlag, 2002. (Hardcover, ISBN 3-540-42885-2.) Book online. 2006: 2nd edition.

  7. Starck, J.-L., Murtagh, F. and Bijaoui, A., Image Processing and Data Analysis: The Multiscale Approach, Cambridge University Press, 1998. (Hardback and softback, ISBN 0-521-59084-1 and 0-521-59914-8.) Book online.

  8. F. Murtagh, Ed., Imaging and Vision, Proceedings of the SPIE, Volume 5823, SPIE, Bellingham, 2005.

  9. Starck, J.-L. and Murtagh, F., Eds., Astronomical Data Analysis II , Proceedings of SPIE, Volume 4847, SPIE, Bellingham, 2002.

  10. A. Shearer, F. Murtagh, J. Mahon and P. Whelan, Eds., Opto-Ireland 2002: Optical Metrology, Imaging, and Machine Vision, Proceedings of SPIE, Volume 4877, SPIE Bellingham, 2002.

  11. Starck, J.-L. and Murtagh, F., Eds., Astronomical Data Analysis, Proceedings of SPIE, Volume 4477, SPIE, Bellingham, 2001.

  12. N.D. Black , P.J. McCullagh , B.J. Meenan and F. Murtagh, Eds., Sixth Bienial Conference of the European Society for Engineering and Medicine, 2001, 242 pp., ISBN: 1 58603 186 4, IOS Press, Amsterdam.

  13. Campbell, J. and Murtagh, F., Eds., Proceedings IMVIP 2000 - Irish Machine Vision and Image Processing Conference, Queen's University Belfast, 2000.

  14. Murtagh, F., Campbell, J. and Mc Kevitt, P., Eds., Proceedings Irish Machine Vision and Image Processing Conferences, and Eighth Irish Conference on Artificial Intelligence, Vols. I, II, University of Ulster, 1997.

  15. Murtagh, F., Editor, Classification Literature Automated Search Service. Published by Classification Society of North America. ISSN 0731-4043.

    Annual bibliographic service, app. 150 pp. Editor-in-Chief from late 1993. Staff: one part-time administrator, St. John's Newfoundland. Formerly printed by Sheridan Press, Penn. From 1995 on diskette. Now on CD.

  16. M.C. Maccarone, F. Murtagh, M. Kurtz and A. Bijaoui, Eds. Advanced Techniques and Methods for Astronomical Information Handling, Proceedings of the Sonthofen Conference, 17-18 September 1997, Observatoire de la Côte d'Azur, 1998.

  17. Murtagh, F. (with Heck, A., Editors), Intelligent Information Retrieval: The Case of Astronomy and Related Space Sciences, Kluwer Academic Publishers, Dordrecht, 1993. ISBN 0-7923-2295-9.

    A topical volume, published around the time of the release of the Mosaic browser. Includes chapters on WAIS, Gopher and pre-Mosaic WWW.

  18. Heck, A. and Murtagh, F. (Editors), Astronomy from Large Databases II, European Southern Observatory, Garching, Conf. & Workshop Proc. 43, ISBN 3-923524-47-1, 1993. Approx. 300 pp.

  19. Würtz, D. and Murtagh, F. (Editors), Parallel Problem Solving from Nature - Applications in Statistics and Economics, EUROSTAT - Statistical Office of the EC, Luxembourg, 1992, 192 pp.

  20. Murtagh, F. (Editor), Neural Networks for Statistical and Economic Data, EUROSTAT - Statistical Office of the EC, Luxembourg, 1991, 210 pp.

  21. Jaschek, C. and Murtagh, F. (Editors), Errors, Bias, and Uncertainties in Astronomy, Cambridge University Press, 1990. ISBN 0-521-393000-0.

  22. Grosbøl, P., Murtagh, F. and Warmels, R.H. (Editors), 1st ESO/ST-ECF Data Analysis Workshop Proceedings, European Southern Observatory, Garching, 1989. ISBN 3-923524-32-3.

  23. Murtagh, F. and Heck, A. (Editors), Knowledge Based Systems in Astronomy, Springer-Verlag, Heidelberg, Berlin, New York, 1989. ISBN 3 540 51044 3 and 0 387 51044 3.

    Topical volume. Includes e.g. influential work on Hubble Space Telescope scheduling using a stochastic Hopfield-like network. A company, Interval Logic, was subsequently established to market this in the area of semiconductor chip production. This company was later acquired by Boston-based PRI Automation.

  24. Murtagh, F. and Heck, A. (Editors), Astronomy from Large Databases: Scientific Objectives and Methodological Approaches, European Southern Observatory, Garching, 1988. ISBN 3 923524 28 5. Approx. 300 pp.

    Conference Proceedings. Represents work on hypertext and information retrieval, among other topics, which grew into the Astrophysical Data System, housing the online astronomical literature.

  25. Murtagh, F. and Heck, A., Multivariate Data Analysis, Kluwer Academic Publishers, Dordrecht, 1987.

    Hardbound: ISBN 90 277 2425 3, Paperback: ISBN 90 277 2426 1, Software: ISBN 90 277 9154 6. Reprint: October 1988.

  26. Murtagh, F., Multidimensional Clustering Algorithms, Physica-Verlag, Heidelberg and Vienna, 1985 (ISBN 3 7051 0008 4).

Journal special issues:

Image and Vision Computing, Special Issue, Advances in Representation and Learning for Big Multimedia Analytics. Manuscript submission: 1 February 2018. Guest editors: Professor Weifeng Liu, China University of Petroleum (East China); Professor Jun Yu, Hangzhou Dianzi University, China; Professor Fionn Murtagh.

Special Issue "Big Visual Data Processing and Analytics", Journal of Imaging, Guest Editors: Prof. Dr. Xinmei Tian, Prof. Dr. Fionn Murtagh, Prof. Dr. Dacheng Tao.

Guest Editor of special issue on Computational Psychoanalysis, International Journal of Cognitive Informatics and Natural Intelligence, Volume 8, Issue 4, Oct.-Dec. 2014.

F. Murtagh has been Guest Editor of a special issue of Journal of Classification, on Classification and Geometric Data Analysis, Volume 31, Issue 1, 2014.

* F. Murtagh, J.L. Starck and T. Loredo, guest editors, Statistical Methodology on Astronomical Data Analysis, Volume 9, Issues 1-2, Pages 1-284 (January-March 2012).

* F. Murtagh has been a Guest Editor on 3 occasions for the journal Vistas in Astronomy, for issues on computational themes.

* F. Murtagh was Guest Editor of a special issue of The Computer Journal on ``Clustering and Classification'', Vol. 41, No. 8, 1998.

* F. Murtagh was a Guest Editor with D. Egret of a special issue of Computer Physics Communications on "Knowledge Discovery in Astronomy", 2000. F. Murtagh and D. Egret, Foreword to articles on "From information to knowledge using astronomical databases", Computer Physics Communications, 127, 175-176, 2000.

* F. Murtagh was a Guest Editor of a special issue of Neurocomputing Letters on "Neural Networks for Satellite and Environmental Data Modeling and Analysis", Vol. 30, 2000.

* F. Murtagh was Guest Editor with R. Molina, of a special issue of IEEE Signal Processing Magazine, March 2001.

* F. Murtagh, Guest editorial preface, International Journal of Cognitive Informatics and Natural Intelligence, IJCINI, 8 (4), iv-v, 2014.



2. Papers in Refereed Journals and Refereed Volumes:

  1. F. Murtagh and P. Contreras, "Algorithms for Hierarchical Clustering: An Overview, II", Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery, Published Online: Sept. 04 2017, DOI: 10.1002/widm.1219..
  2. F. Murtagh and M. Farid, "Contextualizing Geometric Data Analysis and Related Data Analytics: A Virtual Microscope for Big Data Analytics", Journal of Interdisciplinary Methodologies and Issues in Science, Vol. 3, June 2017. JIMIS journal's web page. Also the published article.
  3. F. Murtagh, M. Orlov and B. Mirkin, "Qualitative Judgement of Research Impact: Domain Taxonomy as a Fundamental Framework for Judgement of the Quality of Research", Journal of Classification, in press, 2017.
  4. F. Murtagh and G. Iurato, "Visualization of Jacques Lacan's Registers of the Psychoanalytic Field, and Discovery of Metaphor and of Metonymy. Analytical Case Study of Edgar Allan Poe's "The Purloined Letter"", Language and Psychoanalysis, 6(2), 1-32, 2017.
    Open access
  5. Zhongheng Zhang, Fionn Murtagh, Sven Van Poucke, Su Lin, Peng Lan, "Hierarchical cluster analysis in clinical research with heterogeneous study population: highlighting its visualization with R", Annals of Translational Medicine, 5(4), Feb. 2017. http://atm.amegroups.com/article/view/13789/pdf
  6. F. Murtagh and P. Contreras, "Clustering through high dimensional data scaling: applications and implementations", Archives of Data Science, Series A, 2(1), 1-16, 2017. Article in issue 2(1) here.
  7. A. Casey, S. Ahmadi and F. Murtagh, "Exploring the relationship article level metrics with linguistic patterns and quantities", Archives of Data Science, Series A, 2(1), 1-13, 2017.
  8. F. Murtagh, discussion contribution in: P. Allin and D.J. Hand, "New statistics for old? - Measuring the wellbeing of the UK", Journal of the Royal Statistical Society: Series A (Statistics in Society), 180 (1), 3-43, Jan. 2017.
  9. F. Murtagh and G. Iurato, "Human behaviour, benign or malevolent: understanding the human psyche, performing therapy, based on affective mentalization and Matte-Blanco's bi-logic", Annals of Translational Medicine, 4(24), 2016. Article in this issue.
  10. F. Murtagh and P. Contreras, "Direct reading algorithm for hierarchical clustering", Electronic Notes in Discrete Mathematics, 56, 37-42, 2016.
  11. G. Iurato, A. Khrennikov, F. Murtagh, "Formal foundations for the origins of human consciousness", p-Adic Numbers, Ultrametric Analysis and Applications, 8(4), 249-279, 2016.
  12. K. Englmeier, F. Murtagh, "Interaction for Information Discovery Empowering Information Consumers", Human Computer Interaction, 4, 252-262, 2016.

  13. F. Murtagh, "Sparse p-Adic Data Coding for Computationally Efficient and Effective Big Data Analytics", p-Adic Numbers, Ultrametric Analysis and Applications, 8(3), 236-247, 2016.

  14. F. Murtagh, M. Pianosi, R. Bull, "Semantic Mapping of Discourse and Activity, Using Habermas's Theory of Communicative Action to Analyze Process", Quality and Quantity, 50(4), 1675-1694, 2016.

  15. F. Murtagh and M.J. Kurtz, "The Classification Society's Bibliography over four decades: History and content analysis", Journal of Classification, 33 (1), 6-29, 2016.

  16. F. Murtagh, discussion contribution in: C. Varin, M. Cattelan, D. Firth, "Statistical Modelling of Citation Exchange between Statistics Journals" (Read Paper, Royal Statistical Society, 13 May 2015), Journal of the Royal Statistical Society A, 179 (1), 1-63, 2016.

  17. F. Murtagh, discussion contribution in: N. Keiding and T.A. Louis, "Perils and Potentials of Self-Selected Entry to Epidemiological Studies and Surveys" (Read Paper, Royal Statistical Society, 12 August 2015), Journal of the Royal Statistical Society A, 179, (2), 319-376, 2016.

  18. F. Murtagh, A. Ganz, "Pattern Recognition in Narrative: Tracking Emotional Expression in Context", Journal of Data Mining and Digital Humanities, vol. 2015 (published May 26, 2015).

  19. Y. Wang (U. Calgary), E.T. Rolls (U. Warwick), N. Howard (MIT), V. Raskin (Purdue U.), W. Kinsner (U. Manitoba and TRLabs), F. Murtagh, V.C. Bhavsar (U. New Brunswick), S. Patel (London South Bank U.), D. Patel (London South Bank U.) and D.F. Shell (U. Nebraska-Lincoln), "Cognitive informatics: from information revolution to intelligence revolution", Intl. Jnl. of Software Science and Computation Intelligence, IJSSCI, 7(2), 52-71, 2015.

  20. F. Murtagh, "Pattern recognition of subconscious underpinnings of cognition using ultrametric topological mapping of thinking and memory", International Journal of Cognitive Informatics and Natural Intelligence (IJCINI), 8(4), 1-16, Oct.-Dec. 2014. (Also Guest editor of this Special Issue on Computational Psychoanalysis.)

  21. F. Murtagh, "Mathematical representations of Matte Blanco's bi-logic, based on metric space and ultrametric or hierarchical topology: towards practical application", Language and Psychoanalysis, 3(2), 40-63, 2014. Open access.

  22. F. Murtagh and P. Legendre, "Ward's hierarchical agglomerative clustering method: Which algorithms implement Ward's criterion?", Journal of Classification, 31 (3), 274-295, 2014.

  23. S. Bell, F. Murtagh and P. Weathers, Eds., C. Agrell, S. Bell, F. Bosco, D. Diamond, J. Emnéus, A. Guiseppi-Elie, A. Katusabe, J. Lynch, S. Morse, F.G. Moussy, F. Murtagh, P.K.R. Nair, P.J. Weathers, "Transdisciplinary Sustainability: The Council for Frontiers of Knowledge", International Journal of Transdisciplinary Research, 7(1), 1-26, 2014.

  24. F. Murtagh, "The new science of complex systems through ultrametric analysis: Application to search and discovery, to narrative and to thinking", Journal of p-Adic Numbers, Ultrametric Analysis and Applications, vol 5, no. 4, 326-337, 2013.

  25. P. Contreras and F. Murtagh, "Linear time Baire hierarchical clustering for enterprise information retrieval", International Journal of Software and Informatics, 6 (3), 363-380, 2012.

  26. F. Murtagh, "Ultrametric model of mind, I: Review", p-Adic Numbers, Ultrametric Analysis and Applications, 4, 193-206, 2012.

  27. F. Murtagh, "Ultrametric model of mind, II: Application to text content analysis", p-Adic Numbers, Ultrametric Analysis and Applications, 4, 207-221, 2012.

  28. F. Murtagh and P. Contreras, "Fast, Linear Time, m-Adic Hierarchical Clustering for Search and Retrieval using the Baire Metric, with linkages to Generalized Ultrametrics, Hashing, Formal Concept Analysis, and Precision of Data Measurement", p-Adic Numbers, Ultrametric Analysis and Applications, 4, 45-56, 2012.

  29. P. Contreras and F. Murtagh, "Fast, linear time hierarchical clustering using the Baire metric", Journal of Classification, 29, 118--143, 2012.

  30. F. Murtagh and P. Contreras, "Algorithms for hierarchical clustering: an overview", Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery, 2(1), 86-97, 2012.

  31. F. Murtagh, A. Ganz and J. Reddington, "New methods of analysis of narrative and semantics in support of interactivity", Entertainment Computing, 2, 115-121, 2011.

  32. F. Murtagh, "Not Finitude but Countability: Implications of Imagination Positing Countability in Time", Kritike, 5(1), 2011.
    http://www.kritike.org/journal/issue_9/murtagh_june2011.pdf

  33. F. Murtagh, M. Spagat and J.A. Restrepo, "Ultrametric Wavelet Regression of Multivariate Time Series: Application to Colombian Conflict Analysis", IEEE Transactions on Systems, Man, and Cybernetics--Part A: Systems and Humans, 41, 254--263, 2011.

  34. F. Murtagh and A. Ganz, "La sémantique d'un récit : état de l'art et perspectives", La Revue MODULAD, 42, 36--44, 2010.

  35. F. Murtagh, On ultrametric algorithmic information, Computer Journal, 53, 405-416, 2010.

  36. F. Murtagh, "The Correspondence Analysis platform for uncovering deep structure in data and information", Sixth Boole Lecture, Computer Journal, 53 (3), 304-315, 2010.

  37. F. Murtagh, A. Ganz, S. McKie, J. Mothe and K. Englmeier, "Tag Clouds for Displaying Semantics: The Case of Filmscripts", Information Visualization Journal, 9, 253-262, 2010.

  38. F. Murtagh, "Intellectual property in publishing and research: open access in biotechnology, life sciences, and software", CEPIS UPGRADE, The European Journal for the Informatics Professional, vol. XI, no. 4, pp. 50--64, Aug. 2010.

  39. F. Murtagh, P. Contreras and J.L. Starck, "Scale-Based Gaussian Coverings: Combining Intra and Inter Mixture Models in Image Segmentation", Entropy, 11 (3), 513-528, 2009.

  40. Yang Mu, Daching Tao, Xuelong Li and F. Murtagh, "Biologically inspired tensor features", Cognitive Computation, 1, 327-341, 2009.

  41. F. Murtagh, The remarkable simplicity of very high dimensional data: application to model-based clustering, Journal of Classification, 26, 249-277, 2009.

  42. D. Zervas, G.J. Nichols, R. Hall, H.R. Smyth, C. Lüthje and F. Murtagh, SedLog: a shareware program for drawing graphic logs and log data manipulation, Computers & Geosciences, 35, 2151-2159, 2009.

  43. F. Murtagh, Symmetry in data mining and analysis: a unifying view based on hierarchy, Proceedings of Steklov Institute of Mathematics, 265, 177-198, 2009.

  44. F. Murtagh, ``From data to the p-adic or ultrametic model'', p-Adic Numbers, Ultrametric Analysis and Applications, 1, 58-68, 2009.

  45. F. Murtagh, Between the information economy and student recruitment: present conjuncture and future prospects, CEPIS UPGRADE, The European Journal for the Informatics Professional, vol. IX, no. 5, pp. 56-64, Oct. 2008.

  46. F. Murtagh, "Origins of modern data analysis linked to the beginnings and early development of computer science and information engineering", Electronic Journal for History of Probability and Statistics, 4 (2), 2008.

  47. F. Murtagh, A. Ganz and S. McKie, "The structure of narrative: the case of film scripts", Pattern Recognition, 42, 302--312, 2009. (See discussion in Z. Merali, "Here's looking at you, kid. Software promises to identify blockbuster scripts.", Nature, 453, p. 708, 4 June 2008.)

  48. F. Murtagh and J.L. Starck, "Wavelet and curvelet moments for image classification: Application to aggregate mixture grading", Pattern Recognition Letters, 29, 1557--1564, 2008.

  49. H. Wang and F. Murtagh, A study of the neighborhood counting similarity, IEEE Transactions on Knowledge and Data Engineering, 20, 449-461, 2008.

  50. F. Murtagh, G. Downs and P. Contreras, Hierarchical clustering of massive, high dimensional data sets by exploiting ultrametric embedding, SIAM Journal on Scientific Computing, 30, 707-730, 2008.

  51. M.J. Fadili, J.L. Starck and F. Murtagh, Inpainting and zooming using sparse representations, Computer Journal, 52, 64-79, 2009.

  52. H. Hacihabiboglu and F. Murtagh, Perceptual simplification for model-based binaural room auralization, Applied Acoustics, 69, 715-727, 2008.

  53. F. Murtagh, The Haar wavelet transform of a dendrogram, Journal of Classification, 24, 3-32, 2007.

  54. D. Benaouda and F. Murtagh, Neuro-wavelet approach to time-series signals prediction: an example of electricity load and pool-price data, International Journal of Emerging Electric Power Systems, 8 (2), art. 5, 2007. Link.

  55. J.L. Starck, J. Fadili and F. Murtagh, The undecimated wavelet decomposition and its reconstruction, IEEE Transactions on Image Processing, 16, 297-309, 2007.

  56. D. Benaouda, F. Murtagh, J.L. Starck and O. Renaud, Wavelet-based nonlinear multiscale decomposition model for electricity load forecasting, Neurocomputing, 70, 139-154, 2006.

  57. H. Hacihabiboglu and F. Murtagh, An observational study of the precedence effect, Acta Acustica, 90, 440-456, 2006.

  58. O. Renaud, J.-L. Starck, F. Murtagh, Wavelet-based combined signal filtering and prediction, IEEE Transactions on Systems, Man, and Cybernetics, B - Cybernetics, 35, 1241-1251, 2005.

  59. S. Johnstone, P. Contreras, F. Murtagh and P. Sage, Peer-to-peer information access and retrieval, RTSI - Revue des Sciences et Technologies de l'Information, Série ISI - Ingénierie des Systèmes d'Information, 10, 101-122, 2005.

  60. F. Murtagh, A.E. Raftery and J.L. Starck, "Bayesian inference for multiband image segmentation via model-based cluster trees", Image and Vision Computing, 23, 587-596, 2005.

  61. F. Murtagh, X. Qiao, D. Crookes, P. Walsh, P.A.M. Basheer, A. Long, and J.L. Starck, "A machine vision appraoch to the grading of crushed aggregate", Machine Vision and Applications, 16, 229-235, 2005.

  62. F. Murtagh, X. Qiao, P. Walsh, P.A.M. Basheer, D. Crookes and A. Long, "Grading of construction aggregate through machine vision: results and prospects", Computers in Industry, 56, 905-917, 2005.

  63. F. Murtagh, "Identifying the ultrametricity of time series", European Physical Journal B, 43, 573-579, 2005.

  64. A.C. Katsiyannis, F. Murtagh and F. Keenan, Solar Physics, 228 (1--2), 323--338, 2005.

  65. F. Murtagh, "On ultrametricity, data coding, and computation", Journal of Classification, 21, 167-184, 2004.

  66. C. Collet and F. Murtagh, "Multiband segmentation based on a hierarchical Markov model", Pattern Recognition, 37, 2337-2347, 2004.

  67. F. Murtagh, J.L. Starck and O. Renaud, "On neuro-wavelet modeling", Decision Support Systems, 37, 475-484, 2004.

  68. N.D. McMillan, S.M. Riedel, B. O'Rourke, J. Hammond, G. Doyle, F. Murtagh, et al., "A flexible data mining toolkit for UV-visible spectrophotometry, tensiography and signal matching", Chemometrics and Intelligent Laboratory Systems, in press, 2004.

  69. F. Murtagh, D. Barreto and J. Marcello, "Decision boundaries using Bayes factors: the case of cloud masks", IEEE Transactions on Geoscience and Remote Sensing, 41, 2952-2958, 2003.

  70. A.C. Katsiyannis, D.R. Williams, R.T.J. McAteer, P.T. Gallagher, F.P. Keenan and F. Murtagh, "Eclipse observations of high-frequency oscillations in active region coronal loops", Astronomy and Astrophysics, 406, 709--714, 2003.

  71. J.L. Starck, M.K. Nguyen and F. Murtagh, "Wavelets and curvelets for image deconvolution: a combined approach", Signal Processing, 83 (10), 2279-2283, 2003.

  72. J.L. Starck, F. Murtagh, E.J. Candes and D.L. Donoho, "Gray and color image contrast enhancement by the curvelet transform", IEEE Transactions on Image Processing, 12, 706-717, 2003.

  73. O. Renaud, J.-L. Starck, F. Murtagh, Prediction Based on a Multiscale Decomposition, International Journal of Wavelets, Multiresolution and Information Processing, Vol. 1, No. 2, 217-232, 2003.

  74. F. Murtagh and J.L. Starck, Quantization from Bayes factors with application to multilevel thresholding, Pattern Recognition Letters, 24, 2001-2007, 2003. Paper.

  75. M. Köküer, F. Murtagh, N.D. McMillan, S. Riedel, B. O'Rourke, K. Beverly, A.T. Augousti and J. Mason, "A wavelet, Fourier, and PCA data analysis pipeline: application to distinguishing mixtures of liquids", Journal of Chemical Information and Computer Science, 43, 587-594, 2003.

  76. F. Murtagh and J.L. Starck, "Bayes factors for edge detection from wavelet product spaces", Optical Engineering, 42, 1375-1382, 2003.

  77. F. Murtagh, T. Taskaya, P. Contreras, J. Mothe and K. Englmeier, "Interactive visual user interfaces: a survey", Artificial Intelligence Review, 19, 263-283, 2003.

  78. M. Farid, F. Murtagh and J.L. Starck, "Computer display control and interaction using eye-gaze", Journal of the Society for Information Display, 10, 289-293, 2002.

  79. F. Murtagh, M. Louys, J.L. Starck and F. Bonnarel, "Compression of grayscale scientific and medical image data", CODATA Data Science Journal, 1, 111-127, 2002. Available at: www.datasciencejournal.org.

  80. F. Murtagh, J.L. Starck and M. Louys, "Distributed visual information management in astronomy", IEEE/AIP Computing in Science and Engineering, 4 (6), 14-23, Nov/Dec 2002.

  81. J.L. Starck, E. Pantin and F. Murtagh, "Deconvolution in astronomy: a review", Publications of the Astronomical Society of the Pacific, 114, 1051-1069, 2002.

  82. L.M.T. Carvalho, L.M.G. Fonseca, F. Murtagh and J.G.P.W. De Jong, "Change detection at multiple spatial scales with the aid of multiresolution wavelet analysis", International Journal of Remote Sensing, 22 (18), 3871-3876, 2001.

  83. F. Murtagh and J.L. Starck, "Wavelets and multiscale transforms in astronomical image processing", in J. Abello, P.M. Pardalos and M.G.C. Resende, Handbook of Massive Data Sets, Chapter 13, Kluwer, pp. 473-500, 2002.

  84. F. Murtagh, "Clustering in massive data sets", in J. Abello, P.M. Pardalos and M.G.C. Resende, Handbook of Massive Data Sets, Chapter 14, Kluwer, pp. 501-545, 2002.

  85. J. Campbell, F. Murtagh and M. Köküer, "DataLab-J: A signal and image processing laboratory for teaching and research", IEEE Transactions on Education, 44, 329-335, 2001.

  86. E. O'Shea, D. Banerjee, J.G. Doyle, B. Fleck and F. Murtagh, "Active region oscillations", Astronomy and Astrophysics, 368, 1095-1107, 2001.

  87. J.L. Starck and F. Murtagh, "Astronomical image and signal processing: looking at noise, information and scale", IEEE Signal Processing Magazine, 18, 30-40, 2001.

  88. J.L. Starck, F. Murtagh, P. Querre and F. Bonnarel, "Entropy and astronomical data analysis", Astronomy and Astrophysics, 368, 730-746, 2001.

  89. Z. Geradts, J. Bijhold, R. Hermsen and F. Murtagh, "Image matching algorithms for breech marks and firing pins in a database of spent cartridge cases of firearms", Forensic Science International, 119, 97-106, 2001.

  90. A. Aussem and F. Murtagh, "Web traffic demand forecasting using wavelet-based multiscale decomposition", International Journal of Intelligent Systems, 16, 215-236, 2001.

  91. F. Murtagh and J.L. Starck, "Multiscale image and data analysis", in A. Kent and J.G. Williams, Eds., Encyclopedia of Microcomputers, Volume 26, Supplement 5, A Kent and JG Williams, Eds., pp. 201-226, Marcel Dekker, New York, 2001.

  92. F. Murtagh and J.L. Starck, "New image modeling approaches", Surveys in Geophysics, 21, 229-239, 2000.

  93. J.L. Starck, A. Bijaoui, I. Valtchanov and F. Murtagh, "A combined approach for object detection and deconvolution", Astronomy and Astrophysics Supplement Series, 147, 1-10, 2000.

  94. D. Guillaume and F. Murtagh, "Clustering of XML documents", Computer Physics Communications, 127, 215-227, 2000.

  95. D. Egret, R.J. Hanisch and F. Murtagh, "Search and discovery tools for astronomical on-line resources and services", Astronomy and Astrophysics Supplement, 143, 137-143, 2000.

  96. Ph. Poinçot, S. Lesteven and F. Murtagh, "Maps of information spaces: assessments from astronomy", Journal of the American Society for Information Science, 51, 1081-1089, 2000.

  97. F. Murtagh, J.-L. Starck and M. Berry, "Overcoming the curse of dimensionality in clustering by means of the wavelet transform", The Computer Journal, 43, 107-120, 2000.

  98. F. Murtagh and J.-L. Starck, "Image processing through multiscale analysis and measurement noise modeling", Statistics and Computing, 10, 95-103, 2000.

  99. F. Murtagh, G. Zheng, J.G. Campbell and A. Aussem, "Neural network modeling for environmental prediction", Neurocomputing Letters, 30, 65-70, 2000.

  100. M. Louys, J.L. Starck and F. Murtagh, "Lossless compression of astronomical images", Irish Astronomical Journal, 26, 119-122, 1999.

  101. J.L. Starck and F. Murtagh, "Multiscale entropy filtering", Signal Processing, 76, 147-165, 1999.

  102. M. Louys, J.L. Starck, S. Mei, F. Bonnarel and F. Murtagh, "Astronomical image compression", Astronomy and Astrophysics Supplement Series, 136, 579-590, 1999.

  103. G. Zheng, J.L. Starck, J.G. Campbell and F. Murtagh, "The wavelet transform for filtering financial data streams", Journal of Computational Intelligence in Finance, 7, 18-35, 1999.

  104. J.G. Campbell, C. Fraley, D. Stanford, F. Murtagh and A.E. Raftery, "Model-based methods for real-time textile fault detection", International Journal of Imaging Systems and Technology, 10, 339-346, 1999.

  105. M. Morehart, F. Murtagh and J.L. Starck, "Spatial representation of economic and financial measures used in agriculture via wavelet analysis", International Journal of Geographic Information Systems, 13, 557-576, 1999.

  106. Hui Wang, D. Bell and F. Murtagh, "Axiomatic approach to feature subset selection based on relevance", IEEE Transactions on Pattern Analysis and Machine Intelligence, 21, 271-277, 1999.

  107. S. Mukherjee, E.D. Feigelson, G.J. Babu, F. Murtagh, C. Fraley and A. Raftery, "Three types of gamma ray bursts", The Astrophysical Journal, 508, 314-327, 1998.

  108. A. Aussem and F. Murtagh, "A neuro-wavelet strategy for Web traffic forecasting", Journal of Official Statistics, 1, 65-87, 1998.

  109. J.G. Campbell and F. Murtagh, "Automatic visual inspection of woven textiles using a two-stage defect detector", Optical Engineering, 37, 2536-2542, 1998.

  110. Murtagh, F., "Wedding the wavelet transform and multivariate data analysis", Journal of Classification, 15, 161-183, 1998.

  111. F. Murtagh and T.K. Gopalan, "Input data coding in multivariate data analysis: techniques and practice in correspondence analysis", Applied Statistics, 1998, submitted.

  112. J.-L. Starck and F. Murtagh, "Automatic noise estimation from the multiresolution support", Publications of the Astronomical Society of the Pacific, 110, 193-199, 1998. Online at
    http://www.journals.uchicago.edu/PASP/journal

  113. J.-L. Starck, F. Murtagh and R. Gastaud, "A new entropy measure based on the wavelet transform and noise modeling", IEEE Transactions on Circuits and Systems II: Analog and Digital Signal Processing, 45, 1118-1124, 1998.

  114. A. Aussem, J. Campbell and F. Murtagh, "Wavelet-based feature extraction and decomposition strategies for financial forecasting", Journal of Computational Intelligence in Finance, 6, 5-12, 1998.

  115. Ph. Poinçot, F. Murtagh and S. Lesteven, "A spatial user interface to the astronomical literature", Astronomy and Astrophysics Supplement Series, 130, 183-191, 1998. Online at
    http://www.edpsciences.com/articles/astro/abs/1998/10/ads1464/ads1464.html

  116. F. Murtagh, J.-L. Starck and M. Louys, "Very high quality image compression based on noise modeling", International Journal of Imaging Systems and Technology, 9, 38-45, 1998.

  117. F. Murtagh and J.-L. Starck, "Pattern clustering based on noise modeling in wavelet space", Pattern Recognition, 31, 847-855, 1998.

  118. J.G. Campbell, C. Fraley, F. Murtagh and A.E. Raftery, "Linear flaw detection in woven textiles using model-based clustering", Pattern Recognition Letters, 18, 1539-1548, 1997.

  119. Aussem, A. and Murtagh, F., ``Combining neural network forecasts on wavelet-transformed time series'', Connection Science, 9, 113-121, 1997.

  120. Murtagh, F., Aussem, A. and Starck, J.-L., ``Multiscale data analysis - information fusion and constant-time clustering'', Vistas in Astronomy, 41, 359-364, 1997. (Special issue, proceedings of European Science Foundation workshop, Granada, April 1997, editors R. Molina, F. Murtagh and A. Heck).

  121. F. Murtagh, ``Application de l'analyse factorielle et de l'analyse discriminante à des données colligées pour être soumises à des réseaux de cellules'', Les Cahiers de l'Analyse des Données, Vol. XXI, 53-74, 1996.

  122. J.-P. Benzécri and F. Murtagh, ``Discrimination des jonctions entre exon et intron dans les séquences d'acide désoxyribonucléique'', Les Cahiers de l'Analyse des Données, Vol. XXI, 133-148, 1996.

  123. Aussem, A., Murtagh, F. and Sarazin, M., ``Fuzzy astronomical seeing nowcasts with a dynamical and recurrent connectionist network'', International Journal of Neurocomputing, 13, 353-367, 1996.

  124. Starck, J.-L., Murtagh, F., Pirenne, B. and Albrecht, M., ``Astronomical image compression based on noise suppression'', Publications of the Astronomical Society of the Pacific, 108, 446-455, 1996.

  125. Murtagh, F., ``Neural networks for clustering'', in P. Arabie, L.J. Hubert and G. De Soete, eds., Combinatorial Data Analysis, World Scientific, New York, 235-269, 1996.

  126. Starck, J.-L., Murtagh, F. and Bijaoui, A., ``Multiresolution support applied to image filtering and restoration'', Graphical Models and Image Processing, 57, 420-431, 1995.

  127. Murtagh, F., Starck, J.-L. and Bijaoui, A., ``Multiresolution in astronomical image processing: a general framework'', International Journal of Imaging Systems and Technology, 6, 332-338, 1995.

  128. Aussem, A., Murtagh, F. and Sarazin, M., ``Dynamical recurrent neural networks - towards environmental time series prediction'', International Journal of Neural Systems, 6, 145-170, 1995.

  129. Murtagh, F., Aussem, A. and Sarazin, M., ``Nowcasting astronomical seeing: towards an operational approach'', Publications of the Astronomical Society of the Pacific, 107, 702-707, 1995.

  130. Murtagh, F., Starck, J.-L. and Bijaoui, A., ``Image restoration with noise suppression using a multiresolution support'', Astronomy and Astrophysics Supplement Series, 112, 179-189, 1995.

  131. Murtagh, F., ``Clustering moderately sized data sets using the Kohonen map approach'', Statistics in Transition (Journal of the Polish Statistical Society), 2, 151-162, 1995.

  132. Murtagh, F. and M. Hernández-Pajares, ``The Kohonen self-organizing map method: an assessment'', Journal of Classification, 12, 165-190, 1995.

  133. Murtagh, F., ``Interpreting the Kohonen self-organizing feature map using contiguity-constrained clustering'', Pattern Recognition Letters, 16, 399-408, 1995.

  134. Murtagh, F., ``Contiguity-constrained hierarchical clustering'', in I.J. Cox, P. Hansen and B. Julesz, eds., Partitioning Data Sets, DIMACS, AMS, 143-152, 1995.

  135. Aussem, A., Murtagh, F. and Sarazin, M., ``Dynamical recurrent neural networks and pattern recognition methods for time series prediction: application to seeing and temperature forecasting in the context of ESO's VLT Astronomical Weather Station'', Vistas in Astronomy, 38, 357-374, 1994.

  136. Starck, J.-L. and Murtagh, F., ``Image restoration with noise suppression using the wavelet transform'', Astronomy and Astrophysics, 288, 342-348, 1994.

  137. Bijaoui, A., Starck, J.-L. and Murtagh, F., ``Restauration des images multi-échelles par l'algorithme à trous'', Traitement du Signal, 11, 229-243, 1994.

  138. Murtagh, F., ``Neural networks and related massively parallel methods in statistics: an overview'', International Statistical Review, 62, 275-288, 1994.

  139. Hernández-Pajares, M., Floris, J. and Murtagh, F., ``How tracer objects can improve competitive learning algorithms in astronomy'', Vistas in Astronomy, 38, 317-330, 1994.

  140. Andernach, H., Hanisch, R. and Murtagh, F., ``Network resources for astronomers'', Publications of the Astronomical Society of the Pacific, 106, 1190-1216, 1994.

  141. Murtagh, F. and Sarazin, M., ``Nowcasting astronomical seeing: a study of ESO La Silla and Paranal'', Publications of the Astronomical Society of the Pacific, 105, 932-939, 1993.

  142. Murtagh, F., ``Cluster analysis using proximities'', in J. Hampton, R. Michalski, P. Theuns and I. Van Mechelen, Eds., Categories and Concepts: Theoretical Views and Inductive Data Analysis, Academic Press, New York, 225-245, 1993.

  143. Feigelson, E.D. and Murtagh, F., ``Public software for the astronomer: an overview'', Publications of the Astronomical Society of the Pacific, 104, 574-581, 1992.

  144. Murtagh, F., ``Contiguity-constrained clustering for image analysis'', Pattern Recognition Letters, 13, 677-683, 1992.

  145. Murtagh, F., ``Comments on: Parallel algorithms for hierarchical clustering and cluster validity'', IEEE Transactions on Pattern Analysis and Machine Intelligence, 14, 1056-1057, 1992.

  146. Murtagh, F., ``Multivariate analysis and classification of large astronomical databases (with discussion)'', in G.J. Babu and E.D. Feigelson (eds.), Statistical Challenges in Modern Astronomy, Springer-Verlag, New York, 449-474, 1992.

    Also: Discussion following ``Bayesian methods of deconvolution and shape classification'', B.D. Ripley.

  147. Murtagh, F., ``A new approach to point pattern matching'', Publications of the Astronomical Society of the Pacific, 104, 301-307, 1992.

  148. Murtagh, F., ``A feature-based O(n2) approach to point pattern matching'', Proc. 11th International Conference on Pattern Recognition, Vol. II, IEEE Computer Society Press, New York, 174-177, 1992.

  149. Murtagh, F., ``The multilayer perceptron for discriminant analysis: two examples'', in M. Schader (ed.), Analyzing and Modeling Data and Knowledge, Springer-Verlag, 305-314, 1992.

  150. Murtagh, F., ``Multilayer perceptrons for classification and regression'', International Journal of Neurocomputing, 2, 183-197, 1990/1991.

  151. Murtagh, F., ``Hierarchical tress in N-body simulations: relations with cluster analysis methods'', Computer Physics Communications, 52, 15-18, 1988.

  152. Murtagh, F. and Ponz, D., ``Image processing, databases, and statistical software: the common interface'', Statistical Software Newsletter, 12, 129-132, 1986.

  153. Murtagh, F. and Heck, A., ``An annotated bibliographical catalogue of multivariate statistics and of their astronomical applications'', Astronomy and Astrophysics Supplement Series, 68, 113-115, 1986.

  154. Murtagh, F. and Lauberts, A., ``A curve matching problem in astronomy'', Pattern Recognition Letters, 4, 465-469, 1986.

  155. Murtagh, F. and Close, J., ``An analysis of the relationships among computation-related mathematical skills'', Journal of Research in Mathematics Education, 17, 112-129, 1986.

  156. Murtagh, F., ``A survey of algorithms for contiguity-constrained clustering and related problems'', The Computer Journal, 28, 82-88, 1985.

  157. Murtagh, F., ``Complexities of hierarchic clustering algorithms: state of the art'', Computational Statistics Quarterly, 1, 101-113, 1984.

  158. Murtagh, F., ``Counting dendrograms: a survey'', Discrete Applied Mathematics, 7, 191-199, 1984.

  159. Murtagh, F. and Raftery, A.E., ``Fitting straight lines to point patterns'', Pattern Recognition, 17, 479-483, 1984.

  160. Murtagh, F., ``Structures of hierarchic clusterings: implications for information retrieval and for multivariate data analysis'', Information Processing and Management, 20, 611-617, 1984.

  161. Murtagh, F., ``A probability theory of hierarchic clustering using random dendrograms'', Journal of Statistical Computation and Simulation, 18, 145-157, 1983.

  162. Murtagh, F., ``A survey of recent advances in hierarchical clustering algorithms'', The Computer Journal, 26, 354-359, 1983.

  163. Murtagh, F., ``Expected-time complexity results for hierarchic clustering algorithms which use cluster centres'', Information Processing Letters, 16, 237-241, 1983.

  164. Murtagh, F., ``A very fast, exact nearest neighbour algorithm for use in information retrieval'', Information Technology, 1, 275-283, 1982.

  165. Murtagh, F., ``Recherche d'un scalogramme sur les réponses de 1400 élèves à une batterie d'épreuves de mathématique'', Les Cahiers de l'Analyse des Données, VI, 297-318, 1981.

  166. Murtagh, F., ``Une question de classifiabilité en classification automatique dans le cas particulier des rassemblements documentaires'', Statistique et Analyse des Données, 5, 77-89, 1980.



3. Invited Survey and Contributed Articles:

  1. K. Englmeier and F. Murtagh, "What can we expect from data scientists?" Journal of Theoretical and Applied Electronic Commerce Research, 12(1), i-iv, Jan. 2017. Online copy.

  2. F. Murtagh, A. Ganz and J. Reddington, "Semantics from narrative: state of the art and future perspectives", in M. Gettler Summa, L. Bottou, B. Goldfarb, F. Murtagh, C. Pardoux and M. Touati, Eds., Statistical Learning and Data Science, Chapman & Hall/CRC, 2011, pp. 91-102.

  3. F. Murtagh, "Ultrametric and generalized ultrametric in logic and in data analysis", Horizons in Computer Science Research, Volume 2, Ed. Thomas S. Clary, Nova Science Publishers, in press, 2011.

  4. F. Murtagh and P. Contreras, "Hierarchical clustering for finding symmetries and other patterns in massive, high dimensional datasets", Chapter 6 in D. Holmes, editor, Data Mining: Foundations and Intelligent Paradigms, Springer, 95--130, 2011.

  5. F. Murtagh and P. Contreras, "Fast redshift clustering with the Baire (ultra) metric", in B. Zavidovique and G. Bosco, Eds., Science: Image in Action, Proceedings of the 7th International Workshop on Data Analysis in Astronomy "Livio Scarsi and Vito DiGesu'', World Scientific, pp. 64-76, 2012.

  6. F. Murtagh, "Hierarchical clustering", in Miodrag Lovric, Ed., International Encyclopedia of Statistical Science, Springer, 2011.

  7. JL Starck, F Murtagh and M Bertero, Starlet Transform in Astronomical Data Processing: Application to Source Detection and Image Deconvolution, chapter, Handbook of Mathematical Methods in Imaging, Springer, ed. Otmar Scherzer, pp. 1489-1531, 2011.

  8. D. Rosenberg, M. Lievonen, P. Contreras, F. Murtagh, G. Kuehn and R. Doerner, Application design of learning grid in computer-mediated communication, in S. Salerno, M. Gaeta, P. Ritrovato, N. Capuano, F. Orciuoli, S. Miranda and A. Pierri, The Learning Grid Handbook - Concepts, Technologies and Applications, IOS Press, 2008, pp. 107-123.

  9. F. Murtagh, "Topological approaches to search and matching in massive data sets", in V. Di Gesu, G. Lo Bosco and M.C. Maccarone, Eds., Modelling and Simulation in Science, Proceedings of the 6th International Workshop on Data Analysis in Astronomy "Livio Scarsi", World Scientific, 2007, pp. 224-233.

  10. F. Murtagh, "Symbolic dynamics in text: application to automated construction of concept hierarchies", in P. Brito, P. Bertrand, G. Cucumel and F. De Carvalho, Eds., Selected Contributions in Data Analysis and Classification, Springer, pp. 299-306, 2007.

  11. E. Pantin, J.-L. Starck and F. Murtagh, Deconvolution and blind deconvolution in astronomy, in P. Campisi and K. Egiazarian, Eds., Blind Image Deconvolution: Theory and Applications, Taylor and Francis, 277-316, 2007.

  12. F. Murtagh, "Neural networks", "Ultrametric inequality", "Ultrametric trees", articles in Encyclopedia of Statistics in Behavioral Science, Eds. B. Everitt and D. Howell, Wiley, 2004, in press.

  13. F. Murtagh, "Information spaces", in William Sims Bainbridge, Ed., Encyclopedia of Human-Computer Interaction, Berkshire, pp. 371-376, 2004.

  14. Molina, R. and Murtagh, F., "Foreword to Special Issue: DSP Soars into Space", IEEE Signal Processing Magazine, 18, 2001, 10.

  15. F. Murtagh, J.L. Starck, N. McMillan and J.G. Campbell, "Intelligent data modeling based on the wavelet transform and data entropy", W. Gaul, O. Opitz and M. Schader, Eds., Data Analysis: Scientific Modeling and Practical Applications, Springer-Verlag, pp. 273-284, 2000.

  16. Murtagh, F., "Foreword to Special Issue on Clustering and Classification", The Computer Journal, 41, 1998, 517.

  17. Murtagh, F. and Thiria, S., "Presenting the Special Issue on Neural Networks for Satellite and Environmental Data Modeling and Analysis", Neurocomputing Letters, 30, 1-2, 2000.

  18. Murtagh, F. and Guillaume, D., ``Distributed information search and retrieval for astronomical resource discovery and data mining'', in U. Grothkopf, H. Andernach, S. Stevens-Rayburn and M. Gomez, Eds., Library and Information Services in Astronomy III, Astronomical Society of the Pacific, Conference Series Vol. 153, 1998. Online version.

  19. F. Murtagh and J.L. Starck, ``Noise detection and filtering using multiresolution transform methods'', in Astronomical Data Analysis Software and Systems VII, ASP Conference Series, Vol. 145, 449-456, 1998 Eds., R. Albrecht, R. N. Hook and H. A. Bushouse. Web version at ecf.hq.eso.org/adass/adassVII and at www.stsci.edu/stsci/meetings/adassVII in PS, HTML and PDF.

  20. Murtagh, F. and Aussem, A., ``Using the wavelet transform for multivariate data analysis and time series forecasting'', in Data Science, Classification and Related Methods, C. Hayashi, H.H. Bock, K. Yajima, Y. Tanaka, N. Ohsumi and Y. Baba, eds., Springer-Verlag, 617-624, 1998.

  21. Murtagh, F., ``The technologies which underpin electronic publishing'', A. Heck (Ed.), Electronic Publising in Physics and Astronomy, Kluwer, 31-40, 1997.

  22. Murtagh, F., ``Cartes de Kohonen: applications'', in S. Thiria, Y. Lechevallier, O. Gascuel and S. Canu, Eds., Statistique et Méthodes Neuronales, Dunod, 223-229, 1997.

  23. Lamb, J., Bell, D., McClean, S., Murtagh, F., Burnhill, P., Hatzopoulos, M. and Rutjes, H., ``Using the Internet to analyse statistical data in a distributed environment'', in W. Klösgen, Ph. Nanopoulos and A. Unwin, eds., New Techniques and Technologies for Statistics - II, IOS Press, Amsterdam, 73-83, 1997.

  24. Murtagh, F., ``Content-based information retrieval: new tools for textual data, new problems for image data'', in J.E. Dubois and N. Gershon, eds., The Information Revolution: Impact on Science and Technology, Springer-Verlag, Berlin, pp. 13-20, 1996.

  25. Murtagh, F. and Aussem, A., ``New problems and approaches related to large databases in astronomy'', Statistical Challenges in Modern Astronomy II, G.J. Babu and E.D. Feigelson, eds., Springer-Verlag, 123-133, 1997.

  26. Murtagh, F., ``Multivariate methods for data analysis'', in Aa. Sandqvist and T.P. Ray, eds., Central Activity in Galaxies, Springer-Verlag, Berlin, 1993, 209-235.

  27. Murtagh, F. and Baade, D., ``Quantifying the information or relevance of astronomical image data'', in A. Heck and F. Murtagh, Eds., Astronomy from Large Databases II, European Southern Observatory, Garching, 111-122, 1992.

  28. Murtagh, F., ``Cosmic ray discrimination on HST WF/PC images: object recognition-by-example'', in D.M. Worrall, C. Biemesderfer and J. Barnes, Eds., Astronomical Data Analysis Software and Systems I, 265-273, 1992.

  29. Murtagh, F., ``Science networks: a short overview'', in D. Egret and M. Albrecht, Databases and On-Line Data in Astronomy, Kluwer, Dordrecht, 225-233, 1991.

  30. Heck, A. and Murtagh, F., ``How can artificial intelligence help spectral classification?'', in J.E. Hansen, Ed., Atomic Spectra and Oscillator Strengths for Astrophysics and Fusion Research, North-Holland, Amsterdam, 235-236, 1990.

  31. Murtagh, F., ``Multivariate analysis and pattern recognition methods: a short review and some current directions'', in J.D. Barrow, A.B. Henriques, M.T.V.T. Lago and M.S. Longair (eds.), The Physical Universe: The Interface Between Cosmology, Astrophysics and Particle Physics, Springer-Verlag, 253-264, 1991.

  32. Murtagh, F., ``Large databases in astronomy'', in: A. Kent and J.G. Williams (eds.), Encyclopedia of Computer Science and Technology, Vol. 21, Supplement 6, Marcel Dekker, New York and Basel, 205-213, 1990.

  33. Murtagh, F. and Nobelis, Ph. (Strasbourg), ``Statistical software'', in: C. Jaschek and F. Murtagh (eds.), Errors, Bias, and Uncertainties in Astronomy, Cambridge University Press, 1990, pp. 245-260.

  34. Murtagh, F., ``Object detection and analysis in digitised images: algorithmic components and software structure'', in: Data Analysis in Astronomy III, V. Di Gesù, L. Scarsi, P. Crane, J.H. Friedman, S. Levialdi and M.C. Maccarone (eds.), Plenum Press, New York, 1989, pp. 111-120.

  35. Murtagh, F., ``Clustering methods in astronomy'', in: R. Vichnevetsky, P. Borne and J. Vignes (eds.), Proc. IMACS 1988, 12th World Congress on Scientific Computation, Vol. II, pp. 325-330.

  36. Murtagh, F., ``Data and networks'', in: C. Jaschek and C. Sterken (eds.), Coordination of Observational Projects in Astronomy, Cambridge University Press, 1988, pp. 185-192.

  37. Murtagh, F., ``Multivariate analysis methods: background and example'', in: W.C. Seitter, H.W. Duerbeck and M. Tacke (eds.), Large Scale Structures in the Universe: Observational and Analytical Methods, Springer-Verlag, Heidelberg, Berlin and New York, 1988, pp. 308-314.

  38. Murtagh, F., ``Image analysis problems in astronomy'', in: V. Cantoni, V. Di Gesù and S. Levialdi (eds.), Image Analysis and Processing II, Plenum Press, New York, 1988, pp. 81-94.

  39. Murtagh, F., ``Classification problems in astronomy'', in: H.H. Bock (ed.), Classification and Related Methods of Data Analysis, North-Holland, Amsterdam, 1988, pp. 23-32.

  40. Murtagh, F., ``Clustering techniques and their applications'', in: Data Analysis in Astronomy II, V. Di Gesù, L. Scarsi, P. Crane, J.H. Friedman and S. Levialdi (eds.), Plenum Press, New York, 31-43, 1986.

  41. Murtagh, F., ``Clustering and nearest neighbour searching'', Informatics 8: Advances in Intelligent Retrieval, ASLIB, London, 54-65, 1985.



4. Papers in Conference Proceedings and Edited Volumes:

  1. F. Murtagh, "Big Textual Data: Lessons and Challenges for Statistics" ("Grandi dati testuali: le lezioni e le sfide per le statistiche"), SIS 2017, Statistics and Data Science: New Challenges, New Generations, Proceedings of the Conference of the Italian Statistical Society, edited by Alessandra Petrucci and Rosanna Verde, Firenze University Press, 2017, pp. 719-730. This proceedings. (e-ISBN: 978-88-6453-521-0)
  2. K. Englmeier and F. Murtagh, "Data scientist - Manager of the discovery lifecycle", Proceedings of the 6th International Conference on Data Science, Technology and Applications - Volume 1: DATA, 2017, pp. 133-140. Access.
  3. F. Murtagh, "Hierarchical matching and regression with application to photometric redshift estimation", Astroinformatics, Proceedings of the International Astronomical Union, Vol. 12, Issue S325, Oct. 2016, pp. 145-155. (Published online, 30 May 2017.) DOI: https://doi.org/10.1017/S1743921317001569
  4. F. Murtagh, "Big data scaling through metric mapping: Exploiting the remarkable simplicity of very high dimensional spaces using Correspondence Analysis", in F. Palumbo, A. Montanari, M. Vichi, Eds., Data Science - Innovative Developments in Data Analysis and Clustering, Springer, pp. 295-306, 2017. Preprint. DOI 10.1007/978-3-319-55723-6_23

  5. F. Murtagh, "Semantic Mapping: Towards Contextual and Trend Analysis of Behaviours and Practices", in K. Balog, L. Cappellato, N. Ferro, C. MacDonald, Eds., Working Notes of CLEF 2016 - Conference and Labs of the Evaluation Forum, Évora, Portugal, 5-8 September, 2016, pp. 1207-1225, 2016. This paper. This proceedings.

  6. Lorraine Goeuriot, Josiane Mothe, Philippe Mulhem, Fionn Murtagh, Eric SanJuan, "Overview of the CLEF 2016 Cultural Micro-blog Contextualization Workshop", in Editors: Norbert Fuhr, Paulo Quaresma, Teresa Gonĉalves, Birger Larsen, Krisztian Balog, Craig Macdonald, Linda Cappellato, Nicola Ferro, Experimental IR Meets Multilinguality, Multimodality, and Interaction, 7th International Conference of the CLEF Association, CLEF 2016, Évora, Portugal, September 5-8, 2016, Proceedings, Lecture Notes in Computer Science, volume 9822, pp. 371-378, 2016.

  7. F. Murtagh and P. Contreras, "Linear storage and potentially constant time hierarchical clustering using the Baire metric and random spanning paths", in A.F.X. Wilhelm and H.A. Kestler, Eds., Analysis of Large and Complex Data, 2016, pp. 43-52.

  8. F. Murtagh and M. Farid, "The structure of argument: Semantic mapping of US Supreme Court cases", A. Gammerman, V. Vovk and H. Papadopoulos, Eds, Statistical Learning and Data Sciences, Springer Lecture Notes in Artificial Intelligence (LNAI) Volume 9047, 397-405, 2015.

  9. F. Murtagh and P. Contreras, "Random projection towards the Baire metric for high dimensional clustering", A. Gammerman, V. Vovk and H. Papadopoulos, Eds, Statistical Learning and Data Sciences, Springer Lecture Notes in Artificial Intelligence (LNAI) Volume 9047, 424-431, 2015.

  10. F. Murtagh, "Pattern recognition in mental processes: determining vestiges of the subconscious through ultrametric component analysis", in eds. S. Patel, Y. Wang, W. Kinsner, D. Patel, G. Fariello and L.A. Zadeh, Proc. ICCI*CC 2014, 2014 IEEE 13th Int'l. Conf. on Cognitive Informatics and Cognitive Computing, pp. 155-161, 2014. (Joint organiser and chair of session A5, Computational Psychoanalysis).

  11. J. Reddington, F. Murtagh and D. Cowie, "Computational properties of fiction writing and collaborative work", in Advances in Intelligent Data Analysis XII, Lecture Notes in Computer Science Volume 8207, 2013, pp 369-379.

  12. F. Murtagh, "Thinking ultrametrically, thinking p-adically", in P. Pardalos, B. Goldengorin and F. Aleskerov, eds., Clusters, Orders, Trees: Methods and Applications, Springer, pp 249-272, 2014.

  13. F. Murtagh, "History of cluster analysis", in J. Blasius and M. Greenacre, eds., The Visualization and Verbalization of Data, CRC/Chapman and Hall, pp. 117-133, 2014.

  14. K. Englmeier, J. Atkinson, J. Mothe, F. Murtagh and J. Pereira, "A Context Description Language for Medical Information Systems", in Jong Hyuk Park, H. Adeli, N. Park and I. Woungang, Eds., Mobile, Ubiquitous, and Intelligent Computing, Lecture Notes in Electrical Engineering, Volume 274, Springer, pp 421-432, 2014.

  15. K. Englmeier, J. Mothe, F. Murtagh, J. Pereira and D. Rosenberg, "The role of natural language in social information engineering", in IEEE AFRICON 2011 (Livingstone, Zambia), pp. 1-6, 2011.

  16. K. Englmeier, J. Pereira, J. Mothe, D. Rosenberg and F. Murtagh, "Collaboration language for social information engineering", ICAS2011, Seventh International Conference on Autonomic and Autonomous Systems, 179-183, 2011.

  17. J. Pereira, F. Schmidt, P. Contreras, F. Murtagh, H. Astudillo, "Clustering and semantics preservation in cultural heritage information spaces", RIAO 2010, Recherche d'Information Assistée par Ordinateur / Adaptativity, Personalization and Fusion of Heterogeneous Information, pp. 100-110, 2010.

  18. P. Contreras and F. Murtagh, "Fast hierarchical clustering from the Baire distance", in H. Locarek-Junge and C. Weihs, Eds., Classification as a Tool for Research, Springer, 235-243, 2010.

  19. F. Murtagh and A. Ganz, "Semantics from narrative", in S. Bolasco, I. Chiari and L. Giuliano, Eds., Statistical Analysis of Textual Data, Proceedings of 10th International Conference JADT Journées d'Analyse statistique des Données Textuelles, 9-11 June 2010, Sapienza University of Rome, Vol. 1, pp. 443-453, LED Edizioni Universitarie di Lettere Economia Diritto, Milan, 2010.

  20. F. Murtagh, "Ultrametric embedding: application to data fingerprinting and to fast data clustering", P.M. Pardalos and P. Hansen, Eds., Data Mining and Mathematical Programming, CRM Proceedings & Lecture Notes Vol. 45, American Mathematical Society, 199-209, 2008.

  21. K. Englmeier, F. Murtagh and J. Mothe, "Domain ontology: automatically extracting and structuring community language from texts", Proceedings of Applied Computing, IADIS, Salamanca, Spain, February 2007, pp. 59-66, 2007.

  22. H. Hacihabiboglu and F. Murtagh, "Perception-based simplification for binaural room auralisation", International Conference on Auditory Display (ICAD-06), pp. 268-271, London, UK, 2006.

  23. F. Murtagh, "Identifying and exploiting ultrametricity", in R. Decker and H.-J. Lenz, Eds., Advances in Data Analysis, Proc. 30th Annual Conf. German Classification Society, Springer, 263-272, 2006.

  24. F. Murtagh, "From data to the physics using ultrametrics: new results in high dimensional data analysis", in B. Dragovich, A. Khrennikov, Z. Rakic and I. Volovich, Eds., Proc. 2nd International Conference on p-Adic Mathematical Physics, American Institute of Physics, 151-161, 2006.

  25. K. Englmeier, J. Mothe and F. Murtagh, "Natural language expansion of web service interoperability", in Practical Aspects of Knowledge Management: 5th International Conference, PAKM 2004, Vienna, Austria, December 2-3, 2004. Proceedings Editors: Dimitris Karagiannis, Ulrich Reimer, Lecture Notes in Computer Science LNCS Vol. 3336 / 2004, p. 441, DOI 10.1007/b104042, 2005.

  26. F. Murtagh, "Thinking ultrametrically", in D. Banks, L. House, F.R. McMorris, P. Arabie and W. Gaul, Eds., Classification, Clustering, and Data Mining Applications, Springer, 3-14, 2004.

  27. F. Murtagh, "Quantifying ultrametricity", in J. Antoch, Ed., COMPSTAT 2004: Proceedings in Computational Statistics, Springer, 1561-1568, 2004.

  28. Tao, Feng, F. Murtagh and M. Farid, "Weighted association rule mining using weighted support and significance framework", in Proceedings of The Ninth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (ACM SIGKDD 2003), pp. 661-666, Washington DC, 2003.

  29. J.L. Starck, Mai Nguyen and F. Murtagh, "Deconvolution based on the curvelet transform", Proc. ICIP - International Conference on Image Processing, Barcelona, 2003.

  30. Feng Tao, F. Murtagh and M. Farid, "Mining Associations in Weighted Support and Significant Framework", accepted, to appear in the proceedings of the Ninth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (ACM SIGKDD 2003), Washington, DC, USA.

  31. P. Jancovic, M. Kokuer and F. Murtagh, "Reliability-based estimation of the number of noisy features: application to model-order selection in the union models", in Proc. ICASSP - IEEE International Conference on Acoustics, Speech and Signal Processing, SPEECH-P.27, pp. I-416 - I-409, 2003.

  32. M. Farid and F. Murtagh, "Eye-movements and voice as interface modalities to computer systems", in: Opto-Ireland 2002: Optical Metrology, Imaging, and Machine Vision. Eds. A. Shearer, F.D. Murtagh, J. Mahon, and P.F. Whelan. Proceedings of the SPIE, Volume 4877, pp. 115-125, 2003.

  33. D. Barreto, F. Murtagh and J. Marcello, Bayesian segmentation and clustering for determining cloud mask images", in: Opto-Ireland 2002: Optical Metrology, Imaging, and Machine Vision. Eds. A. Shearer, F.D. Murtagh, J. Mahon, and P.F. Whelan. Proceedings of the SPIE, Volume 4877, pp. 144-155, 2003.

  34. M. Kokuer, F. Murtagh, A.T. Augousti, J. Mason, and N.D. McMillan, "Wavelet- and entropy-based feature extraction: application to distinguishing mixtures of beverages", in: Opto-Ireland 2002: Optical Metrology, Imaging, and Machine Vision. Eds. A. Shearer, F.D. Murtagh, J. Mahon, and P.F. Whelan. Proceedings of the SPIE, Volume 4877, pp. 175-182, 2003.

  35. P. Contreras, M. Kokuer, M. Louys and F. Murtagh, "Semantic description of signal and image databases", in: Opto-Ireland 2002: Optical Metrology, Imaging, and Machine Vision. Eds. A. Shearer, F.D. Murtagh, J. Mahon, and P.F. Whelan. Proceedings of the SPIE, Volume 4877, pp. 230-237, 2003.

  36. M. Farid, F. Kurugollu and F. Murtagh, "Adaptive wavelet eye-gaze-based video compression", in: Opto-Ireland 2002: Optical Metrology, Imaging, and Machine Vision. Eds. A. Shearer, F.D. Murtagh, J. Mahon, and P.F. Whelan. Proceedings of the SPIE, Volume 4877, pp. 255-263, 2003.

  37. F. Murtagh, X. Qiao, D. Crookes, P. Walsh, P.A.M. Basheer and A. Long, "Benchmarking segmentation results using a Markov model and a Bayes information criterion", in: Opto-Ireland 2002: Optical Metrology, Imaging, and Machine Vision. Eds. A. Shearer, F.D. Murtagh, J. Mahon, and P.F. Whelan. Proceedings of the SPIE, Volume 4877, pp. 248-254, 2003.

  38. X. Qiao, F. Murtagh, D. Crookes, P. Walsh, P.A.M. Basheer and A. Long, "Machine vision methods for the grading of crushed aggregate", in: Opto-Ireland 2002: Optical Metrology, Imaging, and Machine Vision. Eds. A. Shearer, F.D. Murtagh, J. Mahon, and P.F. Whelan. Proceedings of the SPIE, Volume 4877, pp. 264-270, 2003.

  39. J. Campbell, F. Murtagh and M. Kokuer, "Graduate and professional development in imaging and optical signal processing and related fields", in: Opto-Ireland 2002: Optics and Photonics Technologies and Applications, Eds. W.J. Blau, J.F. Donegan, A.F. Duke, B.D. MacCraith, J.A. McLaughlin, N.D. McMillan, G.M. O'Connor, E. O'Mongain and V. Toal, Proceedings of the SPIE, Volume 4876, pp. 1312-1320, 2003.

  40. H. Hacihabiboglu, B. Günel B, and F. Murtagh, ``Wavelet based spectral smoothing for head-related transfer function filter design'', in Proc. AES 22nd Conf. on Virtual, Synthetic and Entertainment Audio, pp. 131--136, Espoo, Finland, 2002.

  41. F. Murtagh, C. Collet, M. Louys and J.L. Starck, in J.L. Starck and F. Murtagh, Eds., Astronomical Data Analysis II, SPIE Proceedings Volume 4847, "Multiresolution filtering and segmentation of multispectral images", pp. 354-361, 2002.

  42. F. Murtagh, C. Donalek, G. Longo and R. Tagliaferri, "Bayesian model selection for spatial clustering in 3D surveys", in J.L. Starck and F. Murtagh, Eds., Astronomical Data Analysis II, SPIE Proceedings Volume 4847, pp. 391-401, 2002.

  43. T. Daubos and F. Murtagh, "High-quality still images from video frame sequences", in Z. Geradts and L.I. Rudin, Eds., Investigative Image Processing II, Proceedings of the SPIE, Volume 4709, pp. 49-59, 2002.

  44. M. Köküer, J. Campbell, F. Murtagh and J.L. Starck, "Wavelet and entropy-based data modelling", Sensors and Their Application XI, Ed. K.T.V. Grattan and S.H. Khan, IOP Press, 2001, pp. 215-220.

  45. M. Köküer, J. Campbell and F. Murtagh, "DataLab-J; a signal and image processing laboratory", Sensors and Their Application XI, Ed. K.T.V. Grattan and S.H. Khan, IOP Press, 2001, pp. 409-415.

  46. Z. Geradts, J. Bijhold, R. Hermsen and F. Murtagh, "Matching algorithms using wavelet transforms for a database of spent cartridge cases of firearms", Proceedings SPIE, Vol. 4232, pp. 545-552, 2001.

  47. F. Murtagh, M. Louys, J.L. Starck, F. Bonnarel and M. Farid, "On-demand delivery of large compressed images in astronomy: computational requirements", in J.L. Starck and F. Murtagh, Eds., Astronomical Data Analysis, Proc. SPIE Vol. 4477, SPIE: Bellingham, pp. 151-160, 2001.

  48. M. Farid and F. Murtagh, "Vessel tracking in digital retinopathy using wavelet correlation and percolation clustering", in A.C. Winstanley, Ed., IMVIP 2001, Proceedings of the Irish Machine Vision and Image Processing Conference, NUI Maynooth, 2001, pp. 37-42.

  49. M. Kokuer, M. Farid, F. Murtagh, J.L. Stark and W. Wicken, "Ocean feature analysis based on subband filtering", in A.C. Winstanley, Ed., IMVIP 2001, Proceedings of the Irish Machine Vision and Image Processing Conference, NUI Maynooth, 2001, pp. 166-172.

  50. M. Farid, F. Murtagh, M. Louys and J.L. Starck, "Compression and delivery for the support of distributed image databases", in A.C. Winstanley, Ed., IMVIP 2001, Proceedings of the Irish Machine Vision and Image Processing Conference, NUI Maynooth, 2001, pp. 249-252.

  51. F. Tao, P. Contreras, B. Pauer, T. Taskaya and F. Murtagh, "User interest correlation in log data", Usability Evaluation and Interface Design: Cognitive Engineering, Intelligent Agents and Virtual Reality, Volume 1 of HCI 2001 International Conference on Human Computer Interaction, Eds. M.J. Smith, G. Salvendy, D. Harris, and R.J. Koubek, New Orleans, LA, August 2001, Lawrence Erlbaum, Mahwah, NJ, pp. 938-942, 2001.

  52. T. Taskaya, P. Contreras, F. Tao and F. Murtagh, "Data visualization for large datasets", Usability Evaluation and Interface Design: Cognitive Engineering, Intelligent Agents and Virtual Reality, Volume 1 of HCI 2001 International Conference on Human Computer Interaction, Eds. M.J. Smith, G. Salvendy, D. Harris, and R.J. Koubek, New Orleans, LA, August 2001, Lawrence Erlbaum, Mahwah, NJ, pp. 913-917, 2001.

  53. F. Tao and F. Murtagh, "Towards knowledge discover from WWW log data", IEEE International Conference on Information Technology: Coding and Computing , Las Vegas, March 2000, pp. 302-307, 2000.

  54. E. O'Shea, D. Banerjee, J.G. Doyle, B. Fleck and F. Murtagh, "Active region oscillations", forthcoming in Helio- and Asteroseismology at the Dawn of the Millennium, Special Publication SP-464, European Space Agency, 2000.

  55. T. Daubos, Z. Geradts, J.L. Starck, J. Campbell and F. Murtagh, "Automated wavelet-based image addition: application to surveillance video", in P.F. Whelan, Ed., IMVIP'99 - Irish Machine Vision and Image Processing Conference 1999, Dublin City University, 15-25, 1999.

  56. G. Zheng, J. Campbell and F. Murtagh, "Information fusion of model and observed data for missing data imputation in oceanography", in P.F. Whelan, Ed., IMVIP'99 - Irish Machine Vision and Image Processing Conference 1999, Dublin City University, 228-237.

  57. F. Murtagh, J.L. Starck and M.W. Berry, "Constant-time clustering for high-dimensional data", in Proc. Japanese Classification Society Annual Meeting, 1999.3.20, Institute of Statistical Mathematics, Tokyo, 1-20, 1999.

  58. F. Murtagh, "Data mining, statistics and data science", in ISM Symposium: Data Mining and Knowledge Discovery in Data Science, Y. Baba et al., Eds., Institute of Statistical Mathematics, 1-12, 1999.

  59. M. Morehart, F. Murtagh and J.L. Starck, "Multiresolution spatial analysis", Proceedings Geo Computation 99. Link to paper in online proceedings.

  60. F. Murtagh and J.L. Starck, ``A new entropy measure based on multiple resolution and noise modeling'', in D. Mehringer, R. Plante and D. Roberts, eds., ADASS'98, Astronomical Data Analysis and Software Systems VIII, Astronomical Society of the Pacific, 1999, 403-407.

  61. D.R. Guillaume and F. Murtagh, "An application of XML and XLink using a graph-partitioning method and a density map for information retrieval and knowledge discovery", in D. Mehringer, R. Plante and D. Roberts, eds., ADASS'98, Astronomical Data Analysis and Software Systems VIII, Astronomical Society of the Pacific, 1999, 278-282.

  62. Y. Bi and F. Murtagh, ``The roles of statistical metadata and XML in structuring and retrieving statistical information'', in Ph. Nanopolous, P. Garonna and C. Lauro, Eds., Proceedings NTTS'98, International Seminar on New Techniques and Technologies for Statistics, Eurostat, Luxembourg, 1998, pp. 73-78.

  63. M. Morehart, F. Murtagh, J.-L. Starck and Y. Bi, ``Spatial data analysis using the wavelet transform: representation of economic and financial measures in agriculture'', in Ph. Nanopolous, P. Garonna and C. Lauro, Eds., Proceedings NTTS'98, International Seminar on New Techniques and Technologies for Statistics, Eurostat, Luxembourg, 1998, pp. 339-344.

  64. F. Murtagh, G. Zheng, J. Campbell, A. Aussem, M. Ouberdous, E. Demirov, W. Eifler, M. Crepon, ``Data imputation and nowcasting in the environmental sciences using clustering and connectionist modeling'', Compstat'98, R. Payne and P. Green, Eds., Springer-Verlag, 1998, pp. 401-406.

  65. F. Murtagh, A. Aussem, J.-L. Starck, J.G. Campbell and G. Zheng, ``Wavelet-based decomposition methods for feature extraction and forecasting'', in Proceedings OESI-IMVIP'98, Optical Engineering Society of Ireland and Irish Machine Vision and Image Processing Joint Conference, D. Vernon, Ed., NUI Maynooth, 1998, pp. 55-67.

  66. J. Campbell, F. Murtagh and A. McCaughey, ``DataLab-J: a Java based signal and image processing laboratory'', J. Campbell, F. Murtagh and A. McCaughey, Proc. ISSC'98, Irish Signals and Systems Conference, DIT, Dublin, June 25-26, 1998, in press.

  67. F. Murtagh, J.-L. Starck and M. Berry, ``Clustering based on wavelet transform: applications to point pattern clustering and to high-dimensional data analysis'', in A. Rizzi, M. Vichi and H.-H. Bock, Eds., Advances in Data Science and Classification, (invited presentation, IFCS-98 International Federation of Classification Conferences Biennial Conference, Rome, 1998), Springer-Verlag, 57-64, 1998.

  68. G. Zheng, S. Rouxel, A. Aussem, J. Campbell, F. Murtagh, M. Ouberdous, E. Demirov, W. Eifler and M. Crépon, ``Forecasting of ocean state using satellite-sensor data'', in Proceedings of the Ocean Data Symposium, Dublin 1997, B. Cahill, Ed., Irish Marine Data Centre, Marine Institute, 1998, abstract p. 23 of hardcopy book, full article on CD proceedings.

  69. H. Wang, D. Bell, F. Murtagh, ``Axiomatic approach to feature subset selection based on relevance'', to appear in Feature Extraction, Construction and Selection - A Data Mining Perspective, Kluwer.
  70. J.L. Starck, F. Murtagh, and R. Gastaud, ``Entropy estimation from noise modeling applied to signal restoration'', First International Conference on Information Communications and Signal Processing, Singapore, 9-12 September, 1997.

  71. J.L. Starck, F. Murtagh and R. Gastaud, ``Signal entropy estimation from noise modeling'', in V. Di Gesù, M.J.B.Duff, A. Heck, M.C. Maccarone, L. Scarsi and H.U. Zimmermann, Eds., Data Analysis in Astronomy, (Proc. 5th Workshop, Ettore Majorana Centre for Scientific Culture, Erice, Italy, 27 October - 3 November 1996), 345-352, World Scientific, 1997.

  72. J.G. Campbell, A.A. Hashim and F. Murtagh, ``Flaw detection in woven textiles using space-dependent Fourier transform'', In F.J. Owens, Ed., ISSC '97, Irish Signals and Systems Conference, University of Ulster, June 1997, pp. 241-252, 1997.

  73. Starck, J.-L. and Murtagh, F., ``High quality astronomical image compression'', Vistas in Astronomy, 1997, in press. (Special issue, proceedings of European Science Foundation workshop, Granada, April 1997, editors R. Molina, F. Murtagh and A. Heck).

  74. Wang, H., Bell, D. and Murtagh, F., ``Feature subset selection based on relevance'', Vistas in Astronomy, 1997, in press. (Special issue, proceedings of European Science Foundation workshop, Granada, April 1997, editors R. Molina, F. Murtagh and A. Heck).

  75. Lesteven, S., Poinçot, P. and Murtagh, F., ``Neural networks and information extraction in astronomical information retrieval'', Vistas in Astronomy, 40, 395-400, 1996.

    F. Murtagh was a Guest Editor for this special issue on ``Strategies and Techniques for Information in Astronomy''.

  76. Murtagh, F., Aussem, A. and Kardaun, O.J.K., ``The wavelet transform in multivariate data analysis'', COMPSTAT'96, A. Prat, Ed., Physica-Verlag, 1996, pp. 397-402.

  77. Murtagh, F., Starck, J.-L., Honoré, P.F. and Zeilinger, W., ``Multiresolution transforms for object detection and for image transmission'', Vistas in Astronomy, 40, 595-602, 1996.

  78. Accomazzi, A., Murtagh, F. and Rasmussen, B.F., ``Information retrieval tools and techniques'', Vistas in Astronomy, 39, 235-241, 1995.

    F. Murtagh was a Guest Editor for this special issue on ``LISA-II - Library and Information Services in Astronomy II''.

  79. Murtagh, F., ``Computer networking in astronomy'', in Databases and Online Data in Astronomy II, M. Albrecht and D. Egret, eds., Kluwer, Dordrecht, 235-241, 1995.

  80. Murtagh, F., ``Unsupervised catalog classification'', in D. Shaw, H. Payne and J. Hayes, eds., Astronomical Data Analysis Software and Systems IV, Astronomical Society of the Pacific, 264-267, 1995.

  81. Starck, J.-L., Murtagh, F. and Bijaoui, A., ``Multiresolution and astronomical image processing'', in D. Shaw, H. Payne and J. Hayes, eds., Astronomical Data Analysis Software and Systems IV, Astronomical Society of the Pacific, 279-288, 1995.

  82. Starck, J.-L., Murtagh, F. and Louys, M., ``Astronomical image compression using the pyramidal median transform'', in D. Shaw, H. Payne and J. Hayes, eds., Astronomical Data Analysis Software and Systems IV, Astronomical Society of the Pacific, 268-271, 1995.

  83. Murtagh, F., Zeiliger, W., Starck, J.-L. and Bijaoui, A., ``Object detection using multiresolution analysis'', in D. Shaw, H. Payne and J. Hayes, eds., Astronomical Data Analysis Software and Systems IV, Astronomical Society of the Pacific, 260-263, 1995.

  84. Starck, J.-L., Murtagh, F. and Bijaoui, A., ``Image restoration with noise suppression using a wavelet transform and a multiresolution support constraint", in Image Reconstruction and Restoration, SPIE Proceedings Vol. 2302, Eds. T.J. Schulz and D.L. Snyder, 1994, SPIE, Bellingham WA, pp. 132-143

  85. Murtagh, F., ``Search algorithms for numeric and quantitative data'', in A. Heck and F. Murtagh, eds., Intelligent Information Retrieval: The Case of Astronomy and Related Space Sciences, Kluwer, Dordrecht, 1993, 28-47.

  86. Murtagh, F. and Sarazin, M., ``Nowcasting astronomical seeing and forecasting telescope environment for the ESO VLT'', in T. Subba Rao and M.B. Priestley, Eds., Applications of Time Series Analysis in Astronomy and Meteorology, Chapman And Hall, 1997, 320-328.

  87. Starck, J.-L. and Murtagh, F., ``Richardson-Lucy image restoration with noise suppression based on the wavelet transform'', 5th ESO/ST-ECF Data Analysis Workshop, 1993, 99-104.
  88. Murtagh, ``Classification: astronomical and mathematical overview'', in H.T. MacGillivray et al. eds., Astronomy from Wide-Field Imaging, Proc. IAU Symposium 161, Kluwer, Dordrecht, 1994, 227-233.

  89. Murtagh, F., ``Prospects for content-based image retrieval'', in P.J. Grosbøl and R.C.E. de Ruijsscher, Eds., 5th ESO/ST-ECF Data Analysis Workshop, 1993, 213-218.

  90. Starck, J.-L., Murtagh, F. and Bijaoui, A., ``Image restoration with denoising, using multiresolution'', Proc. Image Restoration Workshop, R.J. Hanisch, ed., STScI, 111-117, 1994.

  91. Ortolani, S. and Murtagh, F., ``Stellar photometry on HST images: C-M diagrams'', in P. Benvenuti and E. Schreier, Eds., Science with the Hubble Space Telescope, European Southern Observatory, Garching, 1992, 437-442.

  92. Murtagh, F., Sarazin, M. and Adorf, H.-M., ``Using ancillary data to improve astronomical observing: forecasting of telescope thermal environment and of seeing'', in A. Heck and F. Murtagh (Eds.), Astronomy from Large Databases II, European Southern Observatory, Garching, 1992, 393-398.

  93. Murtagh, F. and Feigelson, E.D., ``A short review of sources of public domain software'', in D. Worrall, C. Biemesderfer and J. Barnes, Eds., Astronomical Data Analysis Software and Systems I, 1992, 49-51.

  94. Murtagh, F. and Baade, D., ``Quantifying the information or relevance of a spectrum'', in P.J. Grosbøl and R.C.E. de Ruijsscher, Eds., 4th ESO/ST-ECF Data Analysis Workshop, European Southern Observatory, Garching, 1992, 83-90.

  95. Adorf, H.-M., Hook, R.N., Lucy, L., and Murtagh, F., ``Accelerating the Richardson-Lucy restoration algorithm'', in P.J. Grosbøl and R.C.E. de Ruijsscher, Eds., 4th ESO/ST-ECF Data Analysis Workshop, European Southern Observatory, Garching, 1992, 99-103.

  96. Murtagh, F., Sarazin, M., and Adorf, H.-M., ``Prediction of telescope thermal environment and astronomical seeing'', in M.-H. Ulrich, Ed., Progress in Telescope and Instrumentation Technologies, European Southern Observatory, Garching, 1992, 377-380.

  97. Murtagh, F. and Adorf, H.-M., ``Detecting cosmic ray hits on HST WF/PC images using neural networks and other discriminant analysis approaches'', in V. Di Gesù, L. Scarsi, R. Buccheri, P. Crane, M.C. Maccarone and H.U. Zimmermann (eds.) Data Analysis in Astronomy IV, Plenum Press, New York, 103-111, 1992.

  98. Murtagh, F. and Adorf, H.-M., ``Detecting cosmic ray hits on HST WF/PC images'', in P. Grosbol et al. (eds.), 3rd ESO/ST-ECF Data Analysis Workshop, European Southern Observatory, 1991, 51-56.

  99. Murtagh, F., ``A short survey of neural networks for forecasting and related problems'', in F. Murtagh, Ed., Neural Networks for Statistical and Economic Data, proceedings, Statistical Office of European Communities, Luxembourg, 1991, 87-93.

  100. Murtagh, F., ``Analyzing Hubble Space Telescope Data'', The Irish Astronomical Journal, 20, 184-187, 1992.

  101. Murtagh, F., ``Multivariate analysis'', in R.A. Vaughan (ed.), Pattern Recognition and Image Processing in Physics, Adam Hilger, Bristol, pp. 167-204, 1991.

  102. Murtagh, F., ``Linear regression with errors in both variables: a short review'', in C. Jaschek and F. Murtagh (eds.), Errors, Bias, and Uncertainties in Astronomy, Cambridge University Press, Cambridge, 1989, pp. 385-391.

  103. Ortolani, S. and Murtagh, F., ``Comparison of photometric packages'', in P. Grosbøl, F. Murtagh and R.H. Warmels (eds.), Proceedings, 1st ESO/ST-ECF Data Analysis Workshop, European Southern Observatory, Garching, 11-17, 1989.

  104. Murtagh, F. and Warmels, R.H., ``Test image descriptions'', in: P. Grosbøl, F. Murtagh and R.H. Warmels (eds.), Proceedings, 1st ESO/ST-ECF Data Analysis Workshop, European Southern Observatory, Garching, 3-10, 1989.

  105. Murtagh, F., ``Neural network algorithms and multivariate data analysis methods: a short comparison'', in: A. Heck (ed.), Artificial Intelligence Techniques for Astronomy, Strasbourg Observatory, 23-39, 1989.

  106. Adorf, H.-M. and Murtagh, F., ``Clustering based on neural network processing'', in: D. Edwards and N.E. Raun (eds.), COMPSTAT 1988, Physica-Verlag, Heidelberg, 1988, pp. 239-244.

  107. Murtagh, F., Heck, A. and Rampazzo, R., ``Classification of IUE spectra: a rule based approach'', in: A. Heck and F. Murtagh, Knowledge-Based Systems in Astronomy, Springer-Verlag, Heidelberg and New York, 1989, 161-167.

  108. Murtagh, F., ``Multivariate analysis'', in: D. Benest (ed.), Traitement de l'Information: Méthodes et Concepts, SFSA, Paris, 1989, 119-139.

  109. Murtagh, F., ``Multivariate analysis methods'', in G. Longo and G. Sedmak (eds.) Acquisition, Processing and Archiving of Astronomical Images, OAC-FORMEZ, Naples, 1990, pp. 255-270.

  110. Murtagh, F., ``Scientific databases: a review of current issues'', Strasbourg Data Centre Bulletin, No. 34, 1988, pp. 3-33.

  111. Rampazzo, R., Heck, A., Murtagh, F. and Albrecht, R., ``Rule based classification of IUE spectra'', in: F. Murtagh and A. Heck (eds.), Astronomy from Large Databases, European Southern Observatory, Garching, 1988, pp. 227-232.

  112. Ponz, D. and Murtagh, F., ``MIDAS tables: present status and future evolution'', in: F. Murtagh and A. Heck (eds.), Astronomy from Large Databases, European Southern Observatory, Garching, 1988, pp. 441-446.

  113. Murtagh, F., ``A cluster-based strategy for determining nearest neighbours'', in: Classification as a Tool of Research, W. Gaul and M. Schader (eds.), North-Holland, Amsterdam, 339-344, 1986.

  114. Murtagh, F., ``Multivariate statistics in astronomy'', COMPSTAT 1986, Short Communications and Posters, Università ``La Sapienza'', Rome, 304, 1986.

  115. Murtagh, F. and Ponz, D., ``Multivariate data analysis in astronomy'', Proceedings of Fourth International Symposium on Data Analysis and Informatics, INRIA, Versailles, 41-44, 1985.

  116. Murtagh, F., ``A review of fast techniques for nearest neighbour searching''. In Havranek et al. (eds.), COMPSTAT 84, Physica-Verlag, Vienna, 143-147, 1984.

  117. Murtagh, F., ``An empirical study of coefficients for measuring the structure of hierarchic classifications''. In Diday et al. (eds.), Data Analysis and Informatics III, Elsevier, Amsterdam, 385-393, 1984.

  118. Murtagh, F., ``Une théorie probabiliste de la classification hiérarchique''. In Ch. Perruchet (ed.), Actes des Journées de Classification, CNET, Paris, 337-348, 1983.

  119. Murtagh, F., ``Deriving a partition from a dendrogram: a combinatorial approach''. In Caussinus et al. (eds.), COMPSTAT 82, Part 2, Physica-Verlag, Vienna, 199-200, 1982.

  120. Murtagh, F., ``Fondements théoriques de la classification ascendante hiérarchique sous contrainte de contiguïté''. In Lerman (ed.), Actes des Journées de Classification, IRISA, Rennes, 177-191, 1982.

  121. Murtagh, F., ``Verifying examination results: a general approach'', SIGCSE Bulletin 14, 2-11, 1982.



5. Popularization Papers, Book Reviews, and Wide-Circulation Newsletter Articles (a selection only):

  1. L. Accardi, B. Dragovich, M.O. Katanaev, A.Yu. Khrennikov, V.V. Kozlov, S.V. Kozyrev, F. Murtagh, M. Ohya, V.S Varadarajan, and V.S. Vladimirov, "Igor V. Volovich", p-Adic Numbers, Ultrametric Analysis and Applications, 4 (1), 1-4, 2012.

  2. F. Murtagh, Discussion of: Treelets -- an adaptive multi-scale basis for sparse unordered data, Annals of Applied Statistics, 2, 472--473, 2008.

  3. F. Murtagh, review of: Brigitte Le Roux and Henry Rouanet, Geometric Data Analysis, From Correspondence Analysis to Structured Data Analysis, Kluwer, Dordrecht, 2004, Journal of Classification, 25, 137-141, 2008.

  4. F. Murtagh, review of Multiple Correspondence Analysis and Related Methods, by M. Greenacre and J. Blasius, for Psychometrika, 72, 275--277, 2007.

  5. F. Murtagh and M. Farid, review of book Pattern Classification by R.O. Duda, P.E. Hart and D.G. Stork, for Journal of Classification, 18, 273--275, 2001.

  6. F Murtagh, J Keating, S Bergin, C Harper, G McParland and M Farid, The Evolution of Telecom Technologies: Current Trends and Near-Future Implications, Report for The Centre for Cross Border Studies, 76 pp., February 2001.

  7. Murtagh, F., review of book Integration of Natural Language and Vision Processing, Vol. IV, Recent Advances, P. Mc Kevitt, ed., Kluwer, 1996, in Metascience, 7, 483-485, 1998.

  8. Murtagh, F., review of book Machine Learning, Neural and Statistical Classification, D. Michie, D.J. Spiegelhalter and C.C. Taylor, eds., Ellis Horwood, in Journal of Classification, 14, 185-188, 1997.

  9. Murtagh, F., Starck, J.-L. and Durand, D. ``New results in astronomical image compression'', Information Systems Newsletter (JPL, NASA), Vol. II 1996, Issue 39, pp. 30-32.

  10. Starck, J.-L. and Murtagh, F., ``Multiresolution image analysis using wavelets - recent results'', Bulletin of the American Astronomical Society, 26, 1994, 1003-1005.

  11. Murtagh, F., Zeilinger, W.W., Starck, J.-L. and Böhnhardt, ``Detection of faint extended structures by multiresolution wavelet analysis'', ESO Messenger, No. 73, 1993, 37-39.

  12. Murtagh, F. and Adorf, H.-M., ``Astronomical literature publicly accessible on-line: a short status report'', ESO Messenger, No. 72, 1993, 45-47.

  13. Murtagh, F., ``Astronomical data handling: windows of opportunity and of challenge'', ESO Messenger, 1992, No. 70, 1992, 71-76.

  14. Murtagh, F., review of book Pattern Recognition: Statistical, Structural and Neural Approaches, R. Schalkoff, Wiley, 1992, in Journal of Classification, 9, 1992, 302-304.

  15. Adorf, H.-M. and Murtagh, F., ``HST image restoration: a short overview'', IAPR (International Association for Pattern Recognition) Newsletter, vol. 14, no. 2, 7-10, 1991.

  16. Murtagh, F., review of books Adaptive Pattern Recognition and Neural Networks, Y.-H. Pao, Addison-Wesley, 1989, and M. Zeidenberg, Neural Networks in Artificial Intelligence, Ellis Horwood, 1990, in Journal of Classification, 8, 115-119, 1991.

  17. Murtagh, F., review of book Parallel Processing and Artificial Intelligence, M. Reeve and S.E. Zenith (eds.), Wiley, 1989, in Journal of Classification, 7, 151-152. 1990.

  18. Murtagh, F., review of Three-Way Scaling and Clustering, P. Arabie, J.D. Carroll and W. DeSarbo, Journal of the American Statistical Association, 86, 252.

  19. Murtagh, F., review of book Data, Expert Knowledge and Decisions, W. Gaul and M. Schader (eds.), Springer-Verlag, 1988, in Journal of Classification, 6, 129-132, 1989.

  20. Rampazzo, R., Heck, A. and Murtagh, F., ``Classification of IUE spectra: a rule-based approach'', The ESA Journal, 12, 385-394, 1988.

  21. Murtagh, F., ``The European Southern Observatory: into its second quarter century'', The Irish Astronomical Journal, 18, 236-247.

  22. Murtagh, F., ``Conference report: Astronomy from Large Databases: Scientific Objectives and Methodological Approaches'', SIGMOD Record, 17, June 1988, pp. 108-111.

  23. Murtagh, F., Review of book Combinatorial Heuristic Algorithms with Fortran, Springer-Verlag, 1986 in Journal of Classification, 5, 1988, 138-139.

  24. Murtagh, F., Heck, A., and Di Gesù, V., ``Strengthening research links between astronomy/astrophysics and computing/statistics'', The Messenger No. 47, 23-24, 1987.

  25. Murtagh, F., ``A guide to computer communications and data networks for astronomers'', Strasbourg Data Centre Bulletin, No. 31, 1986, pp. 89-119.

  26. Murtagh, F., Review of book Cluster Dissection and Analysis: Theory, Fortran Programs, Examples (H. Späth, Ellis Horwood) Biometrics 42, 224, 1986.

  27. Murtagh, F., Review of book New Methods in Data Analysis and Applications (Janssen et al., North-Holland) Journal of Classification 2, 288-290, 1985.

  28. Murtagh, F., Discussion following ``Statistical modelling of teaching styles'', Aitkin et al., Journal of the Royal Statistical Society A, 144, 1981.

  29. Murtagh, F., ``The 15th London International Youth Science Fortnight'', The Irish Times [national newspaper], 29.8.1973.

  30. Miscellaneous articles: