Professor Fionn Murtagh

  1. Unpublished

    A History of Cluster Analysis Using the Classification Society's Bibliography Over Four Decades

    Murtagh, F. & J. Kurtz, M., 1 Sep 2012, (Unpublished) In : NA.

    Research output: Contribution to journalArticle

  2. Published

    A machine vision approach to the grading of crushed aggregate

    Murtagh, F., Qiao, X., Crookes, D., Walsh, P., Basheer, P. A. M., Long, A. & Starck, J. L., 2005, In : Machine Vision and Applications. 16, 4, p. 229-235

    Research output: Contribution to journalArticle

  3. Published

    A Note on Local Ultrametricity in Text

    Murtagh, F., 27 Jan 2007.

    Research output: Working paper

  4. Published

    Adaptive wavelet eye-gaze based video compression

    Murtagh, F., Farid, M. & Kurugollu, F., 2002, In : Proceedings of the SPIE. 4877, p. 255-263

    Research output: Contribution to journalArticle

  5. Published

    Algorithms for hierarchical clustering: An Overview

    Murtagh, F. & Contreras Albornoz, P., 2011, Data Mining and Knowledge Discovery, Wiley Interdisciplinary Reviews (WIRES). John Wiley & Sons, 12 p. (Wiley Interdisciplinary Reviews).

    Research output: Chapter in Book/Report/Conference proceedingChapter (peer-reviewed)

  6. Published

    Astronomical Image and Data Analysis

    Murtagh, F. & Starck, J-L., 2006, Second ed. Springer. 335 p.

    Research output: Book/ReportBook

  7. Published

    Bayes factors for edge detection from wavelet product spaces

    Murtagh, F. & Starck, J. L., May 2003, In : Optical Engineering. 42, p. 1375-1382

    Research output: Contribution to journalArticle

  8. Published

    Bayesian inference for multiband image segmentation via model-based clustering trees

    Murtagh, F., Raftery, A. E. & Starck, J. L., 2005, In : Image and Vision Computing. 23, 6, p. 587-596

    Research output: Contribution to journalArticle

  9. Published

    Bayesian model selection for spatial clustering in 3D surveys

    Murtagh, F., Donalek, C., Longo, G. & Tagliaferri, R., 2002, In : Proceedings of the SPIE. 4847, p. 391-401

    Research output: Contribution to journalArticle

  10. Published

    Bayesian segmentation and clustering for determining cloud mask images

    Murtagh, F., Barreto, D. & Marcello, J., 2002, In : Proceedings of the SPIE. 4877, p. 144-155

    Research output: Contribution to journalArticle

  11. Published

    Benchmarking segmentation results using a Markov model and a Bayes information criterion

    Murtagh, F., Qiao, X., Crookes, D., Walsh, P., Basheer, P. A. M. & Long, A., 2002, In : Proceedings of the SPIE. 4877, p. 248-254

    Research output: Contribution to journalArticle

  12. Published

    Between the Information Economy and Student Recruitment: Present Conjuncture and Future Prospects

    Murtagh, F., Oct 2008, In : UPGRADE: The European journal for the informatics professional. IX, 5, p. 56-64

    Research output: Contribution to journalArticle

  13. Published

    Clustering and Semantics Preservation in Cultural Heritage Information Spaces

    Murtagh, F., Pereira, J., Schmidt, F., Contreras Albornoz, P. & Astudillo, H., 2010, RIAO'2010 : Recherche d'Information Assistée par Ordinateur / Adaptivity, Personalization and Fusion of Heterogeneous Information. p. 100 105 p.

    Research output: Chapter in Book/Report/Conference proceedingChapter

  14. Published

    Clustering in massive data sets

    Murtagh, F., Abello, J. (ed.), Pardalos, P. M. (ed.) & Resende, M. G. C. (ed.), 2002, Handbook of Massive Data Sets. Norwell, MA, USA: Kluwer, p. 401-545

    Research output: Chapter in Book/Report/Conference proceedingChapter

  15. Published

    Collaboration Language for Social Information Engineering

    Englmeier, K., Mothe, J., Murtagh, F., Pereira, J. & Rosenberg, D., May 2011, InfoSys 2011: ICAS 2011. IARIA, p. 179 - 183 4 p.

    Research output: Chapter in Book/Report/Conference proceedingChapter (peer-reviewed)

  16. Published

    Computer display control and interaction using eye-gaze

    Murtagh, F., Farid, M. & Starck, J. L., 2002, In : Journal of the Society for Information Display. 10, 3, p. 289-293

    Research output: Contribution to journalArticle

  17. Published

    Correspondence Analysis and Data Coding with R and Java

    Murtagh, F., 2005, Chapman and Hall/CRC Press. 256 p.

    Research output: Book/ReportBook

  18. Published
  19. Published

    Decision Boundaries Using Bayes Factors: The Case of Cloud Masks

    Murtagh, F., Barreto, D. & Marcello, J., Dec 2003, In : IEEE Transactions on Geoscience and Remote Sensing. 41, 12, p. 2952-2958 6 p.

    Research output: Contribution to journalArticle

  20. Published

    Deconvolution and blind deconvolution in astronomy

    Murtagh, F., Pantin, E. & Starck, J-L., 2007, Blind Image Deconvolution: Theory and Applications. Campisi, P. & Egiazarian, K. (eds.). Taylor and Francis, p. 277-316

    Research output: Chapter in Book/Report/Conference proceedingChapter

  21. Published

    Deconvolution in astronomy: a review

    Murtagh, F., Starck, J. L. & Pantin, E., 2002, In : Publications of the astronomical society of the pacific. 114, p. 1051-1069

    Research output: Contribution to journalArticle

  22. Published

    Discussion of: Treelets - An adaptive multi-Scale basis for sparse unordered data

    Murtagh, F., 2008, In : Annals of Applied Statistics. 2, p. 472-473

    Research output: Contribution to journalComment/debate

  23. Published

    Distributed visual information management in astronomy

    Murtagh, F., Starck, J. L. & Louys, M., 2002, In : Computing in Science and Engineering. 4, 6, p. 14-23

    Research output: Contribution to journalArticle

  24. Published

    Eye-movements and voice as interface modalities to computer systems

    Murtagh, F. & Farid, M., 2002, In : Proceedings of the SPIE. 4877, p. 115-125

    Research output: Contribution to journalArticle

  25. Published

    Fast redshift clustering with the Baire (ultra) metric

    Murtagh, F. & Contreras, P., 20 Apr 2011.

    Research output: Contribution to conferencePaper

  26. Published

    Fast, Linear Time Hierarchical Clustering using the Baire Metric

    Contreras, P. & Murtagh, F., 2012, In : Journal of Classification. 29, p. 118-143 26 p.

    Research output: Contribution to journalArticle

  27. Published

    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

    Murtagh, F. & Contreras, P., 2012, In : p-Adic Numbers, Ultrametric Analysis and Applications. 4, 1, p. 45-56

    Research output: Contribution to journalArticle

  28. Published

    FPGA-based discrete wavelet transforms system

    Murtagh, F., Nibouche, M., Bouridane, A., Brebner, G. (ed.) & Woods, R. (ed.), 2001, Field-Programmable Logic and Applications. 2147 ed. Berlin: Springer-Verlag, p. 607-612 (Lecture Notes in Computer Science; no. 2147).

    Research output: Chapter in Book/Report/Conference proceedingChapter

  29. Published

    From Data to the p-Adic or Ultrametric Model

    Murtagh, F., 2009, In : p-Adic Numbers, Ultrametric Analysis and Applications. 1, p. 58-68

    Research output: Contribution to journalArticle

  30. Published

    Geometric Data Analysis, From Correspondence Analysis to Structured Data Analysis (book review)

    Murtagh, F., Jun 2008, In : Journal of Classification. 25, 1

    Research output: Contribution to journalBook/Film/Article review

  31. Published

    Gray and color image contrast enhancement by the curvelet transform

    Murtagh, F., Starck, J. L., Candes, E. J. & Donoho, D. L., Jun 2003, In : IEEE Transactions on Image Processing. 12, 6, p. 706-717

    Research output: Contribution to journalArticle

  32. Published

    Hierarchical clustering of massive, high dimensional data sets by exploiting ultrametric embedding

    Murtagh, F., Contreras Albornoz, P. & Downs, G., 2008, In : SIAM Journal on Scientific Computing. 30, p. 707-730 24 p.

    Research output: Contribution to journalArticle

  33. Published

    High-quality still images from video frame sequences

    Murtagh, F., Geradts, Z. & Rudin, L. I., 2002, In : Proceedings of the SPIE. 4709, p. 49-59

    Research output: Contribution to journalArticle

  34. Published
  35. Published

    Igor V. Volovich

    Murtagh, F. & Accardi, L., 2012, In : p-Adic Numbers, Ultrametric Analysis and Applications. 4, 1, p. 1-4

    Research output: Contribution to journalComment/debate

  36. Published

    Image Processing and Data Analysis: The Multiscale Approach

    Murtagh, F., Starck, J-L. & Bijaoui, A., 1998, Cambridge : Cambridge University Press.

    Research output: Book/ReportBook

  37. Published

    Information spcaes

    Murtagh, F., 2004, Encyclopedia of Human-Computer Interaction. Berkshire, p. 371-376

    Research output: Chapter in Book/Report/Conference proceedingEntry for encyclopedia/dictionary

  38. Published

    Interactive visual user interfaces: a survey

    Murtagh, F., Taskaya, T., Contreras, P. & Mothe, J., 2003, In : Artificial Intelligence Review. 19, 4, p. 263-283

    Research output: Contribution to journalArticle

  39. Forthcoming

    Linear Time Baire Hierarchical Clustering for Enterprise Information Retrieval

    Murtagh, F. & Contreras Albornoz, P., 2012, (Accepted/In press) In : International Journal of Software and Informatics . 6, 3

    Research output: Contribution to journalArticle

  40. Published

    Methods of Hierarchical Clustering

    Murtagh, F. & Contreras, P., 2011, Data Mining and Knowledge Discovery. Wiley-Interscience

    Research output: Chapter in Book/Report/Conference proceedingChapter

  41. Published

    Multiband segmentation based on a hierarchical Markov model

    Murtagh, F. & Collet, C., 2004, In : Pattern Recognition. 37, 12, p. 2337-2347

    Research output: Contribution to journalArticle

  42. Published

    Multiresolution filtering and segmentation of multispectral images

    Murtagh, F., Collet, C., Louys, M. & Starck, J. L., 2002, In : Proceedings of the SPIE. 4847, p. 354-361

    Research output: Contribution to journalArticle

  43. Published

    New Methods of Analysis of Narrative and Semantics in Support of Interactivity

    Murtagh, F., Ganz, A. & Reddington, J., 2011, In : Entertainment Computing. 2, p. 115-121

    Research output: Contribution to journalArticle

  44. Published

    On Ultrametric Algorithmic Information

    Murtagh, F., 2010, In : The Computer Journal. 53, 4, p. 405-416

    Research output: Contribution to journalArticle

  45. Published

    Ontology from Local Hierarchical Structure in Text

    Murtagh, F., Mothe, J. & Englmeier, K., 27 Jan 2007.

    Research output: Working paper

  46. Published

    Open Access, Intellectual Property, and How Biotechnology Becomes a New Software Science

    Murtagh, F., Aug 2010, In : UPGRADE: The European journal for the informatics professional. XI , 4, p. 50-64

    Research output: Contribution to journalArticle

  47. Published

    Origins of Modern Data Analysis Linked to the Beginnings and Early Development of Computer Science and Information Engineering

    Murtagh, F., 2008, In : Electronic Journal for History of Probability and Statisics. 4, 2

    Research output: Contribution to journalArticle

  48. Published

    Quantifying ultrametricity

    Murtagh, F. & Antoch, J. (ed.), 2004, Compstat 2004: Proceedings in Computational Statistics. Berlin: Springer-Verlag, p. 1561-1568

    Research output: Chapter in Book/Report/Conference proceedingChapter

  49. Published

    Quantization from Bayes factors with application to multilevel thresholding

    Murtagh, F. & Starck, J. L., 2003, In : Pattern Recognition Letters. 24, 12, p. 2001-2007

    Research output: Contribution to journalArticle

  50. Published

    Scale-Based Gaussian Coverings: Combining Intra and Inter Mixture Models in Image Segmentation

    Murtagh, F., Contreras, P. & Starck, J-L., 2009, In : Entropy. 11, 3, p. 513-528 13 p.

    Research output: Contribution to journalArticle

  51. Published

    SedLog: A shareware program for drawing graphic logs and log data manipulation

    Zervas, D., Nichols, G. J., Hall, R., Smyth, H. R., Lüthje, C. & Murtagh, F., 2009, In : Computers & Geosciences. 35, 10, p. 2151-2159

    Research output: Contribution to journalArticle

  52. Published

    Semantic description of signal and image databases

    Murtagh, F., Contreras, P., Kokuer, M. & Louys, M., 2002, In : Proceedings of the SPIE. 4877, p. 230-237

    Research output: Contribution to journalArticle

  53. Published

    Semantics from narrative: state of the art and future perspectives

    Murtagh, F., Ganz, A. & Reddington, J., 2011, Statistical Learning and Data Science. Summa, M. G., Bottou, L., Goldfarb, B., Murtagh, F., Pardoux, C. & Touati, M. (eds.). Taylor and Francis, (Computer Science and Data Analysis).

    Research output: Chapter in Book/Report/Conference proceedingOther contribution

  54. Published

    Sparse Image and Signal Processing: Wavelets, Curvelets, Morphological Diversity

    Murtagh, F., Starck, J-L. & Fadili, J., 2010, Cambridge: Cambridge University Press. 336 p.

    Research output: Book/ReportBook

  55. Published

    Starlet Transform in Astronomical Data Processing: Application to Source Detection and Image Deconvolution

    Murtagh, F., Starck, J-L. & Bertero, M., 2011, Handbook of Mathematical Methods in Imaging. Scherzer, O. (ed.). Springer, p. 1489-1531 43 p.

    Research output: Chapter in Book/Report/Conference proceedingChapter

  56. Forthcoming

    Statistical Learning and Data Science

    Murtagh, F., Summa, M. (ed.), Bottou, L. (ed.), Goldfarb, B. (ed.), Pardoux, C. (ed.) & Touati, M. (ed.), 2011, (Accepted/In press) Bocca Raton: Chapman and Hall/CRC Press. (Computer Science and Data Analysis)

    Research output: Book/ReportBook

  57. Published

    Statistical Methodology (Elsevier): Special issue - Astrostatistics

    Murtagh, F., 2012, Elsevier.

    Research output: Other contribution

  58. Published

    Symmetry in Data Mining and Analysis: A Unifying View based on Hierarchy

    Murtagh, F., 2009, In : Proceedings of the Steklov Institute of Mathematics. 265, p. 177-198 22 p.

    Research output: Contribution to journalArticle

  59. Published

    Tag Clouds for Displaying Semantics: The Case of Filmscripts

    Murtagh, F., Ganz, A. & Reddington, J., 2010, In : Information Visualization . 9, 4, p. 253-262 10 p.

    Research output: Contribution to journalArticle

  60. Published

    The Correspondence Analysis Platform for Uncovering Deep Structure in Data and Information

    Murtagh, F., 2010, In : The Computer Journal. 53, 3, p. 304-315 11 p.

    Research output: Contribution to journalArticle

  61. In preparation

    The Future of Search and Discovery in Big Data Analytics Ultrametric Information Spaces: Ultrametric Information Spaces

    Murtagh, F. & Contreras, P., 15 Feb 2012, (In preparation) In : NA.

    Research output: Contribution to journalArticle

  62. Published
  63. Published

    The Haar Wavelet Transform of a Dendrogram

    Murtagh, F., Jun 2007, In : Journal of Classification. 24, 1

    Research output: Contribution to journalArticle

  64. Published

    The Haar Wavelet Transform of a Dendrogram: Additional Notes

    Murtagh, F., 10 Feb 2007.

    Research output: Working paperDiscussion paper

  65. Published

    The Remarkable Simplicity of Very High Dimensional Data: Application of Model-Based Clustering

    Murtagh, F., 2009, In : Journal of Classification. 26, 3, p. 249-277 28 p.

    Research output: Contribution to journalArticle

  66. Published

    The Structure of Narrative: the Case of Film Scripts

    Murtagh, F., Ganz, A. & McKie, S., Feb 2009, In : Pattern Recognition. 42, 2, p. 302-312 11 p.

    Research output: Contribution to journalArticle

  67. Published

    Thinking ultrametrically

    Murtagh, F., Banks, D. (ed.), House, L. (ed.), McMorris, F. R. (ed.), Arabie, P. (ed.) & Gaul, W. (ed.), 2004, Classification, Clustering, and Data Mining Applications. Berlin: Springer-Verlag, p. 3-14 (Studies in Classification, Data Analysis & Knowledge Organization).

    Research output: Chapter in Book/Report/Conference proceedingChapter

  68. Published

    Three types of gamma-ray bursts

    Mukherjee, S., D. Feigelson, E., Jogesh Babu, G., Murtagh, F., Fraley, C. & Raftery, A., 1998, In : Astrophysical Journal. 508, p. 314-327 14 p.

    Research output: Contribution to journalArticle

  69. Published

    Ultrametric and Generalized Ultrametric in Computational Logic and in Data Analysis

    Murtagh, F., 2011, Horizons in Computer Science Research. Clary, T. (ed.). Vol. 2.

    Research output: Chapter in Book/Report/Conference proceedingChapter

  70. Published

    Ultrametric embedding: application to data fingerprinting and to fast data clustering

    Murtagh, F., 2008, Data Mining and Mathematical Programming: CRM Proceedings & Lecture Notes Vol. 45. Pardalos, P. & Hansen, P. (eds.). American Mathematical Society, p. 199-209 (CRM Proceedings & Lecture Notes).

    Research output: Chapter in Book/Report/Conference proceedingChapter

  71. Published

    Ultrametric Model of Mind, I Review

    Murtagh, F., 13 Jan 2012, In : p-Adic Numbers, Ultrametric Analysis and Applications.

    Research output: Contribution to journalArticle

  72. Published

    Ultrametric Model of Mind, II: Application to Text Content Analysis

    Murtagh, F., 13 Jan 2012, In : p-Adic Numbers, Ultrametric Analysis and Applications.

    Research output: Contribution to journalArticle

  73. Published

    Ultrametric Wavelet Regression of Multivariate Time Series: Application to Colombian Conflict Analysis

    Murtagh, F., Spagat, M. & A. Restrepo, J., 2011, In : IEEE Transactions on Systems, Man and Cybernetics, Part A: Systems and Humans. 41, 2, p. 254-263 10 p.

    Research output: Contribution to journalArticle

  74. Forthcoming

    Ward's Hierarchical Agglomerative Clustering Method: Which Algorithms Implement Ward's Criterion?

    Murtagh, F. & Legendre, P., 2013, (Accepted/In press) In : Journal of Classification.

    Research output: Contribution to journalArticle

  75. Published

    Ward's Hierarchical Clustering Method: Clustering Criterion and Agglomerative Algorithm

    Murtagh, F. & Legendre, P., 27 Nov 2011, In : Preprint.

    Research output: Contribution to journalArticle

  76. Published

    Wavelet-based combined signal filtering and prediction

    Murtagh, F., Renaud, O. & Starck, J-L., 2005, In : IEEE Transactions on Systems, Man and Cybernetics, Part B: Cybernetics. 35, 6, p. 1241-1251

    Research output: Contribution to journalArticle