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ORCIDFionn Murtagh
Person information
- affiliation: Royal Holloway, University of London, UK
- affiliation (former): University College Dublin, Ireland
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2020 – today
- 2021
[j96]Hao Xiong, Yuan Yan Tang, Fionn Murtagh, Leszek Rutkowski
, Shlomo Berkovsky:
A diversified shared latent variable model for efficient image characteristics extraction and modelling. Neurocomputing 421: 244-259 (2021)- [c38]John Langham, Daniel Stamate, Charlotte A. Wu, Fionn Murtagh, Catharine Morgan, David Reeves, Darren Ashcroft, Evangelos Kontopantelis, Brian McMillan:
Predicting risk of dementia with machine learning and survival models using routine primary care records. BIBM 2021: 3036-3042 - 2020
- [j95]Zhenjun Tang, Lv Chen, Heng Yao, Xianquan Zhang, Chunqiang Yu, Fionn Murtagh:
Video Hashing with DCT and NMF. Comput. J. 63(7): 1017-1030 (2020) - [j94]Farag Hamed Kuwil, Ümit Atila, Radwan Abu-Issa, Fionn Murtagh:
A novel data clustering algorithm based on gravity center methodology. Expert Syst. Appl. 156: 113435 (2020) - [j93]Jun Yu, Yezhou Yang, Fionn Murtagh, Xinbo Gao:
Fine-grained visual understanding and reasoning. Neurocomputing 398: 408-410 (2020)
2010 – 2019
- 2019
- [j92]Farag Hamed Kuwil, Fadi Shaar, Ahmet Ercan Topcu, Fionn Murtagh:
A new data clustering algorithm based on critical distance methodology. Expert Syst. Appl. 129: 296-310 (2019) - [j91]C. L. Philip Chen, Xinge You, Xinbo Gao, Tongliang Liu, Fionn Murtagh, Weifeng Liu:
Advances in data representation and learning for pattern analysis. Neurocomputing 348: 1-2 (2019) - [i41]Fionn Murtagh:
Linear Time Visualization and Search in Big Data using Pixellated Factor Space Mapping. CoRR abs/1902.10655 (2019) - 2018
- [j90]Fionn Murtagh, Keith Devlin:
The Development of Data Science: Implications for Education, Employment, Research, and the Data Revolution for Sustainable Development. Big Data Cogn. Comput. 2(2): 14 (2018) - [j89]Salvador Villena, Miguel Vega, Javier Mateos, Duska Rosenberg, Fionn Murtagh, Rafael Molina, Aggelos K. Katsaggelos:
Image super-resolution for outdoor digital forensics. Usability and legal aspects. Comput. Ind. 98: 34-47 (2018) - [j88]Fionn Murtagh, Michael Orlov, Boris G. Mirkin:
Qualitative Judgement of Research Impact: Domain Taxonomy as a Fundamental Framework for Judgement of the Quality of Research. J. Classif. 35(1): 5-28 (2018) - [j87]Patrice Bellot, Linda Cappellato, Nicola Ferro, Josiane Mothe, Fionn Murtagh, Jian-Yun Nie, Eric SanJuan, Laure Soulier, Chiraz Trabelsi:
Report on CLEF 2018: Experimental IR Meets Multilinguality, Multimodality, and Interaction. SIGIR Forum 52(2): 72-82 (2018) - [j86]Xinmei Tian, Weifeng Liu, Fionn Murtagh:
Data mining in human activity analysis. Signal Process. 147: 247-248 (2018) - [c37]Fionn Murtagh:
Analysing Activities, Contextualized for General Health, Depression and Demographics. DSAA 2018: 547-554 - [c36]Daniel Stamate, Wajdi Alghamdi, Jeremy Ogg, Richard Hoile, Fionn Murtagh:
A Machine Learning Framework for Predicting Dementia and Mild Cognitive Impairment. ICMLA 2018: 671-678 - [c35]Daniel Stamate, Wajdi Alghamdi, Daniel Stahl, Ida M. Pu, Fionn Murtagh, Danielle Belgrave, Robin M. Murray, Marta Di Forti:
Predicting First-Episode Psychosis Associated with Cannabis Use with Artificial Neural Networks and Deep Learning. IPMU (3) 2018: 691-702 - [e1]Patrice Bellot, Chiraz Trabelsi, Josiane Mothe, Fionn Murtagh, Jian-Yun Nie, Laure Soulier, Eric SanJuan, Linda Cappellato, Nicola Ferro:
Experimental IR Meets Multilinguality, Multimodality, and Interaction - 9th International Conference of the CLEF Association, CLEF 2018, Avignon, France, September 10-14, 2018, Proceedings. Lecture Notes in Computer Science 11018, Springer 2018, ISBN 978-3-319-98931-0 [contents] - [i40]Fionn Murtagh, Giuseppe Iurato:
Core Conflictual Relationship: Text Mining to Discover What and When. CoRR abs/1805.11140 (2018) - 2017
- [j85]Kurt Englmeier, Fionn Murtagh:
Editorial: What Can We Expect from Data Scientists? J. Theor. Appl. Electron. Commer. Res. 12(1) (2017) - [j84]Fionn Murtagh, Pedro Contreras:
Algorithms for hierarchical clustering: an overview, II. WIREs Data Mining Knowl. Discov. 7(6) (2017) - [c34]Kurt Englmeier, Fionn Murtagh:
Data Scientist - Manager of the Discovery Lifecycle. DATA 2017: 133-140 - [i39]Fionn Murtagh:
The Geometry and Topology of Data and Information for Analytics of Processes and Behaviours: Building on Bourdieu and Addressing New Societal Challenges. CoRR abs/1705.08503 (2017) - 2016
- [j83]Fionn Murtagh, Michael J. Kurtz:
The Classification Society's Bibliography Over Four Decades: History and Content Analysis. J. Classif. 33(1): 6-29 (2016) - [j82]Fionn Murtagh, Pedro Contreras:
Direct Reading Algorithm for Hierarchical Clustering. Electron. Notes Discret. Math. 56: 37-42 (2016) - [c33]Fionn Murtagh:
Hierarchical Matching and Regression with Application to Photometric Redshift Estimation. Astroinformatics 2016: 145-155 - [c32]Lorraine Goeuriot, Josiane Mothe, Philippe Mulhem, Fionn Murtagh, Eric SanJuan:
Overview of the CLEF 2016 Cultural Micro-blog Contextualization Workshop. CLEF 2016: 371-378 - [c31]Fionn Murtagh:
Semantic Mapping: Towards Contextual and Trend Analysis of Behaviours and Practices. CLEF (Working Notes) 2016: 1207-1225 - [c30]Kurt Englmeier, Fionn Murtagh:
Interaction for Information Discovery Empowering Information Consumers. HCI (4) 2016: 252-262 - [i38]Fionn Murtagh, Giuseppe Iurato:
Jacques Lacan's Registers of the Psychoanalytic Field, Applied using Geometric Data Analysis to Edgar Allan Poe's "The Purloined Letter". CoRR abs/1604.06952 (2016) - [i37]Fionn Murtagh:
Sparse p-Adic Data Coding for Computationally Efficient and Effective Big Data Analytics. CoRR abs/1604.06961 (2016) - [i36]Fionn Murtagh, Michael Orlov, Boris G. Mirkin:
Qualitative Judgement of Research Impact: Domain Taxonomy as a Fundamental Framework for Judgement of the Quality of Research. CoRR abs/1607.03200 (2016) - [i35]Fionn Murtagh, Mohsen M. Farid:
Contextualizing Geometric Data Analysis and Related Data Analytics: A Virtual Microscope for Big Data Analytics. CoRR abs/1611.09948 (2016) - 2015
- [j81]Yingxu Wang, Edmund T. Rolls, Newton Howard, Victor Raskin, Witold Kinsner, Fionn Murtagh, Virendrakumar C. Bhavsar, Shushma Patel, Dilip Patel, Duane F. Shell:
Cognitive Informatics and Computational Intelligence: From Information Revolution to Intelligence Revolution. Int. J. Softw. Sci. Comput. Intell. 7(2): 50-69 (2015) - [j80]Fionn Murtagh, Adam Ganz:
Pattern Recognition in Narrative: Tracking Emotional Expression in Context. J. Data Min. Digit. Humanit. 2015 (2015) - [c29]Fionn Murtagh, Mohsen M. Farid:
The Structure of Argument: Semantic Mapping of US Supreme Court Cases. SLDS 2015: 397-405 - [c28]Fionn Murtagh, Pedro Contreras:
Random Projection Towards the Baire Metric for High Dimensional Clustering. SLDS 2015: 424-431 - [r2]Jean-Luc Starck, Fionn Murtagh, Mario Bertero:
Starlet Transform in Astronomical Data Processing. Handbook of Mathematical Methods in Imaging 2015: 2053-2098 - [i34]Fionn Murtagh:
Correspondence Factor Analysis of Big Data Sets: A Case Study of 30 Million Words; and Contrasting Analytics using Apache Solr and Correspondence Analysis in R. CoRR abs/1507.01529 (2015) - [i33]Fionn Murtagh:
Big Data Scaling through Metric Mapping: Exploiting the Remarkable Simplicity of Very High Dimensional Spaces using Correspondence Analysis. CoRR abs/1512.04052 (2015) - 2014
- [j79]Fionn Murtagh:
Theme Articles on Classification and Geometric Data Analysis. J. Classif. 31(1): 1 (2014) - [j78]Fionn Murtagh, Pierre Legendre:
Ward's Hierarchical Agglomerative Clustering Method: Which Algorithms Implement Ward's Criterion? J. Classif. 31(3): 274-295 (2014) - [j77]Fionn Murtagh:
Pattern Recognition of Subconscious Underpinnings of Cognition using Ultrametric Topological Mapping of Thinking and Memory. Int. J. Cogn. Informatics Nat. Intell. 8(4): 1-16 (2014) - [c27]Fionn Murtagh:
Pattern recognition in mental processes: Determining vestiges of the subconscious through ultrametric component analysis. ICCI*CC 2014: 155-161 - [c26]Fionn Murtagh, Pedro Contreras:
Linear Storage and Potentially Constant Time Hierarchical Clustering Using the Baire Metric and Random Spanning Paths. ECDA 2014: 43-52 - [i32]Fionn Murtagh, Adam Ganz:
Pattern Recognition in Narrative: Analysis of Narratives of Emotion. CoRR abs/1405.3539 (2014) - [i31]Fionn Murtagh, Monica Pianosi, Richard Bull:
Visualizing and Quantifying Impact and Effect in Twitter Narrative using Geometric Data Analysis. CoRR abs/1409.1039 (2014) - 2013
- [j76]Dacheng Tao, Dianhui Wang, Fionn Murtagh:
Machine learning in intelligent image processing. Signal Process. 93(6): 1399-1400 (2013) - [c25]Fionn Murtagh:
Towards a New Science of Big Data Analytics, based on the Geometry and the Topology of Complex, Hierarchic Systems. EGC 2013: 1-2 - [c24]Joseph Reddington, Fionn Murtagh, Douglas Cowie:
Computational Properties of Fiction Writing and Collaborative Work. IDA 2013: 369-379 - [c23]Kurt Englmeier, John Atkinson, Josiane Mothe, Fionn Murtagh, Javier Pereira:
A Context Description Language for Medical Information Systems. MUSIC 2013: 421-432 - [i30]Joseph Reddington, Fionn Murtagh, Douglas Cowie:
Computational Properties of Fiction Writing and Collaborative Work. CoRR abs/1308.3745 (2013) - [i29]Fionn Murtagh:
Ultrametric Component Analysis with Application to Analysis of Text and of Emotion. CoRR abs/1309.3611 (2013) - 2012
- [j75]Pedro Contreras, Fionn Murtagh:
Fast, Linear Time Hierarchical Clustering using the Baire Metric. J. Classif. 29(2): 118-143 (2012) - [j74]Pedro Contreras, Fionn Murtagh:
Linear Time Baire Hierarchical Clustering for Enterprise Information Retrieval. Int. J. Softw. Informatics 6(3): 363-380 (2012) - [j73]Fionn Murtagh, Pedro Contreras:
Algorithms for hierarchical clustering: an overview. WIREs Data Mining Knowl. Discov. 2(1): 86-97 (2012) - [p2]Josiane Mothe, Kurt Englmeier, Fionn Murtagh:
Information Mining: Methods and Interfaces for Accessing Complex Information. Textual Information Access: Statistical Models 2012: 307-336 - [i28]Fionn Murtagh:
Ultrametric Model of Mind, I: Review. CoRR abs/1201.2711 (2012) - [i27]Fionn Murtagh:
Ultrametric Model of Mind, II: Application to Text Content Analysis. CoRR abs/1201.2719 (2012) - [i26]Fionn Murtagh, Pedro Contreras:
The Future of Search and Discovery in Big Data Analytics: Ultrametric Information Spaces. CoRR abs/1202.3451 (2012) - [i25]Fionn Murtagh, Michael J. Kurtz:
A History of Cluster Analysis Using the Classification Society's Bibliography Over Four Decades. CoRR abs/1209.0125 (2012) - 2011
- [j72]Fionn Murtagh, Adam Ganz, Joe Reddington:
New methods of analysis of narrative and semantics in support of interactivity. Entertain. Comput. 2(2): 115-121 (2011) - [j71]Fionn Murtagh, Michael Spagat, Jorge A. Restrepo:
Ultrametric Wavelet Regression of Multivariate Time Series: Application to Colombian Conflict Analysis. IEEE Trans. Syst. Man Cybern. Part A 41(2): 254-263 (2011) - [c22]Kurt Englmeier, Fionn Murtagh, Josiane Mothe, Javier Pereira, Duska Rosenberg:
The role of natural language in social information engineering. AFRICON 2011: 1-6 - [r1]Fionn Murtagh:
Hierarchical Clustering. International Encyclopedia of Statistical Science 2011: 633-635 - [i24]Fionn Murtagh, Pedro Contreras:
Fast redshift clustering with the Baire (ultra) metric. CoRR abs/1104.4063 (2011) - [i23]Fionn Murtagh, Pedro Contreras:
Methods of Hierarchical Clustering. CoRR abs/1105.0121 (2011) - [i22]Pedro Contreras, Fionn Murtagh:
Fast, Linear Time Hierarchical Clustering using the Baire Metric. CoRR abs/1106.2229 (2011) - [i21]Fionn Murtagh, Pierre Legendre:
Ward's Hierarchical Clustering Method: Clustering Criterion and Agglomerative Algorithm. CoRR abs/1111.6285 (2011) - 2010
- [b3]Jean-Luc Starck, Fionn Murtagh, Mohamed-Jalal Fadili:
Sparse Image and Signal Processing - Wavelets, Curvelets, Morphological Diversity. Cambridge University Press 2010, ISBN 978-0-521-11913-9, pp. I-XVII, 1-316 - [j70]Fionn Murtagh:
The Correspondence Analysis Platform for Uncovering Deep Structure in Data and Information. Comput. J. 53(3): 304-315 (2010) - [j69]Fionn Murtagh:
On Ultrametric Algorithmic Information. Comput. J. 53(4): 405-416 (2010) - [j68]Fionn Murtagh, Adam Ganz, Stewart McKie, Josiane Mothe, Kurt Englmeier:
Tag clouds for displaying semantics: The case of filmscripts. Inf. Vis. 9(4): 253-262 (2010) - [j67]Fionn Murtagh, Adam Ganz:
La sémantique d'un récit: état de l'art et perspectives. Monde des Util. Anal. Données 42: 36-44 (2010) - [c21]Javier Pereira, Felipe Schmidt, Pedro Contreras, Fionn Murtagh, Hernán Astudillo:
Clustering and semantics preservation in cultural heritage information spaces. RIAO 2010: 100-105 - [i20]Fionn Murtagh, Pedro Contreras:
Hierarchical Clustering for Finding Symmetries and Other Patterns in Massive, High Dimensional Datasets. CoRR abs/1005.2638 (2010) - [i19]Fionn Murtagh, Adam Ganz:
Segmentation and Nodal Points in Narrative: Study of Multiple Variations of a Ballad. CoRR abs/1006.1343 (2010) - [i18]Fionn Murtagh:
Ultrametric and Generalized Ultrametric in Computational Logic and in Data Analysis. CoRR abs/1008.3585 (2010) - [i17]Fionn Murtagh, Adam Ganz, Joe Reddington:
New Methods of Analysis of Narrative and Semantics in Support of Interactivity. CoRR abs/1011.3241 (2010)
2000 – 2009
- 2009
- [j66]Mohamed-Jalal Fadili, Jean-Luc Starck, Fionn Murtagh:
Inpainting and Zooming Using Sparse Representations. Comput. J. 52(1): 64-79 (2009) - [j65]Fionn Murtagh:
The Remarkable Simplicity of Very High Dimensional Data: Application of Model-Based Clustering. J. Classif. 26(3): 249-277 (2009) - [j64]Yang Mu, Dacheng Tao, Xuelong Li, Fionn Murtagh:
Biologically Inspired Tensor Features. Cogn. Comput. 1(4): 327-341 (2009) - [j63]Fionn Murtagh, Pedro Contreras, Jean-Luc Starck:
Scale-Based Gaussian Coverings: Combining Intra and Inter Mixture Models in Image Segmentation. Entropy 11(3): 513-528 (2009) - [j62]Dimitrios Zervas, Gary J. Nichols, Robert Hall, Helen R. Smyth, Charlotta Lüthje, Fionn Murtagh:
SedLog: A shareware program for drawing graphic logs and log data manipulation. Comput. Geosci. 35(10): 2151-2159 (2009) - [j61]Fionn Murtagh, Adam Ganz, Stewart McKie:
The structure of narrative: The case of film scripts. Pattern Recognit. 42(2): 302-312 (2009) - [i16]Fionn Murtagh, Adam Ganz, Stewart McKie, Josiane Mothe, Kurt Englmeier:
Tag Clouds for Displaying Semantics: The Case of Filmscripts. CoRR abs/0905.3830 (2009) - [i15]Fionn Murtagh, Pedro Contreras, Jean-Luc Starck:
Scale-Based Gaussian Coverings: Combining Intra and Inter Mixture Models in Image Segmentation. CoRR abs/0909.0481 (2009) - [i14]Fionn Murtagh:
Open Access, Intellectual Property, and How Biotechnology Becomes a New Software Science. CoRR abs/0912.1262 (2009) - 2008
- [j60]Fionn Murtagh:
Editorial. Comput. J. 51(6): 612-614 (2008) - [j59]Fionn Murtagh:
B. Le Roux and H. Rouanet, Geometric Data Analysis, From Correspondence Analysis to Structured Data Analysis , Dordrecht, Kluwer, 2004, pp. xi + 475. J. Classif. 25(1): 137-141 (2008) - [j58]Fionn Murtagh, Jean-Luc Starck:
Wavelet and curvelet moments for image classification: Application to aggregate mixture grading. Pattern Recognit. Lett. 29(10): 1557-1564 (2008) - [j57]Fionn Murtagh, Geoff Downs, Pedro Contreras:
Hierarchical Clustering of Massive, High Dimensional Data Sets by Exploiting Ultrametric Embedding. SIAM J. Sci. Comput. 30(2): 707-730 (2008) - [j56]Hui Wang, Fionn Murtagh:
A Study of the Neighborhood Counting Similarity. IEEE Trans. Knowl. Data Eng. 20(4): 449-461 (2008) - [p1]Duska Rosenberg, Mirja Lievonen, Pedro Contreras, Fionn Murtagh, Guido Kühn, Ralf Doerner:
Application Design of Learning Grid in Computer-Mediated Communication. The Learning Grid Handbook 2008: 107-123 - [i13]Fionn Murtagh, Jean-Luc Starck:
Wavelet and Curvelet Moments for Image Classification: Application to Aggregate Mixture Grading. CoRR abs/0802.3528 (2008) - [i12]Fionn Murtagh:
Geometric Data Analysis, From Correspondence Analysis to Structured Data Analysis (book review). CoRR abs/0804.1244 (2008) - [i11]Fionn Murtagh, Adam Ganz, Stewart McKie:
The Structure of Narrative: the Case of Film Scripts. CoRR abs/0805.3799 (2008) - [i10]Fionn Murtagh:
The Correspondence Analysis Platform for Uncovering Deep Structure in Data and Information. CoRR abs/0807.0908 (2008) - [i9]Fionn Murtagh:
Between the Information Economy and Student Recruitment: Present Conjuncture and Future Prospects. CoRR abs/0809.0874 (2008) - [i8]Fionn Murtagh:
Origins of Modern Data Analysis Linked to the Beginnings and Early Development of Computer Science and Information Engineering. CoRR abs/0811.2519 (2008) - 2007
- [j55]Fionn Murtagh:
The Haar Wavelet Transform of a Dendrogram. J. Classif. 24(1): 3-32 (2007) - [j54]Jean-Luc Starck, Jalal Fadili, Fionn Murtagh:
The Undecimated Wavelet Decomposition and its Reconstruction. IEEE Trans. Image Process. 16(2): 297-309 (2007) - [i7]Fionn Murtagh:
On Ultrametric Algorithmic Information. CoRR abs/0709.0116 (2007) - [i6]Fionn Murtagh, Josiane Mothe, Kurt Englmeier:
Ontology from Local Hierarchical Structure in Text. CoRR abs/cs/0701180 (2007) - [i5]Fionn Murtagh:
A Note on Local Ultrametricity in Text. CoRR abs/cs/0701181 (2007) - [i4]Fionn Murtagh:
The Haar Wavelet Transform of a Dendrogram: Additional Notes. CoRR abs/cs/0702067 (2007) - 2006
- [b2]Jean-Luc Starck, Fionn Murtagh:
Astronomical Image and Data Analysis, Second Edition. Astronomy and Astrophysics Library, Springer 2006, ISBN 978-3-540-33024-0, pp. I-XIV, 1-335 - [j53]Fionn Murtagh:
Editorial. Comput. J. 49(2): 134-135 (2006) - [j52]D. Benaouda, Fionn Murtagh, Jean-Luc Starck, Olivier Renaud:
Wavelet-based nonlinear multiscale decomposition model for electricity load forecasting. Neurocomputing 70(1-3): 139-154 (2006) - [c20]Fionn Murtagh:
Identifying and Exploiting Ultrametricity. GfKl 2006: 263-272 - [i3]Fionn Murtagh:
The Haar Wavelet Transform of a Dendrogram. CoRR abs/cs/0608107 (2006) - 2005
- [j51]Fionn Murtagh, Xiaoyu Qiao, Paul Walsh, P. A. M. Basheer, Danny Crookes, Adrian Long:
Grading of construction aggregate through machine vision: Results and prospects. Comput. Ind. 56(8-9): 905-917 (2005) - [j50]Fionn Murtagh:
Editorial. Comput. J. 48(4): 381 (2005) - [j49]Steven Johnstone, Pedro Contreras, Fionn Murtagh, Paul Sage:
Peer-to-Peer Information Access and Retrieval. Ingénierie des Systèmes d Inf. 10(1): 101-122 (2005) - [j48]Fionn Murtagh, Adrian E. Raftery, Jean-Luc Starck:
Bayesian inference for multiband image segmentation via model-based cluster trees. Image Vis. Comput. 23(6): 587-596 (2005) - [j47]Fionn Murtagh, Xiaoyu Qiao, Danny Crookes, Paul Walsh, P. A. M. Basheer, Adrian Long, Jean-Luc Starck:
A machine vision approach to the grading of crushed aggregate. Mach. Vis. Appl. 16(4): 229-235 (2005) - [j46]Olivier Renaud, Jean-Luc Starck, Fionn Murtagh:
Wavelet-based combined signal filtering and prediction. IEEE Trans. Syst. Man Cybern. Part B 35(6): 1241-1251 (2005) - [c19]Kurt Englmeier, Josiane Mothe, Fionn Murtagh:
How to Bridge the Last Gap of Detail for a Complete Integration of Web Services into Users' Tasks. ICWS 2005: 691-698 - [c18]David W. G. Montgomery, Abbes Amira, Fionn Murtagh:
An automated volumetric segmentation system combining multiscale and statistical reasoning. ISCAS (4) 2005: 3789-3792 - 2004
- [j45]