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Research Output 1998 2018

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Conference contribution
2018

Predicting First-Episode Psychosis Associated with Cannabis Use with Artificial Neural Networks and Deep Learning

Stamate, D., Alghamdi, W., Stahl, D., Pu, I., Murtagh, F., Belgrave, D., Murray, R. & di Forti, M., 18 May 2018, Information Processing and Management of Uncertainty in Knowledge-Based Systems. Applications: 17th International Conference, IPMU 2018, Proceedings, Part III. Medina, J., Ojeda-Aciego, M., Verdegay, J. L., Perfilieva, I., Bouchon-Meunier, B. & Yager, R. R. (eds.). Springer Verlag, p. 691-702 12 p. (Communications in Computer and Information Science; vol. 855).

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

Open Access
File
Predictive Model
Post-processing
Artificial Neural Network
Machine Learning
Neural networks
2017
1 Citations

Big data scaling through metric mapping: exploiting the remarkable simplicity of very high dimensional spaces using correspondence analysis

Murtagh, F., 5 Jul 2017, Data Science. Palumbo, F., Montanari, A. & Vichi, M. (eds.). 195089 ed. p. 295-306 12 p. (Studies in Classification, Data Analysis, and Knowledge Organization).

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

Correspondence Analysis
Simplicity
High-dimensional
Scaling
Metric

Data scientist - Manager of the discovery lifecycle

Englmeier, K. & Murtagh, F., 2017, Proceedings of the 6th International Conference on Data Science, Technology and Applications. SciTePress, p. 133-140 8 p.

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

Open Access
Managers
Curricula
Crime
Health care
Industry
2016
1 Citations

Interaction for Information Discovery Empowering Information Consumers

Murtagh, F. & Englmeier, K., 21 Jun 2016, Human Interface and the Management of Information: Information, Design and Interaction - 18th International Conference, HCI International 2016, Proceedings. Springer Verlag, p. 252-262 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9734).

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

Human computer interaction
Artificial intelligence
Interaction
Human-centered Design
Pattern Language
1 Citations

Linear Storage and Potentially Constant Time Hierarchical Clustering Using the Baire Metric and Random Spinning Paths

Murtagh, F. & Contreras, P., 4 Aug 2016, Analysis of Large and Complex Data. Kluwer Academic Publishers, p. 43-52 10 p.

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

Random Projection
Hierarchical Clustering
Time Constant
Visualization
Metric
12 Citations

Overview of the CLEF 2016 Cultural Micro-Blog Contextualization Workshop

Murtagh, F., Goeuriot, L., Mothe, J., Mulhem, P. & SanJuan, E., 23 Aug 2016, Experimental IR Meets Multilinguality, Multimodality, and Interaction - 7th International Conference of the CLEF Association, CLEF 2016, Proceedings. Springer Verlag, p. 371-378 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9822 LNCS).

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

Blogs
2015
9 Citations

Random projection towards the Baire metric for high dimensional clustering

Murtagh, F. & Contreras, P., 3 Apr 2015, Statistical Learning and Data Sciences : Third International Symposium, SLDS 2015, Egham, UK, April 20-23, 2015, Proceedings. Gammerman, A., Vovk, V. & Papadopoulos, H. (eds.). Springer Verlag, p. 424-431 8 p. (Lecture Notes in Computer Science; vol. 9047).

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

Random Projection
Orthogonal Projection
High-dimensional
Clustering
Metric

The structure of argument: Semantic mapping of US supreme court cases

Murtagh, F. & Farid, M., 3 Apr 2015, Statistical Learning and Data Sciences SLDS 2015. Gammerman, A., Vovk, V. & Papadopoulos, H. (eds.). Springer Verlag, p. 397-405 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9047).

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

Semantics
Static analysis
Static Analysis
Trajectories
Trajectory
2014

A context description language for medical information systems

Englmeier, K., Atkinson, J., Mothe, J., Murtagh, F. & Pereira, J., 1 Jan 2014, Mobile, Ubiquitous, and Intelligent Computing: MUSIC 2013. Park, J. J. J. H., Adeli, H., Park, N. & Woungang, I. (eds.). Springer Verlag, p. 421-432 12 p. (Lecture Notes in Electrical Engineering; vol. 274 LNEE).

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

Medical information systems
Health
Patient monitoring
Ubiquitous computing
Nutrition
3 Citations

Pattern recognition in mental processes: Determining vestiges of the subconscious through ultrametric component analysis

Murtagh, F., 16 Oct 2014, 2014 IEEE 13th International Conference on Cognitive Informatics and Cognitive Computing, ICCI*CC 2014. Fariello, G., Kinsner, W., Wang, Y., Patel, S., Zadeh, L. A. & Patel, D. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 155-161 7 p. 6921455

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

Mental Processes
Pattern recognition
Visualization
Metaphor
Cluster Analysis
2013
1 Citations

Computational properties of fiction writing and collaborative work

Reddington, J., Murtagh, F. & Cowie, D., 11 Nov 2013, Advances in Intelligent Data Analysis XII. Tucker, A., Höppner, F., Siebes, A. & Swift, S. (eds.). Springer Berlin, p. 369-379 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 8207 LNCS).

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

Collaborative Work
Data mining
Data Mining
Count
Semantics
2011

The role of natural language in social information engineering

Englmeier, K., Murtagh, F., Mothe, J., Pereira, J. & Rosenberg, D., 10 Nov 2011, IEEE Africon'11. IEEE, 6 p. 6072069

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

Merging
Software engineering
2010
2 Citations

Fast hierarchical clustering from the Baire distance

Contreras, P. & Murtagh, F., 3 May 2010, Classification as a Tool for Research : Proceedings of the 11th IFCS Biennial Conference and 33rd Annual Conference of the Gesellschaft fur Klassifikation e.V.. Locarek-Junge, H. & Weihs, C. (eds.). Springer Berlin, p. 235-243 9 p. (Studies in Classification, Data Analysis, and Knowledge Organization).

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

Hierarchical Clustering
Topology
Random Projection
Nonlinear Regression
Prefix
2007
4 Citations

Identifying and exploiting ultrametricity

Murtagh, F., 1 Dec 2007, Advances in Data Analysis: Proceedings of the 30th Annual Conference of the Gesellschaft für Klassifikation . Decker, R. & Lenz, H-J. (eds.). Springer Verlag, p. 263-272 10 p.

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

Cosmology
Astrophysics
Information retrieval
Sparsity
Information Retrieval