Fionn Murtagh

According to our database1, Fionn Murtagh authored at least 165 papers between 1982 and 2021.

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PhD thesis 


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A diversified shared latent variable model for efficient image characteristics extraction and modelling.
Neurocomputing, 2021

Fine-grained visual understanding and reasoning.
Neurocomputing, 2020

A novel data clustering algorithm based on gravity center methodology.
Expert Syst. Appl., 2020

Video Hashing with DCT and NMF.
Comput. J., 2020

Advances in data representation and learning for pattern analysis.
Neurocomputing, 2019

A new data clustering algorithm based on critical distance methodology.
Expert Syst. Appl., 2019

Linear Time Visualization and Search in Big Data using Pixellated Factor Space Mapping.
CoRR, 2019

Data mining in human activity analysis.
Signal Process., 2018

Report on CLEF 2018: Experimental IR Meets Multilinguality, Multimodality, and Interaction.
SIGIR Forum, 2018

Core Conflictual Relationship: Text Mining to Discover What and When.
CoRR, 2018

Qualitative Judgement of Research Impact: Domain Taxonomy as a Fundamental Framework for Judgement of the Quality of Research.
J. Classif., 2018

Image super-resolution for outdoor digital forensics. Usability and legal aspects.
Comput. Ind., 2018

The Development of Data Science: Implications for Education, Employment, Research, and the Data Revolution for Sustainable Development.
Big Data Cogn. Comput., 2018

Predicting First-Episode Psychosis Associated with Cannabis Use with Artificial Neural Networks and Deep Learning.
Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems. Applications, 2018

A Machine Learning Framework for Predicting Dementia and Mild Cognitive Impairment.
Proceedings of the 17th IEEE International Conference on Machine Learning and Applications, 2018

Analysing Activities, Contextualized for General Health, Depression and Demographics.
Proceedings of the 5th IEEE International Conference on Data Science and Advanced Analytics, 2018

Algorithms for hierarchical clustering: an overview, II.
Wiley Interdiscip. Rev. Data Min. Knowl. Discov., 2017

Editorial: What Can We Expect from Data Scientists?
J. Theor. Appl. Electron. Commer. Res., 2017

The Geometry and Topology of Data and Information for Analytics of Processes and Behaviours: Building on Bourdieu and Addressing New Societal Challenges.
CoRR, 2017

Data Scientist - Manager of the Discovery Lifecycle.
Proceedings of the 6th International Conference on Data Science, 2017

Direct Reading Algorithm for Hierarchical Clustering.
Electron. Notes Discret. Math., 2016

Jacques Lacan's Registers of the Psychoanalytic Field, Applied using Geometric Data Analysis to Edgar Allan Poe's "The Purloined Letter".
CoRR, 2016

Contextualizing Geometric Data Analysis and Related Data Analytics: A Virtual Microscope for Big Data Analytics.
CoRR, 2016

Sparse p-Adic Data Coding for Computationally Efficient and Effective Big Data Analytics.
CoRR, 2016

The Classification Society's Bibliography Over Four Decades: History and Content Analysis.
J. Classif., 2016

Interaction for Information Discovery Empowering Information Consumers.
Proceedings of the Human Interface and the Management of Information: Information, Design and Interaction, 2016

Semantic Mapping: Towards Contextual and Trend Analysis of Behaviours and Practices.
Proceedings of the Working Notes of CLEF 2016, 2016

Overview of the CLEF 2016 Cultural Micro-blog Contextualization Workshop.
Proceedings of the Experimental IR Meets Multilinguality, Multimodality, and Interaction, 2016

Hierarchical Matching and Regression with Application to Photometric Redshift Estimation.
Proceedings of the Astroinformatics 2016, Sorrento, Italy, October 19-25, 2016, 2016

Starlet Transform in Astronomical Data Processing.
Proceedings of the Handbook of Mathematical Methods in Imaging, 2015

Pattern Recognition in Narrative: Tracking Emotional Expression in Context.
J. Data Min. Digit. Humanit., 2015

Cognitive Informatics and Computational Intelligence: From Information Revolution to Intelligence Revolution.
Int. J. Softw. Sci. Comput. Intell., 2015

Big Data Scaling through Metric Mapping: Exploiting the Remarkable Simplicity of Very High Dimensional Spaces using Correspondence Analysis.
CoRR, 2015

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, 2015

The Structure of Argument: Semantic Mapping of US Supreme Court Cases.
Proceedings of the Statistical Learning and Data Sciences - Third International Symposium, 2015

Random Projection Towards the Baire Metric for High Dimensional Clustering.
Proceedings of the Statistical Learning and Data Sciences - Third International Symposium, 2015

Pattern Recognition of Subconscious Underpinnings of Cognition using Ultrametric Topological Mapping of Thinking and Memory.
Int. J. Cogn. Informatics Nat. Intell., 2014

Visualizing and Quantifying Impact and Effect in Twitter Narrative using Geometric Data Analysis.
CoRR, 2014

Pattern Recognition in Narrative: Analysis of Narratives of Emotion.
CoRR, 2014

Ward's Hierarchical Agglomerative Clustering Method: Which Algorithms Implement Ward's Criterion?
J. Classif., 2014

Theme Articles on Classification and Geometric Data Analysis.
J. Classif., 2014

Linear Storage and Potentially Constant Time Hierarchical Clustering Using the Baire Metric and Random Spanning Paths.
Proceedings of the Analysis of Large and Complex Data, 2014

Pattern recognition in mental processes: Determining vestiges of the subconscious through ultrametric component analysis.
Proceedings of the IEEE 13th International Conference on Cognitive Informatics and Cognitive Computing, 2014

Machine learning in intelligent image processing.
Signal Process., 2013

Ultrametric Component Analysis with Application to Analysis of Text and of Emotion.
CoRR, 2013

A Context Description Language for Medical Information Systems.
Proceedings of the Mobile, Ubiquitous, and Intelligent Computing, 2013

Computational Properties of Fiction Writing and Collaborative Work.
Proceedings of the Advances in Intelligent Data Analysis XII, 2013

Towards a New Science of Big Data Analytics, based on the Geometry and the Topology of Complex, Hierarchic Systems.
Proceedings of the Extraction et gestion des connaissances (EGC'2013), Actes, 29 janvier, 2013

Algorithms for hierarchical clustering: an overview.
Wiley Interdiscip. Rev. Data Min. Knowl. Discov., 2012

Linear Time Baire Hierarchical Clustering for Enterprise Information Retrieval.
Int. J. Softw. Informatics, 2012

A History of Cluster Analysis Using the Classification Society's Bibliography Over Four Decades
CoRR, 2012

The Future of Search and Discovery in Big Data Analytics: Ultrametric Information Spaces
CoRR, 2012

Ultrametric Model of Mind, II: Application to Text Content Analysis
CoRR, 2012

Ultrametric Model of Mind, I: Review
CoRR, 2012

Fast, Linear Time Hierarchical Clustering using the Baire Metric.
J. Classif., 2012

Information Mining: Methods and Interfaces for Accessing Complex Information.
Proceedings of the Textual Information Access: Statistical Models, 2012

Hierarchical Clustering.
Proceedings of the International Encyclopedia of Statistical Science, 2011

Ultrametric Wavelet Regression of Multivariate Time Series: Application to Colombian Conflict Analysis.
IEEE Trans. Syst. Man Cybern. Part A, 2011

New methods of analysis of narrative and semantics in support of interactivity.
Entertain. Comput., 2011

Ward's Hierarchical Clustering Method: Clustering Criterion and Agglomerative Algorithm
CoRR, 2011

Methods of Hierarchical Clustering
CoRR, 2011

Fast redshift clustering with the Baire (ultra) metric
CoRR, 2011

La sémantique d'un récit: état de l'art et perspectives.
Monde des Util. Anal. Données, 2010

Tag clouds for displaying semantics: The case of filmscripts.
Inf. Vis., 2010

Ultrametric and Generalized Ultrametric in Computational Logic and in Data Analysis
CoRR, 2010

Segmentation and Nodal Points in Narrative: Study of Multiple Variations of a Ballad
CoRR, 2010

Hierarchical Clustering for Finding Symmetries and Other Patterns in Massive, High Dimensional Datasets
CoRR, 2010

On Ultrametric Algorithmic Information.
Comput. J., 2010

The Correspondence Analysis Platform for Uncovering Deep Structure in Data and Information.
Comput. J., 2010

Clustering and semantics preservation in cultural heritage information spaces.
Proceedings of the Recherche d'Information Assistée par Ordinateur, 2010

Sparse Image and Signal Processing - Wavelets, Curvelets, Morphological Diversity.
Cambridge University Press, ISBN: 978-0-521-11913-9, 2010

The structure of narrative: The case of film scripts.
Pattern Recognit., 2009

SedLog: A shareware program for drawing graphic logs and log data manipulation.
Comput. Geosci., 2009

Scale-Based Gaussian Coverings: Combining Intra and Inter Mixture Models in Image Segmentation.
Entropy, 2009

Open Access, Intellectual Property, and How Biotechnology Becomes a New Software Science
CoRR, 2009

Biologically Inspired Tensor Features.
Cogn. Comput., 2009

The Remarkable Simplicity of Very High Dimensional Data: Application of Model-Based Clustering.
J. Classif., 2009

Inpainting and Zooming Using Sparse Representations.
Comput. J., 2009

A Study of the Neighborhood Counting Similarity.
IEEE Trans. Knowl. Data Eng., 2008

Hierarchical Clustering of Massive, High Dimensional Data Sets by Exploiting Ultrametric Embedding.
SIAM J. Sci. Comput., 2008

Wavelet and curvelet moments for image classification: Application to aggregate mixture grading.
Pattern Recognit. Lett., 2008

Origins of Modern Data Analysis Linked to the Beginnings and Early Development of Computer Science and Information Engineering
CoRR, 2008

Between the Information Economy and Student Recruitment: Present Conjuncture and Future Prospects
CoRR, 2008

Geometric Data Analysis, From Correspondence Analysis to Structured Data Analysis (book review)
CoRR, 2008

B. Le Roux and H. Rouanet, <i>Geometric Data Analysis, From Correspondence Analysis to Structured Data Analysis</i> , Dordrecht, Kluwer, 2004, pp. xi + 475.
J. Classif., 2008

Application Design of Learning Grid in Computer-Mediated Communication.
Proceedings of the Learning Grid Handbook - Concepts, Technologies and Applications, 2008

The Undecimated Wavelet Decomposition and its Reconstruction.
IEEE Trans. Image Process., 2007

The Haar Wavelet Transform of a Dendrogram: Additional Notes
CoRR, 2007

A Note on Local Ultrametricity in Text
CoRR, 2007

Ontology from Local Hierarchical Structure in Text
CoRR, 2007

The Haar Wavelet Transform of a Dendrogram.
J. Classif., 2007

Wavelet-based nonlinear multiscale decomposition model for electricity load forecasting.
Neurocomputing, 2006

Comput. J., 2006

Identifying and Exploiting Ultrametricity.
Proceedings of the Advances in Data Analysis, 2006

Astronomical Image and Data Analysis, Second Edition.
Astronomy and Astrophysics Library, Springer, ISBN: 978-3-540-33024-0, 2006

Wavelet-based combined signal filtering and prediction.
IEEE Trans. Syst. Man Cybern. Part B, 2005

A machine vision approach to the grading of crushed aggregate.
Mach. Vis. Appl., 2005

Bayesian inference for multiband image segmentation via model-based cluster trees.
Image Vis. Comput., 2005

Peer-to-Peer Information Access and Retrieval.
Ingénierie des Systèmes d Inf., 2005

Grading of construction aggregate through machine vision: Results and prospects.
Comput. Ind., 2005

An automated volumetric segmentation system combining multiscale and statistical reasoning.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2005), 2005

How to Bridge the Last Gap of Detail for a Complete Integration of Web Services into Users' Tasks.
Proceedings of the 2005 IEEE International Conference on Web Services (ICWS 2005), 2005

Multiband segmentation based on a hierarchical Markov model.
Pattern Recognit., 2004

On neuro-wavelet modeling.
Decis. Support Syst., 2004

Swarming around Shellfish Larvae
CoRR, 2004

On Ultrametricity, Data Coding, and Computation.
J. Classif., 2004

Natural Language Expansion of Web Service Interoperability.
Proceedings of the Practical Aspects of Knowledge Management, 5th International Conference, 2004

Adapting the Communication of Web Services to the Language of Their User Community.
Proceedings of the IEEE International Conference on Web Services (ICWS'04), 2004

A non-separable lifting approach for 3D image compression.
Proceedings of the 2004 IEEE International Conference on Acoustics, 2004

Information retrieval emerging from semantic web services.
Proceedings of the IASTED International Conference on Communications, Internet, and Information Technology, November 22, 2004

Gray and color image contrast enhancement by the curvelet transform.
IEEE Trans. Image Process., 2003

Decision boundaries using Bayes factors: the case of cloud masks.
IEEE Trans. Geosci. Remote. Sens., 2003

Wavelets and curvelets for image deconvolution: a combined approach.
Signal Process., 2003

Quantization from Bayes factors with application to multilevel thresholding.
Pattern Recognit. Lett., 2003

A Wavelet, Fourier, and PCA Data Analysis Pipeline: Application to Distinguishing Mixtures of Liquids.
J. Chem. Inf. Comput. Sci., 2003

Prediction Based on a Multiscale Decomposition.
Int. J. Wavelets Multiresolution Inf. Process., 2003

Finding Structure in Brownian Motion through Correspondence Analysis
CoRR, 2003

Interactive Visual User Interfaces: A Survey.
Artif. Intell. Rev., 2003

Weighted Association Rule Mining using weighted support and significance framework.
Proceedings of the Ninth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 24, 2003

A Wavelet based 3D image compression system.
Proceedings of the Seventh International Symposium on Signal Processing and Its Applications, 2003

High-likelihood model based on reliability statistics for robust combination of features: application to noisy speech recognition.
Proceedings of the 8th European Conference on Speech Communication and Technology, EUROSPEECH 2003, 2003

Deconvolution based on the curvelet transform.
Proceedings of the 2003 International Conference on Image Processing, 2003

Reliability-based estimation of the number of noisy features: application to model-order selection in the union models.
Proceedings of the 2003 IEEE International Conference on Acoustics, 2003

Compression of grayscale scientific and medical image data.
Data Sci. J., 2002

Distributed visual information management in astronomy.
Comput. Sci. Eng., 2002

Statistics and Trends.
Comput. J., 2002

DataLab-J: a signal and image processing laboratory for teaching and research.
IEEE Trans. Educ., 2001

Astronomical image and signal processing: looking at noise, information and scale.
IEEE Signal Process. Mag., 2001

Web traffic demand forecasting using wavelet-based multiscale decomposition.
Int. J. Intell. Syst., 2001

Pattern Classification, by Richard O. Duda, Peter E. Hart, and David G. Stork.
J. Classif., 2001

FPGA-Based Discrete Wavelet Transforms System.
Proceedings of the Field-Programmable Logic and Applications, 2001

Image processing through multiscale analysis and measurement noise modeling.
Stat. Comput., 2000

Maps of information spaces: Assessments from astronomy.
J. Am. Soc. Inf. Sci., 2000

Neural network modelling for environmental prediction.
Neurocomputing, 2000

Overcoming the Curse of Dimensionality in Clustering by Means of the Wavelet Transform.
Comput. J., 2000

Towards Knowledge Discovery from WWW Log Data.
Proceedings of the 2000 International Symposium on Information Technology (ITCC 2000), 2000

Information Self-Organization for Knowledge Discovery.
Proceedings of the 11th International Workshop on Database and Expert Systems Applications (DEXA'00), 2000

Multiscale entropy filtering.
Signal Process., 1999

Axiomatic Approach to Feature Subset Selection Based on Relevance.
IEEE Trans. Pattern Anal. Mach. Intell., 1999

Model-based methods for textile fault detection.
Int. J. Imaging Syst. Technol., 1999

Spatial representation of economic and financial measures used in agriculture via wavelet analysis.
Int. J. Geogr. Inf. Sci., 1999

Pattern clustering based on noise modeling in wavelet space.
Pattern Recognit., 1998

Very-high-quality image compression based on noise modeling.
Int. J. Imaging Syst. Technol., 1998

Data Imputation and Nowcasting in the Environmental Sciences Using Clustering and Connectionist Modelling.
Proceedings of the COMPSTAT 1998, 1998

Image Processing and Data Analysis - The Multiscale Approach.
Cambridge University Press, ISBN: 978-0-521-59914-6, 1998

Linear flaw detection in woven textiles using model-based clustering.
Pattern Recognit. Lett., 1997

Combining Neural Network Forecasts on Wavelet-transformed Time Series.
Connect. Sci., 1997

Fuzzy astronomical seeing nowcasts with a dynamical and recurrent connectionist network.
Neurocomputing, 1996

Interpreting the Kohonen self-organizing feature map using contiguity-constrained clustering.
Pattern Recognit. Lett., 1995

Multiresolution in astronomical image processing: A general framework.
Int. J. Imaging Syst. Technol., 1995

Dynamical recurrent neural networks -- towards environmental time series prediction.
Int. J. Neural Syst., 1995

Multiresolution Support Applied to Image Filtering and Restoration.
CVGIP Graph. Model. Image Process., 1995

Content-Based Information Retrival: New Tools for Textual Data, New Problems for Image Data.
Proceedings of the Information Revolution: Impact on Science and Technology. Papers from CODATA Conf. 1994, 1994

Contiguity-Constrained Hierarchical Clustering.
Proceedings of the Partitioning Data Sets, Proceedings of a DIMACS Workshop, 1993

Contiguity-constrained clustering for image analysis.
Pattern Recognit. Lett., 1992

Comments on 'Parallel Algorithms for Hierarchical Clustering and Cluster Validity'.
IEEE Trans. Pattern Anal. Mach. Intell., 1992

Multilayer perceptrons for classification and regression.
Neurocomputing, 1990

Conference Report: Astronomy from Large Databases: Scientific Objectives and Methodological Approaches.
SIGMOD Rec., 1988

A Survey of Algorithms for Contiguity-Constrained Clustering and Related Problems.
Comput. J., 1985

Fitting straight lines to point patterns.
Pattern Recognit., 1984

Structure of hierarchic clusterings: implications for information retrieval and for multivariate data analysis.
Inf. Process. Manag., 1984

Counting dendrograms: A survey.
Discret. Appl. Math., 1984

Expected-Time Complexity Results for Hierarchic Clustering Algorithms Which Use Cluster Centres.
Inf. Process. Lett., 1983

A Survey of Recent Advances in Hierarchical Clustering Algorithms.
Comput. J., 1983

Verifying examination results: a general approach.
ACM SIGCSE Bull., 1982