Fionn Murtagh

University of Huddersfield — United Kingdom

Mathematics · Physical Sciences

39h-index15.2kcitations310works2.02yr avg
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Research Topics

advanced mathematical theories(51), Advanced Clustering Algorithms Research(37), Data Management and Algorithms(35), Neural Networks and Applications(28), Topological and Geometric Data Analysis(26)

Publications310 total

Hierarchical Clustering
International Encyclopedia of Statistical Science·2025· 2 cited
Predicting risk of dementia with machine learning and survival models using routine primary care records
2021 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)·2021· 6 cited
A diversified shared latent variable model for efficient image characteristics extraction and modelling
Neurocomputing·2020· 5 cited
A novel data clustering algorithm based on gravity center methodology
Expert Systems with Applications·2020· 48 citedOpen Access
Hierarchy, Symmetry and Scale in Mathematics and Bi-Logic in Psychoanalysis, with Consequences
European Review·2020· 1 citedOpen Access
Linear Time Visualization and Search in Big Data Using Pixellated Factor Space Mapping
Studies in classification, data analysis, and knowledge organization·2020
The Process of Consciousness and Its Evolution Arising from Granulation and Bilogic
INRIA a CCSD electronic archive server·2019Open Access
Fine-grained visual understanding and reasoning
Neurocomputing·2019· 2 cited
Health and Medical Analytics, through Analytical Focus and Contextualization, with New Challenges and Opportunities in the Context of Big Data
Huddersfield Research Portal (University of Huddersfield)·2019· 1 citedOpen Access
A new data clustering algorithm based on critical distance methodology
Expert Systems with Applications·2019· 35 cited
Linear Time Visualization and Search in Big Data using Pixellated Factor Space Mapping
arXiv (Cornell University)·2019Open Access
Report on CLEF 2018
ACM SIGIR Forum·2019· 1 citedOpen Access
The Geometry and Topology of Data and Information for Analytics of Processes and Behaviours: Building on Bourdieu and Addressing New Societal Challenges
2019· 2 cited
Text Mining and Big Textual Data: Relevant Statistical Models
Springer proceedings in mathematics & statistics·2019
A Machine Learning Framework for Predicting Dementia and Mild Cognitive Impairment
2018· 25 cited
Advances in data representation and learning for pattern analysis
Neurocomputing·2018
Analysing Activities, Contextualized for General Health, Depression and Demographics
2018
Core Conflictual Relationship
Language and Psychoanalysis·2018· 1 citedOpen Access
Experimental IR Meets Multilinguality, Multimodality, and Interaction - 9th International Conference of the CLEF Association
HAL (Le Centre pour la Communication Scientifique Directe)·2018
The Development of Data Science: Implications for Education, Employment, Research, and the Data Revolution for Sustainable Development
Big Data and Cognitive Computing·2018· 20 citedOpen Access
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Frequent Co-authors

André Heck(5), Jean‐Luc Starck(5), Pedro Contreras(4), Mohsen Farid(2), Olivier Renaud(2), Jalal Fadili(2), Alex Aussem(2), Farag Hamed Kuwil(2), Frank Critchley(1), Pierre Legendre(1), Bernhard Flury(1), Lynne Seymour(1), A. Bijaoui(1), Tao Feng(1), H. Späth(1), Zhongheng Zhang(1), Sven Van Poucke(1), Su Lin(1), Peng Lan(1), Tao Feng(1)