4k citations · 4.5k across the 47 of their papers we have counts for
48 papers
Linear Time Visualization and Search in Big Data using Pixellated Factor Space Mapping
Fionn Murtagh
It is demonstrated how linear computational time and storage efficient approaches can be adopted when analyzing very large data sets. More importantly, interpretation is aided and…
Core Conflictual Relationship: Text Mining to Discover What and When
Fionn Murtagh, Giuseppe Iurato
Following detailed presentation of the Core Conflictual Relationship Theme (CCRT), there is the objective of relevant methods for what has been described as verbalization and visua…
The Geometry and Topology of Data and Information for Analytics of Processes and Behaviours: Building on Bourdieu and Addressing New Societal Challenges
Fionn Murtagh
We begin by summarizing the relevance and importance of inductive analytics based on the geometry and topology of data and information. Contemporary issues are then discussed. Thes…
Massive Data Clustering in Moderate Dimensions from the Dual Spaces of Observation and Attribute Data Clouds
Fionn Murtagh
Cluster analysis of very high dimensional data can benefit from the properties of such high dimensionality. Informally expressed, in this work, our focus is on the analogous situat…
Hierarchical Matching and Regression with Application to Photometric Redshift Estimation
Fionn Murtagh
This work emphasizes that heterogeneity, diversity, discontinuity, and discreteness in data is to be exploited in classification and regression problems. A global a priori model ma…
Qualitative Judgement of Research Impact: Domain Taxonomy as a Fundamental Framework for Judgement of the Quality of Research
Fionn Murtagh, Michael Orlov, Boris Mirkin
The appeal of metric evaluation of research impact has attracted considerable interest in recent times. Although the public at large and administrative bodies are much interested i…