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List of works by Padraig Cunningham

A Case-Based Explanation System for Black-Box Systems

A Latent Space Analysis of Editor Lifecycles in Wikipedia

scholarly article by Xiangju Qin et al published 2016 in Lecture Notes in Computer Science

A Machine Learning System for Identifying Hypertrophy in Histopathology Images

scholarly article by Ross Foley et al published 2010 in Lecture Notes in Computer Science

A Machine Learning System for Tracking Sentiment in Irish Economic News

scholarly article by Anthony Brew et al published 2010 in Lecture Notes in Computer Science

A Matrix Factorization Approach for Integrating Multiple Data Views

A Scalable Noise Reduction Technique for Large Case-Based Systems

A Taxonomy of Similarity Mechanisms for Case-Based Reasoning

A case-based technique for tracking concept drift in spam filtering

A comparison of incremental case-based reasoning and inductive learning

A knowledge-driven approach to cluster validity assessment.

scientific article published on 15 February 2005

A system for twitter user list curation

scholarly article published 2012

A temporal network analysis reveals the unprofitability of arbitrage in The Prosper Marketplace

AN EVALUATION OF THE USEFULNESS OF EXPLANATION IN A CASE-BASED REASONING SYSTEM FOR DECISION SUPPORT IN BRONCHIOLITIS TREATMENT

Adaptation-guided retrieval in EBMT: A case-based approach to machine translation

Agent mediated collaborative web page filtering

Aggregating content and network information to curate twitter user lists

article

All or nothing: protein complexes flip essentiality between distantly related eukaryotes.

scientific article

An Analysis of Case Representations for Marathon Race Prediction and Planning

An Analysis of Interactions within and between Extreme Right Communities in Social Media

scholarly article by Derek O’Callaghan et al published 2013 in Lecture Notes in Computer Science

An Analysis of Research Themes in the CBR Conference Literature

An Assessment of Alternative Strategies for Constructing EMD-Based Kernel Functions for Use in an SVM for Image Classification

An Assessment of Case-Based Reasoning for Spam Filtering

An Assessment of Community Finding Algorithms for Community-Based Message Routing in DTNs

An Assessment of Machine Learning Techniques for Review Recommendation

article

An Evaluation of the Usefulness of Case-Based Explanation

article

An analysis of the coherence of descriptors in topic modeling

An artificial neural network ensemble to predict disposition and length of stay in children presenting with bronchiolitis

scientific article published in October 2004

An evaluation of dimension reduction techniques for one-class classification

An evaluation of one-class classification techniques for speaker verification

An integrated tool for microarray data clustering and cluster validity assessment.

scientific article

Analyzing Discourse Communities with Distributional Semantic Models

Application of simulated annealing to the biclustering of gene expression data

scientific article

Asynchronous transfer mode traffic modelling and dimensioning using artificial neural networks

scholarly article by Shane Naughton et al published June 1999 in Engineering Applications of Artificial Intelligence

BALBOA: Extending Bicluster Analysis to Classify ORFs using Expression Data

Biclustering of Expression Data Using Simulated Annealing

Bottom-Up Biclustering of Expression Data

CBR: Strengths and weaknesses

Case-Based Plan Recognition in Computer Games

Characterizing Wikipedia pages using edit network motif profiles

scholarly article published 2011

Characterizing ego-networks using motifs ⬇️

journal article from 'Network Science' published in 2013

Classifying Wikipedia articles using network motif counts and ratios

article

Combining Cohort and UBM Models in Open Set Speaker Identification

Combining cohort and UBM models in open set speaker detection

Community detection: effective evaluation on large social networks

Comparison of the Data-based and Gene Ontology-Based Approaches to Cluster Validation Methods for Gene Microarrays

article

Comparison of the evaluations of a case-based reasoning decision support tool by specialist expert reviewers with those of end users

scientific article

Complexity of adaptation in real-world case-based reasoning systems

Context boosting collaborative recommendations

Derivation of Candidate Clinical Decision Rules to Identify Infants at Risk for Central Apnea.

scientific article

Distortion as a validation criterion in the identification of suspicious reviews

article

Diversity in search strategies for ensemble feature selection

scholarly article by Alexey Tsymbal et al published March 2005 in Information Fusion

Down the (White) Rabbit Hole

Dynamic integration of classifiers for handling concept drift

article

EgoNav

article published in 2012

Emergent case-based reasoning applications

Ensemble approach combining multiple methods improves human transcription start site prediction

scientific article

Ensemble based system for whole-slide prostate cancer probability mapping using color texture features.

scientific article published on 26 January 2011

Ensemble non-negative matrix factorization methods for clustering protein-protein interactions.

scientific article published on 12 June 2008

Explaining the output of ensembles in medical decision support on a case by case basis.

scientific article published in June 2003

Extending bicluster analysis to annotate unclassified ORFs and predict novel functional modules using expression data.

scientific article

Gaining insight through case-based explanation

Handling Local Concept Drift with Dynamic Integration of Classifiers: Domain of Antibiotic Resistance in Nosocomial Infections

scholarly article published 2006

Hierarchical case-based reasoning integrating case-based and decompositional problem-solving techniques for plant-control software design

article

Hierarchical modularity and the evolution of genetic interactomes across species.

scientific article

High DNA melting temperature predicts transcription start site location in human and mouse

scientific article published on December 2009

How Many Topics? Stability Analysis for Topic Models

ISAC: A CBR system for decision support in air traffic control

Improved functional overview of protein complexes using inferred epistatic relationships.

scientific article

Imputing and predicting quantitative genetic interactions in epistatic MAPs.

scientific article published on January 2011

Incorporating Biological Domain Knowledge into Cluster Validity Assessment

Integration of multiple network views in Wikipedia

scholarly article by Guangyu Wu & Padraig Cunningham published 7 November 2014 in Knowledge and Information Systems

Knowledge engineering issues in developing a case-based reasoning application

Learning multiple linear manifolds with self-organizing networks

Merging multiple criteria to identify suspicious reviews

scholarly article published 2010

MetaFIND: a feature analysis tool for metabolomics data.

scientific article

Mining Dense Structures to Uncover Anomalous Behaviour in Financial Network Data

Missing value imputation for epistatic MAPs

scientific article

Noise reduction for instance-based learning with a local maximal margin approach

article by Nicola Segata et al published 20 August 2009 in Journal of Intelligent Information Systems

Online social media in the Syria conflict: Encompassing the extremes and the in-betweens

scholarly article published August 2014

Parallel integration of heterogeneous genome-wide data sources

Partitioning large networks without breaking communities

Practical solutions to the problem of diagonal dominance in kernel document clustering

article

Predicting probability distributions for surf height using an ensemble of mixture density networks

scholarly article published 2005

Producing Accurate Interpretable Clusters from High-Dimensional Data

Producing a unified graph representation from multiple social network views

article

Relative status of journal and conference publications in computer science

scholarly article by Jill Freyne et al published 1 November 2010 in Communications of the ACM

Shaping a CBR view with XML

article published in 1999

Simmelian backbones

Smart radio — community based music radio

Stability problems with artificial neural networks and the ensemble solution.

scientific article published in November 2000

Temporal subgraph isomorphism

article published in 2013

The Contribution of Morphological Features in the Classification of Prostate Carcinoma in Digital Pathology Images

scholarly article published August 2014

The geographic flow of music

The influence of network structures of Wikipedia discussion pages on the efficiency of WikiProjects

scholarly article by Xiangju Qin et al published October 2015 in Social Networks

The problem of bias in training data in regression problems in medical decision support ⬇️

scientific article published on January 1, 2002

The utility problem analysed

ThemeCrowds

Tracking the Evolution of Communities in Dynamic Social Networks

Uncovering the wider structure of extreme right communities spanning popular online networks

article published in 2013

Unsupervised retrieval of attack profiles in collaborative recommender systems

Using Storm to Perform Dynamic Egocentric Network Motif Analysis

scholarly article published December 2012

Using active learning to annotate microscope images of parasite eggs

Using introspective learning to improve retrieval in CBR: A case study in air traffic control

Vector Quantization Mappings for Speaker Verification

cluML: A markup language for clustering and cluster validity assessment of microarray data

scientific article

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