Pádraig Cunningham
Impact in
- Artificial Intelligence top 0.2%
- Machine Learning and Data Classification
- Data Stream Mining Techniques
- Text and Document Classification Technologies
- Topic Modeling
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- Complex Network Analysis Techniques
- Opinion Dynamics and Social Influence
Papers in
-
- AI-based Problem Solving and Planning 25
- Machine Learning and Data Classification 20
- Semantic Web and Ontologies 16
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- Music and Audio Processing 19
- Co-authors
- Sarah Jane DelanyDerek GreeneAlexey TsymbalBarry SmythDónal DoyleMykola PechenizkiyJohn G. CarneyDerek O’Callaghan
- Journals
- Artificial Intelligence Review (7 papers)Knowledge-Based Systems (5 papers)Artificial Intelligence in Medicine (3 papers)Journal of Intelligent Information Systems (2 papers)Expert Systems with Applications (2 papers)
- Partner nations
- IrelandUnited KingdomUnited States
In The Last Decade
Pádraig Cunningham
195 papers receiving 5.5k citations
Hit Papers
Peers
Comparison fields: 5 of 205
- Artificial Intelligence 3.1k
- Statistical and Nonlinear Physics 633
- Information Systems 1.1k
- Signal Processing 518
- Computer Vision and Pattern Recognition 950
Countries citing papers authored by Pádraig Cunningham
This map shows the geographic impact of Pádraig Cunningham's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Pádraig Cunningham with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Pádraig Cunningham more than expected).
Fields of papers citing papers by Pádraig Cunningham
This network shows the impact of papers produced by Pádraig Cunningham. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Pádraig Cunningham. The network helps show where Pádraig Cunningham may publish in the future.
Co-authorship network
The 25 scholars most cited alongside Pádraig Cunningham, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.
All Works
| # | Work | ||
|---|---|---|---|
| 1 | 2021 | 25 | |
| 2 | k-Nearest Neighbour Classifiers -- 2nd Edition | 2020 | 3 |
| 3 | A Comparison of k-NN Methods for Time Series Classification and Regression. | 2018 | 9 |
| 4 | Kernel Methods for Time Series Classification and Regression. | 2018 | 4 |
| 5 | Real Time Event Monitoring with Trident | 2013 | 3 |
| 6 | Proceedings of the sixth ACM conference on Recommender systems | 2012 | 5 |
| 7 | Multi-view clustering for mining heterogeneous social network data | 2009 | 8 |
| 8 | Efficient Prediction-Based Validation for Document Clustering | 2006 | 2 |
| 9 | Calibrating Probability Density Forecasts with Multi-objective Search | 2006 | 2 |
| 10 | The best way to instil confidence is by being right : An evaluation of the effectiveness of case-based explanations in instilling user confidence | 2005 | 1 |
| 11 | An Evaluation of the Usefulness of Explanation in a CBR System for Decision Support in Bronchiolitis Treatment | 2005 | 16 |
| 12 | CLASSIFYING MUSIC BY GENRE USING A DISCRETE WAVELET TRANSFORM AND A ROUND-ROBIN ENSEMBLE | 2003 | 6 |
| 13 | Programme driven music radio | 2002 | 6 |
| 14 | The NeuralBAG algorithm: Optimizing generalization performance in bagged neural networks | 1999 | 22 |
| 15 | Hierarchical CBR for Multiple Aircraft Conflict Resolution. | 1998 | 1 |
| 16 | An example-based approach to machine translation. | 1996 | 3 |
| 17 | 1993 | 1 | |
| 18 | Competitive hypothesis resolution in TWIG, a blackboard-driven text understanding system | 1992 | 3 |
| 19 | Organizational issues arising from the integration of the lexicon and concept network in a text understanding system | 1991 | 7 |
| 20 | Qualitative reasoning in electronic fault diagnosis | 1987 | 10 |
About Pádraig Cunningham
Pádraig Cunningham is a scholar working on Artificial Intelligence, Signal Processing, Software, Information Systems and Statistical and Nonlinear Physics, having authored 205 papers that have together received 5.9k indexed citations. Recurring topics across this work include AI-based Problem Solving and Planning (25 papers), Complex Network Analysis Techniques (22 papers), Machine Learning and Data Classification (20 papers), Music and Audio Processing (19 papers), Semantic Web and Ontologies (16 papers), Gene expression and cancer classification (14 papers), Bioinformatics and Genomic Networks (14 papers) and Face and Expression Recognition (12 papers). The work is most often cited by research in Artificial Intelligence (3.1k citations), Statistical and Nonlinear Physics (633 citations), Information Systems (1.1k citations), Signal Processing (518 citations) and Computer Vision and Pattern Recognition (950 citations). Pádraig Cunningham has collaborated with scholars based in Ireland, United Kingdom and United States. Frequent co-authors include Sarah Jane Delany, Derek Greene, Alexey Tsymbal, Barry Smyth, Dónal Doyle, Mykola Pechenizkiy, John G. Carney, Derek O’Callaghan, Joe Carthy and Lorcan Coyle. Their work appears in journals such as Artificial Intelligence Review, Knowledge-Based Systems, Artificial Intelligence in Medicine, Journal of Intelligent Information Systems and Expert Systems with Applications.
Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.