Niall Rooney

Luis A. Trindade, Hui Wang, William Blackburn, Niall Rooney: An Enhanced Semantic Tree Kernel for Sentiment Polarity Classification. CICLing (2) 2013: 50-62

Niall Rooney: A Weighted Combiner of Stacking Based Methods. International Journal on Artificial Intelligence Tools 21(6) (2012)

Niall Rooney, Hui Wang, Fiona Browne: Applying Kernel Methods to Argumentation Mining. FLAIRS Conference 2012

Fiona Browne, David Bell, Weiru Liu, Yan Jin, Colm Higgins, Niall Rooney, Hui Wang, Jann Müller: Application of Evidence Theory and Discounting Techniques to Aerospace Design. IPMU (3) 2012: 543-553

Luis A. Trindade, Hui Wang, William Blackburn, Niall Rooney: Text classification using word sequence kernel methods. ICMLC 2011: 1532-1537

Niall Rooney, Hui Wang, Fiona Browne, Fergal Monaghan, Jann Müller, Alan Sergeant, Zhiwei Lin, Philip Taylor, Vladimir Dobrynin: An Exploration into the Use of Contextual Document Clustering for Cluster Sentiment Analysis. RANLP 2011: 140-145

Niall Rooney: Ensemble Learning for Regression. Encyclopedia of Data Warehousing and Mining 2009: 777-782

Niall Rooney, David W. Patterson, Mykola Galushka, Vladimir Dobrynin, Elena Smirnova: An investigation into the stability of contextual document clustering. JASIST 59(2): 256-266 (2008)

David Patterson, Niall Rooney, Mykola Galushka, Vladimir Dobrynin, Elena Smirnova: SOPHIA-TCBR: A knowledge discovery framework for textual case-based reasoning. Knowl.-Based Syst. 21(5): 404-414 (2008)

Sarabjot S. Anand, Marko Grobelnik, Frank Herrmann, Mark F. Hornick, Christoph Lingenfelder, Niall Rooney, Dietrich Wettschereck: Knowledge discovery standards. Artif. Intell. Rev. 27(1): 21-56 (2007)

Niall Rooney, David W. Patterson: A weighted combination of stacking and dynamic integration. Pattern Recognition 40(4): 1385-1388 (2007)

Niall Rooney, David W. Patterson, Chris D. Nugent: Non-strict heterogeneous Stacking. Pattern Recognition Letters 28(9): 1050-1061 (2007)

Niall Rooney, David W. Patterson: A Fusion of Stacking with Dynamic Integration. IJCAI 2007: 2844-2849

Niall Rooney, David W. Patterson, Chris D. Nugent: Pruning extensions to stacking. Intell. Data Anal. 10(1): 47-66 (2006)

Niall Rooney, David W. Patterson, Mykola Galushka, Vladimir Dobrynin: A scaleable document clustering approach for large document corpora. Inf. Process. Manage. 42(5): 1163-1175 (2006)

Niall Rooney, David W. Patterson, Mykola Galushka, Vladimir Dobrynin: A relevance feedback mechanism for cluster-based retrieval. Inf. Process. Manage. 42(5): 1176-1184 (2006)

Mykola Galushka, David W. Patterson, Niall Rooney: Temporal Data Mining for Smart Homes. Designing Smart Homes 2006: 85-108

Vladimir Dobrynin, Son Kim Pham, David Patterson, Niall Rooney, Mykola Galushka: SOPHIA in Enterprise Track. TREC 2006

David W. Patterson, Mykola Galushka, Niall Rooney: Characterisation of a Novel Indexing Technique for Case-Based Reasoning. Artif. Intell. Rev. 23(4): 359-393 (2005)

Vladimir Dobrynin, David W. Patterson, Mykola Galushka, Niall Rooney: SOPHIA: an interactive cluster-based retrieval system for the OHSUMED collection. IEEE Transactions on Information Technology in Biomedicine 9(2): 256-265 (2005)

Mark P. Donnelly, Chris D. Nugent, Dewar D. Finlay, Niall Rooney, Norman D. Black: Optimisation of Neural Network Training through Pre-Establishment of Synaptic Weights Applied to Body Surface Mapping Classification. CBMS 2005: 303-308

David W. Patterson, Niall Rooney, Vladimir Dobrynin, Mykola Galushka: Sophia: A novel approach for Textual Case-based Reasoning. IJCAI 2005: 15-20

Niall Rooney, David W. Patterson, Mykola Galushka: A comprehensive review of recursive Naïve Bayes Classifiers. Intell. Data Anal. 8(6): 615-628 (2004)

Vladimir Dobrynin, David W. Patterson, Niall Rooney: Contextual Document Clustering. ECIR 2004: 167-180

David W. Patterson, Mykola Galushka, Niall Rooney: An Effective Indexing and Retrieval Approach for Temporal Cases. FLAIRS Conference 2004: 190-195

Niall Rooney, David W. Patterson, Sarab S. Anand, Alexey Tsymbal: Random Subspacing for Regression Ensembles. FLAIRS Conference 2004: 532-537

Niall Rooney, David W. Patterson, Chris D. Nugent: Reduced Ensemble Size Stacking. ICTAI 2004: 266-271

Niall Rooney, David W. Patterson, Sarab S. Anand, Alexey Tsymbal: Dynamic Integration of Regression Models. Multiple Classifier Systems 2004: 164-173

David W. Patterson, Niall Rooney, Mykola Galushka: Efficient Retrieval for Case-Based Reasoning. FLAIRS Conference 2003: 144-149

David W. Patterson, Mykola Galushka, Niall Rooney: Efficient Real Time Maintenance of Retrieval Knowledge in Case-Based Reasoning. ICCBR 2003: 407-421

David W. Patterson, Niall Rooney, Mykola Galushka: A Regression Based Adaptation Strategy for Case-Based Reasoning. AAAI/IAAI 2002: 87-92

David W. Patterson, Niall Rooney, Mykola Galushka: Efficient Similarity Determination and Case Construction Techniques for Case-Based Reasoning. ECCBR 2002: 292-305

David W. Patterson, Niall Rooney, Mykola Galushka, Sarab S. Anand: Towards Dynamic Maintenance of Retrieval Knowledge in CBR. FLAIRS Conference 2002: 126-131

M. Elizabeth C. Hull, Peter N. Nicholl, Philip Houston, Niall Rooney: Towards a visual approach for component-based software development. Software - Concepts and Tools 19(4): 154-160 (2000)