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 | 2008 | |
|---|---|---|
| j14 |      | 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) |
| 2007 | ||
| j13 | | Mykola Pechenizkiy, Alexey Tsymbal, Seppo Puuronen, David W. Patterson: Feature Extraction for Dynamic Integration of Classifiers. Fundam. Inform. 77(3): 243-275 (2007) |
| j12 | | Mykola Galushka, David W. Patterson, Chris D. Nugent: Assessment of four modifications of a novel indexing technique for case-based reasoning. Int. J. Intell. Syst. 22(4): 353-383 (2007) |
| j11 | | Niall Rooney, David W. Patterson: A weighted combination of stacking and dynamic integration. Pattern Recognition 40(4): 1385-1388 (2007) |
| j10 | | Niall Rooney, David W. Patterson, Chris D. Nugent: Non-strict heterogeneous Stacking. Pattern Recognition Letters 28(9): 1050-1061 (2007) |
| c24 | | Niall Rooney, David W. Patterson: A Fusion of Stacking with Dynamic Integration. IJCAI 2007: 2844-2849 |
| 2006 | ||
| j9 | | Niall Rooney, David W. Patterson, Chris D. Nugent: Pruning extensions to stacking. Intell. Data Anal. 10(1): 47-66 (2006) |
| j8 | | 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) |
| j7 | | 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) |
| j6 | | Mykola Galushka, David W. Patterson: Intelligent index selection for case-based reasoning. Knowl.-Based Syst. 19(8): 625-638 (2006) |
| c23 | | Mykola Galushka, David W. Patterson, Niall Rooney: Temporal Data Mining for Smart Homes. Designing Smart Homes 2006: 85-108 |
| 2005 | ||
| j5 | | 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) |
| j4 | | 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) |
| c22 | | Mykola Galushka, Huiru Zheng, David W. Patterson, L. Bradley: Case-Based Tissue Classification for Monitoring Leg Ulcer Healing. CBMS 2005: 353-358 |
| c21 | | Mykola Galushka, David W. Patterson: Assessment of a Novel Technique for Indexing Real World Temporal Cases. FLAIRS Conference 2005: 111-116 |
| c20 | | David W. Patterson, Niall Rooney, Vladimir Dobrynin, Mykola Galushka: Sophia: A novel approach for Textual Case-based Reasoning. IJCAI 2005: 15-20 |
| 2004 | ||
| j3 | | Niall Rooney, David W. Patterson, Mykola Galushka: A comprehensive review of recursive Naïve Bayes Classifiers. Intell. Data Anal. 8(6): 615-628 (2004) |
| c19 | | Alex G. Büchner, David W. Patterson: Personalised E-Learning Opportunities - Call for a Pedagogical Domain Knowledge Model. DEXA Workshops 2004: 410-414 |
| c18 | | Vladimir Dobrynin, David W. Patterson, Niall Rooney: Contextual Document Clustering. ECIR 2004: 167-180 |
| c17 | | David W. Patterson, Mykola Galushka, Niall Rooney: An Effective Indexing and Retrieval Approach for Temporal Cases. FLAIRS Conference 2004: 190-195 |
| c16 | | Niall Rooney, David W. Patterson, Sarab S. Anand, Alexey Tsymbal: Random Subspacing for Regression Ensembles. FLAIRS Conference 2004: 532-537 |
| c15 | | Niall Rooney, David W. Patterson, Chris D. Nugent: Reduced Ensemble Size Stacking. ICTAI 2004: 266-271 |
| c14 | | Niall Rooney, David W. Patterson, Sarab S. Anand, Alexey Tsymbal: Dynamic Integration of Regression Models. Multiple Classifier Systems 2004: 164-173 |
| c13 |  | Alex G. Büchner, Matthias Baumgarten, John G. Hughes, David W. Patterson: Contextual Comparison of Discovered Knowledge Patterns. SEKE 2004: 388-391 |
| 2003 | ||
| j2 | | Alexey Tsymbal, Seppo Puuronen, David W. Patterson: Ensemble feature selection with the simple Bayesian classification. Information Fusion 4(2): 87-100 (2003) |
| c12 | | Alexey Tsymbal, Mykola Pechenizkiy, Seppo Puuronen, David W. Patterson: Dynamic Integration of Classifiers in the Space of Principal Components. ADBIS 2003: 278-292 |
| c11 | | David W. Patterson, Niall Rooney, Mykola Galushka: Efficient Retrieval for Case-Based Reasoning. FLAIRS Conference 2003: 144-149 |
| c10 | | David W. Patterson, Mykola Galushka, Niall Rooney: Efficient Real Time Maintenance of Retrieval Knowledge in Case-Based Reasoning. ICCBR 2003: 407-421 |
| 2002 | ||
| c9 | | David W. Patterson, Niall Rooney, Mykola Galushka: A Regression Based Adaptation Strategy for Case-Based Reasoning. AAAI/IAAI 2002: 87-92 |
| c8 | | David W. Patterson, Niall Rooney, Mykola Galushka: Efficient Similarity Determination and Case Construction Techniques for Case-Based Reasoning. ECCBR 2002: 292-305 |
| c7 | | David W. Patterson, Niall Rooney, Mykola Galushka, Sarab S. Anand: Towards Dynamic Maintenance of Retrieval Knowledge in CBR. FLAIRS Conference 2002: 126-131 |
| c6 | | Alexey Tsymbal, Seppo Puuronen, Mykola Pechenizkiy, Matthias Baumgarten, David W. Patterson: Eigenvector-Based Feature Extraction for Classification. FLAIRS Conference 2002: 354-358 |
| c5 | | Alexey Tsymbal, Seppo Puuronen, David W. Patterson: Feature Selection for Ensembles of Simple Bayesian Classifiers. ISMIS 2002: 592-600 |
| 2001 | ||
| c4 | | David W. Patterson, Sarabjot S. Anand, John G. Hughes: Skill Refinement through Competence Feedback. FLAIRS Conference 2001: 394-401 |
| 1999 | ||
| j1 | | David W. Patterson, Sarabjot S. Anand, Werner Dubitzky, John G. Hughes: Towards Automated Case Knowledge Discovery in the M2 Case-Based Reasoning System. Knowl. Inf. Syst. 1(1): 61-82 (1999) |
| 1998 | ||
| c3 | | Sarabjot S. Anand, David W. Patterson, John G. Hughes: Knowledge Intensive Exception Spaces. AAAI/IAAI 1998: 574-579 |
| c2 | | Sarabjot S. Anand, David W. Patterson, John G. Hughes, David A. Bell: Discovering Case Knowledge Using Data Mining. PAKDD 1998: 25-35 |
| 1995 | ||
| c1 | | Jonathan R. C. Allen, David W. Patterson, Maurice D. Mulvenna, John G. Hughes: Integration of Case Based Retrieval with a Relational Database System in Aircraft Technical Support. ICCBR 1995: 1-10 |
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