2008 |
38 | EE | 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 |
37 | EE | Niall Rooney,
David W. Patterson:
A Fusion of Stacking with Dynamic Integration.
IJCAI 2007: 2844-2849 |
36 | EE | Mykola Pechenizkiy,
Alexey Tsymbal,
Seppo Puuronen,
David W. Patterson:
Feature Extraction for Dynamic Integration of Classifiers.
Fundam. Inform. 77(3): 243-275 (2007) |
35 | EE | 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) |
34 | EE | Niall Rooney,
David W. Patterson:
A weighted combination of stacking and dynamic integration.
Pattern Recognition 40(4): 1385-1388 (2007) |
33 | EE | Niall Rooney,
David W. Patterson,
Chris D. Nugent:
Non-strict heterogeneous Stacking.
Pattern Recognition Letters 28(9): 1050-1061 (2007) |
2006 |
32 | EE | Mykola Galushka,
David W. Patterson,
Niall Rooney:
Temporal Data Mining for Smart Homes.
Designing Smart Homes 2006: 85-108 |
31 | EE | 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) |
30 | EE | 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) |
29 | EE | Niall Rooney,
David W. Patterson,
Chris D. Nugent:
Pruning extensions to stacking.
Intell. Data Anal. 10(1): 47-66 (2006) |
28 | EE | Mykola Galushka,
David W. Patterson:
Intelligent index selection for case-based reasoning.
Knowl.-Based Syst. 19(8): 625-638 (2006) |
2005 |
27 | EE | Mykola Galushka,
Huiru Zheng,
David W. Patterson,
L. Bradley:
Case-Based Tissue Classification for Monitoring Leg Ulcer Healing.
CBMS 2005: 353-358 |
26 | | Mykola Galushka,
David W. Patterson:
Assessment of a Novel Technique for Indexing Real World Temporal Cases.
FLAIRS Conference 2005: 111-116 |
25 | EE | David W. Patterson,
Niall Rooney,
Vladimir Dobrynin,
Mykola Galushka:
Sophia: A novel approach for Textual Case-based Reasoning.
IJCAI 2005: 15-20 |
24 | EE | 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) |
23 | EE | 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) |
2004 |
22 | EE | Alex G. Büchner,
David W. Patterson:
Personalised E-Learning Opportunities - Call for a Pedagogical Domain Knowledge Model.
DEXA Workshops 2004: 410-414 |
21 | EE | Vladimir Dobrynin,
David W. Patterson,
Niall Rooney:
Contextual Document Clustering.
ECIR 2004: 167-180 |
20 | | David W. Patterson,
Mykola Galushka,
Niall Rooney:
An Effective Indexing and Retrieval Approach for Temporal Cases.
FLAIRS Conference 2004 |
19 | | Niall Rooney,
David W. Patterson,
Sarab S. Anand,
Alexey Tsymbal:
Random Subspacing for Regression Ensembles.
FLAIRS Conference 2004 |
18 | EE | Niall Rooney,
David W. Patterson,
Chris D. Nugent:
Reduced Ensemble Size Stacking.
ICTAI 2004: 266-271 |
17 | EE | Niall Rooney,
David W. Patterson,
Sarab S. Anand,
Alexey Tsymbal:
Dynamic Integration of Regression Models.
Multiple Classifier Systems 2004: 164-173 |
16 | | Alex G. Büchner,
Matthias Baumgarten,
John G. Hughes,
David W. Patterson:
Contextual Comparison of Discovered Knowledge Patterns.
SEKE 2004: 388-391 |
15 | EE | Niall Rooney,
David W. Patterson,
Mykola Galushka:
A comprehensive review of recursive Naïve Bayes Classifiers.
Intell. Data Anal. 8(6): 615-628 (2004) |
2003 |
14 | EE | Alexey Tsymbal,
Mykola Pechenizkiy,
Seppo Puuronen,
David W. Patterson:
Dynamic Integration of Classifiers in the Space of Principal Components.
ADBIS 2003: 278-292 |
13 | | David W. Patterson,
Niall Rooney,
Mykola Galushka:
Efficient Retrieval for Case-Based Reasoning.
FLAIRS Conference 2003: 144-149 |
12 | EE | David W. Patterson,
Mykola Galushka,
Niall Rooney:
Efficient Real Time Maintenance of Retrieval Knowledge in Case-Based Reasoning.
ICCBR 2003: 407-421 |
11 | EE | Alexey Tsymbal,
Seppo Puuronen,
David W. Patterson:
Ensemble feature selection with the simple Bayesian classification.
Information Fusion 4(2): 87-100 (2003) |
2002 |
10 | | David W. Patterson,
Niall Rooney,
Mykola Galushka:
A Regression Based Adaptation Strategy for Case-Based Reasoning.
AAAI/IAAI 2002: 87-92 |
9 | EE | David W. Patterson,
Niall Rooney,
Mykola Galushka:
Efficient Similarity Determination and Case Construction Techniques for Case-Based Reasoning.
ECCBR 2002: 292-305 |
8 | | David W. Patterson,
Niall Rooney,
Mykola Galushka,
Sarab S. Anand:
Towards Dynamic Maintenance of Retrieval Knowledge in CBR.
FLAIRS Conference 2002: 126-131 |
7 | | Alexey Tsymbal,
Seppo Puuronen,
Mykola Pechenizkiy,
Matthias Baumgarten,
David W. Patterson:
Eigenvector-Based Feature Extraction for Classification.
FLAIRS Conference 2002: 354-358 |
6 | EE | Alexey Tsymbal,
Seppo Puuronen,
David W. Patterson:
Feature Selection for Ensembles of Simple Bayesian Classifiers.
ISMIS 2002: 592-600 |
2001 |
5 | | David W. Patterson,
Sarabjot S. Anand,
John G. Hughes:
Skill Refinement through Competence Feedback.
FLAIRS Conference 2001: 394-401 |
1999 |
4 | EE | 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 |
3 | | Sarabjot S. Anand,
David W. Patterson,
John G. Hughes:
Knowledge Intensive Exception Spaces.
AAAI/IAAI 1998: 574-579 |
2 | | Sarabjot S. Anand,
David W. Patterson,
John G. Hughes,
David A. Bell:
Discovering Case Knowledge Using Data Mining.
PAKDD 1998: 25-35 |
1995 |
1 | | 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 |