2009 |
30 | EE | Assem Kaylani,
Michael Georgiopoulos,
Mansooreh Mollaghasemi,
Georgios C. Anagnostopoulos:
AG-ART: An adaptive approach to evolving ART architectures.
Neurocomputing 72(10-12): 2079-2092 (2009) |
2008 |
29 | | Niels da Vitoria Lobo,
Takis Kasparis,
Fabio Roli,
James Tin-Yau Kwok,
Michael Georgiopoulos,
Georgios C. Anagnostopoulos,
Marco Loog:
Structural, Syntactic, and Statistical Pattern Recognition, Joint IAPR International Workshop, SSPR & SPR 2008, Orlando, USA, December 4-6, 2008. Proceedings
Springer 2008 |
28 | | John Reeder,
Gita Sukthankar,
Michael Georgiopoulos,
Georgios C. Anagnostopoulos:
Intelligent Trading Agents for Massively Multi-player Game Economies.
AIIDE 2008 |
27 | | Anna Koufakou,
Michael Georgiopoulos,
Georgios C. Anagnostopoulos:
Detecting Outliers in High-Dimensional Datasets with Mixed Attributes.
DMIN 2008: 427-433 |
26 | | Jason R. Beck,
Maria Garcia,
Mingyu Zhong,
Michael Georgiopoulos,
Georgios C. Anagnostopoulos:
A Backward Adjusting Strategy and Optimization of the C4.5 Parameters to Improve C4.5's Performance.
FLAIRS Conference 2008: 35-40 |
25 | EE | Christopher Sentelle,
Georgios C. Anagnostopoulos,
Michael Georgiopoulos:
A fast revised simplex method for SVM training.
ICPR 2008: 1-4 |
24 | EE | Mingyu Zhong,
Michael Georgiopoulos,
Georgios C. Anagnostopoulos:
Properties of the k-norm pruning algorithm for decision tree classifiers.
ICPR 2008: 1-4 |
23 | EE | Assem Kaylani,
Michael Georgiopoulos,
Mansooreh Mollaghasemi,
Georgios C. Anagnostopoulos:
MO-GART: Multiobjective genetic ART architectures.
IEEE Congress on Evolutionary Computation 2008: 1425-1432 |
22 | EE | Assem Kaylani,
Michael Georgiopoulos,
Mansooreh Mollaghasemi,
Georgios C. Anagnostopoulos:
Efficient evolution of ART neural networks.
IEEE Congress on Evolutionary Computation 2008: 3456-3463 |
21 | EE | Mingyu Zhong,
Michael Georgiopoulos,
Georgios C. Anagnostopoulos:
A k -norm pruning algorithm for decision tree classifiers based on error rate estimation.
Machine Learning 71(1): 55-88 (2008) |
2007 |
20 | | Mingyu Zhong,
Michael Georgiopoulos,
Georgios C. Anagnostopoulos:
Experiments with an innovative tree pruning algorithm.
Artificial Intelligence and Applications 2007: 385-390 |
19 | EE | Anna Koufakou,
Enrique G. Ortiz,
Michael Georgiopoulos,
Georgios C. Anagnostopoulos,
Kenneth M. Reynolds:
A Scalable and Efficient Outlier Detection Strategy for Categorical Data.
ICTAI (2) 2007: 210-217 |
18 | EE | Assem Kaylani,
Ahmad Al-Daraiseh,
Michael Georgiopoulos,
Mansooreh Mollaghasemi,
Georgios C. Anagnostopoulos,
Annie S. Wu:
Genetic Optimization of ART Neural Network Architectures.
IJCNN 2007: 379-384 |
17 | EE | Christopher Sentelle,
Michael Georgiopoulos,
Georgios C. Anagnostopoulos,
Cynthia Young:
On Extending the SMO Algorithm Sub-Problem.
IJCNN 2007: 886-891 |
16 | EE | Ahmad Al-Daraiseh,
Assem Kaylani,
Michael Georgiopoulos,
Mansooreh Mollaghasemi,
Annie S. Wu,
Georgios C. Anagnostopoulos:
Genetically Engineered ART Architectures.
Computational Intelligence Based on Lattice Theory 2007: 233-262 |
15 | EE | Rui Xu,
Georgios C. Anagnostopoulos,
Donald C. Wunsch:
Multiclass Cancer Classification Using Semisupervised Ellipsoid ARTMAP and Particle Swarm Optimization with Gene Expression Data.
IEEE/ACM Trans. Comput. Biology Bioinform. 4(1): 65-77 (2007) |
14 | EE | Mingyu Zhong,
Dave Coggeshall,
Ehsan Ghaneie,
Thomas Pope,
Mark Rivera,
Michael Georgiopoulos,
Georgios C. Anagnostopoulos,
Mansooreh Mollaghasemi,
Samuel Richie:
Gap-Based Estimation: Choosing the Smoothing Parameters for Probabilistic and General Regression Neural Networks.
Neural Computation 19(10): 2840-2864 (2007) |
13 | EE | José Castro,
Jimmy Secretan,
Michael Georgiopoulos,
Ronald F. DeMara,
Georgios C. Anagnostopoulos,
Avelino J. Gonzalez:
Pipelining of Fuzzy ARTMAP without matchtracking: Correctness, performance bound, and Beowulf evaluation.
Neural Networks 20(1): 109-128 (2007) |
12 | EE | Mingyu Zhong,
Bryan Rosander,
Michael Georgiopoulos,
Georgios C. Anagnostopoulos,
Mansooreh Mollaghasemi,
Samuel Richie:
Experiments with Safe muARTMAP : Effect of the network parameters on the network performance.
Neural Networks 20(2): 245-259 (2007) |
11 | EE | Ahmad Al-Daraiseh,
Assem Kaylani,
Michael Georgiopoulos,
Mansooreh Mollaghasemi,
Annie S. Wu,
Georgios C. Anagnostopoulos:
GFAM: Evolving Fuzzy ARTMAP neural networks.
Neural Networks 20(8): 874-892 (2007) |
2006 |
10 | | Mingyu Zhong,
Michael Georgiopoulos,
Georgios C. Anagnostopoulos,
Mansooreh Mollaghasemi:
Generalized Entropy for Splitting on Numerical Attributes in Decision Trees.
FLAIRS Conference 2006: 604-609 |
9 | | Ahmad Al-Daraiseh,
Michael Georgiopoulos,
Annie S. Wu,
Georgios C. Anagnostopoulos,
Mansooreh Mollaghasemi:
GFAM: Evolving Fuzzy ARTMAP Neural Networks.
FLAIRS Conference 2006: 694-699 |
8 | EE | Mingyu Zhong,
Dave Coggeshall,
Ehsan Ghaneie,
Thomas Pope,
Mark Rivera,
Michael Georgiopoulos,
Georgios C. Anagnostopoulos,
Mansooreh Mollaghasemi,
Samuel Richie:
Gap-Based Estimation: Choosing the Smoothing Parameters for Probabilistic and General Regression Neural Networks.
IJCNN 2006: 1870-1877 |
7 | EE | Mingyu Zhong,
Bryan Rosander,
Michael Georgiopoulos,
Georgios C. Anagnostopoulos,
Mansooreh Mollaghasemi,
Samuel Richie:
Experiments with Safe ARTMAP and Comparisons to Other ART Networks.
IJCNN 2006: 720-727 |
2004 |
6 | EE | Ghaith Rabadi,
Mansooreh Mollaghasemi,
Georgios C. Anagnostopoulos:
A branch-and-bound algorithm for the early/tardy machine scheduling problem with a common due-date and sequence-dependent setup time.
Computers & OR 31(10): 1727-1751 (2004) |
2003 |
5 | | Michael Georgiopoulos,
Georgios C. Anagnostopoulos,
Madan Bharadwaj:
Experimental Comparisons of Semi-Supervised and Supervised ART Classifiers (Invited Talk).
FLAIRS Conference 2003: 433 |
4 | EE | Georgios C. Anagnostopoulos,
Michael Georgiopoulos:
Putting the Utility of Match Tracking in Fuzzy ARTMAP Training to the Test.
KES 2003: 1-6 |
2002 |
3 | EE | Georgios C. Anagnostopoulos,
Michael Georgiopoulos:
Category regions as new geometrical concepts in Fuzzy-ART and Fuzzy-ARTMAP.
Neural Networks 15(10): 1205-1221 (2002) |
2001 |
2 | EE | Anna Koufakou,
Michael Georgiopoulos,
Georgios C. Anagnostopoulos,
Takis Kasparis:
Cross-validation in Fuzzy ARTMAP for large databases.
Neural Networks 14(9): 1279-1291 (2001) |
2000 |
1 | EE | Georgios C. Anagnostopoulos,
Michael Georgiopoulos:
Hypersphere ART and ARTMAP for Unsupervised and Supervised, Incremental Learning.
IJCNN (6) 2000: 59-66 |