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 |