| Hits ?▲ |
Authors |
Title |
Venue |
Year |
Link |
Author keywords |
| 1 | Michael Georgiopoulos, Cong Li, Taskin Koçak |
Learning in the feed-forward random neural network: A critical review.  |
Perform. Eval.  |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Christopher Sentelle, Georgios C. Anagnostopoulos, Michael Georgiopoulos |
Efficient Revised Simplex Method for SVM Training. |
IEEE Transactions on Neural Networks |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Anna Koufakou, Jimmy Secretan, Michael Georgiopoulos |
Non-derivable itemsets for fast outlier detection in large high-dimensional categorical data. |
Knowl. Inf. Syst. |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Cong Li, Michael Georgiopoulos, Georgios C. Anagnostopoulos |
Kernel principal subspace Mahalanobis distances for outlier detection. |
IJCNN |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Talitha Rubio, Tiantian Zhang, Michael Georgiopoulos, Assem Kaylani |
Multi-objective evolutionary optimization of exemplar-based classifiers: A PNN test case. |
IJCNN |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Yinjie Huang, Michael Georgiopoulos, Georgios C. Anagnostopoulos |
Accelerated learning of Generalized Sammon Mappings. |
IJCNN |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Assem Kaylani, Michael Georgiopoulos, Mansooreh Mollaghasemi, Georgios C. Anagnostopoulos, Christopher Sentelle, Mingyu Zhong |
An adaptive multiobjective approach to evolving ART architectures. |
IEEE Transactions on Neural Networks |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Jimmy Secretan, Michael Georgiopoulos, Anna Koufakou, Kelvin Cardona |
APHID: An architecture for private, high-performance integrated data mining. |
Future Generation Comp. Syst. |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Anna Koufakou, Michael Georgiopoulos |
A fast outlier detection strategy for distributed high-dimensional data sets with mixed attributes. |
Data Min. Knowl. Discov. |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Cassondra Puklavage, Alexander R. Pirela, Avelino J. Gonzalez, Michael Georgiopoulos |
Imitating Personalized Expressions in an Avatar through Machine Learning. |
FLAIRS Conference |
2010 |
DBLP BibTeX RDF |
|
| 1 | Ruben Ramirez-Padron, David Foregger, Julie Manuel, Michael Georgiopoulos, Boris Mederos |
Similarity Kernels for Nearest Neighbor-Based Outlier Detection. |
IDA |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Michael Georgiopoulos, Cong Li, Taskin Koçak |
Learning in the feed-forward Random Neural Network: A Critical Review. |
ISCIS |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Assem Kaylani, Michael Georgiopoulos, Mansooreh Mollaghasemi, Georgios C. Anagnostopoulos |
AG-ART: An adaptive approach to evolving ART architectures. |
Neurocomputing |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Michael Georgiopoulos, Ronald F. DeMara, Avelino J. Gonzalez, Annie S. Wu, Mansooreh Mollaghasemi, Erol Gelenbe, Marcella K. Kysilka, Jimmy Secretan, Carthik A. Sharma, Ayman J. Alnsour |
A Sustainable Model for Integrating Current Topics in Machine Learning Research Into the Undergraduate Curriculum. |
IEEE Trans. Education |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Jimmy Secretan, Anna Koufakou, Michael Georgiopoulos |
APHID: A Practical Architecture for High-Performance, Privacy-Preserving Data Mining. |
DMIN |
2009 |
DBLP BibTeX RDF |
|
| 1 | Anna Koufakou, Jimmy Secretan, Michelle Fox, Gary Gramajo, Georgios C. Anagnostopoulos, Michael Georgiopoulos |
Outlier Detection for Large High-Dimensional Categorical Data using Non-Derivable and Non-Almost-Derivable Sets. |
DMIN |
2009 |
DBLP BibTeX RDF |
|
| 1 | Christopher Sentelle, Georgios C. Anagnostopoulos, Michael Georgiopoulos |
An efficient active set method for SVM training without singular inner problems. |
IJCNN |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Mingyu Zhong, Michael Georgiopoulos, Georgios C. Anagnostopoulos |
A k -norm pruning algorithm for decision tree classifiers based on error rate estimation. |
Machine Learning |
2008 |
DBLP DOI BibTeX RDF |
Law of succession, Decision tree, Pruning |
| 1 | Olcay Kursun, Michael Georgiopoulos, Kenneth M. Reynolds |
Name Matching in Law Enforcement Database. |
Intelligence and Security Informatics |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Anna Koufakou, Michael Georgiopoulos, Georgios C. Anagnostopoulos |
Detecting Outliers in High-Dimensional Datasets with Mixed Attributes. |
DMIN |
2008 |
DBLP BibTeX RDF |
|
| 1 | Christopher Sentelle, Georgios C. Anagnostopoulos, Michael Georgiopoulos |
A fast revised simplex method for SVM training. |
ICPR |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Mingyu Zhong, Michael Georgiopoulos, Georgios C. Anagnostopoulos |
Properties of the k-norm pruning algorithm for decision tree classifiers. |
ICPR |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | John Reeder, Gita Sukthankar, Michael Georgiopoulos, Georgios C. Anagnostopoulos |
Intelligent Trading Agents for Massively Multi-player Game Economies. |
AIIDE |
2008 |
DBLP BibTeX RDF |
|
| 1 | Assem Kaylani, Michael Georgiopoulos, Mansooreh Mollaghasemi, Georgios C. Anagnostopoulos |
Efficient evolution of ART neural networks. |
IEEE Congress on Evolutionary Computation |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Assem Kaylani, Michael Georgiopoulos, Mansooreh Mollaghasemi, Georgios C. Anagnostopoulos |
MO-GART: Multiobjective genetic ART architectures. |
IEEE Congress on Evolutionary Computation |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | John Reeder, Roberto Miguez, Jessica Sparks, Michael Georgiopoulos, Georgios C. Anagnostopoulos |
Interactively evolved modular neural networks for game agent control. |
CIG |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Niels da Vitoria Lobo, Takis Kasparis, Fabio Roli, James Tin-Yau Kwok, Michael Georgiopoulos, Georgios C. Anagnostopoulos, Marco Loog (eds.) |
Structural, Syntactic, and Statistical Pattern Recognition, Joint IAPR International Workshop, SSPR & SPR 2008, Orlando, USA, December 4-6, 2008. Proceedings |
SSPR/SPR |
2008 |
DBLP BibTeX RDF |
|
| 1 | 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 |
DBLP BibTeX RDF |
|
| 1 | Anna Koufakou, Jimmy Secretan, John Reeder, Kelvin Cardona, Michael Georgiopoulos |
Fast parallel outlier detection for categorical datasets using MapReduce. |
IJCNN |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | 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 |
2007 |
DBLP DOI BibTeX RDF |
|
| 1 | 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 |
2007 |
DBLP DOI BibTeX RDF |
|
| 1 | Ahmad Al-Daraiseh, Assem Kaylani, Michael Georgiopoulos, Mansooreh Mollaghasemi, Annie S. Wu, Georgios C. Anagnostopoulos |
GFAM: Evolving Fuzzy ARTMAP neural networks. |
Neural Networks |
2007 |
DBLP DOI BibTeX RDF |
|
| 1 | 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 |
2007 |
DBLP DOI BibTeX RDF |
|
| 1 | 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 |
DBLP DOI BibTeX RDF |
|
| 1 | Mingyu Zhong, Michael Georgiopoulos, Georgios C. Anagnostopoulos |
Experiments with an innovative tree pruning algorithm. |
Artificial Intelligence and Applications |
2007 |
DBLP BibTeX RDF |
|
| 1 | Anna Koufakou, Enrique G. Ortiz, Michael Georgiopoulos, Georgios C. Anagnostopoulos, Kenneth M. Reynolds |
A Scalable and Efficient Outlier Detection Strategy for Categorical Data. |
ICTAI |
2007 |
DBLP DOI BibTeX RDF |
|
| 1 | Jimmy Secretan, Michael Georgiopoulos, José Castro |
A Privacy Preserving Probabilistic Neural Network for Horizontally Partitioned Databases. |
IJCNN |
2007 |
DBLP DOI BibTeX RDF |
|
| 1 | Assem Kaylani, Ahmad Al-Daraiseh, Michael Georgiopoulos, Mansooreh Mollaghasemi, Georgios C. Anagnostopoulos, Annie S. Wu |
Genetic Optimization of ART Neural Network Architectures. |
IJCNN |
2007 |
DBLP DOI BibTeX RDF |
|
| 1 | Christopher Sentelle, Michael Georgiopoulos, Georgios C. Anagnostopoulos, Cynthia Young |
On Extending the SMO Algorithm Sub-Problem. |
IJCNN |
2007 |
DBLP DOI BibTeX RDF |
|
| 1 | José Castro, Michael Georgiopoulos, Jimmy Secretan |
Analyzing the Fuzzy ARTMAP Matchtracking mechanism with Co-Objective Optimization Theory. |
IJCNN |
2007 |
DBLP DOI BibTeX RDF |
|
| 1 | Olcay Kursun, Anna Koufakou, Abhijit Wakchaure, Michael Georgiopoulos, Kenneth M. Reynolds, Ronald Eaglin |
Answer: approximate Name Search with Errors in Large Databases by a Novel Approach Based on Prefix-dictionary. |
International Journal on Artificial Intelligence Tools |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | Stephen J. Verzi, Gregory L. Heileman, Michael Georgiopoulos |
Boosted ARTMAP: Modifications to fuzzy ARTMAP motivated by boosting theory. |
Neural Networks |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | H. K. G. Fernlund, Avelino J. Gonzalez, Michael Georgiopoulos, Ronald F. DeMara |
Learning tactical human behavior through observation of human performance. |
IEEE Transactions on Systems, Man, and Cybernetics, Part B |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | Olcay Kursun, Anna Koufakou, Bing Chen, Michael Georgiopoulos, Kenneth M. Reynolds, Ronald Eaglin |
A Dictionary-Based Approach to Fast and Accurate Name Matching in Large Law Enforcement Databases. |
ISI |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | Mingyu Zhong, Michael Georgiopoulos, Georgios C. Anagnostopoulos, Mansooreh Mollaghasemi |
Generalized Entropy for Splitting on Numerical Attributes in Decision Trees. |
FLAIRS Conference |
2006 |
DBLP BibTeX RDF |
|
| 1 | Ahmad Al-Daraiseh, Michael Georgiopoulos, Annie S. Wu, Georgios C. Anagnostopoulos, Mansooreh Mollaghasemi |
GFAM: Evolving Fuzzy ARTMAP Neural Networks. |
FLAIRS Conference |
2006 |
DBLP BibTeX RDF |
|
| 1 | 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 |
DBLP DOI BibTeX RDF |
|
| 1 | Jimmy Secretan, Michael Georgiopoulos, Ian Maidhof, Philip Shibly, Joshua Hecker |
Methods for Parallelizing the Probabilistic Neural Network on a Beowulf Cluster Computer. |
IJCNN |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | 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 |
DBLP DOI BibTeX RDF |
|
| 1 | José Castro, Michael Georgiopoulos, Ronald F. DeMara, Avelino J. Gonzalez |
Data-partitioning using the Hilbert space filling curves: Effect on the speed of convergence of Fuzzy ARTMAP for large database problems. |
Neural Networks |
2005 |
DBLP DOI BibTeX RDF |
|
| 1 | José Castro, Michael Georgiopoulos, Ronald F. DeMara, Avelino J. Gonzalez |
A Partitioned Fuzzy ARTMAP Implementation for Fast Processing of Large Databases on Sequential Machines. |
FLAIRS Conference |
2004 |
DBLP BibTeX RDF |
|
| 1 | Mansooreh Mollaghasemi, Michael Georgiopoulos, Anne Donnelly, Dayana Cope, Martin J. Steele |
Educating Middle and High School Students in Space Operations: The Simulation Approach. |
Winter Simulation Conference |
2004 |
DBLP BibTeX RDF |
|
| 1 | Michael Georgiopoulos, José Castro, Annie S. Wu, Ronald F. DeMara, Erol Gelenbe, Avelino J. Gonzalez, Marcella K. Kysilka, Mansooreh Mollaghasemi |
CRCD in machine learning at the University of Central Florida preliminary experiences. |
ITiCSE |
2003 |
DBLP DOI BibTeX RDF |
learning, computer science education, curriculum development, engineering education |
| 1 | Georgios C. Anagnostopoulos, Michael Georgiopoulos |
Putting the Utility of Match Tracking in Fuzzy ARTMAP Training to the Test. |
KES |
2003 |
DBLP DOI BibTeX RDF |
|
| 1 | Michael Georgiopoulos, Georgios C. Anagnostopoulos, Madan Bharadwaj |
Experimental Comparisons of Semi-Supervised and Supervised ART Classifiers (Invited Talk). |
FLAIRS Conference |
2003 |
DBLP BibTeX RDF |
|
| 1 | Georgios C. Anagnostopoulos, Michael Georgiopoulos |
Category regions as new geometrical concepts in Fuzzy-ART and Fuzzy-ARTMAP. |
Neural Networks |
2002 |
DBLP DOI BibTeX RDF |
|
| 1 | Dimitrios Charalampidis, Takis Kasparis, Michael Georgiopoulos |
Classification of noisy signals using fuzzy ARTMAP neural networks. |
IEEE Transactions on Neural Networks |
2001 |
DBLP DOI BibTeX RDF |
|
| 1 | Anna Koufakou, Michael Georgiopoulos, Georgios C. Anagnostopoulos, Takis Kasparis |
Cross-validation in Fuzzy ARTMAP for large databases. |
Neural Networks |
2001 |
DBLP DOI BibTeX RDF |
|
| 1 | Takis Kasparis, Dimitrios Charalampidis, Michael Georgiopoulos, Jannick P. Rolland |
Segmentation of textured images based on fractals and image filtering. |
Pattern Recognition |
2001 |
DBLP DOI BibTeX RDF |
|
| 1 | Amy E. Henninger, Avelino J. Gonzalez, Michael Georgiopoulos, Ronald F. DeMara |
A Connectionist-Symbolic Approach to Modeling Agent Behavior: Neural Networks Grouped by Contexts. |
CONTEXT |
2001 |
DBLP DOI BibTeX RDF |
|
| 1 | George Bebis, Satish Uthiram, Michael Georgiopoulos |
Face Detection and Verification Using Genetic Search. |
International Journal on Artificial Intelligence Tools |
2000 |
DBLP BibTeX RDF |
|
| 1 | Georgios C. Anagnostopoulos, Michael Georgiopoulos |
Hypersphere ART and ARTMAP for Unsupervised and Supervised, Incremental Learning. |
IJCNN |
2000 |
DBLP DOI BibTeX RDF |
|
| 1 | Dimitrios Charalampidis, Michael Georgiopoulos, Takis Kasparis |
Classification of Noisy Signals Using Fuzzy ARTMAP Neural Networks. |
IJCNN |
2000 |
DBLP DOI BibTeX RDF |
Classification, Segmentation, Texture, Noise, Energy, Fractal Dimension, Fuzzy ARTMAP |
| 1 | Stephen J. Verzi, Gregory L. Heileman, Michael Georgiopoulos, Michael J. Healy |
Hierarchical ARTMAP. |
IJCNN |
2000 |
DBLP DOI BibTeX RDF |
|
| 1 | Issam Dagher, Michael Georgiopoulos, Gregory L. Heileman, George Bebis |
An ordering algorithm for pattern presentation in fuzzy ARTMAP that tends to improve generalization performance. |
IEEE Transactions on Neural Networks |
1999 |
DBLP DOI BibTeX RDF |
|
| 1 | Michael Georgiopoulos, Issam Dagher, Gregory L. Heileman, George Bebis |
Properties of learning of a Fuzzy ART Variant. |
Neural Networks |
1999 |
DBLP DOI BibTeX RDF |
|
| 1 | George Bebis, Michael Georgiopoulos, Niels da Vitoria Lobo, Mubarak Shah |
Learning affine transformations. |
Pattern Recognition |
1999 |
DBLP DOI BibTeX RDF |
|
| 1 | George Bebis, Michael Georgiopoulos, Mubarak Shah, Niels da Vitoria Lobo |
Indexing Based on Algebraic Functions of Views. |
Computer Vision and Image Understanding |
1998 |
DBLP DOI BibTeX RDF |
|
| 1 | George Bebis, Michael Georgiopoulos, Niels da Vitoria Lobo |
Using self-organizing maps to learn geometric hash functions for model-based object recognition. |
IEEE Transactions on Neural Networks |
1998 |
DBLP DOI BibTeX RDF |
|
| 1 | George Bebis, Michael Georgiopoulos, Mubarak Shah, Niels da Vitoria Lobo |
Using Algebraic Functions of Views for Indexing-Based Object Recognition. |
ICCV |
1998 |
DBLP BibTeX RDF |
|
| 1 | George Bebis, Michael Georgiopoulos, Takis Kasparis |
Coupling weight elimination with genetic algorithms to reduce network size and preserve generalization. |
Neurocomputing |
1997 |
DBLP DOI BibTeX RDF |
|
| 1 | Michael Georgiopoulos, Hans Fernlund, George Bebis, Gregory L. Heileman |
Order of Search in Fuzzy ART and Fuzzy ARTMAP: Effect of the Choice Parameter. |
Neural Networks |
1996 |
DBLP DOI BibTeX RDF |
|
| 1 | Juxin Huang, Michael Georgiopoulos, Gregory L. Heileman |
Fuzzy ART properties. |
Neural Networks |
1995 |
DBLP DOI BibTeX RDF |
|
| 1 | George Bebis, Michael Georgiopoulos, Niels da Vitoria Lobo |
Learning Geometric Hashing Functions for Model-Based Object Recognition. (PDF / PS) |
ICCV |
1995 |
DBLP DOI BibTeX RDF |
geometric hashing functions, distribution of invariants, geometric hash function, elastic hash table, hash bins, statistical characteristics, neural network, learning (artificial intelligence), learning, object recognition, indexing, training, invariants, file organisation, topology preserving, self-organizing feature map, self-organising feature maps, elastic net, model-based object recognition |
| 1 | Michael Georgiopoulos, Juxin Huang, Gregory L. Heileman |
Properties of learning in ARTMAP. |
Neural Networks |
1994 |
DBLP DOI BibTeX RDF |
|
| 1 | Gregory L. Heileman, Michael Georgiopoulos, William D. Roome |
A General Framework for Concurrent Simulation of Neural Network Models. |
IEEE Trans. Software Eng. |
1992 |
DBLP DOI BibTeX RDF |
discrete event nonlinear dynamical systems, continuous-time differential equations, discrete-time difference equations, concurrent object-oriented discrete event simulation, data structures, object-oriented programming, parallel architectures, discrete event simulation, neural nets, object-oriented language, nonlinearities, parallel languages, data abstraction, neural network models, concurrent simulation, general-purpose parallel computer |
| 1 | Michael Georgiopoulos, Gregory L. Heileman, Juxin Huang |
The N-N-N conjecture in ART1. |
Neural Networks |
1992 |
DBLP DOI BibTeX RDF |
|
| 1 | Michael Georgiopoulos, Gregory L. Heileman, Juxin Huang |
Properties of learning related to pattern diversity in ART1. |
Neural Networks |
1991 |
DBLP DOI BibTeX RDF |
|
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