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Michael Georgiopoulos

Observed names: Georgiopoulos, Michael, M Georgiopoulos, M. GEORGIOPOULOS, M. Georgiopoulos, MICHAEL GEORGIOPOULOS, MIchael Georgiopoulos
Institutions: University of Central Florida, University of Connecticut, Bangladesh University of Engineering and Technology, Florida International University, Human Computer Interaction (Switzerland), SUNY Polytechnic Institute
Observed institutions: University of Central Florida, Florida Institute of Technology, University of Connecticut, University of Hartford, Bangladesh University of Engineering and Technology, Florida International University, Purdue University West Lafayette, University of Tehran, University of South Florida, SoarTech (United States), Human Computer Interaction (Switzerland), Imperial College London, SUNY Polytechnic Institute
ORCID: 0009-0002-8840-0123
Observed ORCID: 0009-0002-8840-0123
OpenAlex ID: A5036799400
Feed-forward neural networks
1994 · G. Bebis, M. Georgiopoulos · IEEE Potentials · 749
Applications of Neural Networks in Electromagnetics
2001 · Christos Christodoulou, Michael Georgiopoulos · CERN Document Server (European Organization for Nuclear Research) · 253
A neural network-based smart antenna for multiple source tracking
2000 · A.H. El Zooghby, C.G. Christodoulou, et al. · IEEE Transactions on Antennas and Propagation · 250
Performance of radial-basis function networks for direction of arrival estimation with antenna arrays
1997 · A.H. El Zooghby, C.G. Christodoulou, et al. · IEEE Transactions on Antennas and Propagation · 203
Fingerprint identification using Delaunay triangulation
2003 · G. Bebis, T. Deaconu, et al. · 181
A fast outlier detection strategy for distributed high-dimensional data sets with mixed attributes
2009 · Anna Koufakou, Michael Georgiopoulos · Data Mining and Knowledge Discovery · 124
Increasing Retention and Graduation Rates Through a STEM Learning Community
2015 · Melissa Dagley, Michael Georgiopoulos, et al. · Journal of College Student Retention Research Theory & Practice · 109
Neural network-based adaptive beamforming for one- and two-dimensional antenna arrays
1998 · A.H.El. Zooghby, C.G. Christodoulou, et al. · IEEE Transactions on Antennas and Propagation · 108
An ordering algorithm for pattern presentation in fuzzy ARTMAP that tends to improve generalization performance
1999 · I. Dagher, M. Georgiopoulos, et al. · IEEE Transactions on Neural Networks · 86
Fuzzy ART properties
1995 · Juxin Huang, Michael Georgiopoulos, et al. · Neural Networks · 79
Order of Search in Fuzzy ART and Fuzzy ARTMAP: Effect of the Choice Parameter
1996 · Michael Georgiopoulos, Hans Fernlund, et al. · Neural Networks · 73
A Scalable and Efficient Outlier Detection Strategy for Categorical Data
2007 · Anna Koufakou, Enrique G. Ortiz, et al. · Proceedings - International Conference on Tools with Artificial Intelligence, TAI · 69
Coupling weight elimination with genetic algorithms to reduce network size and preserve generalization
1997 · George Bebis, Michael Georgiopoulos, et al. · Neurocomputing · 65
Ellipsoid ART and ARTMAP for incremental clustering and classification
2002 · G.C. Anagnostopoulos, M. Georgiopoulos · 2022 International Joint Conference on Neural Networks (IJCNN) · 59
Learning tactical human behavior through observation of human performance
2006 · H.K.G. Fernlund, A.J. Gonzalez, et al. · IEEE Transactions on Systems Man and Cybernetics Part B (Cybernetics) · 51
Segmentation of textured images based on fractals and image filtering
2001 · T. Kasparis, D. Charalampidis, et al. · Pattern Recognition · 51
Tracking dirty proceeds: Exploring data mining technologies as tools to investigate money laundering
2003 · R. CORY Watkins, K. Michael Reynolds, et al. · Police Practice and Research · 49
Properties of learning related to pattern diversity in ART1
1991 · Michael Georgiopoulos, Gregory L. Heileman, et al. · Neural Networks · 41
Learning in the feed-forward random neural network: A critical review
2010 · Michael Georgiopoulos, Cong Li, et al. · Performance Evaluation · 40
Learning affine transformations
1999 · George Bebis, Michael Georgiopoulos, et al. · Pattern Recognition · 40
Structural, Syntactic, and Statistical Pattern Recognition
2008 · Hutchison, David, Loog, Marco, et al. · Lecture notes in computer science · 39
An Adaptive Multiobjective Approach to Evolving ART Architectures
2010 · A. Kaylani, M. Georgiopoulos, et al. · IEEE Transactions on Neural Networks · 38
Classification of noisy signals using fuzzy ARTMAP neural networks
2001 · D. Chralampidis, T. Kasparis, et al. · IEEE Transactions on Neural Networks · 36
Ellipsoid ART and ARTMAP for incremental unsupervised and supervised learning
2001 · Georgios C. Anagnostopoulos, Michael Georgiopoulos · Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE · 34
Properties of learning of a Fuzzy ART Variant
1999 · M. Georgiopoulos, I. Dagher, et al. · Neural Networks · 34
Works count: 301
Citation count: 4,642
H-index: 30
I10-index: 88
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