Cris Koutsougeras

Publication Activity (10 Years)

Years Active: 1986-2021
Publications (10 Years): 1

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Publications

Alexis Daniels, Cris Koutsougeras
Predicting Water Quality Parameters in Lake Pontchartrain using Machine Learning: A comparison on K-Nearest Neighbors, Decision Trees, and Neural Networks to Predict Water Quality. ICISDM (2021)
Cris Koutsougeras, Yi Liu, Rong Zheng
Event-driven sensor deployment using self-organizing maps. Int. J. Sens. Networks 3 (3) (2008)
Jorge Nagel, Paul G. Trepagnier, Cris Koutsougeras, Powell M. Kinney, Matthew Dooner
The Culebra Algorithm for Path Planning and Obstacle Avoidance in Kat-5. ICTAI (2006)
Paul G. Trepagnier, Jorge Nagel, Powell M. Kinney, Cris Koutsougeras, Matthew Dooner
KAT-5: Robust systems for autonomous vehicle navigation in challenging and unknown terrain. J. Field Robotics 23 (8) (2006)
John F. Vassilopoulos, Cris Koutsougeras, Arturo Hernández Aguirre
On the Problem of Training the Coulomb Energy Network. Int. J. Artif. Intell. Tools 11 (4) (2002)
Arturo Hernández Aguirre, Cris Koutsougeras, Bill P. Buckles
Sample Complexity for Function Learning Tasks through Linear Neural Networks. MICAI (2002)
Arturo Hernández Aguirre, Cris Koutsougeras, Bill P. Buckles
Sample Complexity for Function Learning Tasks Through Linear Neural Networks. Int. J. Artif. Intell. Tools 11 (4) (2002)
Nikolaos G. Bourbakis, A. Mogzadeh, J. Sukarno Mertoguno, Cris Koutsougeras
A knowledge-based expert system for automatic visual VLSI reverse-engineering: VLSI layout version. IEEE Trans. Syst. Man Cybern. Part A 32 (3) (2002)
Arturo Hernández Aguirre, Cris Koutsougeras, Bill P. Buckles
On model selection in SLT and linear basis neural networks. IJCNN (1999)
Jian Zhang, Xiaojing Yuan, Zhixiang Zeng, Bill P. Buckles, Cris Koutsougeras, Saud Amer
Niching in an ES/EP context. CEC (1999)
Rocío Alba-Flores, Cris Koutsougeras, Bill P. Buckles, Saud Amernd
Content-based Search Prototype for Image Databases. MD (1999)
John F. Vassilopoulos, Cris Koutsougeras
Refinements in Training Schemes for the Coulomb Energy Network. ICTAI (1996)
Radhakrishnan Srikanth, Cris Koutsougeras, Roy George
Hybrid Charge Clustering Network: a heterogeneous neural network model. Neural Parallel Sci. Comput. 2 (2) (1994)
Cris Koutsougeras, Radhakrishnan Srikanth
Data Transformation for Learning in Feedforward Neural Nets. ICTAI (1993)
Cris Koutsougeras, Peggy Israel
A Method for Parallel Search under Higher-Order Constraints. Int. J. Pattern Recognit. Artif. Intell. 7 (3) (1993)
Peggy Israel, Cris Koutsougeras
A Hybrid Electro-Optical Architecture for Classification Trees and Associative Memory Mechanisms. Int. J. Artif. Intell. Tools 2 (3) (1993)
Akhtar Jameel, Cris Koutsougeras
On Features Used for Handwritten Character Recognition in a Neural Network Environment. ICTAI (1993)
Cris Koutsougeras, George Georgiou, Christos A. Papachristou
A Feedforward Neural Network Classifier Model: Multiple Classes, Confidence Output Values, and Implementation. Int. J. Pattern Recognit. Artif. Intell. 6 (4) (1992)
Cris Koutsougeras, George Papadourakis
Coupling Supervised and Unsupervised Techniques in Training Feed-Forward Nets. Int. J. Artif. Intell. Tools 1 (1) (1992)
Cris Koutsougeras, George Papadourakis
A method for training a feed-forward neural net model while targeting reduced nonlinearity. ICTAI (1991)
Nikolaos G. Bourbakis, Robin Williams, Forouzan Golshani, Myron Flickner, Ted Laliotis, Sukhan Lee, José G. Delgado-Frias, Dan Hammerstrom, Cris Koutsougeras, Gerald G. Pechanek, Benjamin W. Wah, John Yen, Farokh B. Bastani, Tom Cooper, Karan Harbison-Briggs, Rudy Lauber, Alun D. Preece, Imran A. Zualkernan, W. T. Tsai, Daniel E. Cooke, Martin S. Feather, Stephen Fickas, N. Minsky, Peter G. Selfridge, Douglas Smith
AI in multimedia (panel session). ICTAI (1991)
Cris Koutsougeras, George Georgiou, Christos A. Papachristou
Extending Athena: multiple classes and confidence output values. TAI (1990)
Peggy Israel, Cris Koutsougeras
An annealing approach to associative recall in the CBM model. IJCNN (1990)
Peggy Israel, Cris Koutsougeras
Associative Recall Based on Abstract Object Descriptions Learned from Observation: the CBM Neural Net Model. Int. J. Pattern Recognit. Artif. Intell. 4 (2) (1990)
Peggy Israel, Cris Koutsougeras
Associative recall based on abstract object descriptions learned from observation: the CBM neural net model. TAI (1989)
Cris Koutsougeras, Christos A. Papachristou
Training of a neural network for pattern classification based on an entropy measure. ICNN (1988)
Cris Koutsougeras, Christos A. Papachristou, Ranga Vemuri
Data flow graph partitioning to reduce communication cost. MICRO (1986)