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ORCIDCris Koutsougeras
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2020 – today
- 2021
[c16]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: 28-33
2000 – 2009
- 2008
- [j11]Cris Koutsougeras, Yi Liu, Rong Zheng:
Event-driven sensor deployment using self-organizing maps. Int. J. Sens. Networks 3(3): 142-151 (2008) - 2006
- [j10]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): 509-526 (2006) - [c15]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: 247-253 - 2002
- [j9]John F. Vassilopoulos, Cris Koutsougeras, Arturo Hernández Aguirre:
On the Problem of Training the Coulomb Energy Network. Int. J. Artif. Intell. Tools 11(4): 475-497 (2002) - [j8]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): 499-511 (2002) - [j7]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): 428-436 (2002) - [c14]Arturo Hernández Aguirre, Cris Koutsougeras, Bill P. Buckles:
Sample Complexity for Function Learning Tasks through Linear Neural Networks. MICAI 2002: 262-271
1990 – 1999
- 1999
- [c13]Jian Zhang, Xiaojing Yuan, Zhixiang Zeng, Bill P. Buckles, Cris Koutsougeras, Saud Amer:
Niching in an ES/EP context. CEC 1999: 1426-1433 - [c12]Arturo Hernández Aguirre, Cris Koutsougeras, Bill P. Buckles:
On model selection in SLT and linear basis neural networks. IJCNN 1999: 467-472 - [c11]Rocío Alba-Flores, Cris Koutsougeras, Bill P. Buckles, Saud Amernd:
Content-based Search Prototype for Image Databases. MD 1999 - 1996
- [c10]John F. Vassilopoulos, Cris Koutsougeras:
Refinements in Training Schemes for the Coulomb Energy Network. ICTAI 1996: 194-199 - 1994
- [j6]Radhakrishnan Srikanth, Cris Koutsougeras, Roy George:
Hybrid Charge Clustering Network: a heterogeneous neural network model. Neural Parallel Sci. Comput. 2(2): 235-244 (1994) - 1993
- [j5]Peggy Israel, Cris Koutsougeras:
A Hybrid Electro-Optical Architecture for Classification Trees and Associative Memory Mechanisms. Int. J. Artif. Intell. Tools 2(3): 373-394 (1993) - [j4]Cris Koutsougeras, Peggy Israel:
A Method for Parallel Search under Higher-Order Constraints. Int. J. Pattern Recognit. Artif. Intell. 7(3): 409-429 (1993) - [c9]Cris Koutsougeras, Radhakrishnan Srikanth:
Data Transformation for Learning in Feedforward Neural Nets. ICTAI 1993: 22-29 - [c8]Akhtar Jameel, Cris Koutsougeras:
On Features Used for Handwritten Character Recognition in a Neural Network Environment. ICTAI 1993: 280-284 - 1992
- [j3]Cris Koutsougeras, George Papadourakis:
Coupling Supervised and Unsupervised Techniques in Training Feed-Forward Nets. Int. J. Artif. Intell. Tools 1(1): 37-56 (1992) - [j2]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): 539-569 (1992) - 1991
- [c7]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: 3-12 - [c6]Cris Koutsougeras, George Papadourakis:
A method for training a feed-forward neural net model while targeting reduced nonlinearity. ICTAI 1991: 192-199 - [e1]Cris Koutsougeras, Jeffrey Scott Vitter:
Proceedings of the 23rd Annual ACM Symposium on Theory of Computing, May 5-8, 1991, New Orleans, Louisiana, USA. ACM 1991, ISBN 0-89791-397-3 [contents] - 1990
- [j1]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): 181-198 (1990) - [c5]Cris Koutsougeras, George Georgiou, Christos A. Papachristou:
Extending Athena: multiple classes and confidence output values. TAI 1990: 712-716 - [c4]Peggy Israel, Cris Koutsougeras:
An annealing approach to associative recall in the CBM model. IJCNN 1990: 633-638
1980 – 1989
- 1989
- [c3]Peggy Israel, Cris Koutsougeras:
Associative recall based on abstract object descriptions learned from observation: the CBM neural net model. TAI 1989: 465-472 - 1988
- [c2]Cris Koutsougeras, Christos A. Papachristou
:
Training of a neural network for pattern classification based on an entropy measure. ICNN 1988: 247-254 - 1986
- [c1]Cris Koutsougeras, Christos A. Papachristou, Ranga Vemuri:
Data flow graph partitioning to reduce communication cost. MICRO 1986: 82-91
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