Publications

Locke B, Peter AM. Multiwavelet Density Estimation. Applied Mathematics and Computation. Submitted;219(11).

Moyou M, Peter A. Shape Analysis on the Hypersphere of Wavelet Densities. In: 21st International Conference on Pattern Recognition. 21st International Conference on Pattern Recognition. ; 2012.

Huang Y, Georgiopoulos M, Anagnostopoulos GC. Accelerated learning of Generalized Sammon Mappings. In: Neural Networks (IJCNN), The 2011 International Joint Conference on. Neural Networks (IJCNN), The 2011 International Joint Conference on. San Jose, California: IEEE-INNS-ENNS; 2011.

Sentelle C, Anagnostopoulos GC, Georgiopoulos M. Efficient Revised Simplex Method for SVM Training. Neural Networks, IEEE Transactions on. 2011;22(10):1650-1661.

Peter AM, Rangarajan A. An information geometry approach to shape density minimum description length model selection. In: Computer Vision Workshops (ICCV Workshops), 2011 IEEE International Conference on. Computer Vision Workshops (ICCV Workshops), 2011 IEEE International Conference on. ; 2011.

Li C, Georgiopoulos M, Anagnostopoulos GC. Kernel principal subspace Mahalanobis distances for outlier detection. In: Neural Networks (IJCNN), The 2011 International Joint Conference on. Neural Networks (IJCNN), The 2011 International Joint Conference on. IEEE-INNS-ENNS; 2011.

Iqbal NH, Anagnostopoulos GC. Multinomial Squared Direction Cosines Regression. In: Neural Networks (IJCNN), The 2011 International Joint Conference on. Neural Networks (IJCNN), The 2011 International Joint Conference on. IEEE-INNS-ENNS; 2011.

Kaylani A, Georgiopoulos M, Mollaghasemi M, Anagnostopoulos GC, Sentelle C, Zhong M. An Adaptive Multiobjective Approach to Evolving ART Architectures. Neural Networks, IEEE Transactions on. 2010;21:529 -550.

Otero LD, Otero CE, Peter AM. Decision Framework for Capability Evaluations of Software Engineers Using Imprecise Parameters. In: GEM. GEM. ; 2010. pp. 139-145.

Ma M, Gonet R, Yu RZ, Anagnostopoulos GC. Metric representations of data via the Kernel-based Sammon Mapping. In: Neural Networks (IJCNN), The 2010 International Joint Conference on. Neural Networks (IJCNN), The 2010 International Joint Conference on. ; 2010.

Li R, Mersch TR, Wen OX, Kaylani A, Anagnostopoulos GC. Multi-objective memetic evolution of ART-based classifiers. In: Evolutionary Computation (CEC), 2010 IEEE Congress on. Evolutionary Computation (CEC), 2010 IEEE Congress on. ; 2010.

Kaylani A, Georgiopoulos M, Mollaghasemi M, Anagnostopoulos GC. AG-ART: An adaptive approach to evolving ART architectures. Neurocomputing [Internet]. 2009;72:2079 - 2092. Available from: http://www.sciencedirect.com/science/article/pii/S0925231208005432

Ho J, Peter AM, Rangarajan A, Yang M-H. An algebraic approach to affine registration of point sets. In: ICCV. ICCV. ; 2009. pp. 1335-1340.

Sentelle C, Anagnostopoulos GC, Georgiopoulos M. An efficient active set method for SVM training without singular inner problems. In: Neural Networks, 2009. IJCNN 2009. International Joint Conference on. Neural Networks, 2009. IJCNN 2009. International Joint Conference on. IEEE-INNS-ENNS; 2009.

Peter AM, Rangarajan A. Information Geometry for Landmark Shape Analysis: Unifying Shape Representation and Deformation. IEEE Trans. Pattern Anal. Mach. Intell. 2009;31:337-350.

Alexander TC, Ahmed HS, Anagnostopoulos GC. An Open Source Framework for Real-Time, Incremental, Static and Dynamic Hand Gesture Learning and Recognition. In: Human-Computer Interaction. Novel Interaction Methods and Techniques. Vol. 5611. Human-Computer Interaction. Novel Interaction Methods and Techniques. Springer Berlin / Heidelberg; 2009. pp. 123-130. Available from: http://dx.doi.org/10.1007/978-3-642-02577-8_14

Koufakou A, Secretan J, Fox M, Gramajo G, Anagnostopoulos GC, Georgiopoulos M. Outlier Detection for Large High-Dimensional Categorical Data using Non-Derivable and Non-Almost-Derivable Sets. In: Stahlbock R, Crone SF, Lessmann S Proceedings of The 2009 International Conference on Data Mining, DMIN 2009, July 13-16, 2009, Las Vegas, USA. Proceedings of The 2009 International Conference on Data Mining, DMIN 2009, July 13-16, 2009, Las Vegas, USA. CSREA Press; 2009.

Anagnostopoulos GC. SVM-based target recognition from synthetic aperture radar images using target region outline descriptors. Nonlinear Analysis: Theory, Methods & Applications [Internet]. 2009;71:e2934 - e2939. Available from: http://www.sciencedirect.com/science/article/pii/S0362546X09008918

Koufakou A, Georgiopoulos M, Anagnostopoulos GC. Detecting Outliers in High-Dimensional Datasets with Mixed Attributes. In: Stahlbock R, Crone SF, Lessmann S Proceedings of The 2008 International Conference on Data Mining, DMIN 2008, July 14-17, 2008, Las Vegas, USA, 2 Volumes. Proceedings of The 2008 International Conference on Data Mining, DMIN 2008, July 14-17, 2008, Las Vegas, USA, 2 Volumes. CSREA Press; 2008.

Kaylani A, Georgiopoulos M, Mollaghasemi M, Anagnostopoulos GC. Efficient evolution of ART neural networksfile:///C:/Users/Georgio/Downloads/1332597citation.bib. In: Evolutionary Computation, 2008. CEC 2008. (IEEE World Congress on Computational Intelligence). IEEE Congress on. Evolutionary Computation, 2008. CEC 2008. (IEEE World Congress on Computational Intelligence). IEEE Congress on. ; 2008.

Sentelle C, Anagnostopoulos GC, Georgiopoulos M. A fast revised simplex method for SVM training. In: Pattern Recognition, 2008. ICPR 2008. 19th International Conference on. Pattern Recognition, 2008. ICPR 2008. 19th International Conference on. ; 2008.

Reeder J, Sukthankar G, Georgiopoulos M, Anagnostopoulos GC. Intelligent Trading Agents for Massively Multi-player Game Economies. In: Darken C, Mateas M Proceedings of the Fourth Artificial Intelligence and Interactive Digital Entertainment Conference, AIIDE 2008, October 22-24, 2008, Stanford, California, USA. Proceedings of the Fourth Artificial Intelligence and Interactive Digital Entertainment Conference, AIIDE 2008, October 22-24, 2008, Stanford, California, USA. The AAAI Press; 2008. Available from: http://www.aaai.org/Library/AIIDE/2008/aiide08-017.php

Reeder J, Miguez R, Sparks J, Georgiopoulos M, Anagnostopoulos G. Interactively evolved modular neural networks for game agent control. In: Computational Intelligence and Games, 2008. CIG '08. IEEE Symposium On. Computational Intelligence and Games, 2008. CIG '08. IEEE Symposium On. ; 2008.

Zhong M, Georgiopoulos M, Anagnostopoulos G. A k-norm pruning algorithm for decision tree classifiers based on error rate estimation. Machine Learning. 2008;71:55-88.

Peter AM, Rangarajan A. Maximum Likelihood Wavelet Density Estimation With Applications to Image and Shape Matching. IEEE Transactions on Image Processing. 2008;17:458-468.