Modified embedding for multi-regime detection in nonstationary streaming data. - Evan Kriminger; José Carlos Príncipe; Choudur Lakshminarayan (ICASSP, 2011)

One-class classifier based on extreme value statistics. - David Martínez-Rego; Evan Kriminger; José C. Príncipe; Oscar Fontenla-Romero; Amparo Alonso-Betanzos (ESANN, 2012)

Mixture of designer experts for multi-regime detection in streaming data. - Evan Kriminger; José Carlos Príncipe; Choudur Lakshminarayan (EUSIPCO, 2012)

Nearest Neighbor Distributions for imbalanced classification. - Evan Kriminger; José C. Príncipe; Choudur Lakshminarayan (IJCNN, 2012)

Neural Decoding with Kernel-Based Metric Learning. - Austin J. Brockmeier; John S. Choi; Evan G. Kriminger; Joseph T. Francis; José C. Príncipe (Neural Comput., 2014)

Linear discriminant analysis with an information divergence criterion. - Matthew Emigh; Evan Kriminger; José C. Príncipe (IJCNN, 2015)

A model based approach to exploration of continuous-state MDPs using Divergence-to-Go. - Matthew Emigh; Evan Kriminger; José Carlos Príncipe (MLSP, 2015)

Reinforcement Learning in Video Games Using Nearest Neighbor Interpolation and Metric Learning. - Matthew Emigh; Evan G. Kriminger; Austin J. Brockmeier; José C. Príncipe; Panos M. Pardalos (IEEE Trans. Comput. Intell. AI Games, 2016)