jjrodriguez profile

Recent Activity

• 18:02: posted Anytime Induction of Low-cost, Low-error Classifiers: a Sampling-based Approach
• 17:43: posted Random subspace PCA based intrusion detection classifier ensemble

• 15:55: posted Enriched random forests.
• 14:59: posted A new design of multiple classifier system and its application to the classification of time series data

• 11:05: posted Map-Reduce for Machine Learning on Multicore

• 15:10: posted An efficient low cost approach for on-line signature recognition based on length normalization and fractional distances
• 15:09: posted Learning decision trees with taxonomy of propositionalized attributes
• 15:08: posted Variable predictive models-A new multivariate classification approach for pattern recognition applications
• 12:13: posted Fuzzy SLIQ Decision Tree Algorithm
• 12:04: posted Just-in-Time Adaptive Classifiers; Part I: Detecting Nonstationary Changes

• 13:01: posted Using Random Forests for Handwritten Digit Recognition
• 11:59: posted Classification of multivariate time series using locality preserving projections
• 11:57: posted Classification of multivariate time series using two-dimensional singular value decomposition
• 11:45: posted Takagi--Sugeno--Kang Fuzzy Classifiers for a Special Class of Time-Varying Systems

• 12:31: posted Better multiclass classification via a margin-optimized single binary problem
• 12:25: posted Cross-validation and bootstrapping are unreliable in small sample classification
• 12:17: posted Ensemble clustering with voting active clusters

• 15:33: posted An Experimental Comparison of Three Methods for Constructing Ensembles of Decision Trees: Bagging, Boosting, and Randomization
• 10:12: posted Random Multiclass Classification: Generalizing Random Forests to Random MNL and Random NB
• 10:06: posted Random Forests for multiclass classification: Random MultiNomial Logit

• 11:41: posted The combination of multiple classifiers using an evidential reasoning approach