A better Beta for the H measure of classification performance Feb 12, 2012 Classification General Classification
— Unverified Efficient statistical classification of satellite measurements Feb 10, 2012 Classification General Classification
Code Code Available Complexity Classification in Infinite-Domain Constraint Satisfaction Jan 4, 2012 Classification General Classification
— Unverified Bayesian Active Learning for Classification and Preference Learning Dec 24, 2011 Active Learning Classification
Code Code Available A Scalable Multiclass Algorithm for Node Classification Dec 19, 2011 Classification Node Classification
Code Code Available Active Classification based on Value of Classifier Dec 1, 2011 Classification General Classification
— Unverified Fast and Balanced: Efficient Label Tree Learning for Large Scale Object Recognition Dec 1, 2011 Classification General Classification
— Unverified Infinite Latent SVM for Classification and Multi-task Learning Dec 1, 2011 Bayesian Inference Classification
— Unverified Learning Anchor Planes for Classification Dec 1, 2011 Classification General Classification
— Unverified Agnostic Selective Classification Dec 1, 2011 Classification General Classification
— Unverified An Exact Algorithm for F-Measure Maximization Dec 1, 2011 Binary Classification Classification
— Unverified Target Neighbor Consistent Feature Weighting for Nearest Neighbor Classification Dec 1, 2011 Classification feature selection
— Unverified Sparse Filtering Dec 1, 2011 Audio Classification Classification
— Unverified Sparse Bayesian Multi-Task Learning Dec 1, 2011 Classification General Classification
— Unverified Robust Multi-Class Gaussian Process Classification Dec 1, 2011 Classification General Classification
— Unverified Face Recognition Based on SVM and 2DPCA Oct 25, 2011 Classification Face Recognition
— Unverified Malware Images:Visualization and Automatic Classification Jul 20, 2011 Classification
— Unverified On Prediction Using Variable Order Markov Models Jun 30, 2011 Classification Prediction
Code Code Available Collective Classification of Textual Documents by Guided Self-Organization in T-Cell Cross-Regulation Dynamics Feb 4, 2011 Articles Binary Classification
— Unverified High-Performance Neural Networks for Visual Object Classification Feb 1, 2011 Classification GPU
— Unverified Gated Softmax Classification Dec 1, 2010 Classification General Classification
— Unverified Active Learning Applied to Patient-Adaptive Heartbeat Classification Dec 1, 2010 Active Learning Classification
— Unverified A Reduction from Apprenticeship Learning to Classification Dec 1, 2010 Classification General Classification
— Unverified Generative Local Metric Learning for Nearest Neighbor Classification Dec 1, 2010 Classification Dimensionality Reduction
— Unverified Feature Set Embedding for Incomplete Data Dec 1, 2010 Classification General Classification
— Unverified Universal Consistency of Multi-Class Support Vector Classification Dec 1, 2010 Classification General Classification
— Unverified Relaxed Clipping: A Global Training Method for Robust Regression and Classification Dec 1, 2010 Classification General Classification
— Unverified Towards Property-Based Classification of Clustering Paradigms Dec 1, 2010 Classification Clustering
— Unverified Towards Holistic Scene Understanding: Feedback Enabled Cascaded Classification Models Dec 1, 2010 Classification Depth Estimation
— Unverified Tight Sample Complexity of Large-Margin Learning Dec 1, 2010 Classification General Classification
— Unverified Online Classification with Specificity Constraints Dec 1, 2010 Binary Classification Classification
— Unverified New Adaptive Algorithms for Online Classification Dec 1, 2010 Classification General Classification
— Unverified Unsupervised Kernel Dimension Reduction Dec 1, 2010 Classification Clustering
— Unverified Reverse Multi-Label Learning Dec 1, 2010 Classification Document Classification
— Unverified Classification with Scattering Operators Nov 12, 2010 Classification General Classification
— Unverified Task-Driven Dictionary Learning Sep 27, 2010 Classification compressed sensing
— Unverified OKM: une extension des k-moyennes pour la recherche de classes recouvrantes. Mar 22, 2010 Classification
Code Code Available A Survey of Naïve Bayes Machine Learning approach in Text Document Classification Mar 9, 2010 BIG-bench Machine Learning Classification
— Unverified How to Explain Individual Classification Decisions Dec 6, 2009 BIG-bench Machine Learning Classification
— Unverified Dirichlet-Bernoulli Alignment: A Generative Model for Multi-Class Multi-Label Multi-Instance Corpora Dec 1, 2009 Classification Entity Disambiguation
— Unverified Entropic Graph Regularization in Non-Parametric Semi-Supervised Classification Dec 1, 2009 Classification General Classification
— Unverified Hierarchical Mixture of Classification Experts Uncovers Interactions between Brain Regions Dec 1, 2009 Classification General Classification
— Unverified Distribution-Calibrated Hierarchical Classification Dec 1, 2009 Classification General Classification
— Unverified Optimizing Multi-Class Spatio-Spectral Filters via Bayes Error Estimation for EEG Classification Dec 1, 2009 Classification EEG
— Unverified A Novel Discourse Parser Based on Support Vector Machine Classification Aug 2, 2009 Classification Discourse Parsing
— Unverified Parallel AdaBoost Algorithm for Gabor Wavelet Selection in Face Recognition Jul 18, 2009 Classification Face Recognition
— Unverified The Offset Tree for Learning with Partial Labels Dec 21, 2008 Binary Classification Classification
— Unverified Feature Selection By KDDA For SVM-Based MultiView Face Recognition Dec 13, 2008 Classification Face Recognition
— Unverified Automated Flower Classification over a Large Number of Classes Dec 1, 2008 Classification General Classification
— Unverified DiscLDA: Discriminative Learning for Dimensionality Reduction and Classification Dec 1, 2008 Classification Dimensionality Reduction
— Unverified 