Optimized Projection for Sparse Representation Based Classification Jan 31, 2015 Classification Dimensionality Reduction
— Unverified Multi-task Image Classification via Collaborative, Hierarchical Spike-and-Slab Priors Jan 30, 2015 Classification Face Recognition
— Unverified High-Dimensional Longitudinal Classification with the Multinomial Fused Lasso Jan 29, 2015 Classification General Classification
— Unverified Efficient Divide-And-Conquer Classification Based on Feature-Space Decomposition Jan 29, 2015 Classification General Classification
— Unverified Classification of Message Spreading in a Heterogeneous Social Network Jan 22, 2015 Classification General Classification
— Unverified Extreme Entropy Machines: Robust information theoretic classification Jan 21, 2015 Classification General Classification
— Unverified Scalable Multi-Output Label Prediction: From Classifier Chains to Classifier Trellises Jan 20, 2015 Classification General Classification
— Unverified Image classification by visual bag-of-words refinement and reduction Jan 18, 2015 Classification Clustering
— Unverified Classification with Low Rank and Missing Data Jan 14, 2015 Classification General Classification
— Unverified oAdaBoost: An AdaBoost Variant for Ordinal Classification Jan 12, 2015 Classification General Classification
Code Code Available ITCM: A Real Time Internet Traffic Classifier Monitor Jan 6, 2015 Classification Ensemble Learning
— Unverified Fast forward feature selection for the nonlinear classification of hyperspectral images Jan 5, 2015 Classification feature selection
Code Code Available Innovated interaction screening for high-dimensional nonlinear classification Jan 5, 2015 Classification General Classification
— Unverified Sparse Deep Stacking Network for Image Classification Jan 5, 2015 Classification General Classification
— Unverified Recurrent Convolutional Neural Networks for Text Classification Jan 1, 2015 Classification Emotion Recognition in Conversation
Code Code Available Consistent Classification Algorithms for Multi-class Non-Decomposable Performance Metrics Jan 1, 2015 Classification General Classification
— Unverified Spectral classification using convolutional neural networks Dec 29, 2014 Classification General Classification
— Unverified Improving Persian Document Classification Using Semantic Relations between Words Dec 28, 2014 Classification Document Classification
— Unverified Persian Sentiment Analyzer: A Framework based on a Novel Feature Selection Method Dec 27, 2014 Classification feature selection
— Unverified Exploring Sparsity in Multi-class Linear Discriminant Analysis Dec 26, 2014 Binary Classification Classification
— Unverified A Novel Feature Selection and Extraction Technique for Classification Dec 26, 2014 Classification feature selection
— Unverified Half-CNN: A General Framework for Whole-Image Regression Dec 22, 2014 Classification Face Detection
— Unverified Automatic Discovery and Optimization of Parts for Image Classification Dec 20, 2014 Classification Diversity
— Unverified Visualizing and Comparing Convolutional Neural Networks Dec 20, 2014 Classification General Classification
— Unverified N-gram-Based Low-Dimensional Representation for Document Classification Dec 19, 2014 Classification Clustering
— Unverified Empirically Estimable Classification Bounds Based on a New Divergence Measure Dec 19, 2014 Binary Classification Classification
— Unverified Compressing Deep Convolutional Networks using Vector Quantization Dec 18, 2014 Classification Clustering
— Unverified Multiobjective Optimization of Classifiers by Means of 3-D Convex Hull Based Evolutionary Algorithm Dec 18, 2014 Binary Classification Classification
— Unverified Deep Learning for Multi-label Classification Dec 17, 2014 Classification Deep Learning
— Unverified Feature extraction from complex networks: A case of study in genomic sequences classification Dec 17, 2014 Classification General Classification
— Unverified Highly Efficient Forward and Backward Propagation of Convolutional Neural Networks for Pixelwise Classification Dec 15, 2014 Classification General Classification
— Unverified Road Detection by One-Class Color Classification: Dataset and Experiments Dec 11, 2014 Autonomous Driving Classification
— Unverified Object-centric Sampling for Fine-grained Image Classification Dec 10, 2014 Classification Fine-Grained Image Classification
— Unverified Actions and Attributes from Wholes and Parts Dec 8, 2014 Attribute Classification
— Unverified Imagined speech classification using EEG Dec 1, 2014 Classification EEG
Code Code Available Feature Cross-Substitution in Adversarial Classification Dec 1, 2014 Classification feature selection
— Unverified Discriminative Metric Learning by Neighborhood Gerrymandering Dec 1, 2014 Classification General Classification
— Unverified Bundeli Folk-Song Genre Classification with kNN and SVM Dec 1, 2014 Classification General Classification
— Unverified Latent Support Measure Machines for Bag-of-Words Data Classification Dec 1, 2014 Classification General Classification
— Unverified General Stochastic Networks for Classification Dec 1, 2014 Classification General Classification
— Unverified Consistent Binary Classification with Generalized Performance Metrics Dec 1, 2014 Binary Classification Classification
— Unverified Optimizing F-Measures by Cost-Sensitive Classification Dec 1, 2014 Classification General Classification
— Unverified Projective dictionary pair learning for pattern classification Dec 1, 2014 Classification Dictionary Learning
— Unverified Robust Logistic Regression and Classification Dec 1, 2014 Binary Classification Classification
— Unverified Ranking via Robust Binary Classification Dec 1, 2014 Binary Classification Classification
— Unverified Robust Classification Under Sample Selection Bias Dec 1, 2014 Binary Classification Classification
— Unverified Classification with Noisy Labels by Importance Reweighting Nov 27, 2014 Classification General Classification
— Unverified Image Classification and Retrieval from User-Supplied Tags Nov 25, 2014 Classification General Classification
— Unverified LABR: A Large Scale Arabic Sentiment Analysis Benchmark Nov 25, 2014 Arabic Sentiment Analysis Classification
Code Code Available The Application of Two-level Attention Models in Deep Convolutional Neural Network for Fine-grained Image Classification Nov 24, 2014 Classification Fine-Grained Image Classification
— Unverified 