| Rational Kernels for Arabic Stemming and Text Classification | Feb 26, 2015 | ClassificationGeneral Classification | —Unverified | 0 |
| Evaluation of Deep Convolutional Nets for Document Image Classification and Retrieval | Feb 25, 2015 | Descriptivedocument-image-classification | —Unverified | 0 |
| Exploiting a comparability mapping to improve bi-lingual data categorization: a three-mode data analysis perspective | Feb 25, 2015 | ClassificationClustering | —Unverified | 0 |
| Nearly optimal classification for semimetrics | Feb 22, 2015 | ClassificationGeneral Classification | —Unverified | 0 |
| Spaced seeds improve k-mer-based metagenomic classification | Feb 22, 2015 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Study on Sparse Representation based Classification for Biometric Verification | Feb 21, 2015 | ClassificationGeneral Classification | —Unverified | 0 |
| Regularization and Kernelization of the Maximin Correlation Approach | Feb 21, 2015 | ClassificationGeneral Classification | —Unverified | 0 |
| Supervised Dictionary Learning and Sparse Representation-A Review | Feb 20, 2015 | DenoisingDictionary Learning | —Unverified | 0 |
| Spike Event Based Learning in Neural Networks | Feb 20, 2015 | General Classification | —Unverified | 0 |
| NeuroSVM: A Graphical User Interface for Identification of Liver Patients | Feb 19, 2015 | ClassificationGeneral Classification | —Unverified | 0 |
| Classification and Bayesian Optimization for Likelihood-Free Inference | Feb 19, 2015 | Bayesian OptimizationClassification | —Unverified | 0 |
| CSAL: Self-adaptive Labeling based Clustering Integrating Supervised Learning on Unlabeled Data | Feb 18, 2015 | ClassificationClustering | —Unverified | 0 |
| Supervised cross-modal factor analysis for multiple modal data classification | Feb 18, 2015 | Document ClassificationGeneral Classification | —Unverified | 0 |
| SA-CNN: Dynamic Scene Classification using Convolutional Neural Networks | Feb 17, 2015 | ClassificationGeneral Classification | —Unverified | 0 |
| Randomized LU decomposition: An Algorithm for Dictionaries Construction | Feb 17, 2015 | Computer SecurityFile Type Identification | —Unverified | 0 |
| HEp-2 Cell Classification via Fusing Texture and Shape Information | Feb 16, 2015 | ClassificationGeneral Classification | —Unverified | 0 |
| Classification and its applications for drug-target interaction identification | Feb 16, 2015 | ClassificationClustering | —Unverified | 0 |
| Invariant backpropagation: how to train a transformation-invariant neural network | Feb 16, 2015 | ClassificationData Augmentation | CodeCode Available | 0 |
| The Responsibility Weighted Mahalanobis Kernel for Semi-Supervised Training of Support Vector Machines for Classification | Feb 13, 2015 | General Classification | —Unverified | 0 |
| Long-short Term Motion Feature for Action Classification and Retrieval | Feb 13, 2015 | Action ClassificationClassification | —Unverified | 0 |
| Web spam classification using supervised artificial neural network algorithms | Feb 12, 2015 | ClassificationGeneral Classification | —Unverified | 0 |
| Supervised LogEuclidean Metric Learning for Symmetric Positive Definite Matrices | Feb 12, 2015 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Boost Phrase-level Polarity Labelling with Review-level Sentiment Classification | Feb 11, 2015 | ClassificationGeneral Classification | —Unverified | 0 |
| Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift | Feb 11, 2015 | General Classificationimage-classification | CodeCode Available | 1 |
| Kernel Task-Driven Dictionary Learning for Hyperspectral Image Classification | Feb 10, 2015 | ClassificationDictionary Learning | —Unverified | 0 |
| Deep Learning with Limited Numerical Precision | Feb 9, 2015 | Deep LearningGeneral Classification | CodeCode Available | 0 |
| Out-of-sample generalizations for supervised manifold learning for classification | Feb 9, 2015 | ClassificationGeneral Classification | —Unverified | 0 |
| Scalable Multilabel Prediction via Randomized Methods | Feb 9, 2015 | General ClassificationPrediction | CodeCode Available | 0 |
| Analysis of classifiers' robustness to adversarial perturbations | Feb 9, 2015 | General Classification | —Unverified | 0 |
| Discriminative training for Convolved Multiple-Output Gaussian processes | Feb 7, 2015 | Activity RecognitionEmotion Recognition | —Unverified | 0 |
| Delving Deep into Rectifiers: Surpassing Human-Level Performance on ImageNet Classification | Feb 6, 2015 | General Classificationimage-classification | CodeCode Available | 0 |
| Multi-Action Recognition via Stochastic Modelling of Optical Flow and Gradients | Feb 6, 2015 | Action RecognitionClassification | —Unverified | 0 |
| Arrhythmia Detection using Mutual Information-Based Integration Method | Feb 5, 2015 | Arrhythmia DetectionGeneral Classification | —Unverified | 0 |
| A PARTAN-Accelerated Frank-Wolfe Algorithm for Large-Scale SVM Classification | Feb 5, 2015 | BIG-bench Machine LearningGeneral Classification | —Unverified | 0 |
| A mixture Cox-Logistic model for feature selection from survival and classification data | Feb 5, 2015 | feature selectionGeneral Classification | —Unverified | 0 |
| Text Understanding from Scratch | Feb 5, 2015 | General ClassificationSentiment Analysis | CodeCode Available | 0 |
| Dense v.s. Sparse: A Comparative Study of Sampling Analysis in Scene Classification of High-Resolution Remote Sensing Imagery | Feb 4, 2015 | ClassificationGeneral Classification | —Unverified | 0 |
| Multimodal Task-Driven Dictionary Learning for Image Classification | Feb 4, 2015 | Action RecognitionClassification | CodeCode Available | 0 |
| Sparse Representation Classification Beyond L1 Minimization and the Subspace Assumption | Feb 4, 2015 | ClassificationClassification Consistency | —Unverified | 0 |
| Task-Driven Dictionary Learning for Hyperspectral Image Classification with Structured Sparsity Constraints | Feb 3, 2015 | Dictionary LearningGeneral Classification | —Unverified | 0 |
| Classification of Hyperspectral Imagery on Embedded Grassmannians | Feb 3, 2015 | ClassificationGeneral Classification | —Unverified | 0 |
| Landmark-Guided Elastic Shape Analysis of Human Character Motions | Feb 3, 2015 | General Classification | —Unverified | 0 |
| Deep Boosting: Layered Feature Mining for General Image Classification | Feb 3, 2015 | ClassificationGeneral Classification | —Unverified | 0 |
| DFDL: Discriminative Feature-oriented Dictionary Learning for Histopathological Image Classification | Feb 3, 2015 | ClassificationDictionary Learning | —Unverified | 0 |
| Iterated Support Vector Machines for Distance Metric Learning | Feb 2, 2015 | ClassificationFace Verification | —Unverified | 0 |
| Dynamic texture and scene classification by transferring deep image features | Feb 1, 2015 | ClassificationGeneral Classification | —Unverified | 0 |
| Feature Selection with Redundancy-complementariness Dispersion | Feb 1, 2015 | feature selectionGeneral Classification | —Unverified | 0 |
| Optimized Projection for Sparse Representation Based Classification | Jan 31, 2015 | ClassificationDimensionality Reduction | —Unverified | 0 |
| Twitter Hash Tag Recommendation | Jan 31, 2015 | General ClassificationTAG | —Unverified | 0 |
| Multi-task Image Classification via Collaborative, Hierarchical Spike-and-Slab Priors | Jan 30, 2015 | ClassificationFace Recognition | —Unverified | 0 |