| Sensor-Type Classification in Buildings | Sep 1, 2015 | ClassificationEnsemble Learning | —Unverified | 0 |
| X-TREPAN: a multi class regression and adapted extraction of comprehensible decision tree in artificial neural networks | Aug 30, 2015 | General Classificationregression | —Unverified | 0 |
| Encrypted statistical machine learning: new privacy preserving methods | Aug 27, 2015 | BIG-bench Machine LearningGeneral Classification | —Unverified | 0 |
| Component-Enhanced Chinese Character Embeddings | Aug 26, 2015 | General Classificationtext-classification | —Unverified | 0 |
| Gaussian Mixture Models with Component Means Constrained in Pre-selected Subspaces | Aug 26, 2015 | ClusteringDimensionality Reduction | —Unverified | 0 |
| Towards universal neural nets: Gibbs machines and ACE | Aug 26, 2015 | Density EstimationGeneral Classification | CodeCode Available | 0 |
| Multiple kernel multivariate performance learning using cutting plane algorithm | Aug 25, 2015 | General Classification | —Unverified | 0 |
| Exemplar Based Deep Discriminative and Shareable Feature Learning for Scene Image Classification | Aug 21, 2015 | General Classificationimage-classification | —Unverified | 0 |
| Histogram of gradients of Time-Frequency Representations for Audio scene detection | Aug 20, 2015 | General ClassificationScene Classification | —Unverified | 0 |
| The ABACOC Algorithm: a Novel Approach for Nonparametric Classification of Data Streams | Aug 20, 2015 | General Classification | —Unverified | 0 |
| Semi-supervised Learning with Regularized Laplacian | Aug 20, 2015 | General Classification | —Unverified | 0 |
| Mining Brain Networks using Multiple Side Views for Neurological Disorder Identification | Aug 19, 2015 | Diagnosticfeature selection | —Unverified | 0 |
| Fault Diagnosis of Helical Gear Box using Large Margin K-Nearest Neighbors Classifier using Sound Signals | Aug 19, 2015 | DescriptiveFault Diagnosis | —Unverified | 0 |
| Supervised learning of sparse context reconstruction coefficients for data representation and classification | Aug 18, 2015 | ClassificationGeneral Classification | —Unverified | 0 |
| Low Rank Representation on Riemannian Manifold of Square Root Densities | Aug 18, 2015 | ClusteringGeneral Classification | —Unverified | 0 |
| ranger: A Fast Implementation of Random Forests for High Dimensional Data in C++ and R | Aug 18, 2015 | General Classificationregression | CodeCode Available | 1 |
| Molding CNNs for text: non-linear, non-consecutive convolutions | Aug 17, 2015 | General ClassificationSentiment Analysis | CodeCode Available | 0 |
| Owl and Lizard: Patterns of Head Pose and Eye Pose in Driver Gaze Classification | Aug 17, 2015 | ClassificationGeneral Classification | —Unverified | 0 |
| Causal Decision Trees | Aug 16, 2015 | Causal DiscoveryCausal Inference | —Unverified | 0 |
| Fisher Vectors Meet Neural Networks: A Hybrid Classification Architecture | Aug 15, 2015 | ClassificationGeneral Classification | —Unverified | 0 |
| Beat-Event Detection in Action Movie Franchises | Aug 15, 2015 | ClassificationEvent Detection | —Unverified | 0 |
| Classifying Relations via Long Short Term Memory Networks along Shortest Dependency Path | Aug 15, 2015 | ClassificationGeneral Classification | —Unverified | 0 |
| End-to-end Learning of LDA by Mirror-Descent Back Propagation over a Deep Architecture | Aug 14, 2015 | General Classificationparameter estimation | CodeCode Available | 1 |
| Cost Sensitive Learning of Deep Feature Representations from Imbalanced Data | Aug 14, 2015 | General Classificationimage-classification | —Unverified | 0 |
| Neyman-Pearson Classification under High-Dimensional Settings | Aug 13, 2015 | Binary ClassificationClassification | —Unverified | 0 |
| Normalized Hierarchical SVM | Aug 11, 2015 | General Classification | —Unverified | 0 |
| Model-based SIR for dimension reduction | Aug 10, 2015 | Dimensionality ReductionGeneral Classification | —Unverified | 0 |
| Deep Boosting: Joint Feature Selection and Analysis Dictionary Learning in Hierarchy | Aug 8, 2015 | ClassificationDictionary Learning | —Unverified | 0 |
| Mismatch in the Classification of Linear Subspaces: Sufficient Conditions for Reliable Classification | Aug 7, 2015 | ClassificationGeneral Classification | —Unverified | 0 |
| Automatic classification of bengali sentences based on sense definitions present in bengali wordnet | Aug 6, 2015 | ClassificationGeneral Classification | —Unverified | 0 |
| A Mood-based Genre Classification of Television Content | Aug 6, 2015 | ClassificationGeneral Classification | —Unverified | 0 |
| Learning from LDA using Deep Neural Networks | Aug 5, 2015 | Document ClassificationGeneral Classification | —Unverified | 0 |
| Dimension Reduction with Non-degrading Generalization | Aug 5, 2015 | Data VisualizationDimensionality Reduction | —Unverified | 0 |
| INsight: A Neuromorphic Computing System for Evaluation of Large Neural Networks | Aug 5, 2015 | General Classificationimage-classification | —Unverified | 0 |
| Relation Classification via Recurrent Neural Network | Aug 5, 2015 | ClassificationFeature Engineering | CodeCode Available | 0 |
| Empirical Similarity for Absent Data Generation in Imbalanced Classification | Aug 5, 2015 | ClassificationGeneral Classification | —Unverified | 0 |
| Perceptron like Algorithms for Online Learning to Rank | Aug 4, 2015 | General ClassificationInformation Retrieval | —Unverified | 0 |
| Local Color Contrastive Descriptor for Image Classification | Aug 3, 2015 | ClassificationGeneral Classification | —Unverified | 0 |
| A Weakly Supervised Learning Approach based on Spectral Graph-Theoretic Grouping | Aug 3, 2015 | ClassificationGeneral Classification | —Unverified | 0 |
| Identifying Emotion from Natural Walking | Aug 3, 2015 | ClassificationGeneral Classification | —Unverified | 0 |
| On the Importance of Normalisation Layers in Deep Learning with Piecewise Linear Activation Units | Aug 3, 2015 | General ClassificationImage Classification | —Unverified | 0 |
| On Hyperspectral Classification in the Compressed Domain | Aug 2, 2015 | ClassificationDiversity | —Unverified | 0 |
| Class Vectors: Embedding representation of Document Classes | Aug 2, 2015 | General ClassificationNatural Language Understanding | —Unverified | 0 |
| Land Use Classification in Remote Sensing Images by Convolutional Neural Networks | Aug 1, 2015 | General Classification | —Unverified | 0 |
| Turnover Prediction Of Shares using Data Mining techniques : A Case Study | Aug 1, 2015 | feature selectionGeneral Classification | —Unverified | 0 |
| Beyond Gauss: Image-Set Matching on the Riemannian Manifold of PDFs | Jul 31, 2015 | Dimensionality ReductionFace Recognition | —Unverified | 0 |
| Flip-Rotate-Pooling Convolution and Split Dropout on Convolution Neural Networks for Image Classification | Jul 31, 2015 | ClassificationGeneral Classification | —Unverified | 0 |
| Hidden Markov Models for Gene Sequence Classification: Classifying the VSG genes in the Trypanosoma brucei Genome | Jul 31, 2015 | General Classification | —Unverified | 0 |
| Action recognition in still images by latent superpixel classification | Jul 30, 2015 | Action RecognitionAction Recognition In Still Images | —Unverified | 0 |
| When VLAD met Hilbert | Jul 30, 2015 | General Classification | —Unverified | 0 |