| Trans-gram, Fast Cross-lingual Word-embeddings | Jan 11, 2016 | Cross-Lingual Word EmbeddingsGeneral Classification | —Unverified | 0 |
| On Clustering Time Series Using Euclidean Distance and Pearson Correlation | Jan 10, 2016 | ClusteringGeneral Classification | —Unverified | 0 |
| Temporal Action Localization in Untrimmed Videos via Multi-stage CNNs | Jan 9, 2016 | Action ClassificationAction Localization | CodeCode Available | 0 |
| Numerical Coding of Nominal Data | Jan 8, 2016 | AttributeClassification | CodeCode Available | 0 |
| Dense Bag-of-Temporal-SIFT-Words for Time Series Classification | Jan 8, 2016 | ClassificationGeneral Classification | —Unverified | 0 |
| LLSF - Learning Label Specific Features for Multi-Label Classifcation | Jan 7, 2016 | Binary ClassificationClassification | CodeCode Available | 0 |
| Ensemble Methods of Classification for Power Systems Security Assessment | Jan 7, 2016 | ClassificationDecision Making | —Unverified | 0 |
| A simple technique for improving multi-class classification with neural networks | Jan 6, 2016 | ClassificationGeneral Classification | —Unverified | 0 |
| A pragmatic approach to multi-class classification | Jan 6, 2016 | ClassificationGeneral Classification | —Unverified | 0 |
| Image-based Vehicle Analysis using Deep Neural Network: A Systematic Study | Jan 6, 2016 | ClassificationGeneral Classification | —Unverified | 0 |
| Complex Decomposition of the Negative Distance kernel | Jan 5, 2016 | Document ClassificationGeneral Classification | —Unverified | 0 |
| Crater Detection via Convolutional Neural Networks | Jan 5, 2016 | General Classification | CodeCode Available | 0 |
| The minimal hitting set generation problem: algorithms and computation | Jan 5, 2016 | General Classification | CodeCode Available | 0 |
| Multimodal Classification of Events in Social Media | Jan 4, 2016 | ClassificationGeneral Classification | —Unverified | 0 |
| A fractal dimension based optimal wavelet packet analysis technique for classification of meningioma brain tumours | Jan 2, 2016 | ClassificationGeneral Classification | —Unverified | 0 |
| Improving Question Classification by Feature Extraction and Selection | Jan 1, 2016 | Classificationfeature selection | —Unverified | 0 |
| ExploreKit: Automatic Feature Generation and Selection | Jan 1, 2016 | Automated Feature EngineeringBIG-bench Machine Learning | CodeCode Available | 0 |
| Generating Training Data for Semantic Role Labeling based on Label Transfer from Linked Lexical Resources | Jan 1, 2016 | General ClassificationMachine Translation | —Unverified | 0 |
| A Bayesian Model of Diachronic Meaning Change | Jan 1, 2016 | Change DetectionGeneral Classification | —Unverified | 0 |
| Efficient Structured Inference for Transition-Based Parsing with Neural Networks and Error States | Jan 1, 2016 | Dependency ParsingFeature Engineering | CodeCode Available | 0 |
| Understanding Satirical Articles Using Common-Sense | Jan 1, 2016 | ArticlesClassification | —Unverified | 0 |
| Computational Pathology: Challenges and Promises for Tissue Analysis | Dec 31, 2015 | DiagnosticGeneral Classification | —Unverified | 0 |
| Learning Local Image Descriptors with Deep Siamese and Triplet Convolutional Networks by Minimising Global Loss Functions | Dec 31, 2015 | General ClassificationTriplet | CodeCode Available | 0 |
| Online Keyword Spotting with a Character-Level Recurrent Neural Network | Dec 30, 2015 | General ClassificationKeyword Spotting | —Unverified | 0 |
| Combined statistical and model based texture features for improved image classification | Dec 29, 2015 | General Classificationimage-classification | —Unverified | 0 |
| Learning Document Embeddings by Predicting N-grams for Sentiment Classification of Long Movie Reviews | Dec 27, 2015 | General ClassificationSentiment Analysis | CodeCode Available | 0 |
| Robust Semi-supervised Least Squares Classification by Implicit Constraints | Dec 27, 2015 | ClassificationGeneral Classification | —Unverified | 0 |
| Part-Stacked CNN for Fine-Grained Visual Categorization | Dec 26, 2015 | ClassificationFine-Grained Image Classification | —Unverified | 0 |
| The Utility of Abstaining in Binary Classification | Dec 26, 2015 | Active LearningBinary Classification | —Unverified | 0 |
| Statistical Learning under Nonstationary Mixing Processes | Dec 26, 2015 | General Classification | —Unverified | 0 |
| Texture measures combination for improved meningioma classification of histopathological images | Dec 25, 2015 | ClassificationGeneral Classification | —Unverified | 0 |
| Inducing Generalized Multi-Label Rules with Learning Classifier Systems | Dec 25, 2015 | ClassificationGeneral Classification | CodeCode Available | 0 |
| A Multiresolution Clinical Decision Support System Based on Fractal Model Design for Classification of Histological Brain Tumours | Dec 25, 2015 | ClassificationDiagnostic | —Unverified | 0 |
| Musical instrument sound classification with deep convolutional neural network using feature fusion approach | Dec 23, 2015 | General ClassificationSound Classification | —Unverified | 0 |
| The ERA of FOLE: Foundation | Dec 23, 2015 | AttributeForm | —Unverified | 0 |
| Convolutional Architecture Exploration for Action Recognition and Image Classification | Dec 23, 2015 | Action RecognitionClassification | —Unverified | 0 |
| Cost-based Feature Transfer for Vehicle Occupant Classification | Dec 22, 2015 | ClassificationGeneral Classification | —Unverified | 0 |
| Multi-Instance Visual-Semantic Embedding | Dec 22, 2015 | General Classificationimage-classification | —Unverified | 0 |
| Feature Selection for Classification under Anonymity Constraint | Dec 22, 2015 | ClassificationDiversity | —Unverified | 0 |
| Beyond Classification: Latent User Interests Profiling from Visual Contents Analysis | Dec 21, 2015 | ClassificationGeneral Classification | —Unverified | 0 |
| Multivariate Time Series Classification Using Dynamic Time Warping Template Selection for Human Activity Recognition | Dec 21, 2015 | Activity RecognitionDynamic Time Warping | —Unverified | 0 |
| Deep Learning for Surface Material Classification Using Haptic And Visual Information | Dec 21, 2015 | ClassificationDeep Learning | —Unverified | 0 |
| Quantized Convolutional Neural Networks for Mobile Devices | Dec 21, 2015 | General Classification | CodeCode Available | 0 |
| Kernel principal component analysis network for image classification | Dec 20, 2015 | ClassificationFace Recognition | —Unverified | 0 |
| Using machine learning for medium frequency derivative portfolio trading | Dec 19, 2015 | BIG-bench Machine LearningGeneral Classification | —Unverified | 0 |
| Relay Backpropagation for Effective Learning of Deep Convolutional Neural Networks | Dec 18, 2015 | General ClassificationLong-tail Learning | CodeCode Available | 0 |
| Multiclass Classification of Cervical Cancer Tissues by Hidden Markov Model | Dec 18, 2015 | ClassificationGeneral Classification | —Unverified | 0 |
| Classification of weak multi-view signals by sharing factors in a mixture of Bayesian group factor analyzers | Dec 17, 2015 | ClassificationEEG | —Unverified | 0 |
| A Novel Minimum Divergence Approach to Robust Speaker Identification | Dec 16, 2015 | General ClassificationSpeaker Identification | —Unverified | 0 |
| Blockout: Dynamic Model Selection for Hierarchical Deep Networks | Dec 16, 2015 | ClusteringGeneral Classification | —Unverified | 0 |