| WASSUP? LOL : Characterizing Out-of-Vocabulary Words in Twitter | Jan 31, 2016 | General Classification | —Unverified | 0 |
| DOLDA - a regularized supervised topic model for high-dimensional multi-class regression | Jan 31, 2016 | General ClassificationMulti-class Classification | CodeCode Available | 0 |
| Learning a low-rank shared dictionary for object classification | Jan 31, 2016 | ClassificationDictionary Learning | CodeCode Available | 0 |
| Multiple instance learning for sequence data with across bag dependencies | Jan 30, 2016 | ClassificationGeneral Classification | —Unverified | 0 |
| Automating biomedical data science through tree-based pipeline optimization | Jan 28, 2016 | BIG-bench Machine LearningGeneral Classification | CodeCode Available | 0 |
| Large-scale Kernel-based Feature Extraction via Budgeted Nonlinear Subspace Tracking | Jan 28, 2016 | General Classificationregression | —Unverified | 0 |
| Revealing Fundamental Physics from the Daya Bay Neutrino Experiment using Deep Neural Networks | Jan 28, 2016 | ClusteringGeneral Classification | —Unverified | 0 |
| Osteoporotic and Neoplastic Compression Fracture Classification on Longitudinal CT | Jan 27, 2016 | ClassificationGeneral Classification | —Unverified | 0 |
| Locally-Supervised Deep Hybrid Model for Scene Recognition | Jan 27, 2016 | General Classificationimage-classification | —Unverified | 0 |
| Neighborhood Preserved Sparse Representation for Robust Classification on Symmetric Positive Definite Matrices | Jan 27, 2016 | ClassificationGeneral Classification | —Unverified | 0 |
| Recurrent Neural Network Postfilters for Statistical Parametric Speech Synthesis | Jan 26, 2016 | General Classificationregression | —Unverified | 0 |
| Polyhedron Volume-Ratio-based Classification for Image Recognition | Jan 26, 2016 | ClassificationGeneral Classification | —Unverified | 0 |
| COCO-Text: Dataset and Benchmark for Text Detection and Recognition in Natural Images | Jan 26, 2016 | DiversityGeneral Classification | CodeCode Available | 0 |
| Classification and Verification of Online Handwritten Signatures with Time Causal Information Theory Quantifiers | Jan 26, 2016 | General Classification | —Unverified | 0 |
| A Novel Memetic Feature Selection Algorithm | Jan 26, 2016 | feature selectionGeneral Classification | —Unverified | 0 |
| Identification and classification of TCM syndrome types among patients with vascular mild cognitive impairment using latent tree analysis | Jan 26, 2016 | ClassificationGeneral Classification | —Unverified | 0 |
| Automatic recognition of element classes and boundaries in the birdsong with variable sequences | Jan 23, 2016 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| GeoTextTagger: High-Precision Location Tagging of Textual Documents using a Natural Language Processing Approach | Jan 22, 2016 | ArticlesGeneral Classification | CodeCode Available | 0 |
| Semantic Place Descriptors for Classification and Map Discovery | Jan 22, 2016 | ClassificationDensity Estimation | —Unverified | 0 |
| Topological descriptors for 3D surface analysis | Jan 22, 2016 | ClassificationGeneral Classification | —Unverified | 0 |
| Domain based classification | Jan 18, 2016 | ClassificationGeneral Classification | —Unverified | 0 |
| Conversion of Artificial Recurrent Neural Networks to Spiking Neural Networks for Low-power Neuromorphic Hardware | Jan 16, 2016 | General ClassificationRepresentation Learning | —Unverified | 0 |
| Compositional Model based Fisher Vector Coding for Image Classification | Jan 16, 2016 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Improved Relation Classification by Deep Recurrent Neural Networks with Data Augmentation | Jan 14, 2016 | ClassificationData Augmentation | —Unverified | 0 |
| Generation of a Supervised Classification Algorithm for Time-Series Variable Stars with an Application to the LINEAR Dataset | Jan 14, 2016 | AstronomyGeneral Classification | —Unverified | 0 |
| Document image classification, with a specific view on applications of patent images | Jan 13, 2016 | document-image-classificationDocument Image Classification | —Unverified | 0 |
| Predicting the Effectiveness of Self-Training: Application to Sentiment Classification | Jan 13, 2016 | ClassificationGeneral Classification | —Unverified | 0 |
| Localized Dictionary design for Geometrically Robust Sonar ATR | Jan 13, 2016 | Dictionary LearningGeneral Classification | —Unverified | 0 |
| Using Filter Banks in Convolutional Neural Networks for Texture Classification | Jan 12, 2016 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Learning Subclass Representations for Visually-varied Image Classification | Jan 12, 2016 | ClassificationGeneral Classification | —Unverified | 0 |
| 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 |
| Ensemble Methods of Classification for Power Systems Security Assessment | Jan 7, 2016 | ClassificationDecision Making | —Unverified | 0 |
| LLSF - Learning Label Specific Features for Multi-Label Classifcation | Jan 7, 2016 | Binary ClassificationClassification | CodeCode Available | 0 |
| Image-based Vehicle Analysis using Deep Neural Network: A Systematic Study | Jan 6, 2016 | ClassificationGeneral Classification | —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 |
| 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 |
| ExploreKit: Automatic Feature Generation and Selection | Jan 1, 2016 | Automated Feature EngineeringBIG-bench Machine Learning | CodeCode Available | 0 |
| Efficient Structured Inference for Transition-Based Parsing with Neural Networks and Error States | Jan 1, 2016 | Dependency ParsingFeature Engineering | CodeCode Available | 0 |
| A Bayesian Model of Diachronic Meaning Change | Jan 1, 2016 | Change DetectionGeneral Classification | —Unverified | 0 |
| Improving Question Classification by Feature Extraction and Selection | Jan 1, 2016 | Classificationfeature selection | —Unverified | 0 |
| Generating Training Data for Semantic Role Labeling based on Label Transfer from Linked Lexical Resources | Jan 1, 2016 | General ClassificationMachine Translation | —Unverified | 0 |