| Universally consistent vertex classification for latent positions graphs | Dec 5, 2012 | ClassificationGeneral Classification | —Unverified | 0 |
| Cost-Sensitive Support Vector Machines | Dec 5, 2012 | General Classification | CodeCode Available | 0 |
| An Empirical Evaluation of Portfolios Approaches for solving CSPs | Dec 4, 2012 | General Classification | —Unverified | 0 |
| Experiments with Clustering-based Features for Sentence Classification in Medical Publications: Macquarie Test's participation in the ALTA 2012 shared task. | Dec 1, 2012 | ClusteringGeneral Classification | —Unverified | 0 |
| Classification of Study Region in Environmental Science Abstracts | Dec 1, 2012 | ClassificationGeneral Classification | —Unverified | 0 |
| Feature Stacking for Sentence Classification in Evidence-Based Medicine | Dec 1, 2012 | ClassificationGeneral Classification | —Unverified | 0 |
| Domain Based Classification of Punjabi Text Documents | Dec 1, 2012 | ClassificationGeneral Classification | —Unverified | 0 |
| HYENA: Hierarchical Type Classification for Entity Names | Dec 1, 2012 | ClassificationGeneral Classification | —Unverified | 0 |
| Extension of TSVM to Multi-Class and Hierarchical Text Classification Problems With General Losses | Dec 1, 2012 | General Classificationtext-classification | —Unverified | 0 |
| Improving Topic Classification for Highly Inflective Languages | Dec 1, 2012 | ClassificationGeneral Classification | —Unverified | 0 |
| Classification of Inconsistent Sentiment Words using Syntactic Constructions | Dec 1, 2012 | ClassificationGeneral Classification | —Unverified | 0 |
| Improved Temporal Relation Classification using Dependency Parses and Selective Crowdsourced Annotations | Dec 1, 2012 | Dependency ParsingFeature Engineering | —Unverified | 0 |
| Fine-Grained Classification of Named Entities by Fusing Multi-Features | Dec 1, 2012 | ClassificationGeneral Classification | —Unverified | 0 |
| A Semi-Supervised Bayesian Network Model for Microblog Topic Classification | Dec 1, 2012 | ClassificationGeneral Classification | —Unverified | 0 |
| Approximating Theoretical Linguistics Classification in Real Data: the Case of German ``nach'' Particle Verbs | Dec 1, 2012 | General Classification | —Unverified | 0 |
| Relation Classification using Entity Sequence Kernels | Dec 1, 2012 | ClassificationGeneral Classification | —Unverified | 0 |
| Readability Classification for German using Lexical, Syntactic, and Morphological Features | Dec 1, 2012 | ClassificationGeneral Classification | —Unverified | 0 |
| Towards a Generic and Flexible Citation Classifier Based on a Faceted Classification Scheme | Dec 1, 2012 | General ClassificationInformation Retrieval | —Unverified | 0 |
| Parenthetical Classification for Information Extraction | Dec 1, 2012 | ClassificationGeneral Classification | —Unverified | 0 |
| Question Classification and Answering from Procedural Text in English | Dec 1, 2012 | ClassificationGeneral Classification | —Unverified | 0 |
| Bengali Question Classification: Towards Developing QA System | Dec 1, 2012 | ClassificationGeneral Classification | —Unverified | 0 |
| Iterative Chinese Bi-gram Term Extraction Using Machine-learning Classification Approach | Dec 1, 2012 | BIG-bench Machine LearningGeneral Classification | —Unverified | 0 |
| Categorical Probability Proportion Difference (CPPD): A Feature Selection Method for Sentiment Classification | Dec 1, 2012 | feature selectionGeneral Classification | —Unverified | 0 |
| Classification of Interviews - A Case Study on Cancer Patients | Dec 1, 2012 | ClassificationDocument Classification | —Unverified | 0 |
| Domain Based Classification of Punjabi Text Documents using Ontology and Hybrid Based Approach | Dec 1, 2012 | General ClassificationText Classification | —Unverified | 0 |
| ImageNet Classification with Deep Convolutional Neural Networks | Dec 1, 2012 | General ClassificationGPU | CodeCode Available | 0 |
| Context-Sensitive Decision Forests for Object Detection | Dec 1, 2012 | General ClassificationObject | —Unverified | 0 |
| Diffusion Decision Making for Adaptive k-Nearest Neighbor Classification | Dec 1, 2012 | ClassificationDecision Making | —Unverified | 0 |
| Bayesian models for Large-scale Hierarchical Classification | Dec 1, 2012 | ClassificationGeneral Classification | —Unverified | 0 |
| A Polylog Pivot Steps Simplex Algorithm for Classification | Dec 1, 2012 | ClassificationGeneral Classification | —Unverified | 0 |
| Bayesian Warped Gaussian Processes | Dec 1, 2012 | Gaussian ProcessesGeneral Classification | —Unverified | 0 |
| A systematic approach to extracting semantic information from functional MRI data | Dec 1, 2012 | feature selectionGeneral Classification | —Unverified | 0 |
| Feature-aware Label Space Dimension Reduction for Multi-label Classification | Dec 1, 2012 | ClassificationCompressive Sensing | —Unverified | 0 |
| Bandit Algorithms boost Brain Computer Interfaces for motor-task selection of a brain-controlled button | Dec 1, 2012 | Brain Computer InterfaceGeneral Classification | —Unverified | 0 |
| Accuracy at the Top | Dec 1, 2012 | General Classification | —Unverified | 0 |
| Classification Calibration Dimension for General Multiclass Losses | Dec 1, 2012 | ClassificationGeneral Classification | —Unverified | 0 |
| Fast Bayesian Inference for Non-Conjugate Gaussian Process Regression | Dec 1, 2012 | Bayesian InferenceGaussian Processes | —Unverified | 0 |
| Label Ranking with Partial Abstention based on Thresholded Probabilistic Models | Dec 1, 2012 | General ClassificationLearning-To-Rank | —Unverified | 0 |
| A Linear Time Active Learning Algorithm for Link Classification | Dec 1, 2012 | Active LearningClassification | —Unverified | 0 |
| Hamming Distance Metric Learning | Dec 1, 2012 | General ClassificationMetric Learning | —Unverified | 0 |
| Inverse Reinforcement Learning through Structured Classification | Dec 1, 2012 | ClassificationGeneral Classification | —Unverified | 0 |
| On Multilabel Classification and Ranking with Partial Feedback | Dec 1, 2012 | ClassificationGeneral Classification | —Unverified | 0 |
| Parametric Local Metric Learning for Nearest Neighbor Classification | Dec 1, 2012 | ClassificationGeneral Classification | —Unverified | 0 |
| Volume Regularization for Binary Classification | Dec 1, 2012 | Binary ClassificationClassification | —Unverified | 0 |
| Multiclass Learning Approaches: A Theoretical Comparison with Implications | Dec 1, 2012 | AllBinary Classification | —Unverified | 0 |
| Multiclass Learning with Simplex Coding | Dec 1, 2012 | Binary ClassificationGeneral Classification | —Unverified | 0 |
| Multilabel Classification using Bayesian Compressed Sensing | Dec 1, 2012 | Active LearningClassification | —Unverified | 0 |
| Patient Risk Stratification for Hospital-Associated C. diff as a Time-Series Classification Task | Dec 1, 2012 | ClassificationDiagnostic | —Unverified | 0 |
| Projection Retrieval for Classification | Dec 1, 2012 | ClassificationGeneral Classification | —Unverified | 0 |
| Unsupervised Structure Discovery for Semantic Analysis of Audio | Dec 1, 2012 | Audio ClassificationGeneral Classification | —Unverified | 0 |