| Targeting Optimal Active Learning via Example Quality | Jul 30, 2014 | Active LearningGeneral Classification | —Unverified | 0 |
| Text Classification Using Association Rules, Dependency Pruning and Hyperonymization | Jul 28, 2014 | ClassificationGeneral Classification | —Unverified | 0 |
| Dynamic Feature Scaling for Online Learning of Binary Classifiers | Jul 28, 2014 | Binary ClassificationGeneral Classification | —Unverified | 0 |
| Entropic one-class classifiers | Jul 28, 2014 | Anomaly DetectionBenchmarking | —Unverified | 0 |
| Discovering Discriminative Cell Attributes for HEp-2 Specimen Image Classification | Jul 28, 2014 | AttributeDiagnostic | —Unverified | 0 |
| Interpretable Low-Rank Document Representations with Label-Dependent Sparsity Patterns | Jul 25, 2014 | Document ClassificationGeneral Classification | —Unverified | 0 |
| Modeling and Recognition of Smart Grid Faults by a Combined Approach of Dissimilarity Learning and One-Class Classification | Jul 25, 2014 | General ClassificationOne-Class Classification | —Unverified | 0 |
| Performance evaluation of wavelet scattering network in image texture classification in various color spaces | Jul 24, 2014 | ClassificationGeneral Classification | —Unverified | 0 |
| Quadratically constrained quadratic programming for classification using particle swarms and applications | Jul 23, 2014 | Binary ClassificationClassification | —Unverified | 0 |
| Joint Energy-based Detection and Classificationon of Multilingual Text Lines | Jul 23, 2014 | ClusteringGeneral Classification | —Unverified | 0 |
| Classification of Passes in Football Matches using Spatiotemporal Data | Jul 18, 2014 | ClassificationGame of Football | —Unverified | 0 |
| Likelihood-free inference via classification | Jul 18, 2014 | Bayesian InferenceClassification | —Unverified | 0 |
| LSDA: Large Scale Detection Through Adaptation | Jul 18, 2014 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Sparse Quadratic Discriminant Analysis and Community Bayes | Jul 17, 2014 | General Classification | —Unverified | 0 |
| An landcover fuzzy logic classification by maximumlikelihood | Jul 17, 2014 | ClassificationGeneral Classification | —Unverified | 0 |
| One-Step or Two-Step Optimization and the Overfitting Phenomenon: A Case Study on Time Series Classification | Jul 16, 2014 | General ClassificationTime Series | —Unverified | 0 |
| Subspace Restricted Boltzmann Machine | Jul 16, 2014 | General Classification | —Unverified | 0 |
| Machine Learning Classification of SDSS Transient Survey Images | Jul 15, 2014 | BIG-bench Machine LearningClassification | —Unverified | 0 |
| Near-optimal Keypoint Sampling for Fast Pathological Lung Segmentation | Jul 11, 2014 | Computed Tomography (CT)General Classification | —Unverified | 0 |
| Deep Networks with Internal Selective Attention through Feedback Connections | Jul 11, 2014 | Deep AttentionGeneral Classification | —Unverified | 0 |
| Beyond Disagreement-based Agnostic Active Learning | Jul 10, 2014 | Active LearningGeneral Classification | —Unverified | 0 |
| Learning Discriminative Stein Kernel for SPD Matrices and Its Applications | Jul 8, 2014 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Improving Performance of Self-Organising Maps with Distance Metric Learning Method | Jul 4, 2014 | General ClassificationMetric Learning | —Unverified | 0 |
| Geometric Tight Frame based Stylometry for Art Authentication of van Gogh Paintings | Jul 2, 2014 | ClassificationGeneral Classification | —Unverified | 0 |
| Classification-based Approximate Policy Iteration: Experiments and Extended Discussions | Jul 2, 2014 | ClassificationGeneral Classification | —Unverified | 0 |
| Evaluation of a possibilistic classification approach for Arabic texts disambiguation (Evaluation d'une approche de classification possibiliste pour la d\'esambigu\" des textes arabes) [in French] | Jul 1, 2014 | General ClassificationMorphological Analysis | —Unverified | 0 |
| Decomposing Hashtags to Improve Tweet Polarity Classification (D\'ecomposition des « hash tags » pour l'am\'elioration de la classification en polarit\'e des « tweets ») [in French] | Jul 1, 2014 | General ClassificationOpinion Mining | —Unverified | 0 |
| Classification and Optimization Algorithms: the LIA/ADOC participation at DEFT'14 (Algorithmes de classification et d'optimisation : participation du LIA/ADOC \`a DEFT'14) [in French] | Jul 1, 2014 | General ClassificationText Classification | —Unverified | 0 |
| Genre classification using Balanced Winnow in the DEFT 2014 challenge | Jul 1, 2014 | ClassificationGeneral Classification | —Unverified | 0 |
| Mind the Nuisance: Gaussian Process Classification using Privileged Noise | Jul 1, 2014 | ClassificationGeneral Classification | —Unverified | 0 |
| Utilisabilit\'e d'une ressource propri\'etaire riche dans le cadre de la classification de documents [in French] | Jul 1, 2014 | Document ClassificationGeneral Classification | —Unverified | 0 |
| Study of Domain Dependant Multi-Polarity Words for Document Level Opinion Mining (Influence des marqueurs multi-polaires dépendant du domaine pour la fouille d’opinion au niveau du texte) [in French] | Jul 1, 2014 | Domain AdaptationGeneral Classification | —Unverified | 0 |
| Rates of Convergence for Nearest Neighbor Classification | Jun 30, 2014 | ClassificationGeneral Classification | —Unverified | 0 |
| A new hierarchical method for inter-patient heartbeat classification using random projections and RR intervals | Jun 30, 2014 | ClassificationGeneral Classification | —Unverified | 0 |
| Proximal Quasi-Newton for Computationally Intensive L1-regularized M-estimators | Jun 27, 2014 | General ClassificationStructured Prediction | —Unverified | 0 |
| Discriminative Unsupervised Feature Learning with Exemplar Convolutional Neural Networks | Jun 26, 2014 | General ClassificationGeometric Matching | CodeCode Available | 0 |
| Face Image Classification by Pooling Raw Features | Jun 26, 2014 | ClassificationFace Recognition | —Unverified | 0 |
| Support vector machine classification of dimensionally reduced structural MRI images for dementia | Jun 25, 2014 | General ClassificationImage Segmentation | —Unverified | 0 |
| Committees of deep feedforward networks trained with few data | Jun 23, 2014 | ClassificationGeneral Classification | —Unverified | 0 |
| Human Action Recognition by Representing 3D Skeletons as Points in a Lie Group | Jun 23, 2014 | Action RecognitionDynamic Time Warping | CodeCode Available | 0 |
| Correlation Clustering with Noisy Partial Information | Jun 22, 2014 | ClusteringGeneral Classification | —Unverified | 0 |
| A survey on phrase structure learning methods for text classification | Jun 21, 2014 | ClassificationGeneral Classification | —Unverified | 0 |
| Caffe: Convolutional Architecture for Fast Feature Embedding | Jun 20, 2014 | ClusteringDimensionality Reduction | CodeCode Available | 0 |
| R-CNNs for Pose Estimation and Action Detection | Jun 19, 2014 | Action ClassificationAction Detection | —Unverified | 0 |
| Spatial Pyramid Pooling in Deep Convolutional Networks for Visual Recognition | Jun 18, 2014 | General Classificationimage-classification | CodeCode Available | 0 |
| On the Application of Generic Summarization Algorithms to Music | Jun 18, 2014 | General Classification | —Unverified | 0 |
| Predictive Modelling of Bone Age through Classification and Regression of Bone Shapes | Jun 18, 2014 | General Classificationregression | —Unverified | 0 |
| Mass Classification Method in Mammogram Using Fuzzy K-Nearest Neighbour Equality | Jun 18, 2014 | ClassificationGeneral Classification | —Unverified | 0 |
| An Experimental Evaluation of Nearest Neighbour Time Series Classification | Jun 18, 2014 | ClassificationDynamic Time Warping | —Unverified | 0 |
| Automatic Fado Music Classification | Jun 17, 2014 | ClassificationGeneral Classification | —Unverified | 0 |