| Sparse Representation Classification Beyond L1 Minimization and the Subspace Assumption | Feb 4, 2015 | ClassificationClassification Consistency | —Unverified | 0 |
| Task-Driven Dictionary Learning for Hyperspectral Image Classification with Structured Sparsity Constraints | Feb 3, 2015 | Dictionary LearningGeneral Classification | —Unverified | 0 |
| Classification of Hyperspectral Imagery on Embedded Grassmannians | Feb 3, 2015 | ClassificationGeneral Classification | —Unverified | 0 |
| Deep Boosting: Layered Feature Mining for General Image Classification | Feb 3, 2015 | ClassificationGeneral Classification | —Unverified | 0 |
| Landmark-Guided Elastic Shape Analysis of Human Character Motions | Feb 3, 2015 | General Classification | —Unverified | 0 |
| DFDL: Discriminative Feature-oriented Dictionary Learning for Histopathological Image Classification | Feb 3, 2015 | ClassificationDictionary Learning | —Unverified | 0 |
| Iterated Support Vector Machines for Distance Metric Learning | Feb 2, 2015 | ClassificationFace Verification | —Unverified | 0 |
| Dynamic texture and scene classification by transferring deep image features | Feb 1, 2015 | ClassificationGeneral Classification | —Unverified | 0 |
| Feature Selection with Redundancy-complementariness Dispersion | Feb 1, 2015 | feature selectionGeneral Classification | —Unverified | 0 |
| Optimized Projection for Sparse Representation Based Classification | Jan 31, 2015 | ClassificationDimensionality Reduction | —Unverified | 0 |
| Twitter Hash Tag Recommendation | Jan 31, 2015 | General ClassificationTAG | —Unverified | 0 |
| Multi-task Image Classification via Collaborative, Hierarchical Spike-and-Slab Priors | Jan 30, 2015 | ClassificationFace Recognition | —Unverified | 0 |
| Vector Quantization by Minimizing Kullback-Leibler Divergence | Jan 30, 2015 | General Classificationimage-classification | —Unverified | 0 |
| Efficient Divide-And-Conquer Classification Based on Feature-Space Decomposition | Jan 29, 2015 | ClassificationGeneral Classification | —Unverified | 0 |
| High-Dimensional Longitudinal Classification with the Multinomial Fused Lasso | Jan 29, 2015 | ClassificationGeneral Classification | —Unverified | 0 |
| A Neural Network Anomaly Detector Using the Random Cluster Model | Jan 28, 2015 | Anomaly DetectionGeneral Classification | —Unverified | 0 |
| On a Family of Decomposable Kernels on Sequences | Jan 26, 2015 | Dynamic Time WarpingGeneral Classification | —Unverified | 0 |
| Sparse Distance Weighted Discrimination | Jan 24, 2015 | Computational EfficiencyGeneral Classification | —Unverified | 0 |
| Consistency Analysis of Nearest Subspace Classifier | Jan 24, 2015 | General Classification | —Unverified | 0 |
| Unsupervised Segmentation of Multispectral Images with Cellular Automata | Jan 23, 2015 | DiversityGeneral Classification | —Unverified | 0 |
| Features modeling with an α-stable distribution: Application to pattern recognition based on continuous belief functions | Jan 22, 2015 | General ClassificationSand | —Unverified | 0 |
| A GA Based approach for selection of local features for recognition of handwritten Bangla numerals | Jan 22, 2015 | General ClassificationHandwritten Digit Recognition | —Unverified | 0 |
| Classification of Message Spreading in a Heterogeneous Social Network | Jan 22, 2015 | ClassificationGeneral Classification | —Unverified | 0 |
| Extreme Entropy Machines: Robust information theoretic classification | Jan 21, 2015 | ClassificationGeneral Classification | —Unverified | 0 |
| Scalable Multi-Output Label Prediction: From Classifier Chains to Classifier Trellises | Jan 20, 2015 | ClassificationGeneral Classification | —Unverified | 0 |
| Image classification by visual bag-of-words refinement and reduction | Jan 18, 2015 | ClassificationClustering | —Unverified | 0 |
| Classification with Low Rank and Missing Data | Jan 14, 2015 | ClassificationGeneral Classification | —Unverified | 0 |
| Autodetection and Classification of Hidden Cultural City Districts from Yelp Reviews | Jan 12, 2015 | ClusteringGeneral Classification | —Unverified | 0 |
| oAdaBoost: An AdaBoost Variant for Ordinal Classification | Jan 12, 2015 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Max-Cost Discrete Function Evaluation Problem under a Budget | Jan 12, 2015 | General Classification | —Unverified | 0 |
| An Effective Image Feature Classiffication using an improved SOM | Jan 8, 2015 | General Classification | —Unverified | 0 |
| ITCM: A Real Time Internet Traffic Classifier Monitor | Jan 6, 2015 | ClassificationEnsemble Learning | —Unverified | 0 |
| Arabic Text Categorization Algorithm using Vector Evaluation Method | Jan 6, 2015 | General ClassificationInformation Retrieval | —Unverified | 0 |
| Object localization in ImageNet by looking out of the window | Jan 6, 2015 | General ClassificationObject Localization | —Unverified | 0 |
| Skincure: An Innovative Smart Phone-Based Application To Assist In Melanoma Early Detection And Prevention | Jan 6, 2015 | General ClassificationLesion Segmentation | —Unverified | 0 |
| Sparse Deep Stacking Network for Image Classification | Jan 5, 2015 | ClassificationGeneral Classification | —Unverified | 0 |
| Innovated interaction screening for high-dimensional nonlinear classification | Jan 5, 2015 | ClassificationGeneral Classification | —Unverified | 0 |
| Fast forward feature selection for the nonlinear classification of hyperspectral images | Jan 5, 2015 | Classificationfeature selection | CodeCode Available | 0 |
| Differential Search Algorithm-based Parametric Optimization of Fuzzy Generalized Eigenvalue Proximal Support Vector Machine | Jan 4, 2015 | General Classification | —Unverified | 0 |
| Chainer: a Next-Generation Open Source Framework for Deep Learning | Jan 1, 2015 | ClusteringDeep Learning | CodeCode Available | 0 |
| Consistent Classification Algorithms for Multi-class Non-Decomposable Performance Metrics | Jan 1, 2015 | ClassificationGeneral Classification | —Unverified | 0 |
| Disjunctive Normal Networks | Dec 30, 2014 | General ClassificationGPU | CodeCode Available | 0 |
| Improving approximate RPCA with a k-sparsity prior | Dec 29, 2014 | General Classification | —Unverified | 0 |
| Fast, simple and accurate handwritten digit classification by training shallow neural network classifiers with the 'extreme learning machine' algorithm | Dec 29, 2014 | General Classificationspeech-recognition | —Unverified | 0 |
| Spectral classification using convolutional neural networks | Dec 29, 2014 | ClassificationGeneral Classification | —Unverified | 0 |
| Improving Persian Document Classification Using Semantic Relations between Words | Dec 28, 2014 | ClassificationDocument Classification | —Unverified | 0 |
| Persian Sentiment Analyzer: A Framework based on a Novel Feature Selection Method | Dec 27, 2014 | Classificationfeature selection | —Unverified | 0 |
| Texture analysis by multi-resolution fractal descriptors | Dec 26, 2014 | General ClassificationTexture Classification | —Unverified | 0 |
| A Novel Feature Selection and Extraction Technique for Classification | Dec 26, 2014 | Classificationfeature selection | —Unverified | 0 |
| Exploring Sparsity in Multi-class Linear Discriminant Analysis | Dec 26, 2014 | Binary ClassificationClassification | —Unverified | 0 |