| Mathematical Foundations for Designing and Development of Intelligent Systems of Information Analysis | Oct 14, 2015 | General ClassificationObject | —Unverified | 0 |
| Inheritance in Object-Oriented Knowledge Representation | Oct 14, 2015 | General ClassificationObject | —Unverified | 0 |
| Improving Back-Propagation by Adding an Adversarial Gradient | Oct 14, 2015 | BIG-bench Machine LearningGeneral Classification | CodeCode Available | 0 |
| A Sensitivity Analysis of (and Practitioners' Guide to) Convolutional Neural Networks for Sentence Classification | Oct 13, 2015 | General ClassificationSensitivity | CodeCode Available | 0 |
| The intrinsic value of HFO features as a biomarker of epileptic activity | Oct 13, 2015 | Dimensionality ReductionEEG | —Unverified | 0 |
| Interactive multiclass segmentation using superpixel classification | Oct 12, 2015 | ClassificationGeneral Classification | —Unverified | 0 |
| Neural Networks with Few Multiplications | Oct 11, 2015 | General Classification | CodeCode Available | 0 |
| OmniGraph: Rich Representation and Graph Kernel Learning | Oct 10, 2015 | Feature EngineeringGeneral Classification | —Unverified | 0 |
| Evaluation of Joint Multi-Instance Multi-Label Learning For Breast Cancer Diagnosis | Oct 10, 2015 | Breast Cancer DetectionGeneral Classification | —Unverified | 0 |
| Automatic semantic classification of scientific literature according to the hallmarks of cancer | Oct 9, 2015 | General Classification | —Unverified | 0 |
| Functional Frank-Wolfe Boosting for General Loss Functions | Oct 9, 2015 | Binary ClassificationGeneral Classification | —Unverified | 0 |
| Differential Evolution with Generalized Mutation Operator for Parameters Optimization in Gene Selection for Cancer Classification | Oct 8, 2015 | Cancer ClassificationEvolutionary Algorithms | —Unverified | 0 |
| The Knowledge Gradient with Logistic Belief Models for Binary Classification | Oct 8, 2015 | Binary ClassificationClassification | —Unverified | 0 |
| Predicting Daily Activities From Egocentric Images Using Deep Learning | Oct 6, 2015 | ClassificationDeep Learning | —Unverified | 0 |
| Harvesting Discriminative Meta Objects with Deep CNN Features for Scene Classification | Oct 6, 2015 | ClusteringGeneral Classification | —Unverified | 0 |
| Improved Estimation of Class Prior Probabilities through Unlabeled Data | Oct 6, 2015 | ClassificationGeneral Classification | —Unverified | 0 |
| Active Transfer Learning with Zero-Shot Priors: Reusing Past Datasets for Future Tasks | Oct 6, 2015 | Active LearningGeneral Classification | —Unverified | 0 |
| Learning in Unlabeled Networks - An Active Learning and Inference Approach | Oct 5, 2015 | Active LearningClassification | —Unverified | 0 |
| Boosting in the presence of outliers: adaptive classification with non-convex loss functions | Oct 5, 2015 | Binary ClassificationGeneral Classification | —Unverified | 0 |
| Within-Brain Classification for Brain Tumor Segmentation | Oct 5, 2015 | BIG-bench Machine LearningBrain Tumor Segmentation | —Unverified | 0 |
| Relaxed Multiple-Instance SVM with Application to Object Discovery | Oct 5, 2015 | General Classificationimage-classification | —Unverified | 0 |
| Cross-convolutional-layer Pooling for Image Recognition | Oct 4, 2015 | General Classificationimage-classification | —Unverified | 0 |
| A Novel Approach to Document Classification using WordNet | Oct 4, 2015 | ClassificationDocument Classification | —Unverified | 0 |
| Client Profiling for an Anti-Money Laundering System | Oct 3, 2015 | ClassificationGeneral Classification | —Unverified | 0 |
| Online Vision- and Action-Based Object Classification Using Both Symbolic and Subsymbolic Knowledge Representations | Oct 2, 2015 | General ClassificationObject | —Unverified | 0 |
| WHOI-Plankton- A Large Scale Fine Grained Visual Recognition Benchmark Dataset for Plankton Classification | Oct 2, 2015 | ClassificationFine-Grained Visual Recognition | —Unverified | 0 |
| Toward a Corpus of Cantonese Verbal Comments and their Classification by Multi-dimensional Analysis | Oct 1, 2015 | General ClassificationOpinion Mining | —Unverified | 0 |
| Multi-aspects Rating Prediction Using Aspect Words and Sentences | Oct 1, 2015 | General ClassificationPrediction | —Unverified | 0 |
| Thai Stock News Sentiment Classification using Wordpair Features | Oct 1, 2015 | ClassificationGeneral Classification | —Unverified | 0 |
| Sentiment Classification of Arabic Documents: Experiments with multi-type features and ensemble algorithms | Oct 1, 2015 | Document ClassificationGeneral Classification | —Unverified | 0 |
| Polarity Classification of Short Product Reviews via Multiple Cluster-based SVM Classifiers | Oct 1, 2015 | ClusteringGeneral Classification | —Unverified | 0 |
| Optimal Binary Classifier Aggregation for General Losses | Oct 1, 2015 | Binary ClassificationGeneral Classification | CodeCode Available | 0 |
| An Arguing Lexicon for Stance Classification on Short Text Comments in Chinese | Oct 1, 2015 | General ClassificationStance Classification | —Unverified | 0 |
| Annotation and Classification of French Feedback Communicative Functions | Oct 1, 2015 | ClassificationGeneral Classification | —Unverified | 0 |
| A Direct Approach for Sparse Quadratic Discriminant Analysis | Oct 1, 2015 | General Classification | —Unverified | 0 |
| A Comprehensive Filter Feature Selection for Improving Document Classification | Oct 1, 2015 | ClassificationDimensionality Reduction | —Unverified | 0 |
| Bidirectional Long Short-Term Memory Networks for Relation Classification | Oct 1, 2015 | ClassificationGeneral Classification | —Unverified | 0 |
| Hybrid Method of Semi-supervised Learning and Feature Weighted Learning for Domain Adaptation of Document Classification | Oct 1, 2015 | Document ClassificationDomain Adaptation | —Unverified | 0 |
| Korean Twitter Emotion Classification Using Automatically Built Emotion Lexicons and Fine-Grained Features | Oct 1, 2015 | Emotion ClassificationEmotion Recognition | —Unverified | 0 |
| Japanese Sentiment Classification with Stacked Denoising Auto-Encoder using Distributed Word Representation | Oct 1, 2015 | DenoisingGeneral Classification | —Unverified | 0 |
| Automatic Classification of Spoken Languages using Diverse Acoustic Features | Oct 1, 2015 | ClassificationGeneral Classification | —Unverified | 0 |
| Deep Haar Scattering Networks | Sep 30, 2015 | ClassificationGeneral Classification | —Unverified | 0 |
| Conditional Deep Learning for Energy-Efficient and Enhanced Pattern Recognition | Sep 29, 2015 | ClassificationDeep Learning | —Unverified | 0 |
| A Semi-Supervised Method for Predicting Cancer Survival Using Incomplete Clinical Data | Sep 29, 2015 | General ClassificationPrediction | —Unverified | 0 |
| Energy-Efficient Object Detection using Semantic Decomposition | Sep 29, 2015 | General ClassificationObject | —Unverified | 0 |
| Analysis of Intelligent Classifiers and Enhancing the Detection Accuracy for Intrusion Detection System | Sep 28, 2015 | General ClassificationIntrusion Detection | —Unverified | 0 |
| Feature Selection for classification of hyperspectral data by minimizing a tight bound on the VC dimension | Sep 27, 2015 | Classificationfeature selection | —Unverified | 0 |
| Discriminative Learning of the Prototype Set for Nearest Neighbor Classification | Sep 27, 2015 | ClassificationGeneral Classification | —Unverified | 0 |
| Non-asymptotic Analysis of _1-norm Support Vector Machines | Sep 27, 2015 | ClassificationGeneral Classification | —Unverified | 0 |
| Representation Benefits of Deep Feedforward Networks | Sep 27, 2015 | 2kGeneral Classification | —Unverified | 0 |