| Segmentation and Classification of Cine-MR Images Using Fully Convolutional Networks and Handcrafted Features | Sep 8, 2017 | AnatomyClassification | —Unverified | 0 |
| Feature selection in high-dimensional dataset using MapReduce | Sep 7, 2017 | feature selectionVocal Bursts Intensity Prediction | CodeCode Available | 0 |
| Improving hotel room demand forecasting with a hybrid GA-SVR methodology based on skewed data transformation, feature selection and parsimony tuning | Sep 6, 2017 | Demand Forecastingfeature selection | —Unverified | 0 |
| Inter-Patient ECG Heartbeat Classification with Temporal VCG Optimized by PSO | Sep 5, 2017 | Arrhythmia DetectionECG Classification | —Unverified | 0 |
| From Review to Rating: Exploring Dependency Measures for Text Classification | Sep 4, 2017 | Classificationfeature selection | —Unverified | 0 |
| Random Subspace with Trees for Feature Selection Under Memory Constraints | Sep 4, 2017 | feature selection | —Unverified | 0 |
| Identifying the Authors' National Variety of English in Social Media Texts | Sep 1, 2017 | feature selectionGeneral Classification | —Unverified | 0 |
| UWat-Emote at EmoInt-2017: Emotion Intensity Detection using Affect Clues, Sentiment Polarity and Word Embeddings | Sep 1, 2017 | Emotion ClassificationEnsemble Learning | —Unverified | 0 |
| IITP at EmoInt-2017: Measuring Intensity of Emotions using Sentence Embeddings and Optimized Features | Sep 1, 2017 | Emotion Recognitionfeature selection | —Unverified | 0 |
| Learning the Structure of Variable-Order CRFs: a finite-state perspective | Sep 1, 2017 | Chunkingfeature selection | —Unverified | 0 |
| Impact of Feature Selection on Micro-Text Classification | Aug 27, 2017 | ClassificationClustering | —Unverified | 0 |
| Learning Generalized Reactive Policies using Deep Neural Networks | Aug 24, 2017 | Decision Makingfeature selection | —Unverified | 0 |
| Integrate Multi-omic Data Using Affinity Network Fusion (ANF) for Cancer Patient Clustering | Aug 23, 2017 | Clusteringfeature selection | CodeCode Available | 0 |
| Massively-Parallel Feature Selection for Big Data | Aug 23, 2017 | feature selection | —Unverified | 0 |
| On the Contribution of Discourse Structure on Text Complexity Assessment | Aug 19, 2017 | feature selection | —Unverified | 0 |
| Nonnegative Restricted Boltzmann Machines for Parts-based Representations Discovery and Predictive Model Stabilization | Aug 18, 2017 | Document ClassificationFace Recognition | —Unverified | 0 |
| Multi-Stage Feature Selection Based Intelligent Classifier for Classification of Incipient Stage Fire in Building | Aug 12, 2017 | ClassificationDimensionality Reduction | —Unverified | 0 |
| An Effective Feature Selection Method Based on Pair-Wise Feature Proximity for High Dimensional Low Sample Size Data | Aug 8, 2017 | feature selection | —Unverified | 0 |
| Selective Inference for Sparse High-Order Interaction Models | Aug 1, 2017 | Drug Response Predictionfeature selection | —Unverified | 0 |
| Enumerating Distinct Decision Trees | Aug 1, 2017 | feature selection | —Unverified | 0 |
| Feature Selection as Causal Inference: Experiments with Text Classification | Aug 1, 2017 | Causal InferenceClassification | —Unverified | 0 |
| NTNU-2 at SemEval-2017 Task 10: Identifying Synonym and Hyponym Relations among Keyphrases in Scientific Documents | Aug 1, 2017 | feature selectionGeneral Classification | —Unverified | 0 |
| UWAV at SemEval-2017 Task 7: Automated feature-based system for locating puns | Aug 1, 2017 | feature selectionLanguage Modeling | —Unverified | 0 |
| Forecasting day-ahead electricity prices in Europe: the importance of considering market integration | Aug 1, 2017 | Bayesian Optimizationfeature selection | —Unverified | 0 |
| Consistent Nonparametric Different-Feature Selection via the Sparsest k-Subgraph Problem | Jul 31, 2017 | feature selectionModel Selection | —Unverified | 0 |
| A Harmony Search Based Wrapper Feature Selection Method for Holistic Bangla word Recognition | Jul 26, 2017 | Dimensionality ReductionEvolutionary Algorithms | —Unverified | 0 |
| Infinite Latent Feature Selection: A Probabilistic Latent Graph-Based Ranking Approach | Jul 24, 2017 | feature selectionObject Recognition | —Unverified | 0 |
| HMM-based Writer Identification in Music Score Documents without Staff-Line Removal | Jul 21, 2017 | feature selectionLine Detection | —Unverified | 0 |
| featsel: A framework for benchmarking of feature selection algorithms and cost functions | Jul 19, 2017 | BenchmarkingComputational Efficiency | CodeCode Available | 1 |
| Predictive Liability Models and Visualizations of High Dimensional Retail Employee Data | Jul 14, 2017 | BIG-bench Machine LearningDimensionality Reduction | —Unverified | 0 |
| Automation of Feature Engineering for IoT Analytics | Jul 13, 2017 | Decision MakingFeature Engineering | —Unverified | 0 |
| Learning in High-Dimensional Multimedia Data: The State of the Art | Jul 10, 2017 | BIG-bench Machine Learningfeature selection | —Unverified | 0 |
| An Information Theory-Based Feature Selection Framework for Big Data Under Apache Spark | Jul 6, 2017 | Dimensionality Reductionfeature selection | CodeCode Available | 0 |
| Kernel Feature Selection via Conditional Covariance Minimization | Jul 4, 2017 | Dimensionality Reductionfeature selection | CodeCode Available | 0 |
| Deep Semantic Feature Matching | Jul 1, 2017 | feature selectionGraph Matching | —Unverified | 0 |
| Unsupervised Feature Selection Based on Space Filling Concept | Jun 27, 2017 | feature selection | —Unverified | 0 |
| Cognitive Subscore Trajectory Prediction in Alzheimer's Disease | Jun 26, 2017 | Diagnosticfeature selection | —Unverified | 0 |
| High-dimensional classification by sparse logistic regression | Jun 26, 2017 | Binary ClassificationClassification | CodeCode Available | 0 |
| Efficient Approximate Solutions to Mutual Information Based Global Feature Selection | Jun 23, 2017 | feature selection | —Unverified | 0 |
| JaTeCS an open-source JAva TExt Categorization System | Jun 21, 2017 | feature selectionOpinion Mining | —Unverified | 0 |
| Short-Term Forecasting of Passenger Demand under On-Demand Ride Services: A Spatio-Temporal Deep Learning Approach | Jun 20, 2017 | Demand Forecastingfeature selection | —Unverified | 0 |
| Adaptive Feature Selection: Computationally Efficient Online Sparse Linear Regression under RIP | Jun 14, 2017 | feature selectionregression | —Unverified | 0 |
| Stepwise regression for unsupervised learning | Jun 10, 2017 | feature selectionregression | —Unverified | 0 |
| Added value of morphological features to breast lesion diagnosis in ultrasound | Jun 6, 2017 | Breast Cancer DetectionClassification | —Unverified | 0 |
| Embedding Feature Selection for Large-scale Hierarchical Classification | Jun 6, 2017 | ClassificationDimensionality Reduction | —Unverified | 0 |
| Full Quantification of Left Ventricle via Deep Multitask Learning Network Respecting Intra- and Inter-Task Relatedness | Jun 6, 2017 | feature selection | —Unverified | 0 |
| Personalized Pancreatic Tumor Growth Prediction via Group Learning | Jun 1, 2017 | feature selectionPrediction | —Unverified | 0 |
| Ranking to Learn and Learning to Rank: On the Role of Ranking in Pattern Recognition Applications | Jun 1, 2017 | feature selectionInformation Retrieval | —Unverified | 0 |
| Class Specific Feature Selection for Interval Valued Data Through Interval K-Means Clustering | May 31, 2017 | Clusteringfeature selection | —Unverified | 0 |
| Forward-Backward Selection with Early Dropping | May 30, 2017 | Computational Efficiencyfeature selection | —Unverified | 0 |