Deep Learning Publication Navigator - subtopic: feature selection


Year TitleAuthor
2017   PCA indexing based feature learning and feature selection  MFI Ibrahim, AA Al
2017   Variable Global Feature Selection Scheme for Automatic Classification of Text Documents  D Agnihotri, K Verma, P Tripathi
2017   Optimal feature selection and Deep Learning Ensembles Method for emotion recognition from human brain EEG sensors  RM Mehmood, R Du, HJ Lee
2017   Layerwise feature selection in Stacked Sparse Auto-Encoder for tumor type prediction  V Singh, N Baranwal, RK Sevakula, NK Verma, Y Cui
2017   SAFS: A deep feature selection approach for precision medicine  MZ Nezhad, D Zhu, X Li, K Yang, P Levy
2017   Automated Feature Selection and Churn Prediction using Deep Learning Models  V Umayaparvathi, K Iyakutti
2017   Sentiment Classification: Feature Selection Based Approaches Versus Deep Learning  AK Uysal, YL Murphey
2017   Modified Genetic Algorithm-based Feature Selection Combined with Pre-trained Deep Neural Network for Demand Forecasting in Outpatient Department  S Jiang, C Kwai
2017   Deep Belief Networks and Multiobjective Feature Selection for BCI with Multiresolution Analysis  J Ortega, A Ortiz, P Martín
2017   Novel feature selection strategies for enhanced predictive modeling and deep learning in the biosciences  P Yang, R Abo, C Liu, Z Chen, H Wu, J Cui, C Yandava
2016   Deep Belief Networks with Feature Selection for Sentiment Classification  P Ruangkanokmas, T Achalakul, K Akkarajitsakul
2016   Combining Multiple Feature Selection Methods and Deep Learning for High-dimensional Data  MA Mares, S Wang, Y Guo
2016   Randomized Kd tree ReliefF algorithm for feature selection in handling high dimensional process parameter data  S Xu, X Li, WF Lu
2016   Computational Intelligence Modeling of the Macromolecules Release from PLGA Microspheres—Focus on Feature Selection  HM Zawbaa, J Szlȩk, C Grosan, R Jachowicz
2016   Deep learning classifier based on NPCA and orthogonal feature selection  S Jankowski, Z Szymański, U Dziomin, V Golovko
2016   A hierarchical selective ensemble randomized neural network hybridized with heuristic feature selection for estimation of sea-ice thickness  A Mozaffari, KA Scott, NL Azad
2016   Automatic Defect Classification Without Sampling and Feature Selection  W Chang, R Olavarria, K Rao
2015   Unsupervised feature selection based on spectral regression from manifold learning for facial expression recognition  L Wang, K Wang, R Li
2015   Deep Boosting: Joint Feature Selection and Analysis Dictionary Learning in Hierarchy  Z Peng, Y Li, Z Cai, L Lin
2015   Deep Learning Based Feature Selection for Remote Sensing Scene Classification  Q Zou, L Ni, T Zhang, Q Wang
2015   An Experimental Comparison of Feature Selection Methods on Two-Class Biomedical Datasets  P Drotár, J Gazda, Z Smékal
2015   Feature Fusion, Feature Selection and Local N-ary Patterns for Object Recognition and Image Classification  W Sheng
2015   Structured Feature Selection  T Gao, Z Wang, Q Ji
2015   A feature selection method for comparision of each concept in big data  T Nakanishi
2015   Feature Selection and Non-Euclidean Dimensionality Reduction: Application to Electrocardiology  DY Jung
2015   Ultrasound-Based Detection of Prostate Cancer Using Automatic Feature Selection with Deep Belief Networks  S Azizi, F Imani, B Zhuang, A Tahmasebi, JT Kwak
2014   Adaptive Information-Theoretical Feature Selection for Pattern Classification  L Avdiyenko, N Bertschinger, J Jost
2014   Feature Selection And Extraction For Babyface Recognition  YT Tsai, MC Yeh
2014   Attentional Neural Network: Feature Selection Using Cognitive Feedback  Q Wang, J Zhang, S Song, Z Zhang
2014   Features in Concert: Discriminative Feature Selection meets Unsupervised Clustering  M Leordeanu, A Radu, R Sukthankar
2014   Prosodic, spectral and voice quality feature selection using a long-term stopping criterion for audio-based emotion recognition  M Kächele, D Zharkov, S Meudt, F Schwenker
2014   Multi-level gene/MiRNA feature selection using deep belief nets and active learning  R Ibrahim, NA Yousri, MA Ismail, NM El
2014   HSR: L1/2 Regularized Sparse Representation for Fast Face Recognition using Hierarchical Feature Selection  B Han, B He, T Sun, M Ma, A Lendasse
2014   Feature Selection Based on Dependency Margin  Y Liu, F Tang, Z Zeng