Feature selection

Speech emotion recognition based on feature selection and extreme learning machine decision tree

Zhentao Liu, Min Wu, Weihua Cao, Jun-Wei Mao, Jianping Xu, Guanzheng Tan

Citations: 260 • 2017

IMU-Based Classification of Parkinson's Disease From Gait: A Sensitivity Analysis on Sensor Location and Feature Selection

Carlotta Caramia, Diego Torricelli, Maurizio Schmid, Adriana Muñoz-González, José González-Vargas, Francisco Grandas, José L. Pons

Citations: 242 • 2018

Weighted selection of image features for resolved rate visual feedback control

John T. Feddema, C.S.G. Lee, O.R. Mitchell

Citations: 198 • 1991

A comprehensive review of fruit and vegetable classification techniques

Khurram Hameed, Douglas Chai, Alexander Rassau

Citations: 192 • 2018

Filtering techniques for channel selection in motor imagery EEG applications: a survey

Muhammad Zeeshan Baig, Nauman Aslam, Hubert P. H. Shum

Citations: 163 • 2019

Hand-crafted and deep convolutional neural network features fusion and selection strategy: An application to intelligent human action recognition

Muhammad Attique Khan, Tallha Akram, Mudassar Raza, Tanzila Saba, Amjad Rehman

Citations: 154 • 2019

A Sustainable Deep Learning Framework for Object Recognition Using Multi-Layers Deep Features Fusion and Selection

Muhammad Rashid, Muhammad Attique Khan, Majed Alhaisoni, Shuihua Wang‎, Syed Rameez Naqvi, Amjad Rehman, Tanzila Saba

Citations: 153 • 2020

Emotion Recognition From Body Movement

Ferdous Ahmed, A. S. M. Hossain Bari, Marina L. Gavrilova

Citations: 152 • 2019

A Hamming distance based binary particle swarm optimization (HDBPSO) algorithm for high dimensional feature selection, classification and validation

Haider Banka, Suresh Dara

Citations: 149 • 2014

Whodunnit – Searching for the most important feature types signalling emotion-related user states in speech

Anton Batliner, Stefan Steidl, Björn W. Schuller, Dino Seppi, Thurid Vogt, Johannes Wagner, Laurence Devillers, Laurence Vidrascu, Vered Aharonson, Loïc Kessous, Noam Amir

Citations: 146 • 2010

Robust and accurate feature selection for humanoid push recovery and classification: deep learning approach

Vijay Bhaskar Semwal, Kaushik Mondal, G. C. Nandi

Citations: 132 • 2015

Emotional State Classification in Patient–Robot Interaction Using Wavelet Analysis and Statistics-Based Feature Selection

Manida Swangnetr, David Kaber

Citations: 112 • 2012

A resource conscious human action recognition framework using 26-layered deep convolutional neural network

Muhammad Attique Khan, Yudong Zhang, Sajid Ali Khan, Muhammad Attique, Amjad Rehman, Sanghyun Seo

Citations: 105 • 2020

Towards a Small Set of Robust Acoustic Features for Emotion Recognition: Challenges

Marie Tahon, Laurence Devillers

Citations: 96 • 2015

Person Identification using Skeleton Information from Kinect

Aniruddha Sinha, Kingshuk Chakravarty, Brojeshwar Bhowmick

Citations: 95 • 2013

A Machine Learning Approach to Predicting Case Duration for Robot-Assisted Surgery

Beiqun Zhao, Ruth S. Waterman, Richard D. Urman, Rodney A. Gabriel

Citations: 91 • 2019

User-Independent Intent Recognition for Lower Limb Prostheses Using Depth Sensing

Yerzhan Massalin, Madina Abdrakhmanova, Hüseyin Atakan Varol

Citations: 89 • 2017

Feature-level SMOTE: Augmenting fault samples in learnable feature space for imbalanced fault diagnosis of gas turbines

Dan Liu, Shisheng Zhong, Lin Lin, Minghang Zhao, Xuyun Fu, Xueyun Liu

Citations: 84 • 2023

Electroencephalogram Emotion Recognition Based on Empirical Mode Decomposition and Optimal Feature Selection

Zhentao Liu, Qiao Xie, Min Wu, Weihua Cao, Danyun Li, Sihan Li

Citations: 80 • 2018

Perspectives on animal behavior

Per Jensen

Citations: 78 • 1995