Quadratic classifier

Performance analysis of LDA, QDA and KNN algorithms in left-right limb movement classification from EEG data

Saugat Bhattacharyya, Anwesha Khasnobish, Somsirsa Chatterjee, Amit Konar, D. N. Tibarewala

Citations: 132 • 2010

Performance analysis of left/right hand movement classification from EEG signal by intelligent algorithms

Saugat Bhattacharyya, Anwesha Khasnobish, Amit Konar, D. N. Tibarewala, Atulya K. Nagar

Citations: 74 • 2011

Real-Time On-Board Recognition of Continuous Locomotion Modes for Amputees With Robotic Transtibial Prostheses

Dongfang Xu, Yanggang Feng, Jingeng Mai, Qining Wang

Citations: 65 • 2018

Hb vsEMG signal classification with time domain and Frequency domain features using LDA and ANN classifier

Yogendra Narayan

Citations: 41 • 2020

sEMG signal classification with novel feature extraction using different machine learning approaches

Yogendra Narayan, Lini Mathew, S. Chatterji

Citations: 40 • 2018

A Two-fold classification for composite decision about localized arm movement from EEG by SVM and QDA techniques

Anwesha Khasnobish, Saugat Bhattacharyya, Amit Konar, D. N. Tibarewala, Atulya K. Nagar

Citations: 28 • 2011

On-board Training Strategy for IMU-Based Real-Time Locomotion Recognition of Transtibial Amputees With Robotic Prostheses

Dongfang Xu, Qining Wang

Citations: 23 • 2020

A Novel Human Interaction Framework Using Quadratic Discriminant Analysis with HMM

Tanvir Fatima Naik Bukht, Naif Al Mudawi, Saud S. Alotaibi, Abdulwahab Alazeb, Mohammed Alonazi, Aisha Ahmed Alarfaj, Ahmad Jalal, Jaekwang Kim

Citations: 20 • 2023

A novel framework for classification of two-class motor imagery EEG signals using logistic regression classification algorithm

Rabia Avais Khan, Nasir Rashid, Muhammad Shahzaib, Umar Farooq Malik, Arshia Arif, Javaid Iqbal, Mubasher Saleem, Umar Shahbaz Khan, Mohsin Islam Tiwana

Citations: 16 • 2023

Direct comparison of SVM and LR classifier for SEMG signal classification using TFD features

Yogendra Narayan

Citations: 14 • 2021

On Fault Classification in Connected Autonomous Vehicles Using Supervised Machine Learning

Abdelrahman Khalil, Mohammad Al Janaideh

Citations: 12 • 2021

Identification-driven emotion recognition system for a social robot

Mateusz Żarkowski

Citations: 12 • 2013

Efficient learning algorithm for sparse subsequence pattern-based classification and applications to comparative animal trajectory data analysis

Takuto Sakuma, Kazuya Nishi, Kaoru Kishimoto, Kazuya Nakagawa, Masayuki Karasuyama, Yuta Umezu, Shinsuke Kajioka, Shuhei J. Yamazaki, Koutarou D. Kimura, Sakiko Matsumoto, Ken Yoda, Matasaburo Fukutomi, Hisashi Shidara, Hiroto Ogawa, Ichiro Takeuchi

Citations: 10 • 2019

Comparative Analysis of Classifiers for EMG Signals

Bushra Saeed, Syed Omer Gilani, Muhammad Zia ur Rehman, Mohsin Jamil, Asim Waris, Muhammad Nasir Khan

Citations: 8 • 2019

An Online Bayesian Classifier for Object Identification

Daniel P. Stormont

Citations: 8 • 2007

Robot Control based on Steady-State Visual Evoked Potential using Arduino and Emotiv Epoc

Je-Hun Yu, Kwee-Bo Sim

Citations: 6 • 2015

EEG signals classification and determination of optimal feature-classifier combination for predicting the movement intent of lower limb

Anjum Naeem Malik, Javaid Iqbal, Mohsin Islam Tiwana

Citations: 6 • 2016

Inertial sensors-based torso motion mode recognition for an active postural support brace

Pihsaia S. Sun, Dongfang Xu, Jingeng Mai, Zhihao Zhou, Sunil K. Agrawal, Qining Wang

Citations: 5 • 2020

Feature Extraction Evaluation of Various Machine Learning Methods for Finger Movement Classification using Double Myo Armband

Khairul Anam, Harun Ismail, Faruq Sandi Hanggara, Cries Avian, Safri Nahela, Muchamad Arif Hana Sasono

Citations: 4 • 2023

Neural and statistical classifiers. Can such approaches be complementary?

Christian Barat, Etienne Colle, Sylvie Lelandais

Citations: 4 • 2002