Statistical classification

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

Detection and Classification of Groundnut Leaf Diseases using KNN classifier

M. P. Vaishnnave, K. Suganya Devi, P. Srinivasan, G. Arut Perum Jothi

Citations: 106 • 2019

Hybridized neural network and decision tree based classifier for prognostic decision making in breast cancers

A. Suresh, R. Udendhran, M. Balamurgan

Citations: 89 • 2019

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

A Comparative Study of Gender and Age Classification in Speech Signals

Mohammad Hossein Sedaaghi

Citations: 44 • 2009

sEMG-Based Dynamic Muscle Fatigue Classification Using SVM With Improved Whale Optimization Algorithm

Quan Liu, Yang Liu, Congsheng Zhang, Zhili Ruan, Wei Meng, Yilun Cai, Qingsong Ai

Citations: 43 • 2021

Gender classification in two Emotional Speech databases

Margarita Kotti, Constantine Kotropoulos

Citations: 43 • 2008

Feature Analysis for Classification of Physical Actions using surface EMG Data

Anish C. Turlapaty, Balakrishna Gokaraju

Citations: 41 • 2018

Evaluation of Machine Learning Algorithms for Classification of EEG Signals

Francisco Javier Ramírez-Arias, Enrique Efrén García-Guerrero, Esteban Tlelo‐Cuautle, Juan Miguel Colores-Vargas, Eloísa García–Canseco, Oscar Roberto López-Bonilla, Gilberto Galindo-Aldana, Everardo Inzunza-González

Citations: 38 • 2022

sEMG signal classification using SMO algorithm and singular value decomposition

Yotsapat Ruangpaisarn, Saichon Jaiyen

Citations: 22 • 2015

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

Classification of Time-Series Data Using Boosted Decision Trees

Erfan Aasi, Cristian-Ioan Vasile, Mahroo Bahreinian, Călin Belta

Citations: 11 • 2022

Evaluating Combinations of Classification Algorithms and Paragraph Vectors for News Article Classification

Johannes Lindén, Stefan Forsström, Tingting Zhang

Citations: 11 • 2018

Classification of Odours for Mobile Robots Using an Ensemble of Linear Classifiers

Marco Trincavelli, Silvia Coradeschi, Amy Loutfi, Matteo Pardo, Giorgio Sberveglieri

Citations: 10 • 2009

Estimates of Classification Complexity for Myoelectric Pattern Recognition

Niclas Nilsson, Max Ortiz-Catalan

Citations: 9 • 2016

Emotion Classification with DEAP Dataset:Survey

Hatice Pinar Unal, Gökhan Gökmen, Mehmet Yumurtacı

Citations: 7 • 2020

Sound Classification Algorithms for Indoor Human Activities

Lăcrimioara Grama, Lorena Muscar, Corneliu Rusu

Citations: 7 • 2021

Adaptive Parameterized AdaBoost Algorithm with application in EEG Motor Imagery Classification

Pratyusha Das, Arup Kumar Sadhu, Amit Konar, Basabdatta Sen Bhattacharya, Atulya K. Nagar

Citations: 5 • 2015

Terrain Classification for Bipedal Robots: A Comparative Study

Zahraa Awad, Raja Akel, Noel Maalouf, Imad H. Elhajj

Citations: 5 • 2020

Object Color Identification and Classification using CNN Algorithm and Machine Learning Technique

R. Kiruba, V. Sneha, S. Anuragha, Shree Vardhini, V. M. Vismaya

Citations: 4 • 2024