Iterative hard thresholding based Extreme Learning Machine. - Ömer Faruk Alcin; Ali Ari; Abdulkadir Sengür; Melih Cevdet Ince (SIU, 2015)

Fall detection with depth-videos. - Muzaffer Aslan; Ömer Faruk Alçin; Abdulkadir Sengür; Melih Cevdet Ince (SIU, 2015)

OMP-ELM: Orthogonal Matching Pursuit-Based Extreme Learning Machine for Regression. - Omer F. Alcin; Abdulkadir Sengür; Jiang Qian; Melih Cevdet Ince (J. Intell. Syst., 2015)

A Novel Edge Detection Algorithm Based on Texture Feature Coding. - Abdulkadir Sengür; Yanhui Guo 001; Mehmet Üstündag; Ömer Faruk Alcin (J. Intell. Syst., 2015)

Extreme learning machine based robotic arm modeling. - Ömer Faruk Alcin; Ferhat Ucar; Deniz Korkmaz (MMAR, 2016)

Machine learning based power quality event classification using wavelet - Entropy and basic statistical features. - Ferhat Ucar; Ömer Faruk Alcin; Besir Dandil; Fikret Ata (MMAR, 2016)

Multi-category EEG signal classification developing time-frequency texture features based Fisher Vector encoding method. - Ömer Faruk Alçin; Siuly Siuly; Varun Bajaj; Yanhui Guo 001; Abdulkadir Sengür; Yanchun Zhang (Neurocomputing, 2016)

A hybrid method based on time-frequency images for classification of alcohol and control EEG signals. - Varun Bajaj; Yanhui Guo 001; Abdulkadir Sengür; Siuly Siuly; Omer F. Alcin (Neural Comput. Appl., 2017)

Two-stepped majority voting for efficient EEG-based emotion classification. - Aras Masood Ismael; Ömer Faruk Alçin; Karmand Hussein Abdalla; Abdulkadir Sengür (Brain Informatics, 2020)

Deep rhythm and long short term memory-based drowsiness detection. - Muammer Turkoglu; Omer F. Alcin; Muzaffer Aslan; Adel Al-Zebari; Abdulkadir Sengür (Biomed. Signal Process. Control., 2021)

Wavelet ELM-AE Based Data Augmentation and Deep Learning for Efficient Emotion Recognition Using EEG Recordings. - Berna Ari; Kamran Siddique; Ömer Faruk Alçin; Muzaffer Aslan; Abdulkadir Sengür; Raja Majid Mehmood (IEEE Access, 2022)

Accurate detection of autism using Douglas-Peucker algorithm, sparse coding based feature mapping and convolutional neural network techniques with EEG signals. - Berna Ari; Nebras Sobahi; Ömer Faruk Alçin; Abdulkadir Sengür; U. Rajendra Acharya (Comput. Biol. Medicine, 2022)

Exploring Rhythms and Channels-Based EEG Biomarkers for Early Detection of Alzheimer's Disease. - Siuly Siuly; Ömer Faruk Alçin; Hua Wang 002; Yan Li 002; Peng Wen 001 (IEEE Trans. Emerg. Top. Comput. Intell., 2024)

Feature fusion-based hand gesture classification with time-domain descriptors and multi-level deep attention network. - Ömer Faruk Alçin; Deniz Korkmaz; Hakan Açikgöz (Appl. Soft Comput., 2025)