Berdakh Abibullaev

46 papers A 1B 1C 1Journal 20Unranked 23

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Neurotechnology in Gaming: A Systematic Review of Visual Evoked Potential-Based Brain-Computer Interfaces. IEEE Access Aigerim Keutayeva, China Jesse Nwachukwu, Muslim Alaran, Zhenis Otarbay, Berdakh Abibullaev
2024	J	`jnl`	Data Constraints and Performance Optimization for Transformer-Based Models in EEG-Based Brain-Computer Interfaces: A Survey. IEEE Access Aigerim Keutayeva, Berdakh Abibullaev
2023	J	`jnl`	A Jackknife-Inspired Deep Learning Approach to Subject-Independent Classification of EEG. Pattern Recognit. Lett. Irina Dolzhikova, Berdakh Abibullaev, Amin Zollanvari
2023	J	`jnl`	Deep Learning in EEG-Based BCIs: A Comprehensive Review of Transformer Models, Advantages, Challenges, and Applications. IEEE Access Berdakh Abibullaev, Aigerim Keutayeva, Amin Zollanvari
2023	—	`conf`	Explainable Deep Learning for Brain-Computer Interfaces through Layerwise Relevance Propagation. BCI Vladislav Mun, Berdakh Abibullaev
2023	J	`jnl`	Exploring the Potential of Attention Mechanism-Based Deep Learning for Robust Subject-Independent Motor-Imagery Based BCIs. IEEE Access Aigerim Keutayeva, Berdakh Abibullaev
2023	—	`conf`	Subject-Independent Brain-Computer Interfaces: A Comparative Study of Attention Mechanism-Driven Deep Learning Models. IHCI (1) Aigerim Keutayeva, Berdakh Abibullaev
2022	J	`jnl`	A Systematic Deep Learning Model Selection for P300-Based Brain-Computer Interfaces. IEEE Trans. Syst. Man Cybern. Syst. Berdakh Abibullaev, Amin Zollanvari
2022	—	`conf`	An Ensemble of Convolutional Neural Networks for Zero-Calibration ERP-Based BCIs. BCI Irina Dolzhikova, Berdakh Abibullaev, Amin Zollanvari
2022	J	`jnl`	Subject-Independent Classification of Motor Imagery Tasks in EEG Using Multisubject Ensemble CNN. IEEE Access Irina Dolzhikova, Berdakh Abibullaev, Reza Sameni, Amin Zollanvari
2022	J	`jnl`	Subject-Independent Classification of P300 Event-Related Potentials Using a Small Number of Training Subjects. IEEE Trans. Hum. Mach. Syst. Berdakh Abibullaev, Kassymzhomart Kunanbayev, Amin Zollanvari
2021	—	`conf`	A Novel Human-Robot Interaction Framework Based on Telegram and Programming by Demonstration. RiTA Mukhamet Nurpeiissov, Berdakh Abibullaev, Tohid Alizadeh
2021	—	`conf`	A System For Drivers' Cognitive Load Estimation Based On Deep Convolutional Neural Networks and Facial Feature Analysis. ICIT Shyngyskhan Abilkassov, Merey Kairgaliyev, Bauyrzhan Zhakanov, Berdakh Abibullaev
2021	—	`conf`	An Ensemble CNN for Subject-Independent Classification of Motor Imagery-based EEG. EMBC Irina Dolzhikova, Berdakh Abibullaev, Reza Sameni, Amin Zollanvari
2021	J	`jnl`	Bias correction for linear discriminant analysis. Pattern Recognit. Lett. Amin Zollanvari, Berdakh Abibullaev
2021	—	`conf`	Data Augmentation for P300-based Brain-Computer Interfaces Using Generative Adversarial Networks. BCI Kassymzhomart Kunanbayev, Berdakh Abibullaev, Amin Zollanvari
2021	—	`conf`	Deep Transfer Learning for Subject-Independent ERP-based BCIs. BCI Kassymzhomart Kunanbayev, Dias Azhigulov, Berdakh Abibullaev, Amin Zollanvari
2021	—	`conf`	Is Riemannian Geometry Better than Euclidean in Averaging Covariance Matrices for CSP-based Subject-Independent Classification of Motor Imagery? EMBC Yassawe Kainolda, Berdakh Abibullaev, Reza Sameni, Amin Zollanvari
2020	J	`jnl`	A Brute-Force CNN Model Selection for Accurate Classification of Sensorimotor Rhythms in BCIs. IEEE Access Berdakh Abibullaev, Irina Dolzhikova, Amin Zollanvari
2020	—	`conf`	Design and Optimization of a Real-Time Asynchronous BCI Control Strategy for Robotic Manipulator Assistance. BCI Batyrkhan Saduanov, Dana Tokmurzina, Kassymzhomart Kunanbayev, Berdakh Abibullaev
2020	—	`conf`	On the Classification of Electromyography Signals to Control a Four Degree-Of-Freedom Prosthetic Device. EMBC Artemiy Oleinikov, Berdakh Abibullaev, Michele Folgheraiter
2019	J	`jnl`	Asymptotically Bias-Corrected Regularized Linear Discriminant Analysis for Cost-Sensitive Binary Classification. IEEE Signal Process. Lett. Amin Zollanvari, Muratkhan Abdirash, Aresh Dadlani, Berdakh Abibullaev
2019	—	`conf`	Deep Learning Models for Subject-Independent ERP-based Brain-Computer Interfaces. NER Adilet Tuleuov, Berdakh Abibullaev
2019	J	`jnl`	Design and Optimization of a BCI-Driven Telepresence Robot Through Programming by Demonstration. IEEE Access Berdakh Abibullaev, Amin Zollanvari, Batyrkhan Saduanov, Tohid Alizadeh
2019	J	`jnl`	Learning Discriminative Spatiospectral Features of ERPs for Accurate Brain-Computer Interfaces. IEEE J. Biomed. Health Informatics Berdakh Abibullaev, Amin Zollanvari
2019	—	`conf`	Novel Spatiospectral Features of ERPs Enhances Brain-Computer Interfaces. BCI Berdakh Abibullaev, Yerzhan Orazayev, Amin Zollanvari
2018	—	`conf`	Brain-Computer Interface Humanoid Pre-trained for Interaction with People. HRI (Companion) Batyrkhan Saduanov, Dana Tokmurzina, Tohid Alizadeh, Berdakh Abibullaev
2018	—	`conf`	Cross-correlation between HbO and HbR as an effective feature of motion artifact in fNIRS signal. BCI Gihyoun Lee, Sang Hyeon Jin, Seong Tae Yang, Jinung An, Berdakh Abibullaev
2018	—	`conf`	Feature extraction and real-time recognition of hand motion intentions from EMGs via artificial neural networks. BCI Artemiy Oleinikov, Berdakh Abibullaev, Almas Shintemirov, Michele Folgheraiter
2018	—	`conf`	Trained by demonstration humanoid robot controlled via a BCI system for telepresence. BCI Batyrkhan Saduanov, Tohid Alizadeh, Jinung An, Berdakh Abibullaev
2017	B	`conf`	Design and evaluation of a P300 visual brain-computer interface speller in cyrillic characters. RO-MAN Arailym Zhumadilova, Dana Tokmurzina, Akbay Kuderbekov, Berdakh Abibullaev
2017	—	`conf`	Design and evaluation of a P300-ERP based BCI system for real-time control of a mobile robot. BCI Damir Nurseitov, Abzal Serekov, Almas Shintemirov, Berdakh Abibullaev
2017	—	`conf`	Learning suite of kernel feature spaces enhances SMR-based EEG-BCI classification. BCI Berdakh Abibullaev
2017	—	`conf`	fNIRS motion artifact correction for overground walking using entropy based unbalanced optode decision and wavelet regression neural network. MFI Gihyoun Lee, Sang Hyeon Jin, Seung Hyun Lee, Berdakh Abibullaev, Jinung An
2016	A	`conf`	On Robust Classification of Hemodynamic Signals for BCIs via Multiple Kernel ν-SVM. IROS Berdakh Abibullaev, Jinung An
2013	J	`jnl`	A Study on Stroke Rehabilitation through Task-Oriented Control of a Haptic Device via Near-Infrared Spectroscopy-Based BCI. CoRR Berdakh Abibullaev, Jinung An, Seung-Hyun Lee, R. S. Jamisola, Jeon-Il Moon
2013	—	`conf`	Cortical activation pattern for grasping during observation, imagery, execution, FES, and observation-FES integrated BCI: An fNIRS pilot study. EMBC Jinung An, Sang Hyeon Jin, Seung Hyun Lee, Gwanghee Jang, Berdakh Abibullaev, Hyunju Lee, Jeon-Il Moon
2013	—	`conf`	The beginning of neurohaptics: Controlling cognitive interaction via brain haptic interface. BCI Jinung An, Seung Hyun Lee, Sang Hyeon Jin, Berdakh Abibullaev, Gwanghee Jang, Jaehyun Ahn, Hyunju Lee, Jeon-Il Moon
2012	J	`jnl`	Decision Support Algorithm for Diagnosis of ADHD Using Electroencephalograms. J. Medical Syst. Berdakh Abibullaev, Jinung An
2011	J	`jnl`	A New QRS Detection Method Using Wavelets and Artificial Neural Networks. J. Medical Syst. Berdakh Abibullaev, Hee Don Seo
2010	J	`jnl`	A Simple Wavelet Method for Automated Detection of Epileptic Neural Spikes in Electroencephalogram. Adv. Inf. Sci. Serv. Sci. Berdakh Abibullaev, Won-Seok Kang, Seung-Hyun Lee, Jinung An
2010	J	`jnl`	Classification of Cardiac Arrhythmias using Biorthogonal Wavelets and Support Vector Machines. Int. J. Adv. Comp. Techn. Berdakh Abibullaev, Won-Seok Kang, Seung-Hyun Lee, Jinung An
2010	J	`jnl`	Epileptic Spike Detection Using Continuous Wavelet Transforms and Artificial Neural Networks. Int. J. Wavelets Multiresolution Inf. Process. Berdakh Abibullaev, Hee Don Seo, Min Soo Kim
2010	J	`jnl`	Seizure Detection in Temporal Lobe Epileptic EEGs Using the Best Basis Wavelet Functions. J. Medical Syst. Berdakh Abibullaev, Min Soo Kim, Hee Don Seo
2009	C	`conf`	A wavelet based method for detecting and localizing epileptic neural spikes in EEG. ICIS Berdakh Abibullaev, Hee Don Seo, Won-Seok Kang, Jinung An
2009	—	`conf`	Epileptic Seizures Detection Using Continuous Time Wavelet Based Artificial Neural Networks. ITNG Berdakh Abibullaev, Hee Don Seo