Md. Rabiul Islam

According to our database, Md. Rabiul Islam authored at least 22 papers between 2010 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Modeling Complex EEG Data Distribution on the Riemannian Manifold Toward Outlier Detection and Multimodal Classification.

Maria Sayu Yamamoto, Khadijeh Sadatnejad, Toshihisa Tanaka, Md. Rabiul Islam, Frédéric Dehais, Yuichi Tanaka, Fabien Lotte

IEEE Trans. Biomed. Eng., February, 2024

2023

Emotion Recognition Using Narrowband Spatial Features of Electroencephalography.

Iffat Farhana, Jungpil Shin, Shabbir Mahmood, Md. Rabiul Islam, Md. Khademul Islam Molla

IEEE Access, 2023

2022

Epileptic seizure detection in EEG using mutual information-based best individual feature selection.

Kazi Mahmudul Hassan, Md. Rabiul Islam, Thanh Thi Nguyen, Md. Khademul Islam Molla

Expert Syst. Appl., 2022

2021

Trial Regeneration With Subband Signals for Motor Imagery Classification in BCI Paradigm.

Md. Khademul Islam Molla, Sanjoy Kumar Saha, Sabina Yasmin, Md. Rabiul Islam, Jungpil Shin

IEEE Access, 2021

Frequency Recognition of Short-Time SSVEP Signal Using CORRCA-Based Spatio-Spectral Feature Fusion Framework.

Shabbir Mahmood, Jungpil Shin, Iffat Farhana, Md. Rabiul Islam, Md. Khademul Islam Molla

IEEE Access, 2021

2020

Graph Eigen Decomposition-Based Feature-Selection Method for Epileptic Seizure Detection Using Electroencephalography.

Md. Khademul Islam Molla, Kazi Mahmudul Hassan, Md. Rabiul Islam, Toshihisa Tanaka

Sensors, 2020

Statistical Features in High-Frequency Bands of Interictal iEEG Work Efficiently in Identifying the Seizure Onset Zone in Patients with Focal Epilepsy.

Most. Sheuli Akter, Md. Rabiul Islam, Toshihisa Tanaka, Yasushi Iimura, Takumi Mitsuhashi, Hidenori Sugano, Duo Wang, Md. Khademul Islam Molla

Entropy, 2020

Discriminative Feature Selection-Based Motor Imagery Classification Using EEG Signal.

Md. Khademul Islam Molla, Abdullah Al Shiam, Md. Rabiul Islam, Toshihisa Tanaka

IEEE Access, 2020

Automatic Detection of Epileptic Focus in Ripple and Fast Ripple Bands of Interictal iEEG based on Multi-band Analysis.

Most. Sheuli Akter, Md. Rabiul Islam, Kosuke Fukumori, Yasushi Limura, Hidenori Sugano, Toshihisa Tanaka

Proceedings of the 2020 International Conference on Artificial Intelligence in Information and Communication, 2020

Detecting EEG outliers for BCI on the Riemannian manifold using spectral clustering.

Maria Sayu Yamamoto, Khadijeh Sadatnejad, Toshihisa Tanaka, Md. Rabiul Islam, Yuichi Tanaka, Fabien Lotte

Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

2019

Automatic Identification of Epileptic Focus on High-Frequency Components in Interictal iEEG.

Most. Sheuli Akter, Md. Rabiul Islam, Toshihisa Tanaka, Kosuke Fukumori, Yasushi Limura, Hidenori Sugano

Proceedings of the 8th International Congress on Advanced Applied Informatics, 2019

Electroencephalography Based Motor Imagery Classification Using Unsupervised Feature Selection.

Abdullah Al Shiam, Md. Rabiul Islam, Toshihisa Tanaka, Md. Khademul Islam Molla

Proceedings of the 2019 International Conference on Cyberworlds, 2019

Epileptic Seizure Detection from EEG Signals Using Multiband Features with Feedforward Neural Network.

Kazi Mahmudul Hassan, Md. Rabiul Islam, Toshihisa Tanaka, Md. Khademul Islam Molla

Proceedings of the 2019 International Conference on Cyberworlds, 2019

2017

Subband entropy-based features for clothing invariant human gait recognition.

Md. Shariful Islam, Md. Rabiul Islam, Md. Altab Hossain, Alexander Ferworn, Md. Khademul Islam Molla

Adv. Robotics, 2017

Classification of motor imagery BCI using multiband tangent space mapping.

Md. Rabiul Islam, Toshihisa Tanaka, Most. Sheuli Akter, Md. Khademul Islam Molla

Proceedings of the 22nd International Conference on Digital Signal Processing, 2017

2016

Frequency recognition of steady-state visually evoked potentials using binary subband canonical correlation analysis with reduced dimension of reference signals.

Md. Rabiul Islam, Toshihisa Tanaka, Masaki Nakanishi, Md. Khademul Islam Molla

Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

2015

EEG signal enhancement using multivariate wavelet transform.

Md. Khademul Islam Molla, Toshihisa Tanaka, Tatsuhiko Osa, Md. Rabiul Islam

Proceedings of the 2015 IEEE International Conference on Digital Signal Processing, 2015

Frequency recognition for SSVEP-based BCI with data adaptive reference signals.

Md. Rabiul Islam, Toshihisa Tanaka, Naoki Morikawa, Md. Khademul Islam Molla

Proceedings of the 2015 IEEE International Conference on Digital Signal Processing, 2015

Frequency recognition for SSVEP-BCI using reference signals with dominant stimulus frequency.

Md. Rabiul Islam, Toshihisa Tanaka, Md. Khademul Islam Molla, Most. Sheuli Akter

Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2015

2012

Artifact suppression from EEG signals using data adaptive time domain filtering.

Md. Khademul Islam Molla, Md. Rabiul Islam, Toshihisa Tanaka, Tomasz M. Rutkowski

Neurocomputing, 2012

Analysis of ECG signals Using Data-Adaptive Time Domain Filtering for Cardiovascular Disease Diagnosis.

Md. Rabiul Islam, Somlal Das, Keikichi Hirose, Md. Khademul Islam Molla

Adv. Data Sci. Adapt. Anal., 2012

2010

Data adaptive analysis of ECG signals for cardiovascular disease diagnosis.

Md. Rabiul Islam, Shamim Ahmad, Keikichi Hirose, Md. Khademul Islam Molla

Proceedings of the International Symposium on Circuits and Systems (ISCAS 2010), May 30, 2010