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Journal Articles
- 2023
[j17]Iffat Farhana
, Jungpil Shin, Shabbir Mahmood, Md. Rabiul Islam, Md. Khademul Islam Molla:
Emotion Recognition Using Narrowband Spatial Features of Electroencephalography. IEEE Access 11: 44019-44033 (2023)- 2022
- [j16]Kazi Mahmudul Hassan, Md. Rabiul Islam, Thanh Thi Nguyen, Md. Khademul Islam Molla:
Epileptic seizure detection in EEG using mutual information-based best individual feature selection. Expert Syst. Appl. 193: 116414 (2022) - 2021
- [j15]Md. Khademul Islam Molla, Sanjoy Kumar Saha, Sabina Yasmin, Md. Rabiul Islam, Jungpil Shin:
Trial Regeneration With Subband Signals for Motor Imagery Classification in BCI Paradigm. IEEE Access 9: 7632-7642 (2021) - [j14]Shabbir Mahmood, Jungpil Shin, Iffat Farhana, Md. Rabiul Islam, Md. Khademul Islam Molla:
Frequency Recognition of Short-Time SSVEP Signal Using CORRCA-Based Spatio-Spectral Feature Fusion Framework. IEEE Access 9: 167744-167755 (2021) - 2020
- [j13]Md. Khademul Islam Molla, Abdullah Al Shiam, Md. Rabiul Islam, Toshihisa Tanaka:
Discriminative Feature Selection-Based Motor Imagery Classification Using EEG Signal. IEEE Access 8: 98255-98265 (2020) - [j12]Most. Sheuli Akter, Md. Rabiul Islam, Toshihisa Tanaka, Yasushi Iimura, Takumi Mitsuhashi, Hidenori Sugano, Duo Wang, Md. Khademul Islam Molla:
Statistical Features in High-Frequency Bands of Interictal iEEG Work Efficiently in Identifying the Seizure Onset Zone in Patients with Focal Epilepsy. Entropy 22(12): 1415 (2020) - [j11]Md. Khademul Islam Molla, Kazi Mahmudul Hassan, Md. Rabiul Islam, Toshihisa Tanaka:
Graph Eigen Decomposition-Based Feature-Selection Method for Epileptic Seizure Detection Using Electroencephalography. Sensors 20(16): 4639 (2020) - 2017
- [j10]Md. Shariful Islam, Md. Rabiul Islam, Md. Altab Hossain, Alexander Ferworn, Md. Khademul Islam Molla:
Subband entropy-based features for clothing invariant human gait recognition. Adv. Robotics 31(10): 519-530 (2017) - 2016
- [j9]Md. Khademul Islam Molla, Keikichi Hirose, Md. Kamrul Hasan:
Voiced/non-voiced speech classification using adaptive thresholding with bivariate EMD. Pattern Anal. Appl. 19(1): 139-144 (2016) - 2012
- [j8]Md. Rabiul Islam, Somlal Das, Keikichi Hirose, Md. Khademul Islam Molla:
Analysis of ECG signals Using Data-Adaptive Time Domain Filtering for Cardiovascular Disease Diagnosis. Adv. Data Sci. Adapt. Anal. 4(1-2) (2012) - [j7]Md. Khademul Islam Molla, Md. Rabiul Islam, Toshihisa Tanaka, Tomasz M. Rutkowski:
Artifact suppression from EEG signals using data adaptive time domain filtering. Neurocomputing 97: 297-308 (2012) - 2011
- [j6]Sujan Kumar Roy, Md. Khademul Islam Molla, Keikichi Hirose, Md. Kamrul Hasan:
Harmonic modification and data adaptive filtering based approach to robust pitch estimation. Int. J. Speech Technol. 14(4): 339 (2011) - 2010
- [j5]M. Khademul Islam Molla, Keikichi Hirose:
Hilbert Spectrum in Time-Frequency Representation of Audio Signals Considering Disjoint Orthogonality. Adv. Data Sci. Adapt. Anal. 2(3): 313-336 (2010) - [j4]Md. Kamrul Hasan, M. Shakib Apu, Md. Khademul Islam Molla:
A robust method for parameter estimation of AR systems using empirical mode decomposition. Signal Image Video Process. 4(4): 451-461 (2010) - 2008
- [j3]Sangeeta Biswas, Shamim Ahmad, M. Khademul Islam Molla, Keikichi Hirose, Mohammed Nasser:
Kolmogorov-Smirnov Test in Text-Dependent Automatic Speaker Identification. Eng. Lett. 16(4): 469-472 (2008) - 2007
- [j2]M. Khademul Islam Molla, Keikichi Hirose:
Single-Mixture Audio Source Separation by Subspace Decomposition of Hilbert Spectrum. IEEE Trans. Speech Audio Process. 15(3): 893-900 (2007) - 2006
- [j1]M. Khademul Islam Molla, Keikichi Hirose, Nobuaki Minematsu:
Separation of Mixed Audio Signals by Decomposing Hilbert Spectrum with Modified EMD. IEICE Trans. Fundam. Electron. Commun. Comput. Sci. 89-A(3): 727-734 (2006)
Conference and Workshop Papers
- 2022
- [c33]Abu Saleh Musa Miah, Jungpil Shin, Md. Al Mehedi Hasan, Md. Khademul Islam Molla, Yuichi Okuyama, Yoichi Tomioka:
Movie Oriented Positive Negative Emotion Classification from EEG Signal using Wavelet transformation and Machine learning Approaches. MCSoC 2022: 26-31 - 2019
- [c32]Kazi Mahmudul Hassan, Md. Rabiul Islam, Toshihisa Tanaka, Md. Khademul Islam Molla:
Epileptic Seizure Detection from EEG Signals Using Multiband Features with Feedforward Neural Network. CW 2019: 231-238 - [c31]Abdullah Al Shiam, Md. Rabiul Islam, Toshihisa Tanaka, Md. Khademul Islam Molla:
Electroencephalography Based Motor Imagery Classification Using Unsupervised Feature Selection. CW 2019: 239-246 - 2017
- [c30]Md. Rabiul Islam, Toshihisa Tanaka, Most. Sheuli Akter, Md. Khademul Islam Molla:
Classification of motor imagery BCI using multiband tangent space mapping. DSP 2017: 1-5 - 2016
- [c29]Md. Rabiul Islam, Toshihisa Tanaka, Masaki Nakanishi, Md. Khademul Islam Molla:
Frequency recognition of steady-state visually evoked potentials using binary subband canonical correlation analysis with reduced dimension of reference signals. ICASSP 2016: 769-773 - [c28]Md. Khademul Islam Molla, Mahboob Qaosar, Keikichi Hirose:
Instantaneous pitch estimation of noisy speech signal with multivariate SST. ISCAS 2016: 770-773 - 2015
- [c27]Md. Rabiul Islam, Toshihisa Tanaka, Md. Khademul Islam Molla, Most. Sheuli Akter:
Frequency recognition for SSVEP-BCI using reference signals with dominant stimulus frequency. APSIPA 2015: 971-974 - [c26]Md. Rabiul Islam, Toshihisa Tanaka, Naoki Morikawa, Md. Khademul Islam Molla:
Frequency recognition for SSVEP-based BCI with data adaptive reference signals. DSP 2015: 799-803 - [c25]Md. Khademul Islam Molla, Toshihisa Tanaka, Tatsuhiko Osa, Md. Rabiul Islam:
EEG signal enhancement using multivariate wavelet transform. DSP 2015: 804-808 - 2013
- [c24]Md. Khademul Islam Molla, Toshihisa Tanaka, Tomasz M. Rutkowski, Kenji Tanaka:
Phase synchronization analysis of EEG channels using bivariate empirical mode decomposition. ICASSP 2013: 1182-1186 - [c23]Md. Khademul Islam Molla, Keikichi Hirose:
Audio classification using dominant spatial patterns in time-frequency space. INTERSPEECH 2013: 2915-2919 - 2012
- [c22]Sharmin Nilufar, Nilanjan Ray, M. Khademul Islam Molla, Keikichi Hirose:
Spectrogram based features selection using multiple kernel learning for speech/music discrimination. ICASSP 2012: 501-504 - [c21]M. Khademul Islam Molla, Toshihisa Tanaka, Tomasz M. Rutkowski:
Multivariate EMD based approach to EOG artifacts separation from EEG. ICASSP 2012: 653-656 - 2011
- [c20]Md. Khademul Islam Molla, Keikichi Hirose, Sujan Kumar Roy, Shamim Ahmad:
Adaptive thresholding approach for robust voiced/unvoiced classification. ISCAS 2011: 2409-2412 - [c19]Somlal Das, Md. Ekramul Hamid, Keikichi Hirose, Md. Khademul Islam Molla:
Weighted noise subtraction and adaptive soft-thresholding approach to speech enhancement. ISCAS 2011: 2413-2416 - [c18]Sujan Kumar Roy, Md. Kamrul Hasan, Keikichi Hirose, Md. Khademul Islam Molla:
Dominant harmonic modification with data adaptive filter based algorithm for robust pitch estimation. ISCAS 2011: 2417-2420 - 2010
- [c17]A. N. K. Zaman, K. M. Ibrahim Khalilullah, Md. Wahedul Islam, Md. Khademul Islam Molla:
A robust digital audio watermarking algorithm using Empirical Mode Decomposition. CCECE 2010: 1-4 - [c16]Md. Khademul Islam Molla, Toshihisa Tanaka, Tomasz M. Rutkowski, Andrzej Cichocki:
Separation of EOG artifacts from EEG signals using bivariate EMD. ICASSP 2010: 562-565 - [c15]Md. Rabiul Islam, Shamim Ahmad, Keikichi Hirose, Md. Khademul Islam Molla:
Data adaptive analysis of ECG signals for cardiovascular disease diagnosis. ISCAS 2010: 2243-2246 - [c14]Sujan Kumar Roy, Md. Khademul Islam Molla, Keikichi Hirose, Md. Kamrul Hasan:
Pitch estimation of noisy speech signals using EMD-fourier based hybrid algorithm. ISCAS 2010: 2658-2661 - 2008
- [c13]Shaikh Mostafa Al Masum, M. Khademul Islam Molla, Keikichi Hirose:
Assigning suitable phrasal tones and pitch accents by sensing affective information from text to synthesize human-like speech. INTERSPEECH 2008: 326-329 - [c12]Md. Khademul Islam Molla, Keikichi Hirose, Nobuaki Minematsu:
Robust voiced/unvoiced speech classification using empirical mode decomposition and periodic correlation model. INTERSPEECH 2008: 2530-2533 - 2007
- [c11]Erhan Deger, Md. Khademul Islam Molla, Keikichi Hirose, Nobuaki Minematsu, Md. Kamrul Hasan:
Speech enhancement using soft thresholding with DCT-EMD based hybrid algorithm. EUSIPCO 2007: 75-79 - [c10]Erhan Deger, Md. Khademul Islam Molla, Keikichi Hirose, Nobuaki Minematsu, Md. Kamrul Hasan:
EMD based soft-thresholding for speech enhancement. INTERSPEECH 2007: 810-813 - [c9]Md. Khademul Islam Molla, Keikichi Hirose, Nobuaki Minematsu, Md. Kamrul Hasan:
Pitch estimation of noisy speech signals using empirical mode decomposition. INTERSPEECH 2007: 1645-1648 - 2006
- [c8]M. Khademul Islam Molla, Keikichi Hirose, Nobuaki Minematsu:
Separation of Mixed Audio Signals by Source Localization and Binary Masking with Hilbert Spectrum. ICA 2006: 641-648 - [c7]Md. Khademul Islam Molla, Keikichi Hirose, Nobuaki Minematsu:
Localization Based Separation of Mixed Audio Signals with Binary Masking of Hilbert Spectrum. ICASSP (5) 2006: 85-88 - [c6]M. Khademul Islam Molla, Keikichi Hirose, Nobuaki Minematsu:
Localization based audio source separation by sub-band beamforming. ISCAS 2006 - 2005
- [c5]Md. Khademul Islam Molla, Keikichi Hirose, Nobuaki Minematsu:
Multi-band approach of audio source discrimination with empirical mode decomposition. INTERSPEECH 2005: 673-676 - [c4]M. Khademul Islam Molla, Keikichi Hirose, Nobuaki Minematsu:
Audio source separation by source localization with Hilbert spectrum. ISCAS (6) 2005: 5734-5737 - 2004
- [c3]Md. Khademul Islam Molla, Keikichi Hirose, Nobuaki Minematsu:
Audio source separation from the mixture using empirical mode decomposition with independent subspace analysis. INTERSPEECH 2004: 2449-2452 - [c2]Md. Khademul Islam Molla, Keikichi Hirose:
On the effectiveness of MFCCs and their statistical distribution properties in speaker identification. VECIMS 2004: 136-141 - 2003
- [c1]M. Khademul Islam Molla, Kamrul Hasan Talukder, Md. Altab Hossain:
Line Chart Recognition and Data Extraction Technique. IDEAL 2003: 865-870
Informal and Other Publications
- 2010
- [i1]Shamim Hasnat Ripon, Kamrul Hasan Talukder, M. Khademul Islam Molla:
Modelling Variability for System Families. CoRR abs/1009.5088 (2010)
Coauthor Index
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