Publications

Note: * refers to equal contribution.

Under review

PC-SRGAN: Physically Consistent Super-Resolution Generative Adversarial Network for General Transient Simulations
MR Hasan, P Behnoudfar, D MacKinlay, T Poulet
Nature Machine Intelligence
Investigating the impact of antibiotics on environmental microbiota through machine learning models
Y Du, KA Ahmed, MR Hasan and MZ Hossain
Applied Microbiology and Biotechnology
TCA-Net: Triplet Concatenated-Attentional Network for Multimodal Engagement Estimation
H He, D Wang, MR Hasan, T Gedeon and MZ Hossain
IEEE ICIP 2024
Exploring Machine Learning Strategies in COVID-19 Prognostic Modelling: A Systematic Analysis of Diagnosis, Classification and Outcome Prediction
R Najjar, MZ Hossain, KA Ahmed and MR Hasan
Health Science Reports
[medRxiv] [PDF]

Preprints

Empathy Detection Using Machine Learning on Text, Audiovisual, Audio or Physiological Signals
MR Hasan, MZ Hossain, S Ghosh, S Soon and T Gedeon
[arXiv] [PDF]
Pavlok-Nudge: A Feedback Mechanism for Atomic Behaviour Modification with Snoring Usecase
S Ghosh*, MR Hasan*, P Agrawal*, Z Cai, S Soon, A Dhall and T Gedeon
[arXiv]
Real-time accident detection and physiological signal monitoring to enhance motorbike safety and emergency response
SMKM Siam, KI Sumaiya, MR Al-Amin, TH Turjo, A Islam, AHMA Rahim and MR Hasan
[arXiv] [PDF]

Recently accepted

A Deep Learning Approach to Diabetes Diagnosis
Z Zhang, KA Ahmed, MR Hasan and MZ Hossain
ACIIDS 2024
[arXiv] [Code] [Project Website]
Attention-based Multi-Layer Perceptron to Categorize Affective Videos from Viewer’s Physiological Signals
LS Shaiok, I Hoque, MR Hasan, S Ghosh and MZ Hossain
ACIIDS 2024
[Code]

Published research

If you can't access the pdf of any of my published paper, don't hesitate to contact me.

Journals

MutFusVAE: mutational fusion variational autoencoder for predicting primary sites of cancer
Z Chen, M Jobayer, MR Hasan, KA Ahmed and MZ Hossain
Procedia Computer Science, Elsevier. (IJCNN 2023 workshop)
[ScienceDirect] [PDF] [Code]

        
@article{chen2023mutfusvae,
    title = {{MutFusVAE}: Mutational Fusion Variational Autoencoder for Predicting Primary Sites of Cancer},
    author = {Chen, Zhongrui and Jobayer, Md and Hasan, Md Rakibul and Ahmed, Khandaker Asif and Hossain, Md Zakir},
    journal = {Procedia Computer Science},
    volume = {222},
    pages = {272--283},
    year = {2023},
    note = {International Neural Network Society Workshop on Deep Learning Innovations and Applications (INNS DLIA 2023)},
    doi = {10.1016/j.procs.2023.08.166}
}

A systematic review on predicting PV system parameters using machine learning
M Jobayer, MAH Shaikat, MN Rashid and MR Hasan
Heliyon (SJR: Q1), 9(6), e16815, 2023.
[ScienceDirect] [Cell Press] [PDF]

        
@article{jobayer2023systematic,
    title={A Systematic Review on Predicting {PV} System Parameters Using Machine Learning},
    author={Jobayer, Md and Shaikat, Md Al Hasan and Rashid, Md Naimur and Hasan, Md Rakibul},
    journal={Heliyon},
    volume={9},
    number={6},
    pages={e16815},
    year={2023},
    doi={10.1016/j.heliyon.2023.e16815}
}

Machine learning to analyse omic-data for COVID-19 diagnosis and prognosis
X Liu, MR Hasan, KA Ahmed and MZ Hossain
BMC Bioinformatics (SJR: Q1), 24(1), 1–20, 2023.
[BMC] [PDF] [Code]

        
@article{liu2023machine,
    title={Machine Learning to Analyse Omic-Data for {COVID}-19 Diagnosis and Prognosis},
    author={Liu, Xuehan and Hasan, Md Rakibul and Ahmed, Khandaker Asif and Hossain, Md Zakir},
    journal={BMC Bioinformatics},
    volume={24},
    number={7},
    pages={1--20},
    year={2023},
    doi={10.1186/s12859-022-05127-6}
}

Effect of vocal tract dynamics on neural network-based speech recognition: A Bengali language-based study
MR Hasan, MM Hasan and MZ Hossain
Expert Systems (SJR: Q2), 39(9), e13045, 2022.
[Wiley Online Library] [PDF] [Code]

            
@article{hasan2022effect,
    title={Effect of Vocal Tract Dynamics on Neural Network-Based Speech Recognition: A {Bengali} Language-Based Study},
    author={Hasan, Md Rakibul and Hasan, Md Mahbub and Hossain, Md Zakir},
    journal={Expert Systems},
    volume={39},
    number={9},
    pages={e13045},
    year={2022},
    publisher={Wiley Online Library},
    doi={10.1111/exsy.13045}
}

How many Mel‐frequency cepstral coefficients to be utilized in speech recognition? A study with the Bengali language
MR Hasan, MM Hasan and MZ Hossain
The Journal of Engineering, (SJR: Q1), 2021(12), 817–827.
[Wiley Online Library] [PDF] [Code]

            
@article{hasan2021how,
    title={How Many {M}el-Frequency Cepstral Coefficients to Be Utilized in Speech Recognition? A Study with the {B}engali Language},
    author={Hasan, Md Rakibul and Hasan, Md Mahbub and Hossain, Md Zakir},
    journal={The Journal of Engineering},
    volume={2021},
    number={12},
    pages={817--827},
    year={2021},
    publisher={Wiley Online Library},
    doi={10.1049/tje2.12082}
}

Conferences

LLM-GEm: Large Language Model-Guided Prediction of People's Empathy Levels towards Newspaper Article
MR Hasan, MZ Hossain, T Gedeon and S Rahman
EACL 2024
[ACL Anthology] [PDF] [Code]

        
@inproceedings{hasan2024llm-gem,
    title = {{LLM}-{GE}m: Large Language Model-Guided Prediction of People's Empathy Levels towards Newspaper Article},
    author = {Hasan, Md Rakibul and Hossain, Md Zakir and Gedeon, Tom and Rahman, Shafin},
    editor = {Graham, Yvette and Purver, Matthew},
    booktitle = {Findings of the Association for Computational Linguistics: EACL 2024},
    month = {3},
    year = {2024},
    pages = {2215--2231},
    address = {St. Julian{'}s, Malta},
    publisher = {Association for Computational Linguistics},
    url = {https://aclanthology.org/2024.findings-eacl.147}
}

Thesis Proposal: Detecting Empathy Using Multimodal Language Model
MR Hasan, MZ Hossain, A Krishna, S Rahman and T Gedeon
EACL SRW 2024
[ACL Anthology] [PDF]

    
@inproceedings{hasan2024thesis,
    title = {Thesis Proposal: Detecting Empathy Using Multimodal Language Model},
    author = {Hasan, Md Rakibul and Hossain, Md Zakir and Krishna, Aneesh and Rahman, Shafin and Gedeon, Tom},
    booktitle = {Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics: Student Research Workshop},
    month = {3},
    year = {2024},
    pages = {338--349},
    address = {St. Julian{'}s, Malta},
    publisher = {Association for Computational Linguistics},
    url = {https://aclanthology.org/2024.eacl-srw.27}
}

C3-PO: A Convolutional Neural Network for COVID Onset Prediction from Cough Sounds
X Chen, AR Khan, MR Hasan, T Gedeon and MZ Hossain
MMM 2024, Amsterdam, The Netherlands.
[Springer Link] [PDF] [Code]

    
@inproceedings{chen2023C3-PO,
    title = {C3-PO: A Convolutional Neural Network for COVID Onset Prediction from Cough Sounds},
    author = {Chen, Xiangyu and Khan, Md Ayshik Rahman and Hasan, Md Rakibul and Gedeon, Tom and Hossain, Md Zakir},
    editor = {Rudinac, Stevan and Hanjalic, Alan and Liem, Cynthia and Worring, Marcel and J{\'o}nsson, Bj{\"o}rn Þ{\'o}r and Liu, Bei and Yamakata, Yoko},
    booktitle = {MultiMedia Modeling},
    pages = {355--368},
    year = {2024},
    address = {Cham},
    publisher = {Springer Nature Switzerland},
    doi = {10.1007/978-3-031-53311-2_26}
}

MaskTheFER: Mask-Aware Facial Expression Recognition using Convolutional Neural Network
C Jiang*, MR Hasan*, T Gedeon and MZ Hossain
DICTA 2023, Australia. (in press)
[IEEE Xplore] [PDF] [Code]

        
@inproceedings{jiang2023maskthefer,
    title={{MaskTheFER}: Mask-Aware Facial Expression Recognition using Convolutional Neural Network},
    author={Jiang, Cheng and Hasan, Md Rakibul and Gedeon, Tom and Hossain, Md Zakir},
    booktitle={2023 International Conference on Digital Image Computing: Techniques and Applications (DICTA)},
    year={2023},
    pages={456--463},
    organization={IEEE},
    doi={10.1109/DICTA60407.2023.00069}
}

How do native and non-native listeners differ? Investigation with dominant frequency bands in auditory evoked potential
Y Zhou*, MR Hasan*, MM Hasan, A Zia and MZ Hossain
ICONIP 2023, Changsha, China.
[Springer Link] [PDF] [Presentation Video]

        
@inproceedings{zhou2024how,
    title={How do native and non-native listeners differ? Investigation with dominant frequency bands in auditory evoked potential},
    author={Zhou, Yifan and Hasan, Md Rakibul and Hasan, Md Mahbub and Zia, Ali and Hossain, Md Zakir},
    editor={Luo, Biao and Cheng, Long and Wu, Zheng-Guang and Li, Hongyi and Li, Chaojie},
    booktitle={Neural Information Processing},
    year={2024},
    pages={350--361},
    publisher={Springer Nature Singapore},
    doi={10.1007/978-981-99-8138-0_28}
}

Prosthetic Exo-leg: A Functional Robotic Leg-suit to Assist Patients with Transfemoral Amputation
FY Nipa, FU Enam, MTA Abir, MA Mahin, AHMA Rahim, MMH Shawon and MR Hasan
IEEE Region 10 Technical Conference (TENCON 2023) (Best-Paper Award)
[IEEE Xplore] [PDF]

        
@inproceedings{wafiq2023iot,
    title={Prosthetic Exo-Leg: A Functional Robotic Leg Suit to Assist Patients with Transfemoral Amputation},
    author={Nipa, Fahmida Yasmin and Enam, Fahin Uddin and Ahmed Abir, Md. Tahsin and Mahin, Musa Ahammed and Rahim, A.H.M.A. and Hasan Shawon, Md. Mehedi and Hasan, Md. Rakibul},
    booktitle={TENCON 2023 - 2023 IEEE Region 10 Conference (TENCON)}, 
    year={2023},
    pages={954--959},
    organization={IEEE},
    doi={10.1109/TENCON58879.2023.10322482}
}

Curtin OCAI at WASSA 2023 Empathy, Emotion and Personality Shared Task: Demographic-Aware Prediction Using Multiple Transformers
MR Hasan, MZ Hossain, T Gedeon, S Soon and S Rahman
ACL 2023 WASSA workshop
[ACL Anthology] [PDF] [Code] [Presentation Video]

                    
@inproceedings{hasan2023curtin,
    title = {Curtin {OCAI} at {WASSA} 2023 Empathy, Emotion and Personality Shared Task: Demographic-Aware Prediction Using Multiple Transformers},
    author = {Hasan, Md Rakibul and Hossain, Md Zakir and Gedeon, Tom and Soon, Susannah and Rahman, Shafin},
    booktitle = {Proceedings of the 13th Workshop on Computational Approaches to Subjectivity, Sentiment, {\&} Social Media Analysis},
    month = {7},
    year = {2023},
    pages = {536--541},
    address = {Toronto, Canada},
    publisher = {Association for Computational Linguistics},
    doi = {10.18653/v1/2023.wassa-1.47}
}

An IoT-Based Bed Fall Prediction System Using Force Sensitive Resistor
MF Wafiq, M Taz, F Nowrin, A Chowdhury, AH Rahim, MMH Shawon, MR Hasan and T Mahmud
IEEE Region 10 Symposium (TENSYMP 2023), Canberra, Austalia.
[IEEE Xplore] [PDF]

        
@inproceedings{wafiq2023iot,
    title={An {IoT}-Based Bed Fall Prediction System Using Force Sensitive Resistor}, 
    author={Wafiq, Md Fahad and Taz, Mohsina and Nowrin, Fariha and Chowdhury, Abrar Mahmud and Rahim, A.H.M.A. and Shawon, Md. Mehedi Hasan and Hasan, Md Rakibul and Mahmud, Tasfin},
    booktitle={2023 IEEE Region 10 Symposium (TENSYMP)}, 
    year={2023},
    pages={1-6},
    organization={IEEE},
    doi={10.1109/TENSYMP55890.2023.10223481}
}

Experimental Evaluation of the Performance: A Novel Bi-Facial PV Panel
TM Mahim, A Miah, AH Rahim, MR Hasan, MMH Shawon and T Mahmud
IEEE Region 10 Symposium (TENSYMP 2023). Canberra, Austalia.
[IEEE Xplore] [PDF]

        
@inproceedings{mahim2023experimental,
    title={Experimental Evaluation of the Performance: A Novel Bi-Facial {PV} Panel}, 
    author={Mahim, Tanvir M. and Miah, Adnan and Rahim, A.H.M.A. and Hasan, Md Rakibul and Shawon, Md. Mehedi Hasan and Mahmud, Tasfin},
    booktitle={2023 IEEE Region 10 Symposium (TENSYMP)}, 
    year={2023},
    pages={1-6},
    organization={IEEE},
    doi={10.1109/TENSYMP55890.2023.10223485}
}

Which features are useful in machine learning-based COVID-19 prognostication? A meta-analysis
M Mahmud, MR Hasan, R Najjar and MZ Hossain
IEEE 11th ICHI 2023, USA.
[IEEE Xplore] [PDF]

        
@inproceedings{mahmud2023which,
    title = {Which Features Are Useful in Machine Learning-Based {COVID}-19 Prognostication? A Meta-Analysis},
    author = {Mahmud, Minhaz and Hasan, Md Rakibul and Najjar, Reabal and Hossain, Md Zakir},
    booktitle = {2023 IEEE 11th International Conference on Healthcare Informatics (ICHI)},
    year = {2023},
    organization = {IEEE},
    pages = {145--149},
    doi = {10.1109/ICHI57859.2023.00029}
}

Machine learning to diagnose neurodegenerative multiple sclerosis disease
JS Lam, MR Hasan, KA Ahmed and MZ Hossain
Asian Conference on Intelligent Information and Database Systems (ACIIDS 2022)
[Springer Link] [PDF]

        
@inproceedings{lam2022machine,
    title={Machine Learning to Diagnose Neurodegenerative Multiple Sclerosis Disease},
    author={Lam, Jin Si and Hasan, Md Rakibul and Ahmed, Khandaker Asif and Hossain, Md Zakir},
    editor={Szczerbicki, Edward and Wojtkiewicz, Krystian and Nguyen, Sinh Van and Pietranik, Marcin and Kr{\'o}tkiewicz, Marek},
    booktitle={Recent Challenges in Intelligent Information and Database Systems},
    year={2022},
    publisher={Springer Nature Singapore},
    address={Singapore},
    pages={251--262},
    doi={10.1007/978-981-19-8234-7_20}
}

Diagnosing autism spectrum disorder using ensemble 3D-CNN: A preliminary study
J Deng, MR Hasan, M Mahmud, MM Hasan, KA Ahmed and MZ Hossain
IEEE International Conference on Image Processing (ICIP 2022) (pp. 3480–3484). Bordeaux, France.
[IEEE Xplore] [PDF] [Presentation Video]

        
@inproceedings{deng2022diagnosing,
    title={Diagnosing Autism Spectrum Disorder Using Ensemble {3D-CNN}: A Preliminary Study},
    author={Deng, Jingsheng and Hasan, Md Rakibul and Mahmud, Minhaz and Hasan, Md Mahbub and Ahmed, Khandaker Asif and Hossain, Md Zakir},
    booktitle={2022 IEEE International Conference on Image Processing (ICIP)},
    pages={3480--3484},
    year={2022},
    organization={IEEE},
    doi={10.1109/ICIP46576.2022.9897628}
}

Machine learning for predicting cancer severity
A Qin, MR Hasan, KA Ahmed and MZ Hossain
IEEE 10th International Conference on Healthcare Informatics (ICHI 2022). USA.
[IEEE Xplore] [PDF]

        
@inproceedings{qin2022machine,
    title={Machine Learning for Predicting Cancer Severity},
    author={Qin, Alex and Hasan, Md Rakibul and Ahmed, Khandaker Asif and Hossain, Md Zakir},
    booktitle={2022 IEEE 10th International Conference on Healthcare Informatics (ICHI)},
    pages={527--529},
    year={2022},
    organization={IEEE},
    doi={10.1109/ICHI54592.2022.00098}
}

Outcomes of deep neural network hyperparameter tuning on Bengali speech token classification
MR Hasan, MM Hasan and MZ Hossain
IEEE International Conference on Innovations in Science, Engineering and Technology (ICISET 2022) (pp. 445–450). Chittagong, Bangladesh.
[IEEE Xplore] [PDF] [Code] [Presentation Video]

        
@inproceedings{hasan2022outcomes,
    title={Outcomes of Deep Neural Network Hyperparameter Tuning on Bengali Speech Token Classification},
    author={Hasan, Md Rakibul and Hasan, Md Mahbub and Hossain, Md Zakir},
    booktitle={2022 International Conference on Innovations in Science, Engineering and Technology (ICISET)},
    pages={445--450},
    year={2022},
    organization={IEEE},
    doi={10.1109/ICISET54810.2022.9775837}
}

An evolutionary-based neural network for distinguishing between genuine and posed anger from observers’ pupillary responses
Wu, F., MR Hasan and MZ Hossain
14th International Conference on Agents and Artificial Intelligence (ICAART 2022) (pp. 653–661). SciTePress.
[SciTePress] [PDF] [Presentation Video]

        
@conference{wu2022evolutionary,
    author={Wu, Fan and Hasan, Md Rakibul and Hossain, Md Zakir},
    title={An Evolutionary-based Neural Network for Distinguishing between Genuine and Posed Anger from Observers’ Pupillary Responses},
    booktitle={Proceedings of the 14th International Conference on Agents and Artificial Intelligence - Volume 2: ICAART},
    year={2022},
    pages={653--661},
    publisher={SciTePress},
    organization={INSTICC},
    doi={10.5220/0010985100003116}
}

The eigenvalue distribution of Hankel matrix: A tool for spectral estimation from noisy data
Islam, A., MR Hasan, MZ Hossain and MM Hasan
24th International Conference on Computer and Information Technology (ICCIT 2021), IEEE. Dhaka, Bangladesh.
[IEEE Xplore] [PDF]

        
@inproceedings{islam2021eigenvalue,
    title={The Eigenvalue Distribution of {H}ankel Matrix: A Tool for Spectral Estimation From Noisy Data},
    author={Islam, Ahsanul and Hasan, Md Rakibul and Hossain, Md Zakir and Hasan, Md Mahbub},
    booktitle={2021 24th International Conference on Computer and Information Technology (ICCIT)},
    pages={1--6},
    year={2021},
    organization={IEEE},
    doi={10.1109/ICCIT54785.2021.9689845}
}

Increasing throughput and reducing storage bloating problem using IPFS and dual-blockchain method
SH Sohan, M Mahmud, MAB Sikder, FS Hossain and MR Hasan
IEEE International Conference on Robotics, Electrical and Signal Processing Techniques (ICREST 2021) (pp. 732–736). Dhaka, Bangladesh.
[IEEE Xplore] [PDF]

        
@inproceedings{sohan2021increasing,
    title={Increasing Throughput and Reducing Storage Bloating Problem Using {IPFS} and Dual-Blockchain Method},
    author={Sohan, MD Soharab Hossain and Mahmud, Minhaz and Sikder, MA Baten and Hossain, Fakir Sharif and Hasan, Md Rakibul},
    booktitle={2021 2nd International Conference on Robotics, Electrical and Signal Processing Techniques (ICREST)},
    pages={732--736},
    year={2021},
    organization={IEEE},
    doi={10.1109/ICREST51555.2021.9331254}
}

Noninvasive blood glucose measurement using live video by smartphone
J Sumaiya, MR Hasan and E Hossain
8th IEEE R10 Humanitarian Technology Conference (R10-HTC 2020). Kuching, Malaysia.
[IEEE Xplore] [PDF] [Presentation Video]

        
@inproceedings{sumaiya2020noninvasive,
    title={Noninvasive Blood Glucose Measurement Using Live Video by Smartphone},
    author={Sumaiya, Jannatun and Hasan, Md Rakibul and Hossain, Eklas},
    booktitle={2020 IEEE 8th R10 Humanitarian Technology Conference (R10-HTC)},
    pages={1--6},
    year={2020},
    organization={IEEE},
    doi={10.1109/R10-HTC49770.2020.9357018}
}

Investigation of the effect of MFCC variation on the convolutional neural network-based speech classification
MR Hasan and MM Hasan
IEEE Region 10 Symposium (TENSYMP 2020) (pp. 1408–1411). Dhaka, Bangladesh.
[IEEE Xplore] [PDF] [Code] [Presentation Video]

        
@inproceedings{hasan2020investigation,
    title={Investigation of the Effect of {MFCC} Variation on the Convolutional Neural Network-Based Speech Classification},
    author={Hasan, Md Rakibul and Hasan, Md Mahbub},
    booktitle={2020 IEEE Region 10 Symposium (TENSYMP)},
    pages={1408--1411},
    year={2020},
    organization={IEEE},
    doi={10.1109/TENSYMP50017.2020.9230697}
}

IoT based smart energy management in residential applications
MR Hasan, E Hossain, HM Resalat Faruque and T Sultan
IEEE International Conference on Advances in Science, Engineering and Robotics Technology (ICASERT 2019). Dhaka, Bangladesh.
[IEEE Xplore] [PDF] [Code]

        
@inproceedings{hasan2019iot,
    title={{IoT} Based Smart Energy Management in Residential Applications},
    author={Hasan, Md Rakibul and Hossain, Eklas and Faruque, Hossain Mansur Resalat and Sultan, Tipu},
    booktitle={2019 1st International Conference on Advances in Science, Engineering and Robotics Technology (ICASERT)},
    pages={1--6},
    year={2019},
    organization={IEEE},
    doi={10.1109/ICASERT.2019.8934523}
}

Others

Thesis

Investigation into the Effect of Dynamic Acoustical Features in Deep Neural Network-based Speech Classification
MR Hasan
Khulna University of Engineering & Technology, Khulna, Bangladesh. Oct 2021.
[ResearchGate] [PDF] [Code]

        
@mastersthesis{hasan2021investigation,
    title={Investigation into the Effect of Dynamic Acoustical Features in Deep Neural Network-based Speech Classification},
    author={Hasan, Md Rakibul},
    school={Khulna University of Engineering \& Technology},
    year={2021},
    doi={10.13140/RG.2.2.32371.91686}
}

Datasets

MaskedFER2023 and MaskedCK+: Face-masked FER2013 and CK+ datasets for mask-aware facial expression recognition
C Jiang*, MR Hasan*, T Gedeon and MZ Hossain
Mendeley Data, 2023.
[Mendeley]

        
@misc{jiang2023maskedfer2023,
    title={{MaskedFER2023} and {MaskedCK}+: Face-masked {FER2013} and {CK+} datasets for mask-aware facial expression recognition},
    author={Jiang, Cheng and Hasan, Md Rakibul and Gedeon, Tom and Hossain, Md Zakir},
    howpublished={Mendeley Data},
    note={V1},
    year={2023},
    doi={10.17632/sp3xssmzbg.1}
}

Isolated Bengali vowel and word speech sounds
MR Hasan and MM Hasan
Mendeley Data, 2021.
[Mendeley]

        
@misc{hasan2021isolated,
    title={Isolated {B}engali Vowel and Word Speech Sounds},
    author={Hasan, Md Rakibul and Hasan, Md Mahbub},
    howpublished={Mendeley Data},
    note={V1},
    year={2021},
    doi={10.17632/2h6975kdsx.1}
}