Deep learning in mining biological data.
Mahmud, M.; Kaiser, M S.; McGinnity, T M.; and Hussain, A.
Cognitive computation, 13(1): 1–33. 2021.
link
bibtex
@article{mahmud2021deep,
title={Deep learning in mining biological data},
author={Mahmud, Mufti and Kaiser, M Shamim and McGinnity, T Martin and Hussain, Amir},
journal={Cognitive computation},
volume={13},
number={1},
pages={1--33},
year={2021},
publisher={Springer US New York}
}
One-shot cluster-based approach for the detection of COVID–19 from chest X–ray images.
Aradhya, V. M.; Mahmud, M.; Guru, D.; Agarwal, B.; and Kaiser, M S.
Cognitive Computation, 13(4): 873–881. 2021.
link
bibtex
@article{aradhya2021one,
title={One-shot cluster-based approach for the detection of COVID--19 from chest X--ray images},
author={Aradhya, VN Manjunath and Mahmud, Mufti and Guru, DS and Agarwal, Basant and Kaiser, M Shamim},
journal={Cognitive Computation},
volume={13},
number={4},
pages={873--881},
year={2021},
publisher={Springer US New York}
}
Trust IoHT: a trust management model for internet of healthcare things.
Esha, N. H.; Tasmim, M. R.; Huq, S.; Mahmud, M.; and Kaiser, M S.
In
Proceedings of International Conference on Data Science and Applications: ICDSA 2019, pages 47–57, 2021. Springer Singapore
link
bibtex
@inproceedings{esha2021trust,
title={Trust IoHT: a trust management model for internet of healthcare things},
author={Esha, Naznin Hossain and Tasmim, Mst Rubayat and Huq, Silvia and Mahmud, Mufti and Kaiser, M Shamim},
booktitle={Proceedings of International Conference on Data Science and Applications: ICDSA 2019},
pages={47--57},
year={2021},
organization={Springer Singapore}
}
Healthcare robots to combat COVID-19.
Kaiser, M S.; Al Mamun, S.; Mahmud, M.; and Tania, M. H.
COVID-19: Prediction, decision-making, and its impacts,83–97. 2021.
link
bibtex
12 downloads
@article{kaiser2021healthcare,
title={Healthcare robots to combat COVID-19},
author={Kaiser, M Shamim and Al Mamun, Shamim and Mahmud, Mufti and Tania, Marzia Hoque},
journal={COVID-19: Prediction, decision-making, and its impacts},
pages={83--97},
year={2021},
publisher={Springer Singapore}
}
Machine learning in fighting pandemics: a COVID-19 case study.
Mahmud, M.; and Kaiser, M S.
COVID-19: prediction, decision-making, and its impacts,77–81. 2021.
link
bibtex
1 download
@article{mahmud2021machine,
title={Machine learning in fighting pandemics: a COVID-19 case study},
author={Mahmud, Mufti and Kaiser, M Shamim},
journal={COVID-19: prediction, decision-making, and its impacts},
pages={77--81},
year={2021},
publisher={Springer Singapore}
}
A blockchain-based scheme for sybil attack detection in underwater wireless sensor networks.
Arifeen, M. M.; Al Mamun, A.; Ahmed, T.; Kaiser, M S.; and Mahmud, M.
In
Proceedings of International Conference on Trends in Computational and Cognitive Engineering: Proceedings of TCCE 2020, pages 467–476, 2021. Springer Singapore
link
bibtex
@inproceedings{arifeen2021blockchain,
title={A blockchain-based scheme for sybil attack detection in underwater wireless sensor networks},
author={Arifeen, Md Murshedul and Al Mamun, Abdullah and Ahmed, Tanvir and Kaiser, M Shamim and Mahmud, Mufti},
booktitle={Proceedings of International Conference on Trends in Computational and Cognitive Engineering: Proceedings of TCCE 2020},
pages={467--476},
year={2021},
organization={Springer Singapore}
}
A combined framework of interplanetary file system and blockchain to securely manage electronic medical records.
Al Mamun, A.; Faruk Jahangir, M. U.; Azam, S.; Kaiser, M S.; and Karim, A.
In
Proceedings of International Conference on Trends in Computational and Cognitive Engineering: Proceedings of TCCE 2020, pages 501–511, 2021. Springer Singapore
link
bibtex
1 download
@inproceedings{al2021combined,
title={A combined framework of interplanetary file system and blockchain to securely manage electronic medical records},
author={Al Mamun, Abdullah and Faruk Jahangir, Md Umor and Azam, Sami and Kaiser, M Shamim and Karim, Asif},
booktitle={Proceedings of International Conference on Trends in Computational and Cognitive Engineering: Proceedings of TCCE 2020},
pages={501--511},
year={2021},
organization={Springer Singapore}
}
Towards a blockchain-based supply chain management for e-agro business system.
Al-Amin, S.; Sharkar, S. R.; Kaiser, M S.; and Biswas, M.
In
Proceedings of International Conference on Trends in Computational and Cognitive Engineering: Proceedings of TCCE 2020, pages 329–339, 2021. Springer Singapore
link
bibtex
@inproceedings{al2021towards,
title={Towards a blockchain-based supply chain management for e-agro business system},
author={Al-Amin, Sm and Sharkar, Shipra Rani and Kaiser, M Shamim and Biswas, Milon},
booktitle={Proceedings of International Conference on Trends in Computational and Cognitive Engineering: Proceedings of TCCE 2020},
pages={329--339},
year={2021},
organization={Springer Singapore}
}
Anomaly detection in electroencephalography signal using deep learning model.
Tahura, S.; Hasnat Samiul, S.; Shamim Kaiser, M; and Mahmud, M.
In
Proceedings of International Conference on Trends in Computational and Cognitive Engineering: Proceedings of TCCE 2020, pages 205–217, 2021. Springer Singapore
link
bibtex
@inproceedings{tahura2021anomaly,
title={Anomaly detection in electroencephalography signal using deep learning model},
author={Tahura, Sharaban and Hasnat Samiul, SM and Shamim Kaiser, M and Mahmud, Mufti},
booktitle={Proceedings of International Conference on Trends in Computational and Cognitive Engineering: Proceedings of TCCE 2020},
pages={205--217},
year={2021},
organization={Springer Singapore}
}
Secured smart healthcare system: blockchain and Bayesian inference based approach.
Farhin, F.; Kaiser, M S.; and Mahmud, M.
In
Proceedings of International Conference on Trends in Computational and Cognitive Engineering: Proceedings of TCCE 2020, pages 455–465, 2021. Springer Singapore
link
bibtex
@inproceedings{farhin2021secured,
title={Secured smart healthcare system: blockchain and Bayesian inference based approach},
author={Farhin, Fahiba and Kaiser, M Shamim and Mahmud, Mufti},
booktitle={Proceedings of International Conference on Trends in Computational and Cognitive Engineering: Proceedings of TCCE 2020},
pages={455--465},
year={2021},
organization={Springer Singapore}
}
iWorkSafe: towards healthy workplaces during COVID-19 with an intelligent pHealth App for industrial settings.
Kaiser, M S.; Mahmud, M.; Noor, M. B. T.; Zenia, N. Z.; Al Mamun, S.; Mahmud, K. A.; Azad, S.; Aradhya, V. M.; Stephan, P.; Stephan, T.; and others
Ieee Access, 9: 13814–13828. 2021.
link
bibtex
@article{kaiser2021iworksafe,
title={iWorkSafe: towards healthy workplaces during COVID-19 with an intelligent pHealth App for industrial settings},
author={Kaiser, M Shamim and Mahmud, Mufti and Noor, Manan Binth Taj and Zenia, Nusrat Zerin and Al Mamun, Shamim and Mahmud, KM Abir and Azad, Saiful and Aradhya, VN Manjunath and Stephan, Punitha and Stephan, Thompson and others},
journal={Ieee Access},
volume={9},
pages={13814--13828},
year={2021},
publisher={IEEE}
}
Towards an accelerometer-based elderly fall detection system using cross-disciplinary time series features.
Al Nahian, M. J.; Ghosh, T.; Al Banna, M. H.; Aseeri, M. A; Uddin, M. N.; Ahmed, M. R.; Mahmud, M.; and Kaiser, M S.
IEEE Access, 9: 39413–39431. 2021.
link
bibtex
@article{al2021towards,
title={Towards an accelerometer-based elderly fall detection system using cross-disciplinary time series features},
author={Al Nahian, Md Jaber and Ghosh, Tapotosh and Al Banna, Md Hasan and Aseeri, Mohammed A and Uddin, Mohammed Nasir and Ahmed, Muhammad Raisuddin and Mahmud, Mufti and Kaiser, M Shamim},
journal={IEEE Access},
volume={9},
pages={39413--39431},
year={2021},
publisher={IEEE}
}
COVID-19 infection detection from chest X-ray images using hybrid social group optimization and support vector classifier.
Singh, A. K.; Kumar, A.; Mahmud, M.; Kaiser, M S.; and Kishore, A.
Cognitive Computation,1–13. 2021.
link
bibtex
1 download
@article{singh2021covid,
title={COVID-19 infection detection from chest X-ray images using hybrid social group optimization and support vector classifier},
author={Singh, Asu Kumar and Kumar, Anupam and Mahmud, Mufti and Kaiser, M Shamim and Kishore, Akshat},
journal={Cognitive Computation},
pages={1--13},
year={2021},
publisher={Springer US}
}
Attention-based bi-directional long-short term memory network for earthquake prediction.
Al Banna, M. H.; Ghosh, T.; Al Nahian, M. J.; Taher, K. A.; Kaiser, M S.; Mahmud, M.; Hossain, M. S.; and Andersson, K.
IEEE Access, 9: 56589–56603. 2021.
link
bibtex
@article{al2021attention,
title={Attention-based bi-directional long-short term memory network for earthquake prediction},
author={Al Banna, Md Hasan and Ghosh, Tapotosh and Al Nahian, Md Jaber and Taher, Kazi Abu and Kaiser, M Shamim and Mahmud, Mufti and Hossain, Mohammad Shahadat and Andersson, Karl},
journal={IEEE Access},
volume={9},
pages={56589--56603},
year={2021},
publisher={IEEE}
}
Artificial intelligence and machine learning for ensuring security in smart cities.
Ahmed, S.; Hossain, M. F.; Kaiser, M S.; Noor, M. B. T.; Mahmud, M.; and Chakraborty, C.
In
Data-Driven Mining, Learning and Analytics for Secured Smart Cities: Trends and Advances, pages 23–47. Springer International Publishing Cham, 2021.
link
bibtex
@incollection{ahmed2021artificial,
title={Artificial intelligence and machine learning for ensuring security in smart cities},
author={Ahmed, Sabbir and Hossain, Md Farhad and Kaiser, M Shamim and Noor, Manan Binth Taj and Mahmud, Mufti and Chakraborty, Chinmay},
booktitle={Data-Driven Mining, Learning and Analytics for Secured Smart Cities: Trends and Advances},
pages={23--47},
year={2021},
publisher={Springer International Publishing Cham}
}
Short-term prediction of COVID-19 cases using machine learning models.
Satu, M. S.; Howlader, K. C.; Mahmud, M.; Kaiser, M S.; Shariful Islam, S. M.; Quinn, J. M.; Alyami, S. A; and Moni, M. A.
Applied Sciences, 11(9): 4266. 2021.
link
bibtex
@article{satu2021short,
title={Short-term prediction of COVID-19 cases using machine learning models},
author={Satu, Md Shahriare and Howlader, Koushik Chandra and Mahmud, Mufti and Kaiser, M Shamim and Shariful Islam, Sheikh Mohammad and Quinn, Julian MW and Alyami, Salem A and Moni, Mohammad Ali},
journal={Applied Sciences},
volume={11},
number={9},
pages={4266},
year={2021},
publisher={MDPI}
}
Security threats and artificial intelligence based countermeasures for internet of things networks: a comprehensive survey.
Zaman, S.; Alhazmi, K.; Aseeri, M. A; Ahmed, M. R.; Khan, R. T.; Kaiser, M S.; and Mahmud, M.
Ieee Access, 9: 94668–94690. 2021.
link
bibtex
@article{zaman2021security,
title={Security threats and artificial intelligence based countermeasures for internet of things networks: a comprehensive survey},
author={Zaman, Shakila and Alhazmi, Khaled and Aseeri, Mohammed A and Ahmed, Muhammad Raisuddin and Khan, Risala Tasin and Kaiser, M Shamim and Mahmud, Mufti},
journal={Ieee Access},
volume={9},
pages={94668--94690},
year={2021},
publisher={IEEE}
}
Covid-19 detection using chest x-ray images with a regnet structured deep learning model.
Mahbub, M. K.; Biswas, M.; Miah, A. M.; Shahabaz, A.; and Kaiser, M S.
In
Applied Intelligence and Informatics: First International Conference, AII 2021, Nottingham, UK, July 30–31, 2021, Proceedings 1, pages 358–370, 2021. Springer International Publishing
link
bibtex
@inproceedings{mahbub2021covid,
title={Covid-19 detection using chest x-ray images with a regnet structured deep learning model},
author={Mahbub, Md Kawsher and Biswas, Milon and Miah, Abdul Mozid and Shahabaz, Ahmed and Kaiser, M Shamim},
booktitle={Applied Intelligence and Informatics: First International Conference, AII 2021, Nottingham, UK, July 30--31, 2021, Proceedings 1},
pages={358--370},
year={2021},
organization={Springer International Publishing}
}
Artificial intelligence and internet of things in screening and management of autism spectrum disorder.
Ghosh, T.; Al Banna, M. H.; Rahman, M. S.; Kaiser, M S.; Mahmud, M.; Hosen, A. S.; and Cho, G. H.
Sustainable Cities and Society, 74: 103189. 2021.
link
bibtex
@article{ghosh2021artificial,
title={Artificial intelligence and internet of things in screening and management of autism spectrum disorder},
author={Ghosh, Tapotosh and Al Banna, Md Hasan and Rahman, Md Sazzadur and Kaiser, M Shamim and Mahmud, Mufti and Hosen, ASM Sanwar and Cho, Gi Hwan},
journal={Sustainable Cities and Society},
volume={74},
pages={103189},
year={2021},
publisher={Elsevier}
}
Towards Machine Learning Based Intrusion Detection in IoT Networks.
Islam, N.; Farhin, F.; Sultana, I.; Kaiser, M S.; Rahman, M. S.; Mahmud, M.; SanwarHosen, A.; and Cho, G. H.
Computers, Materials & Continua, 69(2). 2021.
link
bibtex
@article{islam2021towards,
title={Towards Machine Learning Based Intrusion Detection in IoT Networks.},
author={Islam, Nahida and Farhin, Fahiba and Sultana, Ishrat and Kaiser, M Shamim and Rahman, Md Sazzadur and Mahmud, Mufti and SanwarHosen, ASM and Cho, Gi Hwan},
journal={Computers, Materials \& Continua},
volume={69},
number={2},
year={2021}
}
An artificial intelligence based approach towards inclusive healthcare provisioning in society 5.0: a perspective on brain disorder.
Al Mamun, S.; Kaiser, M S.; and Mahmud, M.
In
International Conference on Brain Informatics, pages 157–169, 2021. Springer International Publishing Cham
link
bibtex
1 download
@inproceedings{al2021artificial,
title={An artificial intelligence based approach towards inclusive healthcare provisioning in society 5.0: a perspective on brain disorder},
author={Al Mamun, Shamim and Kaiser, M Shamim and Mahmud, Mufti},
booktitle={International Conference on Brain Informatics},
pages={157--169},
year={2021},
organization={Springer International Publishing Cham}
}
Indoor navigation support system for patients with neurodegenerative diseases.
Biswas, M.; Rahman, A.; Kaiser, M S.; Al Mamun, S.; Ebne Mizan, K S.; Islam, M. S.; and Mahmud, M.
In
Brain Informatics: 14th International Conference, BI 2021, Virtual Event, September 17–19, 2021, Proceedings 14, pages 411–422, 2021. Springer International Publishing
link
bibtex
@inproceedings{biswas2021indoor,
title={Indoor navigation support system for patients with neurodegenerative diseases},
author={Biswas, Milon and Rahman, Ashiqur and Kaiser, M Shamim and Al Mamun, Shamim and Ebne Mizan, K Shayekh and Islam, Mohammad Shahidul and Mahmud, Mufti},
booktitle={Brain Informatics: 14th International Conference, BI 2021, Virtual Event, September 17--19, 2021, Proceedings 14},
pages={411--422},
year={2021},
organization={Springer International Publishing}
}
An XAI based autism detection: the context behind the detection.
Biswas, M.; Kaiser, M S.; Mahmud, M.; Al Mamun, S.; Hossain, M. S.; and Rahman, M. A.
In
International Conference on Brain Informatics, pages 448–459, 2021. Springer International Publishing Cham
link
bibtex
@inproceedings{biswas2021xai,
title={An XAI based autism detection: the context behind the detection},
author={Biswas, Milon and Kaiser, M Shamim and Mahmud, Mufti and Al Mamun, Shamim and Hossain, Md Shahadat and Rahman, Muhammad Arifur},
booktitle={International Conference on Brain Informatics},
pages={448--459},
year={2021},
organization={Springer International Publishing Cham}
}
Cross-content recommendation between movie and book using machine learning.
Nawar, A.; Toma, N. T.; Al Mamun, S.; Kaiser, M S.; Mahmud, M.; and Rahman, M. A.
In
2021 IEEE 15th international conference on application of information and communication technologies (AICT), pages 1–6, 2021. IEEE
link
bibtex
@inproceedings{nawar2021cross,
title={Cross-content recommendation between movie and book using machine learning},
author={Nawar, Afra and Toma, Nazia Tabassum and Al Mamun, Shamim and Kaiser, M Shamim and Mahmud, Mufti and Rahman, Muhammad Arifur},
booktitle={2021 IEEE 15th international conference on application of information and communication technologies (AICT)},
pages={1--6},
year={2021},
organization={IEEE}
}
ACCU3RATE: A mobile health application rating scale based on user reviews.
Biswas, M.; Tania, M. H.; Kaiser, M S.; Kabir, R.; Mahmud, M.; and Kemal, A. A.
PloS one, 16(12): e0258050. 2021.
link
bibtex
@article{biswas2021accu3rate,
title={ACCU3RATE: A mobile health application rating scale based on user reviews},
author={Biswas, Milon and Tania, Marzia Hoque and Kaiser, M Shamim and Kabir, Russell and Mahmud, Mufti and Kemal, Atika Ahmad},
journal={PloS one},
volume={16},
number={12},
pages={e0258050},
year={2021},
publisher={Public Library of Science San Francisco, CA USA}
}