|
2022 Journal Article Determination of molecular signatures and pathways common to brain tissues of autism spectrum disorder: Insights from comprehensive bioinformatics approachBristy, Sadia Afrin, Islam, A.M. Humyra, Andalib, K.M. Salim, Khan, Umama, Awal, Md Abdul and Rahman, Md Habibur (2022). Determination of molecular signatures and pathways common to brain tissues of autism spectrum disorder: Insights from comprehensive bioinformatics approach. Informatics in Medicine Unlocked, 29 100871, 1-13. doi: 10.1016/j.imu.2022.100871 |
|
2022 Journal Article Bioinformatics and system biology techniques to determine biomolecular signatures and pathways of prion disorderMredul, Md Bazlur Rahman, Khan, Umama, Rana, Humayan Kabir, Meem, Tahera Mahnaz, Awal, Md Abdul, Rahman, Md Habibur and Khan, Md Salauddin (2022). Bioinformatics and system biology techniques to determine biomolecular signatures and pathways of prion disorder. Bioinformatics and Biology Insights, 16, 1-14. doi: 10.1177/11779322221145373 |
|
2021 Conference Publication GWO-XGB: Grey Wolf Optimization-based eXtreme Gradient Boosting for hypertension prediction in BangladeshTahsin, Tasfia, Mumenin, Khondoker Mirazul, Pinki, Farhana Tazmim, Tuli, Anamika Biswas, Sikder, Shahriar, Rahman, Md. Ashfikur, Bulbul, Abdullah Al-Mamun and Awal, Md. Abdul (2021). GWO-XGB: Grey Wolf Optimization-based eXtreme Gradient Boosting for hypertension prediction in Bangladesh. 2021 International Conference on Electronics, Communications and Information Technology (ICECIT), Khulna, Bangladesh, 14-16 September 2021. Piscataway, NJ USA: Institute of Electrical and Electronics Engineers. doi: 10.1109/icecit54077.2021.9641256 |
|
2021 Journal Article Associating measles vaccine uptake classification and its underlying factors using an ensemble of machine learning modelsHasan, Md. Kamrul, Jawad, Md. Tasnim, Dutta, Aishwariya, Awal, Md. Abdul, Islam, Md. Akhtarul, Masud, Mehedi and Al-Amri, Jehad F. (2021). Associating measles vaccine uptake classification and its underlying factors using an ensemble of machine learning models. IEEE Access, 9 9524617, 119613-119628. doi: 10.1109/access.2021.3108551 |
|
2021 Journal Article PreDTIs: Prediction of drug-Target interactions based on multiple feature information using gradient boosting framework with data balancing and feature selection techniquesMahmud, S. M. Hasan, Chen, Wenyu, Liu, Yongsheng, Awal, Md Abdul, Ahmed, Kawsar, Rahman, Md Habibur and Moni, Mohammad Ali (2021). PreDTIs: Prediction of drug-Target interactions based on multiple feature information using gradient boosting framework with data balancing and feature selection techniques. Briefings in Bioinformatics, 22 (5) bbab046. doi: 10.1093/bib/bbab046 |
|
2021 Journal Article Application of WSN in smart grid: present and future perspectivesBulbul, Abdullah Al-Mamun, Jibon, Rayhan Habib, Rahaman, Hasibur, Biswas, Sandipa, Hossain, Md. Bellal and Abdul Awal, Md. (2021). Application of WSN in smart grid: present and future perspectives. International Journal of Sensors, Wireless Communications and Control, 11 (6), 649-665. doi: 10.2174/2210327910999201124211428 |
|
2021 Journal Article Design and optimization of ECG modeling for generating different cardiac dysrhythmiasAwal, Md. Abdul, Mostafa, Sheikh Shanawaz, Ahmad, Mohiuddin, Alahe, Mohammad Ashik, Rashid, Mohd Abdur, Kouzani, Abbas Z. and Mahmud, M. A. Parvez (2021). Design and optimization of ECG modeling for generating different cardiac dysrhythmias. Sensors, 21 (5) 1638, 1-27. doi: 10.3390/s21051638 |
|
2021 Journal Article A novel Bayesian optimization-based machine learning framework for COVID-19 detection from inpatient facility dataAwal, Md. Abdul, Masud, Mehedi, Hossain, Md. Shahadat, Bulbul, Abdullah Al-Mamun, Mahmud, S. M. Hasan and Bairagi, Anupam Kumar (2021). A novel Bayesian optimization-based machine learning framework for COVID-19 detection from inpatient facility data. IEEE Access, 9 9319642, 10263-10281. doi: 10.1109/access.2021.3050852 |
|
2021 Conference Publication Deep bidirectional LSTM network learning-aided OFDMA downlink and SC-FDMA uplinkKadir, Rafiul, Saha, Ritu, Abdul Awal, Md. and Kadir, Mohammad Ismat (2021). Deep bidirectional LSTM network learning-aided OFDMA downlink and SC-FDMA uplink. International Conference on Electronics, Communications and Information Technology (ICECIT), Khulna, Bangladesh, 14-16 September 2021. Piscataway, NJ, United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/ICECIT54077.2021.9641123 |
|
2021 Conference Publication COVID-19 fake news detection on social mediaMumenin, Khondoker Mirazul, Reza, Khondker Jahid, Shathi, Swarna Saha, Akter, Humayra, Raihan, M., Hassan, Md Mehedi, Rahman, Shagoto and Abdul Awal, Md (2021). COVID-19 fake news detection on social media. 2021 International Conference on Computer, Communication, Chemical, Materials and Electronic Engineering (IC4ME2), Rajshahi, Bangladesh, 26-27 December 2021. Piscataway, NJ, United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/IC4ME253898.2021.9768523 |
|
2021 Conference Publication Influential causes that affect largely for the survival of a patient with heart-failure: a machine learning perspectiveTalin, Iffat Ara, Abid, Mahmudul Hasan, Abdul Awal, Md and Nahid, Abdullah-Al (2021). Influential causes that affect largely for the survival of a patient with heart-failure: a machine learning perspective. International Conference on Computer, Communication, Chemical, Materials and Electronic Engineering (IC4ME2), Rajshahi, Bangladesh, 26-27 December 2021. Piscataway, NJ, United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/IC4ME253898.2021.9768462 |
|
2021 Conference Publication Understanding world happiness using machine learning techniquesIbnat, Fabiha, Gyalmo, Jigmey, Alom, Zulfikar, Abdul Awal, Md and Azim, Mohammad Abdul (2021). Understanding world happiness using machine learning techniques. International Conference on Computer, Communication, Chemical, Materials and Electronic Engineering (IC4ME2), Rajshahi, Bangladesh, 26-27 December 2021. Piscataway, NJ, United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/IC4ME253898.2021.9768407 |
|
2021 Conference Publication OLGBM: Optuna optimized light gradient boosting machine for intrusion detectionArifin, Md Mashrur, Based, Md Abdul, Mumenin, Khondoker Mirazul, Imran, Ali, Azim, Mohammad Abdul, Alom, Zulfikar and Abdul Awal, Md (2021). OLGBM: Optuna optimized light gradient boosting machine for intrusion detection. International Conference on Computer, Communication, Chemical, Materials and Electronic Engineering (IC4ME2), Rajshahi, Bangladesh, 26-27 December 2021. Piscataway, NJ, United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/IC4ME253898.2021.9768555 |
|
2021 Journal Article An early detection of asthma using BOMLA detectorAwal, Md. Abdul, Hossain, Md. Shahadat, Debjit, Kumar, Ahmed, Nafiz, Nath, Rajan Dev, Habib, G. M. Monsur, Khan, Md. Salauddin, Islam, Md. Akhtarul and Mahmud, M. A. Parvez (2021). An early detection of asthma using BOMLA detector. IEEE Access, 9 9402730, 58403-58420. doi: 10.1109/access.2021.3073086 |
|
2020 Journal Article Alcohol sensing and classification using PCF-based sensorIqbal, Faysal, Biswas, Sandipa, Bulbul, Abdullah Al-Mamun, Rahaman, Hasibur, Hossain, Md. Bellal, Rahaman, Md. Ekhlasur and Awal, Md. Abdul (2020). Alcohol sensing and classification using PCF-based sensor. Sensing and Bio-Sensing Research, 30 100384, 1-8. doi: 10.1016/j.sbsr.2020.100384 |
|
2020 Conference Publication Multi-level Intelligent Border Security SystemBulbul, Abdullah Al-Mamun, Abdul Awal, Md., Tariq Hasan, Md., Bellal Hossain, Md., Salim Ahmed, Md. and Iqbal, Faysal (2020). Multi-level Intelligent Border Security System. 2nd International Conference on Soft Computing and Signal Processing ICSCSP 2019, Hyderabad, India, 21–22 June 2019. Heidelberg, Germany: Springer. doi: 10.1007/978-981-15-2475-2_52 |
|
2020 Journal Article Network-based computational approach to identify delineating common cell pathways influencing type 2 diabetes and diseases of bone and jointsMoni, Mohammad Ali, Islam, M. Babul, Rahman, Md Rezanur, Rashed-Al-Mahfuz, Md, Awal, Md Abdul, Islam, Sheikh Mohammed Shariful, Mollah, Md. Nurul Haque and Quinn, Julian M. W. (2020). Network-based computational approach to identify delineating common cell pathways influencing type 2 diabetes and diseases of bone and joints. IEEE Access, 8 8941110, 1486-1497. doi: 10.1109/ACCESS.2019.2962091 |
|
2020 Conference Publication EEG based sleep-wake classification using JOPS algorithmBulbul, Abdullah Al-Mamun, Abdul Awal, Md. and Debjit, Kumar (2020). EEG based sleep-wake classification using JOPS algorithm. Brain Informatics 13th International Conference, BI 2020, Padua, Italy, 19 September 2020. Cham, Switzerland: Springer. doi: 10.1007/978-3-030-59277-6_33 |
|
2019 Conference Publication Optimization of Sleep Stage Classification using Single-Channel EEG SignalsRahman, Md. Abdur, Hossain, Md. Abul, Kabir, Md. Raihan, Sani, Masrur Hossain, Abdullah-Al-Mamun and Awal, Md. Abdul (2019). Optimization of Sleep Stage Classification using Single-Channel EEG Signals. 2019 4th International Conference on Electrical Information and Communication Technology, EICT 2019, Khulna, Bangladesh, 20-22 December 2019. Piscataway, NJ United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/EICT48899.2019.9068825 |
|
2019 Conference Publication Optimization of Daily Physical Activity Recognition with Feature SelectionAbdullah-Al-Mamun, Awal, Md Abdul, Hasan, Md Khaled, Rahman, Md. Abdur and Alahe, Mohammad Ashik (2019). Optimization of Daily Physical Activity Recognition with Feature Selection. 2019 4th International Conference on Electrical Information and Communication Technology, EICT 2019, Khulna, Bangladesh, 20-22 December 2019. Piscataway, NJ United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/EICT48899.2019.9068773 |
