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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 |
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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 |
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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 |
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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 |
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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 |
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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 |
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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 |
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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 |
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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 |
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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 |
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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 |
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2019 Conference Publication Robust control of hand prostheses from surface EMG signal for transradial amputeesNastarin, Anika, Akter, Ashrina and Awal, Md. Abdul (2019). Robust control of hand prostheses from surface EMG signal for transradial amputees. 2019 5th International Conference on Advances in Electrical Engineering, ICAEE 2019, Dhaka, Bangladesh, 26-28 September 2019. Piscataway, NJ United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/ICAEE48663.2019.8975630 |
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2018 Journal Article EVALUATION OF ENERGY DISSIPATION IN FLEXURE FOR TWO STAGE CONCRETEAbdurrahmn, Hamdi, Abdelgader, Hakim S., Awal, A.S.M. Abdul and El-Baden, Ali S. (2018). EVALUATION OF ENERGY DISSIPATION IN FLEXURE FOR TWO STAGE CONCRETE. Malaysian Journal of Civil Engineering, 26 (3). doi: 10.11113/mjce.v26.15894 |
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2018 Journal Article Design of sEMG-based clench force estimator in FPGA using artificial neural networksMostafa, Sheikh Shanawaz, Awal, Md. Abdul, Ahmad, Mohiuddin and Morgado-Dias, Fernando (2018). Design of sEMG-based clench force estimator in FPGA using artificial neural networks. Neural Computing and Applications, 32 (20), 1-11. doi: 10.1007/s00521-018-3600-4 |
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2018 Journal Article MECHANICAL PROPERTIES AND DURABILITY OF SOME SELECTED TIMBER SPECIESHossain, M. Bellal and A.S.M. Abdul Awal, A.S.M. Abdul Awal (2018). MECHANICAL PROPERTIES AND DURABILITY OF SOME SELECTED TIMBER SPECIES. Malaysian Journal of Civil Engineering, 24 (1). doi: 10.11113/mjce.v24.15825 |
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2018 Journal Article A STUDY ON FLEXURAL MODULUS AND DUCTILITY OF LAMINATED CEMENTITIOUS COMPOSITESHossain, Md. Zakaria and A.S.M. Abdul Awal, A.S.M. Abdul Awal (2018). A STUDY ON FLEXURAL MODULUS AND DUCTILITY OF LAMINATED CEMENTITIOUS COMPOSITES. Malaysian Journal of Civil Engineering, 22 (2). doi: 10.11113/mjce.v22.15807 |
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2018 Other Outputs Design and optimisation of time-frequency analysis for multichannel neonatal EEG background features in term neonates with hypoxic ischaemic encephalopathy: characterisation, classification and neurodevelopmental outcome predictionAwal, Md. Abdul (2018). Design and optimisation of time-frequency analysis for multichannel neonatal EEG background features in term neonates with hypoxic ischaemic encephalopathy: characterisation, classification and neurodevelopmental outcome prediction. PhD Thesis, Faculty of Medicine, The University of Queensland. doi: 10.14264/uql.2018.225 |
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2017 Journal Article A robust high-resolution time-frequency representation based on the local optimization of the short-time fractional Fourier transformAwal, Md. Abdul, Ouelha, Samir, Dong, Shiying and Boashash, Boualem (2017). A robust high-resolution time-frequency representation based on the local optimization of the short-time fractional Fourier transform. Digital Signal Processing, 70, 125-144. doi: 10.1016/j.dsp.2017.07.022 |
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2017 Journal Article An automatic fast optimization of Quadratic Time-frequency Distribution using the hybrid genetic algorithmAwal, Md. Abdul and Boashash, Boualem (2017). An automatic fast optimization of Quadratic Time-frequency Distribution using the hybrid genetic algorithm. Signal Processing, 131, 134-142. doi: 10.1016/j.sigpro.2016.08.017 |
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2017 Conference Publication A method for designing EMG integrator using an FPGAMostafa, Sheikh Shanawaz, Awal, Md. Abdul, Ahmad, Mohiuddin and Morgado-Dias, Fernando (2017). A method for designing EMG integrator using an FPGA. 5th IEEE International Work Conference on Bio-Inspired Intelligence, IWOBI 2017, Funchal, Portugal, 10-12 July 2017. Piscataway, NJ, United States: Institute of Electrical and Electronics Engineers . doi: 10.1109/IWOBI.2017.7985523 |
