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2024 Conference Publication Integrating dielectric modelling with machine learning for skin cancer classificationAwal, Md Abdul, Naqvi, Syed Akbar Raza and Abbosh, Amin (2024). Integrating dielectric modelling with machine learning for skin cancer classification. 2024 IEEE Asia-Pacific Microwave Conference (APMC), Bali, Indonesia, 17-20 November 2024. Piscataway, NJ, United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/apmc60911.2024.10867598 |
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2024 Conference Publication Scaled wavelet for hepatic steatosis classification using microwave signalsHasan, Sazid, Zamani, Ali, Awal, Md Abdul and Abbosh, Amin (2024). Scaled wavelet for hepatic steatosis classification using microwave signals. 2024 IEEE International Symposium on Antennas and Propagation and INC/USNC‐URSI Radio Science Meeting (AP-S/INC-USNC-URSI), Firenze, Italy, 14-19 July 2024. Piscataway, NJ, United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/ap-s/inc-usnc-ursi52054.2024.10686529 |
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2022 Conference Publication Fake news detection of COVID-19 using machine learning techniquesGhosh, Promila, Raihan, M., Hassan, Md. Mehedi, Akter, Laboni, Zaman, Sadika and Awal, Md. Abdul (2022). Fake news detection of COVID-19 using machine learning techniques. ICO 2021: Intelligent Computing and Optimization, Online, 30 - 31 December 2021. Cham, Switzerland: Springer International Publishing. doi: 10.1007/978-3-030-93247-3_46 |
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2022 Conference Publication Machine-learning based physical exercise identification with heuristic optimized features prioritizationMondal, Proloy Kumar, Abdul Awal, Md. and Nahid, Abdullah-Al (2022). Machine-learning based physical exercise identification with heuristic optimized features prioritization. International Conference on Fourth Industrial Revolution and Beyond 2021, Dhaka, Bangladesh, 10-11 December 2021. Singapore, Singapore: Springer Nature Singapore. doi: 10.1007/978-981-19-2445-3_4 |
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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 |
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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 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 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 |
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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 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 |
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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 |
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2019 Conference Publication A Bayesian optimization framework for the prediction of diabetes mellitusRahman, Md. Abdur, Shoaib, S. M., Amin, Md. Al, Toma, Rafia Nishat, Moni, Mohammad Ali and Awal, Md. Abdul (2019). A Bayesian optimization framework for the prediction of diabetes mellitus. 2019 5th International Conference on Advances in Electrical Engineering (ICAEE), Dhaka, Bangladesh, 26-28 September 2019. Piscataway, NJ USA: Institute of Electrical and Electronics Engineers. doi: 10.1109/ICAEE48663.2019.8975480 |
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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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2019 Conference Publication Feature extraction and classification of EEG signals for seizure detectionNandy, Apu, Alahe, Mohammad Ashik, Nasim Uddin, S. M., Alam, Shafiqul, Nahid, Adullah-Al and Awal, Md. Abdul (2019). Feature extraction and classification of EEG signals for seizure detection. 1st International Conference on Robotics, Electrical and Signal Processing Techniques, ICREST 2019, Dhaka, Bangladesh, 10-12 January 2019. Piscataway, NJ USA: Institute of Electrical and Electronics Engineers. doi: 10.1109/ICREST.2019.8644337 |
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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 |
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2014 Conference Publication Detection of neonatal eeg burst-suppression using a time-frequency approachAwal, Md. Abdul, Colditz, Paul B., Boashash, Boualem and Azemi, Ghasem (2014). Detection of neonatal eeg burst-suppression using a time-frequency approach. 8th International Conference on Signal Processing and Communication Systems, (ICSPCS), Gold Coast, Australia, 15-17 December 2014. Piscataway, NJ, United States: IEEE. doi: 10.1109/ICSPCS.2014.7021073 |
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2012 Conference Publication Clench force estimation by surface electromyography for neural prosthesis handMostafa, Sheikh Shanawaz, Ahmad, Mohiuddin and Awal, Md. Abdul (2012). Clench force estimation by surface electromyography for neural prosthesis hand. 2012 International Conference on Informatics, Electronics & Vision (ICIEV), Dhaka, Bangladesh, 18-19 May 2012. Piscataway, NJ USA: Institute of Electrical and Electronics Engineers. doi: 10.1109/ICIEV.2012.6317489 |
