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ORCIDMd. Milon Islam
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2020 – today
- 2024
[j28]Md. Milon Islam
, Sheikh Nooruddin, Fakhri Karray, Ghulam Muhammad:
Enhanced multimodal emotion recognition in healthcare analytics: A deep learning based model-level fusion approach. Biomed. Signal Process. Control. 94: 106241 (2024)- 2023
- [j27]Md. Milon Islam, Sheikh Nooruddin, Fakhri Karray, Ghulam Muhammad:
Multi-level feature fusion for multimodal human activity recognition in Internet of Healthcare Things. Inf. Fusion 94: 17-31 (2023) - [j26]Sheikh Nooruddin, Md. Milon Islam, Fakhri Karray, Ghulam Muhammad:
A multi-resolution fusion approach for human activity recognition from video data in tiny edge devices. Inf. Fusion 100: 101953 (2023) - [j25]Md. Milon Islam, Sheikh Nooruddin, Fakhri Karray, Ghulam Muhammad:
Internet of Things: Device Capabilities, Architectures, Protocols, and Smart Applications in Healthcare Domain. IEEE Internet Things J. 10(4): 3611-3641 (2023) - 2022
- [j24]Md. Milon Islam, Sheikh Nooruddin, Fakhri Karray, Ghulam Muhammad:
Human activity recognition using tools of convolutional neural networks: A state of the art review, data sets, challenges, and future prospects. Comput. Biol. Medicine 149: 106060 (2022) - [j23]S. M. Taslim Uddin Raju, Amlan Sarker, Apurba Das, Md. Milon Islam, Mabrook S. Al-Rakhami, Atif Alamri, Tasniah Mohiuddin, Fahad R. Albogamy:
An Approach for Demand Forecasting in Steel Industries Using Ensemble Learning. Complex. 2022: 9928836:1-9928836:19 (2022) - [j22]Sheikh Nooruddin, Md. Milon Islam, Falguni Ahmed Sharna, Husam Y. Al-Hetari, Muhammad Nomani Kabir:
Sensor-based fall detection systems: a review. J. Ambient Intell. Humaniz. Comput. 13(5): 2735-2751 (2022) - [c4]Sheikh Nooruddin, Md. Milon Islam, Fakhri Karray:
An Evolutionary Computing Based Approach for Optimal Target Coverage in Wireless Sensor Networks. KES-HCIS 2022: 53-69 - [c3]Md. Milon Islam, Sheikh Nooruddin, Fakhri Karray:
Multimodal Human Activity Recognition for Smart Healthcare Applications. SMC 2022: 196-203 - [c2]Sheikh Nooruddin, Md. Milon Islam, Fakhri Karray:
TinyHAR: Benchmarking Human Activity Recognition Systems in Resource Constrained Devices. WF-IoT 2022: 1-8 - [i4]Md. Milon Islam, Sheikh Nooruddin, Fakhri Karray, Ghulam Muhammad:
Human Activity Recognition Using Tools of Convolutional Neural Networks: A State of the Art Review, Data Sets, Challenges and Future Prospects. CoRR abs/2202.03274 (2022) - [i3]Md. Milon Islam, Sheikh Nooruddin, Fakhri Karray, Ghulam Muhammad:
Internet of Things Device Capabilities, Architectures, Protocols, and Smart Applications in Healthcare Domain: A Review. CoRR abs/2204.05921 (2022) - 2021
- [j21]Md. Milon Islam, Fakhri Karray, Reda Alhajj, Jia Zeng:
A Review on Deep Learning Techniques for the Diagnosis of Novel Coronavirus (COVID-19). IEEE Access 9: 30551-30572 (2021) - [j20]Md. Rabiul Islam, Mohammad Ali Moni, Md. Milon Islam, Md Rashed-Al-Mahfuz, Md. Saiful Islam, Md. Kamrul Hasan, Md. Sabir Hossain, Mohiuddin Ahmad, Shahadat Uddin, A. K. M. Azad, Salem A. Alyami, Md. Atiqur Rahman Ahad, Pietro Lió:
Emotion Recognition From EEG Signal Focusing on Deep Learning and Shallow Learning Techniques. IEEE Access 9: 94601-94624 (2021) - [j19]Mahmoud M. Nasr, Md. Milon Islam, Shady Shehata, Fakhri Karray, Yuri Quintana:
Smart Healthcare in the Age of AI: Recent Advances, Challenges, and Future Prospects. IEEE Access 9: 145248-145270 (2021) - [j18]Md. Rabiul Islam, Md. Milon Islam, Md. Mustafizur Rahman, Chayan Mondal, Suvojit Kumar Singha, Mohiuddin Ahmad, Md. Abdul Awal, Md. Saiful Islam, Mohammad Ali Moni:
EEG Channel Correlation Based Model for Emotion Recognition. Comput. Biol. Medicine 136: 104757 (2021) - [j17]Shah Muhammad Azmat Ullah, Md. Milon Islam, Saifuddin Mahmud, Sheikh Nooruddin, S. M. Taslim Uddin Raju, Md. Rezwanul Haque:
Scalable Telehealth Services to Combat Novel Coronavirus (COVID-19) Pandemic. SN Comput. Sci. 2(1): 18 (2021) - [j16]Laboni Akter, Ferdib-Al-Islam, Md. Milon Islam, Mabrook S. Al-Rakhami, Md. Rezwanul Haque:
Prediction of Cervical Cancer from Behavior Risk Using Machine Learning Techniques. SN Comput. Sci. 2(3): 177 (2021) - [j15]Mohammad Marufur Rahman, Md. Milon Islam, Md. Motaleb Hossen Manik, Md. Rabiul Islam, Mabrook S. Al-Rakhami:
Machine Learning Approaches for Tackling Novel Coronavirus (COVID-19) Pandemic. SN Comput. Sci. 2(5): 384 (2021) - [i2]Mahmoud M. Nasr, Md. Milon Islam, Shady Shehata, Fakhri Karray, Yuri Quintana:
Smart Healthcare in the Age of AI: Recent Advances, Challenges, and Future Prospects. CoRR abs/2107.03924 (2021) - 2020
- [j14]Md. Milon Islam, Omar Tayan, Md. Repon Islam, Md. Saiful Islam, Sheikh Nooruddin, Muhammad Nomani Kabir, Md. Rabiul Islam:
Deep Learning Based Systems Developed for Fall Detection: A Review. IEEE Access 8: 166117-166137 (2020) - [j13]Sheikh Nooruddin, Md. Milon Islam, Falguni Ahmed Sharna:
An IoT based device-type invariant fall detection system. Internet Things 9: 100130 (2020) - [j12]Md. Milon Islam, Ashikur Rahaman, Md. Rashedul Islam:
Development of Smart Healthcare Monitoring System in IoT Environment. SN Comput. Sci. 1(3): 185 (2020) - [j11]Muhammad Lawan Jibril, Md. Milon Islam, Usman Sani Sharif, Safial Islam Ayon:
Predictive Data Mining Models for Novel Coronavirus (COVID-19) Infected Patients' Recovery. SN Comput. Sci. 1(4): 206 (2020) - [j10]Md. Milon Islam, Md. Repon Islam, Md. Saiful Islam:
An Efficient Human Computer Interaction through Hand Gesture Using Deep Convolutional Neural Network. SN Comput. Sci. 1(4): 211 (2020) - [j9]Mohammad Marufur Rahman, Md. Milon Islam, Shishir Ahmmed, Saeed Anwar Khan:
Obstacle and Fall Detection to Guide the Visually Impaired People with Real Time Monitoring. SN Comput. Sci. 1(4): 219 (2020) - [j8]Md. Milon Islam, Shah Muhammad Azmat Ullah, Saifuddin Mahmud, S. M. Taslim Uddin Raju:
Breathing Aid Devices to Support Novel Coronavirus (COVID-19)Infected Patients. SN Comput. Sci. 1(5): 274 (2020) - [j7]Md. Milon Islam, Md. Rezwanul Haque, Hasib Iqbal, Md. Munirul Hasan, Mahmudul Hasan, Muhammad Nomani Kabir:
Breast Cancer Prediction: A Comparative Study Using Machine Learning Techniques. SN Comput. Sci. 1(5): 290 (2020) - [j6]Md. Milon Islam, Saifuddin Mahmud, Muhammad Lawan Jibril, Md. Rabiul Islam, Sheikh Nooruddin, Safial Islam Ayon:
Wearable Technology to Assist the Patients Infected with Novel Coronavirus (COVID-19). SN Comput. Sci. 1(6): 320 (2020) - [j5]Amanullah Asraf, Md. Zabirul Islam, Md. Rezwanul Haque, Md. Milon Islam:
Deep Learning Applications to Combat Novel Coronavirus (COVID-19) Pandemic. SN Comput. Sci. 1(6): 363 (2020) - [i1]Md. Milon Islam, Fakhri Karray, Reda Alhajj, Jia Zeng:
A Review on Deep Learning Techniques for the Diagnosis of Novel Coronavirus (COVID-19). CoRR abs/2008.04815 (2020)
2010 – 2019
- 2019
- [j4]Mahmudul Hasan, Md. Milon Islam, Md Ishrak Islam Zarif, M. M. A. Hashem:
Attack and anomaly detection in IoT sensors in IoT sites using machine learning approaches. Internet Things 7 (2019) - [j3]Md. Milon Islam, Nieb Neom, Md. Samir Imtiaz, Sheikh Nooruddin, Md. Repon Islam, Md. Rabiul Islam:
A Review on Fall Detection Systems Using Data from Smartphone Sensors. Ingénierie des Systèmes d Inf. 24(6): 569-576 (2019) - [j2]Ahsan Habib, Md. Milon Islam, Muhammad Nomani Kabir, Motasim Billah Mredul, Mahmudul Hasan:
Staircase Detection to Guide Visually Impaired People: A Hybrid Approach. Rev. d'Intelligence Artif. 33(5): 327-334 (2019) - [j1]Ashikur Rahaman, Md. Milon Islam, Md. Rashedul Islam, Muhammad Sheikh Sadi, Sheikh Nooruddin:
Developing IoT Based Smart Health Monitoring Systems: A Review. Rev. d'Intelligence Artif. 33(6): 435-440 (2019) - 2018
- [c1]Sabrina Haque, Muhammad Sheikh Sadi, Md. Erfanul Haque Rafi, Md. Milon Islam, Md. Kamrul Hasan:
Real-Time Crowd Detection to Prevent Stampede. IJCCI 2018: 665-678
Coauthor Index
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