Md. Abu Layek

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 17

Top Topics

Markov Decision Processes

Reinforcement Learning

Top Venues

KSII Trans. Internet Inf. Syst.

Publications

Md. Alamin Talukder, Md. Abu Layek, Mohsin Kazi, Md. Ashraf Uddin, Sunil Aryal
Empowering COVID-19 detection: Optimizing performance through fine-tuned EfficientNet deep learning architecture. Comput. Biol. Medicine 168 (2024)
Tarique Mohammed Nasrullah, Md. Manowarul Islam, Md. Ashraf Uddin, Md. Anisuzzaman Khan, Md. Abu Layek, Andrew Stranieri, Eui-Nam Huh
Device Agent Assisted Blockchain Leveraged Framework for Internet of Things. IEEE Access 11 (2023)
Md. Alamin Talukder, Md. Abu Layek, Mohsin Kazi, Md. Ashraf Uddin, Sunil Aryal
Empowering COVID-19 Detection: Optimizing Performance Through Fine-Tuned EfficientNet Deep Learning Architecture. CoRR (2023)
Md. Delowar Hossain, Tangina Sultana, Md. Alamgir Hossain, Md. Abu Layek, Md. Imtiaz Hossain, Phoo Pyae Sone, Ga-Won Lee, Eui-Nam Huh
Dynamic Task Offloading for Cloud-Assisted Vehicular Edge Computing Networks: A Non-Cooperative Game Theoretic Approach. Sensors 22 (10) (2022)
Md. Delowar Hossain, Md. Abu Layek, Tangina Sultana, Md. Alamgir Hossain, Md. Imtiaz Hossain, Waqas ur Rahman, Yun Hwan Kim, Eui-Nam Huh
Orchestration-Based Task Offloading for Mobile Edge Computing in Small-Cell Networks. IJCCI (2019)
Seung Yoon Choi, Tuyen Pham Le, Quang D. Nguyen, Md. Abu Layek, SeungGwan Lee, TaeChoong Chung
Toward Self-Driving Bicycles Using State-of-the-Art Deep Reinforcement Learning Algorithms. Symmetry 11 (2) (2019)
Md. Abu Layek, TaeChoong Chung, Eui-Nam Huh
Remote Distance Measurement from a Single Image by Automatic Detection and Perspective Correction. KSII Trans. Internet Inf. Syst. 13 (8) (2019)
Md. Abu Layek, A. F. M. Shahab Uddin, Tuyen Pham Le, TaeChoong Chung, Eui-Nam Huh
Center-Emphasized Visual Saliency and a Contrast-Based Full Reference Image Quality Index. Symmetry 11 (3) (2019)
Md. Abu Layek, Ngo Thien Thu, SoYeon Yu, TaeChoong Chung, Eui-Nam Huh
Center-Emphasized Gradient-Feature Based Quality Assessment Method for Screen Content Images. ICUFN (2019)
Md. Abu Layek, Sanjida Afroz, TaeChoong Chung, Eui-Nam Huh
Center Emphasized Visual Saliency and Contrast-based Full Reference Image Quality Index. CoRR (2018)
Le Pham Tuyen, Ngo Anh Vien, Md. Abu Layek, TaeChoong Chung
Deep Hierarchical Reinforcement Learning Algorithm in Partially Observable Markov Decision Processes. CoRR (2018)
Quang Thai Ngo, Md. Abu Layek, Xuan-Qui Pham, Seungkyu Lee, Eui-Nam Huh
A remote display QoE improvement scheme for interactive applications in low network bandwidth environment. Multim. Tools Appl. 76 (21) (2017)
Md. Abu Layek, Quang Thai Ngo, Md. Alamgir Hossain, Ngo Thien Thu, Le Pham Tuyen, Ashis Talukder, TaeChoong Chung, Eui-Nam Huh
Performance analysis of H.264, H.265, VP9 and AV1 video encoders. APNOMS (2017)
Ashis Talukder, Md. Golam Rabiul Alam, Anupam Kumar Bairagi, Sarder Fakhrul Abedin, Md. Abu Layek, Hoang T. Nguyen, Choong Seon Hong
An approach of cost optimized influence maximization in social networks. APNOMS (2017)
Le Pham Tuyen, Md. Abu Layek, Ngo Anh Vien, TaeChoong Chung
Deep reinforcement learning algorithms for steering an underactuated ship. MFI (2017)
Md. Abu Layek, TaeChoong Chung, Eui-Nam Huh
Efficient Screen Splitting Methods - A Case Study in Block-wise Motion Detection. KSII Trans. Internet Inf. Syst. 10 (10) (2016)
Md. Abu Layek, TaeChoong Chung, Eui-Nam Huh
Adaptive Desktop Delivery Scheme for Provisioning Quality of Experience in Cloud Desktop as a Service. Comput. J. 59 (2) (2016)