Beakal Gizachew Assefa

32 papers C 2Journal 17Unranked 12

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Adaptive Welfare Weighting for Enhanced Fairness Integration in Cooperative Multi-Agent Proximal Policy Optimization. IEEE Access Bizuhan Abate Tayu, Beakal Gizachew Assefa
2026	J	`jnl`	CDSM-Net: Mixed Degradation-Aware Image Restoration via Vision-Language Guidance and Multi-Label Semantic Modulation. IEEE Access Mintesnot Fikir Abate, Beakal Gizachew Assefa
2025	J	`jnl`	A Deterministic Collatz Sequence Initialization for Faster Convergence and Stable Neural Network Training. IEEE Access Zehara Eshetu Seid, Beakal Gizachew Assefa, Adane Letta Mamuye, Eyob Solomon Getachew
2025	J	`jnl`	A Hybrid Contextual Embedding and Hierarchical Attention for Improving the Performance of Word Sense Disambiguation. IEEE Access Robbel Habtamu Yigzaw, Beakal Gizachew Assefa, Elefelious Getachew Belay
2025	J	`jnl`	Efficient Computation of Collatz Sequence Stopping Times: A Novel Algorithmic Approach. IEEE Access Eyob Solomon Getachew, Beakal Gizachew Assefa
2025	J	`jnl`	Efficient Computation of Collatz Sequence Stopping Times: A Novel Algorithmic Approach. CoRR Eyob Solomon Getachew, Beakal Gizachew Assefa
2025	J	`jnl`	Reimagining Unit Test Generation With AI: A Journey From Evolutionary Models to Transformers. IEEE Access Sintayehu Zekarias Esubalew, Beakal Gizachew Assefa
2025	J	`jnl`	SPATL-XLC: An Explainability-Driven Framework for Efficient and Robust Federated Learning Under Non-IID Data. IEEE Access Samuel Hailemariam Seifu, Beakal Gizachew Assefa
2025	J	`jnl`	Toward Transparent Reinforcement Learning: An Explainable Deep Q-Learning Framework for Sequential Decision-Making. IEEE Access Tesfahun Yemisrach Wendimu, Beakal Gizachew Assefa, Natnael A. Wondimu
2024	J	`jnl`	From Algorithms to Architecture: Computational Methods for House Floorplan Generation. SN Comput. Sci. Azmeraw Bekele Yenew, Beakal Gizachew Assefa
2024	J	`jnl`	HouseGanDi: A Hybrid Approach to Strike a Balance of Sampling Time and Diversity in Floorplan Generation. IEEE Access Azmeraw Bekele Yenew, Beakal Gizachew Assefa, Elefelious Getachew Belay
2024	J	`jnl`	Medical Image Classifications Using Convolutional Neural Networks: A Survey of Current Methods and Statistical Modeling of the Literature. Mach. Learn. Knowl. Extr. Foziya Ahmed Mohammed, Kula Kekeba Tune, Beakal Gizachew Assefa, Marti Jett, Seid Y. Muhie
2023	—	`conf`	State-of-the-Art Approaches to Word Sense Disambiguation: A Multilingual Investigation. PanAfriCon AI (1) Robbel Habtamu, Beakal Gizachew Assefa
2022	—	`conf`	Model Compression Techniques in Deep Neural Networks. PanAfriCon AI Mubarek Mohammed Yesuf, Beakal Gizachew Assefa
2021	—	`conf`	A SVM Based Model for COVID Detection Using CXR Image. ICAST (1) Sudhir Kumar Mohapatra, Beakal Gizachew Assefa, Getamesay Belayneh
2021	—	`conf`	BackIP: Mutation Based Test Data Generation Using Hybrid Approach. ICT4DA Seifu Detso Bejo, Beakal Gizachew Assefa, Sudhir Kumar Mohapatra
2021	—	`conf`	HSSIW: Hybrid Squirrel Search and Invasive Weed Based Cost-Makespan Task Scheduling for Fog-Cloud Environment. ICT4DA Abate Tsegaye, Beakal Gizachew Assefa
2021	—	`conf`	Preventing Traffic Accidents Through Machine Learning Predictive Models. ICT4DA Tarikwa Tesfa Bedane, Beakal Gizachew Assefa, Sudhir Kumar Mohapatra
2021	—	`conf`	Transfer Learning and Data Augmentation Based CNN Model for Potato Late Blight Disease Detection. ICT4DA Natnael Tilahun Sinshaw, Beakal Gizachew Assefa, Sudhir Kumar Mohapatra
2020	C	`conf`	Energy Efficiency in SDDC: Considering Server and Network Utilities. ISCC Beakal Gizachew Assefa, Öznur Özkasap, Ipek Kizil, Moayad Aloqaily, Ouns Bouachir
2020	J	`jnl`	RESDN: A Novel Metric and Method for Energy Efficient Routing in Software Defined Networks. IEEE Trans. Netw. Serv. Manag. Beakal Gizachew Assefa, Öznur Özkasap
2019	C	`conf`	A Novel Utility Based Metric and Routing for Energy Efficiency in Software Defined Networking. ISNCC Beakal Gizachew Assefa, Öznur Özkasap
2019	J	`jnl`	A survey of energy efficiency in SDN: Software-based methods and optimization models. J. Netw. Comput. Appl. Beakal Gizachew Assefa, Öznur Özkasap
2019	J	`jnl`	EPT: Energy Profit Threshold Metric and Algorithm for Energy Efficient Routing in SDN. CoRR Beakal Gizachew Assefa, Öznur Özkasap
2019	J	`jnl`	HyMER: A Hybrid Machine Learning Framework for Energy Efficient Routing in SDN. CoRR Beakal Gizachew Assefa, Öznur Özkasap
2019	—	`—`	Traffic aware, utility and machine learning based framework for energy efficiency in software defined networks (Yazılım tanımlı ağlarda enerji verimliliği için trafik farkında, kullanım ve makine öğrenmesi tabanlı sistem) Beakal Gizachew Assefa
2018	J	`jnl`	A Classification and Survey of Energy Efficient Methods in Software Defined Networking. CoRR Beakal Gizachew Assefa, Öznur Özkasap
2018	—	`conf`	Framework for Traffic Proportional Energy Efficiency in Software Defined Networks. BlackSeaCom Beakal Gizachew Assefa, Öznur Özkasap
2018	—	`conf`	MER-SDN: Machine Learning Framework for Traffic Aware Energy Efficient Routing in SDN. DASC/PiCom/DataCom/CyberSciTech Beakal Gizachew Assefa, Öznur Özkasap
2017	—	`conf`	Link utility and traffic aware energy saving in software defined networks. BlackSeaCom Beakal Gizachew Assefa, Öznur Özkasap
2014	—	`conf`	KUNLPLab: Sentiment Analysis on Twitter Data. SemEval@COLING Beakal Gizachew Assefa
2012	—	`conf`	OrderBased Labeling Scheme for Dynamic XML Query Processing. CD-ARES Beakal Gizachew Assefa, Belgin Ergenc