Mohamed Maher - RankMe

13 papers B 4C 1Journal 6Unranked 2

Year	Rank	Type	Title / Venue / Authors
2025	B	`conf`	FedForecaster: An Automated Federated Learning Approach for Time-series Forecasting. EDBT Mohamed Maher, Osama Fayez Oun, Mahmoud Saeed Mesmeh, Radwa El Shawi
2025	—	`conf`	ML-EvalPro: Machine Learning Evaluation Profiler for Supervised Tasks. AIME (2) Mohamed Maher, Reem Ayman, Sondos Akram, Omar Marie, Radwa El Shawi
2024	J	`jnl`	AutoMLBench: A comprehensive experimental evaluation of automated machine learning frameworks. Expert Syst. Appl. Hassan Eldeeb, Mohamed Maher, Radwa El Shawi, Sherif Sakr
2024	B	`conf`	GizaML: A Collaborative Meta-learning Based Framework Using LLM For Automated Time-Series Forecasting. EDBT Esraa Sayed, Mohamed Maher, Omar Sedeek, Ahmed Eldamaty, Amr Kamel, Radwa El Shawi
2022	J	`jnl`	AutoMLBench: A Comprehensive Experimental Evaluation of Automated Machine Learning Frameworks. CoRR Hassan Eldeeb, Mohamed Maher, Oleh Matsuk, Abdelrahman Aldallal, Radwa El Shawi, Sherif Sakr
2022	J	`jnl`	Comprehensive Empirical Evaluation of Deep Learning Approaches for Session-Based Recommendation in E-Commerce. Entropy Mohamed Maher, Perseverance Munga Ngoy, Aleksandrs Rebriks, Cagri Ozcinar, Josué Cuevas, Rajasekhar Sanagavarapu, Gholamreza Anbarjafari
2021	C	`conf`	Instance-based Label Smoothing For Better Calibrated Classification Networks. ICMLA Mohamed Maher, Meelis Kull
2021	J	`jnl`	Instance-based Label Smoothing For Better Calibrated Classification Networks. CoRR Mohamed Maher, Meelis Kull
2021	—	`conf`	The impact of Auto-Sklearn's Learning Settings: Meta-learning, Ensembling, Time Budget, and Search Space Size. EDBT/ICDT Workshops Hassan Eldeeb, Oleh Matsuk, Mohamed Maher, Abdelrhman Eldallal, Sherif Sakr
2020	J	`jnl`	Comprehensive Empirical Evaluation of Deep Learning Approaches for Session-based Recommendation in E-Commerce. CoRR Mohamed Maher, Perseverance Munga Ngoy, Aleksandrs Rebriks, Cagri Ozcinar, Josué Cuevas, Rajasekhar Sanagavarapu, Gholamreza Anbarjafari
2019	J	`jnl`	Automated Machine Learning: State-of-The-Art and Open Challenges. CoRR Radwa El Shawi, Mohamed Maher, Sherif Sakr
2019	B	`conf`	MINARET: A Recommendation Framework for Scientific Reviewers. EDBT Sherif Sakr, Mohamed Ragab, Mohamed Maher, Ahmed Awad
2019	B	`conf`	SmartML: A Meta Learning-Based Framework for Automated Selection and Hyperparameter Tuning for Machine Learning Algorithms. EDBT Mohamed Maher, Sherif Sakr