Mehmet Emin Aydin

72 papers B 7C 3Journal 39Unranked 21

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Deep Learning Architectures for Software Fault Prediction: The Impact of Error-Type Metrics and Class Imbalance. Concurr. Comput. Pract. Exp. Khoa Phung, Mehmet Emin Aydin, Emmanuel Ogunshile
2025	J	`jnl`	An exploration for higher efficiency in multi objective optimisation with reinforcement learning. CoRR Mehmet Emin Aydin
2025	J	`jnl`	Domain-specific implications of error-type metrics in risk-based software fault prediction. Softw. Qual. J. Khoa Phung, Emmanuel Ogunshile, Mehmet Emin Aydin
2024	J	`jnl`	Adaptive operator selection utilising generalised experience. CoRR Mehmet Emin Aydin, Rafet Durgut, Abdur Rakib
2024	J	`jnl`	Feature-based search space characterisation for data-driven adaptive operator selection. Evol. Syst. Mehmet Emin Aydin, Rafet Durgut, Abdur Rakib, Hisham Ihshaish
2024	J	`jnl`	Heuristic and swarm intelligence algorithms for work-life balance problem. Comput. Ind. Eng. Esra Gulmez, Halil Ibrahim Koruca, Mehmet Emin Aydin, Kemal Burak Urganci
2024	J	`jnl`	Why Reinforcement Learning? Algorithms Mehmet Emin Aydin, Rafet Durgut, Abdur Rakib
2023	J	`jnl`	Error-Type - A Novel Set of Software Metrics for Software Fault Prediction. IEEE Access Khoa Phung, Emmanuel Ogunshile, Mehmet Emin Aydin
2022	J	`jnl`	A Strategy-Based Algorithm for Moving Targets in an Environment with Multiple Agents. SN Comput. Sci. Azizkhon Afzalov, Ahmad Lotfi, Benjamin Inden, Mehmet Emin Aydin
2022	—	`conf`	Analysing the Predictivity of Features to Characterise the Search Space. ICANN (4) Rafet Durgut, Mehmet Emin Aydin, Hisham Ihshaish, Abdur Rakib
2022	J	`jnl`	Analysing the Predictivity of Features to Characterise the Search Space. CoRR Rafet Durgut, Mehmet Emin Aydin, Hisham Ihshaish, Abdur Rakib
2022	J	`jnl`	Transfer Learning for Operator Selection: A Reinforcement Learning Approach. Algorithms Rafet Durgut, Mehmet Emin Aydin, Abdur Rakib
2021	—	`conf`	A Comparative Analysis for Binary Search Operators used in Artificial Bee Colony. SIU Ibrahim Atli, Rafet Durgut, Mehmet Emin Aydin
2021	J	`jnl`	A multi agent-based approach for energy efficient water resource management. Comput. Ind. Eng. Mehmet Emin Aydin, Rüstem Keles
2021	J	`jnl`	Adaptive binary artificial bee colony algorithm. Appl. Soft Comput. Rafet Durgut, Mehmet Emin Aydin
2021	J	`jnl`	Adaptive operator selection with reinforcement learning. Inf. Sci. Rafet Durgut, Mehmet Emin Aydin, Ibrahim Atli
2021	J	`jnl`	Digital transformation: Industry 4.0 for future minds and future society. Comput. Ind. Eng. Özer Uygun, Mehmet Emin Aydin
2021	—	`conf`	Multi-Agent Path Planning Approach Using Assignment Strategy Variations in Pursuit of Moving Targets. KES-AMSTA Azizkhon Afzalov, Jun He, Ahmad Lotfi, Mehmet Emin Aydin
2021	—	`conf`	Multiple Pursuers TrailMax Algorithm for Dynamic Environments. ICAART (2) Azizkhon Afzalov, Ahmad Lotfi, Benjamin Inden, Mehmet Emin Aydin
2021	—	`conf`	Reinforcement Learning-Based Adaptive Operator Selection. OLA Rafet Durgut, Mehmet Emin Aydin
2020	J	`jnl`	A honeybees-inspired heuristic algorithm for numerical optimisation. Neural Comput. Appl. Muharrem Dügenci, Mehmet Emin Aydin
2020	J	`jnl`	An analytical framework for high-speed hardware particle swarm optimization. Microprocess. Microsystems Issam W. Damaj, Mohammed El-Shafei, Mohammed El-Abd, Mehmet Emin Aydin
2020	C	`conf`	Feature Selection with Artificial Bee Colony Algorithms for Classifying Parkinson's Diseases. EANN Rafet Durgut, Yusuf Yargi Baydilli, Mehmet Emin Aydin
2020	J	`jnl`	QoE-Based Mobility-Aware Collaborative Video Streaming on the Edge of 5G. IEEE Trans. Ind. Informatics Mehmet Fatih Tüysüz, Mehmet Emin Aydin
2018	—	`conf`	An adaptive opportunistic routing scheme for reliable data delivery in WSNs. ICFNDS Malik Hasnain, Mazhar Hussain Malik, Mehmet Emin Aydin
2018	—	`conf`	Building Collaboration in Multi-agent Systems Using Reinforcement Learning. ICCCI (2) Mehmet Emin Aydin, Ryan Fellows
2018	—	`conf`	Diversifying Search in Bee Algorithms for Numerical Optimisation. ICCCI (2) Muharrem Dügenci, Mehmet Emin Aydin
2018	J	`jnl`	Editorial Message: Special Issue on Efficient Fuzzy Systems for Mining Large Scale, Imprecise, Uncertain and Vague Data. Int. J. Fuzzy Syst. Kit Yan Chan, Mehmet Emin Aydin, Huseyin Seker, Vasile Palade, Tzung-Pei Hong
2018	C	`conf`	Managing Congestion in Vehicular Networks Using Tabu Search. EANN Muhammad Ishaq, Mazhar Hussain Malik, Mehmet Emin Aydin
2018	C	`conf`	Selecting Display Products for Furniture Stores Using Fuzzy Multi-criteria Decision Making Techniques. EANN Özer Uygun, Ilker Güven, Fuat Simsir, Mehmet Emin Aydin
2018	J	`jnl`	Towards 5G: A Reinforcement Learning-Based Scheduling Solution for Data Traffic Management. IEEE Trans. Netw. Serv. Manag. Ioan-Sorin Comsa, Sijing Zhang, Mehmet Emin Aydin, Pierre Kuonen, Yao Lu, Ramona Trestian, Gheorghita Ghinea
2017	—	`conf`	A Parametric Study for Congestion Control in Queuing Networks. ICFNDS Mazhar Hussain Malik, Abdul Majeed, Mehmet Emin Aydin, Mubasher Hussain Malik
2017	J	`jnl`	A reinforcement learning algorithm for building collaboration in multi-agent systems. CoRR Mehmet Emin Aydin, Ryan Fellows
2017	—	`conf`	Aviation Accident Analysis: A Case Study. AHFE (20) Mohammad Shahriari, Mehmet Emin Aydin
2017	—	`conf`	Lessons Learned from Analysis of Los Frailes Tailing Dam Failure. AHFE (20) Mohammad Shahriari, Mehmet Emin Aydin
2015	J	`jnl`	A multi-agent based approach for change management in manufacturing enterprises. J. Intell. Manuf. Mustafa Batuhan Ayhan, Mehmet Emin Aydin, Ercan Öztemel
2015	J	`jnl`	Creep modelling of polypropylenes using artificial neural networks trained with Bee algorithms. Eng. Appl. Artif. Intell. Muharrem Dügenci, Alpay Aydemir, Ismail Esen, Mehmet Emin Aydin
2013	—	`conf`	A Novel Learning-Based Spectrum Sensing Technique for Cognitive Radio Networks. AINA Workshops Mehmet Emin Aydin, Ghazanfar Ali Safdar, Nauman Aslam
2013	J	`jnl`	A hybrid swarm intelligence algorithm for multiuser scheduling in HSDPA. Appl. Soft Comput. Mehmet Emin Aydin, Raymond Kwan, Cyril Leung, Carsten Maple, Jie Zhang
2013	J	`jnl`	Coordinating metaheuristic agents with swarm intelligence CoRR Mehmet Emin Aydin
2013	J	`jnl`	Heuristic-based neural networks for stochastic dynamic lot sizing problem. Appl. Soft Comput. Ercan Senyigit, Muharrem Dügenci, Mehmet Emin Aydin, Mithat Zeydan
2013	J	`jnl`	Multiuser scheduling on the LTE downlink with meta-heuristic approaches. Phys. Commun. Mehmet Emin Aydin, Raymond Kwan, Joyce Y. Wu
2013	—	`conf`	Refining scheduling policies with genetic algorithms. GECCO (Companion) Emin Ogur, Mehmet Emin Aydin
2013	J	`jnl`	Scheduling Cutting Process for Large Paper Rolls CoRR Mehmet Emin Aydin, Osman Taylan
2012	J	`jnl`	Coordinating metaheuristic agents with swarm intelligence. J. Intell. Manuf. Mehmet Emin Aydin
2011	—	`conf`	Multiuser Scheduling on the LTE Downlink with Simulated Annealing. VTC Spring Mehmet Emin Aydin, Raymond Kwan, Joyce Y. Wu, Jie Zhang
2011	B	`conf`	Scanning Environments with Swarms of Learning Birds: A Computational Intelligence Approach for Managing Disasters. AINA Mehmet Emin Aydin, Nik Bessis, Eleana Asimakopoulou, Fatos Xhafa, Joyce Y. Wu
2011	—	`ch.`	Utilizing Next Generation Emerging Technologies for Enabling Collective Computational Intelligence in Disaster Management. Next Generation Data Technologies for Collective Computational Intelligence Nik Bessis, Eleana Asimakopoulou, Mehmet Emin Aydin, Fatos Xhafa
2010	J	`jnl`	A new orthogonal array based crossover, with analysis of gene interactions, for evolutionary algorithms and its application to car door design. Expert Syst. Appl. Kit Yan Chan, C. K. Kwong, Huimin Jiang, Mehmet Emin Aydin, Terence C. Fogarty
2010	—	`conf`	Collaboration of heterogenous metaheuristic agents. ICDIM Mehmet Emin Aydin
2010	—	`conf`	Swarms of Metaheuristic Agents: A Model for Collective intelligence. 3PGCIC Mehmet Emin Aydin, Joyce Y. Wu, Liang Zhang
2009	—	`conf`	Multiuser Scheduling in HSDPA with Particle Swarm Optimization. EvoWorkshops Mehmet Emin Aydin, Raymond Kwan, Cyril Leung, Jie Zhang
2009	J	`jnl`	Multiuser scheduling in high speed downlink packet access. IET Commun. Raymond Kwan, Mehmet Emin Aydin, Cyril Leung, Jie Zhang
2008	—	`conf`	A Particle Swarm Optimization Algorithm for Multiuser Scheduling in HSDPA. ANTS Conference Mehmet Emin Aydin, Raymond Kwan, Cyril Leung, Jie Zhang
2008	J	`jnl`	Genetic Algorithms with Dynamic Mutation Rates and their Industrial Applications. Int. J. Comput. Intell. Appl. Kit Yan Chan, Terence C. Fogarty, Mehmet Emin Aydin, Sai-Ho Ling, Herbert H. C. Iu
2008	—	`ch.`	Sequential and Parallel Variable Neighborhood Search Algorithms for Job Shop Scheduling. Metaheuristics for Scheduling in Industrial and Manufacturing Applications Mehmet Emin Aydin, Mehmet Sevkli
2007	—	`conf`	A Comparative Investigation on Heuristic Optimization of WCDMA Radio Networks. EvoWorkshops Mehmet Emin Aydin, Jun Yang, Jie Zhang
2007	—	`conf`	A Novel Programming Model and Optimisation Algorithms for WCDMA Networks. VTC Spring Jun Yang, Jie Zhang, Mehmet Emin Aydin, Joyce Y. Wu
2007	—	`conf`	Metaheuristic Agent Teams for Job Shop Scheduling Problems. HoloMAS Mehmet Emin Aydin
2007	J	`jnl`	UMTS base station location planning: a mathematical model and heuristic optimisation algorithms. IET Commun. Jun Yang, Mehmet Emin Aydin, Jie Zhang, Carsten Maple
2006	B	`conf`	A Variable Neighbourhood Search Algorithm for Job Shop Scheduling Problems. EvoCOP Mehmet Sevkli, Mehmet Emin Aydin
2006	J	`jnl`	Main Effect Fine-tuning of the Mutation Operator and the Neighbourhood Function for Uncapacitated Facility Location Problems. Soft Comput. Kit Yan Chan, Mehmet Emin Aydin, Terence C. Fogarty
2006	J	`jnl`	Variable Neighbourhood Search for Job Shop Scheduling Problems. J. Softw. Mehmet Sevkli, Mehmet Emin Aydin
2004	J	`jnl`	A Distributed Evolutionary Simulated Annealing Algorithm for Combinatorial Optimisation Problems. J. Heuristics Mehmet Emin Aydin, Terence C. Fogarty
2004	J	`jnl`	A simulated annealing algorithm for multi-agent systems: a job-shop scheduling application. J. Intell. Manuf. Mehmet Emin Aydin, Terence C. Fogarty
2004	B	`conf`	An empirical study on the performance of factorial design based crossover on parametrical problems. IEEE Congress on Evolutionary Computation Kit Yan Chan, Mehmet Emin Aydin, Terence C. Fogarty
2004	B	`conf`	Parameterisation of mutation in evolutionary algorithms using the estimated main effect of genes. IEEE Congress on Evolutionary Computation Kit Yan Chan, Mehmet Emin Aydin, Terry C. Fogarty
2004	J	`jnl`	Teams of autonomous agents for job-shop scheduling problems: An experimental study. J. Intell. Manuf. Mehmet Emin Aydin, Terence C. Fogarty
2003	B	`conf`	A Taguchi method-based crossover operator for the parametrical problems. IEEE Congress on Evolutionary Computation Kit Yan Chan, Mehmet Emin Aydin, Terence C. Fogarty
2003	B	`conf`	An epistasis measure based on the analysis of variance for the real-coded representation in genetic algorithms. IEEE Congress on Evolutionary Computation Kit Yan Chan, Mehmet Emin Aydin, Terence C. Fogarty
2003	B	`conf`	New Factorial Design Theoretic Crossover Operator for Parametrical Problem. EuroGP Kit Yan Chan, Mehmet Emin Aydin, Terence C. Fogarty
2000	J	`jnl`	Dynamic job-shop scheduling using reinforcement learning agents. Robotics Auton. Syst. Mehmet Emin Aydin, Ercan Öztemel