Dynamic job-shop scheduling using reinforcement learning agents. - Mehmet Emin Aydin; Ercan Öztemel (Robotics Auton. Syst., 2000)

An epistasis measure based on the analysis of variance for the real-coded representation in genetic algorithms. - Kit Yan Chan; Mehmet Emin Aydin; Terence C. Fogarty (IEEE Congress on Evolutionary Computation, 2003)

A Taguchi method-based crossover operator for the parametrical problems. - Kit Yan Chan; Mehmet Emin Aydin; Terence C. Fogarty (IEEE Congress on Evolutionary Computation, 2003)

New Factorial Design Theoretic Crossover Operator for Parametrical Problem. - Kit Yan Chan; Mehmet Emin Aydin; Terence C. Fogarty (EuroGP, 2003)

An empirical study on the performance of factorial design based crossover on parametrical problems. - Kit Yan Chan; Mehmet Emin Aydin; Terence C. Fogarty (IEEE Congress on Evolutionary Computation, 2004)

Parameterisation of mutation in evolutionary algorithms using the estimated main effect of genes. - Kit Yan Chan; Mehmet Emin Aydin; Terry C. Fogarty (IEEE Congress on Evolutionary Computation, 2004)

A Distributed Evolutionary Simulated Annealing Algorithm for Combinatorial Optimisation Problems. - Mehmet Emin Aydin; Terence C. Fogarty (J. Heuristics, 2004)

Teams of autonomous agents for job-shop scheduling problems: An experimental study. - Mehmet Emin Aydin; Terence C. Fogarty (J. Intell. Manuf., 2004)

A simulated annealing algorithm for multi-agent systems: a job-shop scheduling application. - Mehmet Emin Aydin; Terence C. Fogarty (J. Intell. Manuf., 2004)

A Variable Neighbourhood Search Algorithm for Job Shop Scheduling Problems. - Mehmet Sevkli; Mehmet Emin Aydin (EvoCOP, 2006)

Variable Neighbourhood Search for Job Shop Scheduling Problems. - Mehmet Sevkli; Mehmet Emin Aydin (J. Softw., 2006)

Main Effect Fine-tuning of the Mutation Operator and the Neighbourhood Function for Uncapacitated Facility Location Problems. - Kit Yan Chan; Mehmet Emin Aydin; Terence C. Fogarty (Soft Comput., 2006)

A Comparative Investigation on Heuristic Optimization of WCDMA Radio Networks. - Mehmet Emin Aydin; Jun Yang; Jie Zhang 003 (EvoWorkshops, 2007)

Metaheuristic Agent Teams for Job Shop Scheduling Problems. - Mehmet Emin Aydin (HoloMAS, 2007)

A Novel Programming Model and Optimisation Algorithms for WCDMA Networks. - Jun Yang; Jie Zhang 003; Mehmet Emin Aydin; Joyce Y. Wu (VTC Spring, 2007)

UMTS base station location planning: a mathematical model and heuristic optimisation algorithms. - Jun Yang; Mehmet Emin Aydin; Jie Zhang 003; Carsten Maple (IET Commun., 2007)

A Particle Swarm Optimization Algorithm for Multiuser Scheduling in HSDPA. - Mehmet Emin Aydin; Raymond Kwan; Cyril Leung; Jie Zhang 003 (ANTS Conference, 2008)

Genetic Algorithms with Dynamic Mutation Rates and their Industrial Applications. - Kit Yan Chan; Terence C. Fogarty; Mehmet Emin Aydin; Sai-Ho Ling; Herbert H. C. Iu (Int. J. Comput. Intell. Appl., 2008)

Sequential and Parallel Variable Neighborhood Search Algorithms for Job Shop Scheduling. - Mehmet Emin Aydin; Mehmet Sevkli (Metaheuristics for Scheduling in Industrial and Manufacturing Applications, 2008)

Multiuser Scheduling in HSDPA with Particle Swarm Optimization. - Mehmet Emin Aydin; Raymond Kwan; Cyril Leung; Jie Zhang 003 (EvoWorkshops, 2009)

Multiuser scheduling in high speed downlink packet access. - Raymond Kwan; Mehmet Emin Aydin; Cyril Leung; Jie Zhang 003 (IET Commun., 2009)

Swarms of Metaheuristic Agents: A Model for Collective intelligence. - Mehmet Emin Aydin; Joyce Y. Wu; Liang Zhang (3PGCIC, 2010)

Collaboration of heterogenous metaheuristic agents. - Mehmet Emin Aydin (ICDIM, 2010)

A new orthogonal array based crossover, with analysis of gene interactions, for evolutionary algorithms and its application to car door design. - Kit Yan Chan; C. K. Kwong 001; Huimin Jiang; Mehmet Emin Aydin; Terence C. Fogarty (Expert Syst. Appl., 2010)

Scanning Environments with Swarms of Learning Birds: A Computational Intelligence Approach for Managing Disasters. - Mehmet Emin Aydin; Nik Bessis; Eleana Asimakopoulou; Fatos Xhafa; Joyce Y. Wu (AINA, 2011)

Reinforcement learning based radio resource scheduling in LTE-advanced. - Ioan Sorin Comsa; Mehmet Aydin 001; Sijing Zhang; Pierre Kuonen; Jean-Frédéric Wagen (ICAC, 2011)

Multiuser Scheduling on the LTE Downlink with Simulated Annealing. - Mehmet Emin Aydin; Raymond Kwan; Joyce Y. Wu; Jie Zhang 003 (VTC Spring, 2011)

Utilizing Next Generation Emerging Technologies for Enabling Collective Computational Intelligence in Disaster Management. - Nik Bessis; Eleana Asimakopoulou; Mehmet Emin Aydin; Fatos Xhafa (Next Generation Data Technologies for Collective Computational Intelligence, 2011)

A novel dynamic Q-learning-based scheduler technique for LTE-advanced technologies using neural networks. - Ioan Sorin Comsa; Sijing Zhang; Mehmet Aydin 001; Pierre Kuonen; Jean-Frédéric Wagen (LCN, 2012)

Multi Objective Resource Scheduling in LTE Networks Using Reinforcement Learning. - Ioan Sorin Comsa; Mehmet Aydin 001; Sijing Zhang; Pierre Kuonen; Jean-Frédéric Wagen (Int. J. Distributed Syst. Technol., 2012)

Coordinating metaheuristic agents with swarm intelligence. - Mehmet Emin Aydin (J. Intell. Manuf., 2012)

A Novel Learning-Based Spectrum Sensing Technique for Cognitive Radio Networks. - Mehmet Emin Aydin; Ghazanfar Ali Safdar; Nauman Aslam (AINA Workshops, 2013)

Refining scheduling policies with genetic algorithms. - Emin Ogur; Mehmet Emin Aydin (GECCO (Companion), 2013)

A hybrid swarm intelligence algorithm for multiuser scheduling in HSDPA. - Mehmet Emin Aydin; Raymond Kwan; Cyril Leung; Carsten Maple; Jie Zhang 003 (Appl. Soft Comput., 2013)

Heuristic-based neural networks for stochastic dynamic lot sizing problem. - Ercan Senyigit; Muharrem Dügenci; Mehmet Emin Aydin; Mithat Zeydan (Appl. Soft Comput., 2013)

Scheduling Cutting Process for Large Paper Rolls - Mehmet Emin Aydin; Osman Taylan (CoRR, 2013)

Multiuser scheduling on the LTE downlink with meta-heuristic approaches. - Mehmet Emin Aydin; Raymond Kwan; Joyce Y. Wu (Phys. Commun., 2013)

Adaptive proportional fair parameterization based LTE scheduling using continuous actor-critic reinforcement learning. - Ioan Sorin Comsa; Sijing Zhang; Mehmet Aydin 001; Jianping Chen; Pierre Kuonen; Jean-Frédéric Wagen (GLOBECOM, 2014)

Scheduling policies based on dynamic throughput and fairness tradeoff control in LTE-A networks. - Ioan Sorin Comsa; Mehmet Aydin 001; Sijing Zhang; Pierre Kuonen; Jean-Frédéric Wagen; Yao Lu 004 (LCN, 2014)

Creep modelling of polypropylenes using artificial neural networks trained with Bee algorithms. - Muharrem Dügenci; Alpay Aydemir; Ismail Esen; Mehmet Emin Aydin (Eng. Appl. Artif. Intell., 2015)

A multi-agent based approach for change management in manufacturing enterprises. - Mustafa Batuhan Ayhan; Mehmet Emin Aydin; Ercan Öztemel (J. Intell. Manuf., 2015)

Aviation Accident Analysis: A Case Study. - Mohammad Shahriari; Mehmet Emin Aydin (AHFE (20), 2017)

Lessons Learned from Analysis of Los Frailes Tailing Dam Failure. - Mohammad Shahriari; Mehmet Emin Aydin (AHFE (20), 2017)

A Parametric Study for Congestion Control in Queuing Networks. - Mazhar Hussain Malik; Abdul Majeed; Mehmet Emin Aydin; Mubasher Hussain Malik (ICFNDS, 2017)

A reinforcement learning algorithm for building collaboration in multi-agent systems. - Mehmet Emin Aydin; Ryan Fellows (CoRR, 2017)

Managing Congestion in Vehicular Networks Using Tabu Search. - Muhammad Ishaq; Mazhar Hussain Malik; Mehmet Emin Aydin (EANN, 2018)

Selecting Display Products for Furniture Stores Using Fuzzy Multi-criteria Decision Making Techniques. - Özer Uygun; Ilker Güven; Fuat Simsir; Mehmet Emin Aydin (EANN, 2018)

Building Collaboration in Multi-agent Systems Using Reinforcement Learning. - Mehmet Emin Aydin; Ryan Fellows (ICCCI (2), 2018)

Diversifying Search in Bee Algorithms for Numerical Optimisation. - Muharrem Dügenci; Mehmet Emin Aydin (ICCCI (2), 2018)

An adaptive opportunistic routing scheme for reliable data delivery in WSNs. - Malik Hasnain; Mazhar Hussain Malik; Mehmet Emin Aydin (ICFNDS, 2018)

Editorial Message: Special Issue on Efficient Fuzzy Systems for Mining Large Scale, Imprecise, Uncertain and Vague Data. - Kit Yan Chan; Mehmet Emin Aydin; Huseyin Seker; Vasile Palade; Tzung-Pei Hong (Int. J. Fuzzy Syst., 2018)

Towards 5G: A Reinforcement Learning-Based Scheduling Solution for Data Traffic Management. - Ioan-Sorin Comsa; Sijing Zhang; Mehmet Emin Aydin; Pierre Kuonen; Yao Lu 004; Ramona Trestian; Gheorghita Ghinea (IEEE Trans. Netw. Serv. Manag., 2018)

Enhancing User Fairness in OFDMA Radio Access Networks Through Machine Learning. - Ioan-Sorin Comsa; Sijing Zhang; Mehmet Aydin 001; Pierre Kuonen; Ramona Trestian; Gheorghita Ghinea (Wireless Days, 2019)

A Comparison of Reinforcement Learning Algorithms in Fairness-Oriented OFDMA Schedulers. - Ioan-Sorin Comsa; Sijing Zhang; Mehmet Aydin 001; Pierre Kuonen; Ramona Trestian; Gheorghita Ghinea (Inf., 2019)

Feature Selection with Artificial Bee Colony Algorithms for Classifying Parkinson's Diseases. - Rafet Durgut; Yusuf Yargi Baydilli; Mehmet Emin Aydin (EANN, 2020)

An analytical framework for high-speed hardware particle swarm optimization. - Issam W. Damaj; Mohammed El-Shafei; Mohammed El-Abd; Mehmet Emin Aydin (Microprocess. Microsystems, 2020)

A honeybees-inspired heuristic algorithm for numerical optimisation. - Muharrem Dügenci; Mehmet Emin Aydin (Neural Comput. Appl., 2020)

QoE-Based Mobility-Aware Collaborative Video Streaming on the Edge of 5G. - Mehmet Fatih Tüysüz; Mehmet Emin Aydin (IEEE Trans. Ind. Informatics, 2020)

Threats on the horizon: understanding security threats in the era of cyber-physical systems. - Steven Walker-Roberts; Mohammad Hammoudeh; Omer Aldabbas 001; Mehmet Aydin 001; Ali Dehghantanha (J. Supercomput., 2020)

Multiple Pursuers TrailMax Algorithm for Dynamic Environments. - Azizkhon Afzalov; Ahmad Lotfi; Benjamin Inden; Mehmet Emin Aydin (ICAART (2), 2021)

Multi-Agent Path Planning Approach Using Assignment Strategy Variations in Pursuit of Moving Targets. - Azizkhon Afzalov; Jun He 004; Ahmad Lotfi; Mehmet Emin Aydin (KES-AMSTA, 2021)

Reinforcement Learning-Based Adaptive Operator Selection. - Rafet Durgut; Mehmet Emin Aydin (OLA, 2021)

A Comparative Analysis for Binary Search Operators used in Artificial Bee Colony. - Ibrahim Atli; Rafet Durgut; Mehmet Emin Aydin (SIU, 2021)

Adaptive binary artificial bee colony algorithm. - Rafet Durgut; Mehmet Emin Aydin (Appl. Soft Comput., 2021)

A multi agent-based approach for energy efficient water resource management. - Mehmet Emin Aydin; Rüstem Keles (Comput. Ind. Eng., 2021)

Digital transformation: Industry 4.0 for future minds and future society. - Özer Uygun; Mehmet Emin Aydin (Comput. Ind. Eng., 2021)

Adaptive operator selection with reinforcement learning. - Rafet Durgut; Mehmet Emin Aydin; Ibrahim Atli (Inf. Sci., 2021)

A Stream X-Machine Tool for Modelling and Generating Test Cases for Chronic Diseases Based on State-Counting Approach. - Khoa Phung; Dilshan Jayatilake; Emmanuel Ogunshile; Mehmet Aydin 001 (Program. Comput. Softw., 2021)

Analysing the Predictivity of Features to Characterise the Search Space. - Rafet Durgut; Mehmet Emin Aydin; Hisham Ihshaish; Abdur Rakib (ICANN (4), 2022)

Transfer Learning for Operator Selection: A Reinforcement Learning Approach. - Rafet Durgut; Mehmet Emin Aydin; Abdur Rakib (Algorithms, 2022)

A Strategy-Based Algorithm for Moving Targets in an Environment with Multiple Agents. - Azizkhon Afzalov; Ahmad Lotfi; Benjamin Inden; Mehmet Emin Aydin (SN Comput. Sci., 2022)

Error-Type - A Novel Set of Software Metrics for Software Fault Prediction. - Khoa Phung; Emmanuel Ogunshile; Mehmet Emin Aydin (IEEE Access, 2023)

Adaptive operator selection utilising generalised experience. - Mehmet Emin Aydin; Rafet Durgut; Abdur Rakib (CoRR, 2024)

Heuristic and swarm intelligence algorithms for work-life balance problem. - Esra Gulmez; Halil Ibrahim Koruca; Mehmet Emin Aydin; Kemal Burak Urganci (Comput. Ind. Eng., 2024)

Feature-based search space characterisation for data-driven adaptive operator selection. - Mehmet Emin Aydin; Rafet Durgut; Abdur Rakib; Hisham Ihshaish (Evol. Syst., 2024)

Why Reinforcement Learning? - Mehmet Emin Aydin; Rafet Durgut; Abdur Rakib (Algorithms, 2024)

Domain-specific implications of error-type metrics in risk-based software fault prediction. - Khoa Phung; Emmanuel Ogunshile; Mehmet Emin Aydin (Softw. Qual. J., 2025)