All Stories

  1. Adaptive operator selection in heuristic optimization utilizing generalized experience with reinforcement learning

    Article • International Journal of Parallel Emergent and Distributed Systems, December 2025, Taylor & Francis

    Dr Mehmet Emin Aydin

  2. Behavioural analysis of independent value-based learning in non-cooperative games

    Article • International Journal of Parallel Emergent and Distributed Systems, December 2025, Taylor & Francis

    Dr Mehmet Emin Aydin

  3. Deep Learning Architectures for Software Fault Prediction: The Impact of Error‐Type Metrics and Class Imbalance

    Article • Concurrency and Computation Practice and Experience, December 2025, Wiley

    Dr Mehmet Emin Aydin

  4. Domain-specific implications of error-type metrics in risk-based software fault prediction

    Article • Software Quality Journal, January 2025, Springer Science + Business Media

    Dr Mehmet Emin Aydin

  5. Leveraging Deep Learning for Enhanced Software Fault Prediction Using Error-Type Metrics

    Article • January 2025, Springer Science + Business Media

    Dr Mehmet Emin Aydin

  6. Why Reinforcement Learning?

    Article • Algorithms, June 2024, MDPI AG

    Dr Mehmet Emin Aydin

  7. Assuring Correctness, Testing, and Verification of Compiler Design.

    Article • May 2024, ACM (Association for Computing Machinery)

    Dr Mehmet Emin Aydin, BASHIR SANUSI, Professor Stephen Olatunde Olabiyisi

  8. Heuristic and swarm intelligence algorithms for work-life balance problem

    Article • Computers & Industrial Engineering, January 2024, Elsevier

    Dr Mehmet Emin Aydin

  9. Feature-based search space characterisation for data-driven adaptive operator selection

    Article • Evolving Systems, December 2023, Springer Science + Business Media

    Dr Mehmet Emin Aydin

  10. The Effect of Parameters on the Success of Heuristic Algorithms in Personalized Personnel Scheduling

    Article • October 2023, Springer Science + Business Media

    Dr Mehmet Emin Aydin

  11. Error-Type—A Novel Set of Software Metrics for Software Fault Prediction

    Article • IEEE Access, January 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Mehmet Emin Aydin

  12. Multi Strategy Search with Crow Search Algorithm

    Article • November 2022, IntechOpen

    Dr Mehmet Emin Aydin

  13. Development of Communicating Stream X-Machine Tool for Modeling and Generating Test Cases for Automated Teller Machine

    Article • August 2022, Academy and Industry Research Collaboration Center (AIRCC)

    Dr Mehmet Emin Aydin

  14. A Strategy-Based Algorithm for Moving Targets in an Environment with Multiple Agents

    Article • SN Computer Science, August 2022, Springer Science + Business Media

    Dr Mehmet Emin Aydin

  15. Transfer Learning for Operator Selection: A Reinforcement Learning Approach

    Article • Algorithms, January 2022, MDPI AG

    Dr Mehmet Emin Aydin

  16. Long Short Term Memory for Predicting Regional Crime Rates

    Article • SSRN Electronic Journal, January 2022, Elsevier

    Dr Mehmet Emin Aydin

  17. Analysing the Predictivity of Features to Characterise the Search Space

    Article • January 2022, Springer Science + Business Media

    Dr Mehmet Emin Aydin

  18. Modelling Interrelationship between Diseases with Communicating Stream X-Machines

    Article • Proceedings of the Institute for System Programming of RAS, January 2022, Institute for System Programming of the Russian Academy of Sciences

    Dr Mehmet Emin Aydin

  19. Transfer Learning for Operator Selection: A Reinforcement Learning Approach

    Article • December 2021, MDPI AG

    Dr Mehmet Emin Aydin

  20. Adaptive operator selection with reinforcement learning

    Article • Information Sciences, December 2021, Elsevier

    Dr Mehmet Emin Aydin

  21. A Stream X-Machine Tool for Modelling and Generating Test Cases for Chronic Diseases Based on State-Counting Approach

    Article • Programming and Computer Software, December 2021, Pleiades Publishing Ltd

    Dr Mehmet Emin Aydin

  22. Çok boyutlu sırt çantası problemi için adaptif ikili yapay arı kolonisi algoritması (AİYAK)

    Article • Gazi Üniversitesi Mühendislik-Mimarlık Fakültesi Dergisi, September 2021, Journal of the Faculty of Engineering and Architecture of Gazi University

    Dr Mehmet Emin Aydin

  23. Digital transformation: Industry 4.0 for future minds and future society

    Article • Computers & Industrial Engineering, July 2021, Elsevier

    Dr Mehmet Emin Aydin

  24. Adaptive binary artificial bee colony algorithm

    Article • Applied Soft Computing, March 2021, Elsevier

    Dr Mehmet Emin Aydin

  25. Max-gain relay selection scheme for wireless networks

    Article • Engineering Science and Technology an International Journal, February 2021, Elsevier

    Dr Mehmet Emin Aydin

  26. A multi agent-based approach for energy efficient water resource management

    Article • Computers & Industrial Engineering, January 2021, Elsevier

    Dr Mehmet Emin Aydin

  27. Multi-Agent Path Planning Approach Using Assignment Strategy Variations in Pursuit of Moving Targets

    Article • January 2021, Springer Science + Business Media

    Dr Mehmet Emin Aydin

  28. Multiple Pursuers TrailMax Algorithm for Dynamic Environments

    Article • January 2021, Scitepress

    Dr Mehmet Emin Aydin

  29. Pandemic Management With Social Media Analytics

    Article • January 2021, IGI Global

    Dr Mehmet Emin Aydin

  30. Reinforcement Learning-Based Adaptive Operator Selection

    Article • January 2021, Springer Science + Business Media

    Dr Mehmet Emin Aydin

  31. Guaranteeing User Rates With Reinforcement Learning in 5G Radio Access Networks

    Article • January 2021, IGI Global

    Dr Mehmet Emin Aydin

  32. Elicitation of the Factors Affecting Electricity Distribution Efficiency Using the Fuzzy AHP Method

    Article • Mathematics, December 2020, MDPI AG

    Dr Mehmet Emin Aydin

  33. Elicitation of the Factors Affecting Electricity Distribution Efficiency using Fuzzy AHP Method: A Case Study

    Article • December 2020, MDPI AG

    Dr Mehmet Emin Aydin

  34. QoE-Based Mobility-Aware Collaborative Video Streaming on the Edge of 5G

    Article • IEEE Transactions on Industrial Informatics, November 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Mehmet Emin Aydin

  35. An analytical framework for high-speed hardware particle swarm optimization

    Article • Microprocessors and Microsystems, February 2020, Elsevier

    Dr Mehmet Emin Aydin

  36. Feature Selection with Artificial Bee Colony Algorithms for Classifying Parkinson’s Diseases

    Article • January 2020, Springer Science + Business Media

    Dr Mehmet Emin Aydin

  37. Threats on the horizon: understanding security threats in the era of cyber-physical systems

    Article • The Journal of Supercomputing, October 2019, Springer Science + Business Media

    Dr Mehmet Emin Aydin

  38. A honeybees-inspired heuristic algorithm for numerical optimisation

    Article • Neural Computing and Applications, October 2019, Springer Science + Business Media

    Dr Mehmet Emin Aydin

  39. A Comparison of Reinforcement Learning Algorithms in Fairness-Oriented OFDMA Schedulers

    Article • Information, October 2019, MDPI AG

    Dr Mehmet Emin Aydin

  40. Monitoring the Performance of Petrochemical Organizations in Saudi Arabia Using Data Envelopment Analysis

    Article • Mathematics, June 2019, MDPI AG

    Dr Mehmet Emin Aydin

  41. Enhancing User Fairness in OFDMA Radio Access Networks Through Machine Learning

    Article • April 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Mehmet Emin Aydin

  42. Guaranteeing User Rates With Reinforcement Learning in 5G Radio Access Networks

    Article • January 2019, IGI Global

    Dr Mehmet Emin Aydin

  43. Machine Learning in Radio Resource Scheduling

    Article • January 2019, IGI Global

    Dr Mehmet Emin Aydin

  44. Towards 5G: A Reinforcement Learning-Based Scheduling Solution for Data Traffic Management

    Article • IEEE Transactions on Network and Service Management, December 2018, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Mehmet Emin Aydin

  45. An Agent-Based Approach for Strategic Alignment in Enterprise Systems: A Cancer Care Case

    Article • November 2018, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Mehmet Emin Aydin

  46. An adaptive opportunistic routing scheme for reliable data delivery in WSNs

    Article • June 2018, ACM (Association for Computing Machinery)

    Dr Mehmet Emin Aydin

  47. Editorial Message: Special Issue on Efficient Fuzzy Systems for Mining Large Scale, Imprecise, Uncertain and Vague Data

    Article • International Journal of Fuzzy Systems, March 2018, Springer Science + Business Media

    Dr Mehmet Emin Aydin

  48. Diversifying Search in Bee Algorithms for Numerical Optimisation

    Article • January 2018, Springer Science + Business Media

    Dr Mehmet Emin Aydin

  49. Building Collaboration in Multi-agent Systems Using Reinforcement Learning

    Article • January 2018, Springer Science + Business Media

    Dr Mehmet Emin Aydin

  50. A Parametric Study for Congestion Control in Queuing Networks

    Article • July 2017, ACM (Association for Computing Machinery)

    Dr Mehmet Emin Aydin

  51. Creep modelling of polypropylenes using artificial neural networks trained with Bee algorithms

    Article • Engineering Applications of Artificial Intelligence, October 2015, Elsevier

    Dr Mehmet Emin Aydin

  52. Cognitive Access Point to Handle Delay Sensitive Traffic in WLANs

    Article • February 2015, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Mehmet Emin Aydin

  53. Multiuser scheduling on the LTE downlink with meta-heuristic approaches

    Article • Physical Communication, December 2013, Elsevier

    Dr Mehmet Emin Aydin

  54. A multi-agent based approach for change management in manufacturing enterprises

    Article • Journal of Intelligent Manufacturing, June 2013, Springer Science + Business Media

    Dr Mehmet Emin Aydin

  55. A hybrid swarm intelligence algorithm for multiuser scheduling in HSDPA

    Article • Applied Soft Computing, May 2013, Elsevier

    Dr Mehmet Emin Aydin

  56. Heuristic-based neural networks for stochastic dynamic lot sizing problem

    Article • Applied Soft Computing, March 2013, Elsevier

    Dr Mehmet Emin Aydin

  57. Multiuser Scheduling on the LTE Downlink with Simulated Annealing

    Article • May 2011, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Mehmet Emin Aydin

  58. Scanning Environments with Swarms of Learning Birds: A Computational Intelligence Approach for Managing Disasters

    Article • March 2011, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Mehmet Emin Aydin

  59. Utilizing Next Generation Emerging Technologies for Enabling Collective Computational Intelligence in Disaster Management

    Article • January 2011, Springer Science + Business Media

    Dr Mehmet Emin Aydin

  60. Coordinating metaheuristic agents with swarm intelligence

    Article • Journal of Intelligent Manufacturing, July 2010, Springer Science + Business Media

    Dr Mehmet Emin Aydin

  61. Collaboration of heterogenous metaheuristic agents

    Article • July 2010, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Mehmet Emin Aydin

  62. A new orthogonal array based crossover, with analysis of gene interactions, for evolutionary algorithms and its application to car door design

    Article • Expert Systems with Applications, May 2010, Elsevier

    Dr Mehmet Emin Aydin

  63. Multiuser scheduling in high speed downlink packet access

    Article • IET Communications, August 2009, the Institution of Engineering and Technology (the IET)

    Dr Mehmet Emin Aydin

  64. A statistics-based genetic algorithm for quality improvements of power supplies

    Article • European J of Industrial Engineering, January 2009, Inderscience Publishers

    Dr Mehmet Emin Aydin

  65. An exploration of the literature on the use of 'swarm intelligence-based techniques' for public service problems

    Article • European J of Industrial Engineering, January 2009, Inderscience Publishers

    Dr Mehmet Emin Aydin

  66. Multiuser Scheduling in HSDPA with Particle Swarm Optimization

    Article • January 2009, Springer Science + Business Media

    Dr Mehmet Emin Aydin

  67. Multiuser Scheduling in HSDPA using Simulated Annealing

    Article • August 2008, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Mehmet Emin Aydin

  68. GENETIC ALGORITHMS WITH DYNAMIC MUTATION RATES AND THEIR INDUSTRIAL APPLICATIONS

    Article • International Journal of Computational Intelligence and Applications, June 2008, World Scientific Pub Co Pte Lt

    Dr Mehmet Emin Aydin

  69. Sequential and Parallel Variable Neighborhood Search Algorithms for Job Shop Scheduling

    Article • January 2008, Springer Science + Business Media

    Dr Mehmet Emin Aydin

  70. UMTS base station location planning: a mathematical model and heuristic optimisation algorithms

    Article • IET Communications, October 2007, the Institution of Engineering and Technology (the IET)

    Dr Mehmet Emin Aydin

  71. A Novel Programming Model and Optimisation Algorithms for WCDMA Networks

    Article • April 2007, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Mehmet Emin Aydin

  72. Parallel variable neighbourhood search algorithms for job shop scheduling problems

    Article • IMA Journal of Management Mathematics, April 2007, Oxford University Press (OUP)

    Dr Mehmet Emin Aydin

  73. Optimisation of WCDMA radio networks with consideration of link-level performance factors

    Article • International Journal of Mobile Network Design and Innovation, January 2007, Inderscience Publishers

    Dr Mehmet Emin Aydin

  74. An orthogonal array based genetic algorithm for developing neural network based process models of fluid dispensing

    Article • International Journal of Production Research, November 2006, Taylor & Francis

    Dr Mehmet Emin Aydin

  75. Solving large-scale uncapacitated facility location problems with evolutionary simulated annealing

    Article • International Journal of Production Research, November 2006, Taylor & Francis

    Dr Mehmet Emin Aydin

  76. A Study on Programming Model and Heuristic Optimization Algorithms for WCDMA Radio Networks

    Article • October 2006, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Mehmet Emin Aydin

  77. Variable Neighbourhood Search for Job Shop Scheduling Problems

    Article • Journal of Software, August 2006, International Academy Publishing (IAP)

    Dr Mehmet Emin Aydin

  78. Mathematical Modelling and Comparisons of Four Heuristic Optimization Algorithms for WCDMA Radio Network Planning

    Article • June 2006, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Mehmet Emin Aydin

  79. Main Effect Fine-tuning of the Mutation Operator and the Neighbourhood Function for Uncapacitated Facility Location Problems

    Article • Soft Computing, March 2006, Springer Science + Business Media

    Dr Mehmet Emin Aydin

  80. A Variable Neighbourhood Search Algorithm for Job Shop Scheduling Problems

    Article • January 2006, Springer Science + Business Media

    Dr Mehmet Emin Aydin

  81. A simulated annealing algorithm for multi-agent systems: a job-shop scheduling application

    Article • Journal of Intelligent Manufacturing, December 2004, Springer Science + Business Media

    Dr Mehmet Emin Aydin

  82. Teams of autonomous agents for job-shop scheduling problems: An experimental study

    Article • Journal of Intelligent Manufacturing, August 2004, Springer Science + Business Media

    Dr Mehmet Emin Aydin

  83. A Distributed Evolutionary Simulated Annealing Algorithm for Combinatorial Optimisation Problems

    Article • Journal of Heuristics, May 2004, Springer Science + Business Media

    Dr Mehmet Emin Aydin

  84. Dynamic job-shop scheduling using reinforcement learning agents

    Article • Robotics and Autonomous Systems, November 2000, Elsevier

    Dr Mehmet Emin Aydin

  85. A Particle Swarm Optimization Algorithm for Multiuser Scheduling in HSDPA

    Article • Springer Science + Business Media

    Dr Mehmet Emin Aydin