University of Isfahan

Khansar Faculty of Mathematics and Computer

Computer Science and Engineering Department

                

Personal Information:

Mehdi Bateni

Academic Rank: Assistant Professor

Official Homepage: https://khc.ui.ac.ir/m.bateni

Google Scholar: Here

Tel: +98 31 57995201

Email: m.bateni@khc.ui.ac.ir and m.bateni@gmail.com

Address: Department of Computer Science and Computer Engineering, Khansar Campus, University of Isfahan, Iran

Educational Background:

Areas of Interest:

  • Social Networks
  • Metaheuristic Algorithms
  • Artificial Immune System
  • Evolutionary Computing
  • Combinatorial Optimization
  • Intrusion Detection System
  • Information Security

Journal Papers:

  1. Parallel Incremental Mining of Regular-Frequent Patterns from WSNs Big Data, Journal of Artificial Intelligence & Data Mining (JAIDM), vol.11, no.4, pp.639-648, 2023.

  2. Uplift Modeling Using Artificial Immune System, Journal of Computing and Security, vol.10, no.2, pp.45-60, 2023.

  3. Identifying Influential Nodes in Large Scale Social Networks Using Global and Local Structural Information, International Journal of Business Intelligence and Data Mining, vol.23, no.2, pp.150-165, 2023.

  4. Influence Maximization in Social Networks using Deterministic Crowding Algorithm, International Journal of Innovative Technology and Exploring Engineering, vol.8, no.11, pp.4258-4265, 2019.

  5. An Improved Method for Packed Malware Detection using PE Header and Section Table Information, International Journal of Computer Network and Information Security, vol.11, no.9, pp.9-17, 2019.

  6. Improved link prediction in social networks using label propagation, International Journal of Research Studies in Computer Science and Engineering, vol.6, no.3, pp.31-38, 2019.

  7. Improving the AODV Protocol to satisfy the Required Level of Reliability for HANs, International Journal of Computer Network and Information Security, vol.8, no.6, pp.22-28, 2016.

  8. Extended K-Anonymity model for privacy preserving on micro data, International Journal of Computer Network and Information Security, vol.7, no.12, pp.42-51, 2015.

  9. An architecture for alert correlation inspired by a comprehensive model of human immune system, International Journal of Computer Network and Information Security, vol.6, no.12, pp.47-57, 2014.

  10. Presenting a Hiding Algorithm for Improving Privacy Preserving in Association Rule Mining, International Journal of Computer Applications, vol.103, no.10, pp.31-40, 2014.

  11. Time Window Management for Alert Correlation Using Context Information and Classification, International Journal of Computer Network and Information Security , vol.5, no.11, pp.9-16, 2013.

  12. Using Artificial Immune System and Fuzzy Logic for Alert Correlation, International Journal of Network Security, vol.15, no.3, pp.190-204, 2013.

  13. An AIS-inspired Architecture for Alert Correlation, International Journal of Innovative Computing, Information & Control, vol.9, no.1, pp.231-255, 2013.

  14. Alert Correlation using Artificial Immune Recognition System, International Journal of  Bio-Inspired Computation, vol.4, no.3,  pp.181-195, 2012.

Conference Papers:

  1. Presenting a secure and energy-aware routing protocol based on RPL in the VANET network for Internet of Things applications. 6th National Conference on new technologies in electrical, computer and mechanical engineering in Iran, Tehran, Iran, 2023.

  2. Presenting an Efficient Method for Identifying Influential Nodes in Large Social Networks. 4th National Iranian Informatic conference, Tehran, Iran, 2022.

  3. Identifying Influential People in Large Scale Social Network Using Global and Local Structural Information. 7th International conference on Web Research, Tehran, Iran, 2021.

  4. Influence Maximization in Social Networks using Explicit Multimodal Approach based on Fitness Sharing Algorithm with Dynamic Sharing Radius. 26th International Conference of Computer Society of Iran, Khaje Nasir Toosi University of Technology, Tehran, Iran, 2021.

  5. Improving SMS Spam Detection Using a Hybrid Method based on Stylistic Features and Optimum-path Forest . 3rd International conference on Soft Computing, Guilan University, Roodsar, Iran, 2019.

  6. Influence Maximization in Social Networks using fitness sharing. 3rd International Conference on Electrical Engineering, Mechanical Engineering, Computer Science and Engineering, Sofia, Sofia, Bulgaria, 2019.

  7. Improving link prediction in social network using label propagation. New finding in electrical, computer and information technology, Shiraz, Shiraz, Iran, 2019.

  8. Influence Maximization in Social Networks using Deterministic Crowding Algorithm . New finding in electrical, computer and information technology, Shiraz, Iran, 2019.

  9. Early identification of critical events in frequent priodic pattern stream data using pattern prediction. 2nd National conference on New Technologies in Electrical and Computer Engineering, isfahan, Iran, 2019.

  10. Improving uplift in uplift modeling using artificial immune system. 3rd International Conference on Electrical Engineering, Computer and Information Technology, Shiraz, Shiraz, Iran, 2017.

  11. Improved link prediction in complex and dynamic networks using ant colony optimization. International Conference on computer, Information Technology and Elecrtical Engineering, International Conference Center, Tehran, Iran, 2017.

  12. Improving uplift in uplift modeling using artificial immune system. 2nd International conference on Soft Computing, Guilan University, Roodsar, Iran, 2017.

  13. Improving spam post detection in social network using artificial immune system. National Conference on Researches of Computer Engineering, Shahid Beheshti University, Tehran, Iran, 2016.

  14. Improving detection of profile injection attacks on collaborative filtering recommendation system using artificial immune system. 3rd International Conference on Knowlege-Based Engineering and Innovationa, Tehran, Tehran, Iran, 2016.

  15. A new method based on preprocessing for improving opinion mining in persian twitter. International Conference on Electrical Enginnering and Computer Science, Tehran, Tehran, Iran, 2015.

  16. New method for detecting local system calls to improve detection of packed malware. International Conference in new research of Electrical Engineering and Computer Science Tehran University, Tehran, Iran, 2015.

  17. Development of k-anonimity model to preserve privacy on micro data. 7th Knowledge Management Conference, Shahid Beheshti University, Tehran, Iran, 2015.

  18. Alert Correlation in an Intrusion Detection System using Artificial Immune System. 8th Iranian Security Comminity Conference, Ferdowsi University, Mashhad, Iran, 2011.

  19. Using Ontology in Data Quality Improvement Process. 3rd International Conference on Information and Knowledge Management, Ferdowsi University, Mashhad, Iran, 2007.

  20. Cache Retention for Cache Coherency in a weak distributed shared memory system. 5th International Conference of Computer Society of Iran, Shahid Beheshti University, Tehran, Iran, 2000.

Executive Records:

Undergraduate Courses:

Graduate Courses:

  • Reinforcement Learning
  • Advanced topics in Software Engineering
  • Evolutionary Computing
  • Advanced Algorithm
  • Machine Learning
  • Complex and Dynamic Networks
  • Advanced topics in E-Commerce
  • Security in E-Commerce
  • Advanced topics in Artificial Intelligence
  • Research Method

Doctoral Dissertations:

Alert Correlation using Artificial Immune System, Computer Engineering Faculty, University of Isfahan, Isfahan, Iran, 2012.

Master Thesis:

Cache Retention for Cache Coherency in a weak distributed shared memory system, Faculty of Engineering, Ferdowsi University of Mashhad, Mashhad, Iran, 2000.