Publications

• B. Hoda Helmi, Adel Torkaman Rahmani: An AIS algorithm for Web usage mining with directed mutation. IEEE Congress on Evolutionary Computation 2008: 3122-3127 (.pdf)
• Adel Torkaman Rahmani, B. Hoda Helmi: EIN-WUM: an AIS-based algorithm for web usage mining. GECCO 2008: 291-292 (.pdf)
• N. Helmi, B. H. Helmi: Speech Recognition with Fuzzy Neural Network for Discrete Words. Fourth International Conference on Natural Computation, 2008. ICNC '08. 10.1109/ICNC.2008.666.
• Hossein Karshenas, Amin Nikanjam, B. Hoda Helmi, Adel Torkaman Rahmani: Combinatorial effects of local structures and scoring metrics in bayesian optimization algorithm. GEC Summit 2009: 263-270 (.pdf)
• Hossein Karshenas, Amin Nikanjam, B. Hoda Helmi, Adel T. Rahmani: Model accuracy for hierarchical problems”, IEEE International Conference on  Intelligent Computing and Intelligent Systems, 2009. ICIS 2009. 10.1109/ICICISYS.2009.5358041. (.pdf)
• Amin Nikanjam, Hadi Sharifi, B. Hoda Helmi, Adel Rahmani: Enhancing the efficiency of genetic algorithm by identifying linkage groups using DSM clustering. IEEE Congress on Evolutionary Computation 2010: 1-8 (.pdf)
• Amin Nikanjam, Hadi Sharifi, B. Hoda Helmi, Adel Torkaman Rahmani: A new DSM clustering algorithm for linkage groups identification. GECCO 2010: 367-368 (.pdf)
• Hamid Parvin, Behrouz Minaei, Akram Beigi, B. Hoda Helmi: Classification Ensemble by Genetic Algorithms. ICANNGA (1) 2011: 391-399
• Hamid Parvin, Behrouz Minaei-Bidgoli, B. Hoda Helmi: An Innovative Linkage Learning Based on Differences in Local Optimums. CISIS 2011: 285-292
• B. Hoda Helmi, Martin Pelikan, Adel Torkaman Rahmani: Linkage learning using the maximum spanning tree of the dependency graph. GECCO (Companion) 2012
• B. Hoda Helmi, Martin Pelikan, Adel Torkaman Rahmani: Linkage learning using the maximum spanning tree of the dependency graph. MEDAL Technical Report No. 2012005
• B. Hoda Helmi, Adel Torkaman Rahmani: Factor Graph based Factorization Distribution Algorithm GECCO 2013: to be published.
• B. Hoda Helmi, Adel Torkaman Rahmani: Factor Graph based Factorization Distribution Algorithm SCOMAS Technical Report No. 2013001.

Persian:

• B. H. Helmi, A. T. Rahmani, N. Helmi, "An Evolutionary Control Model for a Generic Multiagent System Using Artificial Immune System", First Congress of Fuzzy and Intelligent Systems, 2007. Ferdowsi University, Mashhad, Iran.
• B. H. Helmi, A. T. Rahmani, "Image Segmentation based on a new AIS-based texture feature", 1st Iranina Data Mining Conference, 2007. Amir Kabir University, Tehran, Iran.
• B. H. Helmi, E. Adeli M., N. Mozayani, "Ensemble of Evolved Neural Networks with Augmenting Topology and Feature Selection" In the Proceeding of 15th Iranian Conference on Electrical Engineering, May 12-15, 2007, Iran Telecommunication Research Center, Tehran, Iran, Pages 152-157.

Thesis and Seminars:

• 2007: “Association Rule Mining by Artificial Immune System”, MSc Thesis, Iran University of Science and Technology, Under Supervision of Dr. Adel T. Rahmani. (doc (in Persian), presentation (in English), code (Visual C++ 2008) + data files)
• 2006: "Artificial Immune Systems and their applications", MSc Seminar, Iran University of Science and Technology, Under Supervision of Dr. Adel T. Rahmani.

PhD Proposal:

• 2010: "Learning Linkage in Evolutionary Algorithms to Solve Optimization Problems with Multivariate Interactions", Under Supervision of Dr. Adel T. Rahmani.