 Islamic Azad University, Najafabad Branch |
|
| First Name : Zahra | ||
| Last Name : Beheshti | ||
| E-mail : z-beheshti@iaun.ac.ir, beheshti_zahra@yahoo.com | ||
| Work Address : Islamic Azad University, Najafabad Branch, Esfahan | ||
| Academic Rank :Assistant Professor |
| Academic Degree | Education Field | University | Country | Year |
|---|---|---|---|---|
| B.Sc | Computer Engineering (Software) | Islamic Azad University Najafabad branch | Iran | - |
| M.Sc | Computer Engineering (Software) | Islamic Azad University Najafabad branch | Iran | - |
| Ph.D | Computer Science (Artificial Intelligence), Postdoc of Soft Computing | University Technology Malaysia (UTM) | Malaysia | 2013 |
| Row | Specialized Courses Taught | Degree |
|---|---|---|
| 1 | مباني کامپيوتر و برنامه سازي | کارشناسي |
| 2 | برنامه سازي پيشرفته | کارشناسي |
| 3 | تحليل و طراحي الگوريتم ها | کارشناسي |
| 4 | طراحي و پياده سازي زبانها | کارشناسي |
| 5 | شبکه هاي عصبي | کارشناسي ارشد و دکتري |
| 6 | سمينار تخصصي | کارشناسي ارشد |
| 7 | الگوريتم هاي هوش جمعي | کارشناسي ارشد و دکتري |
| 8 | محاسبات نرم | کارشناسي ارشد |
| 9 | مجموعه‌ها و سيستم‌هاي فازي | کارشناسي ارشد و دکتري |
| 10 | مدل‌هاي گرافي احتمالاتي | دکتري |
| 11 | تحقيق در عمليات | کارشناسي |
| Row | Fields of Investigation and Specialized |
|---|---|
| 1 | Artificial Intelligence - Soft Computing (Neural Networks- Metaheuristic Algorithms-Fuzzy systems- NP-hard Problems) |
| 2 | Algorithm Design |
| 3 | Object Oriented Programming |
| Row | Article title | Journal Name | Year | Issue/Volume | Article Printed Pages |
|---|---|---|---|---|---|
| 1 | BMPA-TVSinV: A Binary Marine Predators Algorithm using time-varying sine and V-shaped transfer functions for wrapper-based feature selection | Knowledge-Based Systems | 2022 | 252 | 109446 |
| 2 | An Agglomerative Hierarchical Clustering Framework for Improving the Ensemble Clustering Process | CYBERNETICS AND SYSTEMS: AN INTERNATIONAL JOURNAL | 2022 | 53-8 | 679-701 |
| 3 | LOADng‑AT: a novel practical implementation of hybrid AHP‑TOPSIS algorithm in reactive routing protocol for intelligent IoT‑based networks | The Journal of Supercomputing | 2022 | 78 | 9521–9569 |
| 4 | An Enhanced Forwarding Method based on Intelligent Water Drops Algorithm in Named Data Network | Majlesi Journal of Electrical Engineering | 2021 | 15-4 | 77-86 |
| 5 | UTF: Upgrade transfer function for binary meta-heuristic algorithms | Applied Soft Computing | 2021 | 106 | 107346 |
| 6 | R-GWO: Representative-based grey wolf optimizer for solving engineering problems | Applied Soft Computing | 2021 | 106 | 1-28 |
| 7 | A novel x-shaped binary particle swarm optimization | Soft Computing | 2021 | 25 | 3013–3042 |
| 8 | A time-varying mirrored S-shaped transfer function for binary particle swarm optimization | Information Sciences | 2020 | 512 | 1503-1542 |
| 9 | Combining hierarchical clustering approaches using the PCA method | Expert Systems With Applications | 2019 | 137 | 1-10 |
| 10 | BMNABC: Binary Multi-Neighborhood Artificial Bee Colony for High-Dimensional Discrete Optimization Problems | CYBERNETICS AND SYSTEMS | 2018 | 49-7 | 452–474 |
| 11 | Electromagnetic field optimization: A physics-inspired metaheuristic optimization algorithm | Swarm and Evolutionary Computation | 2016 | 26 | 8-22 |
| 12 | Improved Centripetal Accelerated Particle Swarm Optimization | International Journal of Advances in Soft Computing and its Applications | 2016 | 8 | 1-26 |
| 13 | A new rainfall forecasting model using the CAPSO algorithm and an artificial neural network | Neural Computing and Applications | 2016 | 27-8 | 2565–2551 |
| 14 | Memetic binary particle swarm optimization for discrete optimization problems | Information Sciences, Elsevier, IF: 3.893 | 2015 | 299 | 58-84 |
| 15 | Non-parametric particle swarm optimization for global optimization | Applied Soft Computing | 2015 | 28 | 345-359 |
| 16 | Fusion Global-Local-Topology Particle Swarm Optimization for Global Optimization Problems | Mathematical Problems in Engineering | 2014 | 2014 | 1-19 |
| 17 | CAPSO: Centripetal Accelerated Particle Swarm Optimization | Information Sciences, Elsevier, IF: 3.893 | 2014 | 258 | 54-79 |
| 18 | Enhancement of Artificial Neural Network Learning using Centripetal Accelerated Particle Swarm Optimization for medical diseases diagnosis | Soft Computing | 2014 | 18 | 2253-2270 |
| 19 | A review of population-based meta-heuristic algorithm | International Journal of Advances in Soft Computing and its Applications | 2013 | 5 | 1-35 |
| 20 | Binary Accelerated Particle Swarm Algorithm (BAPSA) for Discrete Optimization Problems | Journal of Global Optimization | 2013 | 57 | 549-573 |
| 21 | MPSO: Median-oriented Particle Swarm Optimization | Applied Mathematics and Computation | 2013 | 219 | 5817-5836 |
| 22 | A Review of Emotional Learning And It’s Utilization in Control Engineering | International Journal of Advances in Soft Computing and its Applications | 2010 | 2 | 191-208 |
| 23 | Improvement of ECG Signal Noise Removal Using Recursive Kalman Filter | پژوهش در فناوري برق (الكترونيك و قدرت | 2009 | 1 | 47-52 |
| 24 | The Electricity Consumption Prediction using Hybrid Red Kite Optimization Algorithm with Multi-Layer Perceptron Neural Network | Journal of Intelligent Procedures in Electrical Technology | 2025 | 252 | 1-22 |
| 25 | A Condition-based Grey Wolf Optimizer Algorithm for Global Optimization Problems | Journal of Soft Computing and Information Technology (JSCIT) | 2022 | 11-2 | 26-40 |
| 26 | An Individual-Oriented Shuffled Frog Leaping Algorithm for Solving Vehicle Routing Problem | Journal of Information and Communication Technology | 2022 | 51 | 37-54 |
| 27 | A novel data clustering method using 4-gray wolf optimizer algorithm | Iranian Journal of Electrical and Computer Engineering | 2022 | 19-4 | 274 - 261 |
| 28 | Adaptation of Existing Standards for Documentation of Information Systems in Iran | E-journal of Iran Research for Scientific Information and Documentation | 2006 | 1 | 1-12 |
| Row | Article title | Conference Name | Conference Location | Year |
|---|---|---|---|---|
| 1 | Improved Artificial Hummingbird Algorithm for Global Optimization Problems | The Second International Conference Engineering and Science | Islamic Azad University, Najafabad Branch | 2022 |
| 2 | Enhanced Imbalanced Data Classification using Hybrid Gravitational Fixed Radius Nearest Neighbor and Improved Grey Wolf Optimization | The Second International Conference Engineering and Science | Islamic Azad University, Najafabad Branch | 2022 |
| 3 | The Exploration Ability Improvement of Whale Optimization Algorithm using the Local Learning and Following the group | 5th National Electrical Engineering Conference | Islamic Azad University, Najafabad Branch | 2019 |
| 4 | The exploration ability improvement of spotted hyena optimizer using local distributed search | 5th National Electrical Engineering Conference | Islamic Azad University - Najafabad branch | 2019 |
| 5 | A Comprehensive Overview over Forwarding Packet Methods in Named Data Networks | National Conference on Electrical Engineering and Intelligent Systems | Islamic Azad University -Najafabad Branch | 2019 |
| 6 | The prediction of Tehran Stock Exchange Trend using Technological Analysis and Multi-Layer Perceptron Neural Network | 5th National Conference on Electrical Engineering of Iran | Islamic Azad University, Najafabad Branch | 2019 |
| 7 | Improved bat algorithm | First International Conference on Computer Science and Engineering | Islamic Azad University, Najafabad Branch | 2017 |
| 8 | An improved artificial bee colony algorithm for continuous optimization problems | First International Conference on Computer Science and Engineering | Islamic Azad University, Najafabad Branch | 2017 |
| 9 | The security improvement of hashing function using Elman Neural Network | First International Conference on Computer Science and Engineering | Islamic Azad University, Najafabad Branch | 2017 |
| 10 | A review of face detection methods after plastic surgery | First International Conference on Computer Science and Engineering | Islamic Azad University, Najafabad Branch | 2017 |
| 11 | A new artificial bee colony algorithm based on the weighted average of employed bees | 3rd International Conference on Computer Engineering and Expert Systems | Mashhad | 2016 |
| 12 | An improved artificial bee colony algorithm | 3rd International Congress on Computer, Electrical and Communication International Conference on Computer Engineering and Expert Systems | Mashhad | 2016 |
| 13 | Evolutionary Algorithms for Neural Network Learning Enhancement | The First Iranian Students Scientific Conference in Malaysia | Malaysia | 2011 |
| 14 | Improvement of Multi-Layer Perceptron (MLP) training using optimization algorithms | The 1st National Doctoral Seminar on Artificial Intelligence Technology | Malaysia | 2010 |
| 15 | Software Engineering and Information System Applications in life | The First National Conference on Software Engineering Applications | لاهيجان | 2009 |
| 16 | Role of Information Technology in Mobile Learning | The First national electrical engineering conference | دانشگاه ازاد اسلامي واحد نجف آباد | 2008 |
| 17 | Revolutionizing Learning Technology Based on Information Technology | The first Conference of from E-Learning to Virtual University | Islamic Azad University South Tehran | 2005 |
| 18 | A Study on Roles of Electronic Learning Versus Traditional Learning and Making it Popular for Teaching and Training in Iran | The 2nd International Conference on E-learning | Tehran | 2004 |
| Row | Title | Responsibility | Project Kind |
|---|
| Row | Title Compilation | Kind Compilation | Publishing Date | Publisher |
|---|---|---|---|---|
| 1 | Centripetal Accelerated Particle Swarm Optimization And Applications | Compilation | 2014 | Scholars’ Press |
| Row | Title | Registration Place | Reference Confirmed | Date |
|---|
| Row | Institution | Title | Festival | Date | Reference Award Announcement |
|---|---|---|---|---|---|
| 1 | Universiti Teknologi Malaysia (UTM) | Scholarships for top international PhD students | 2012 | ||
| 2 | Stanford University | Top 2% scientists of the world in 2020 | 2020 | ||
| 3 | Stanford University | Top 2% scientists of the world in 2021 | 2021 |
| Row | Title | Date |
|---|---|---|
| 1 | Machine Learning | 16/08/2021 |
| 2 | Fuzzy Expert System and its application in determining the algorithms parameters | 16/12/2019 |
| 3 | Introduction to Fuzzy Logic, Design and Implementation of Fuzzy Expert Systems | 11/06/2022 |
| Row | Title Executive | Year |
|---|---|---|
| 1 | Head of Computing Center | 1997 |
| 2 | Head of Applied Computer Department | 2004 |
| 3 | Research ِDeputy of Faculty of Technology and Engineering 1 | 2007 |
| 4 | Research Scholar | 2009 |
| 5 | Post Doctoral Researcher | 2013 |
| 6 | Visiting Researcher | 2013 |
| 7 | Research Scholar | 2014 |