Research Topics
Some current research topics have been listed below; M.Sc student can select this topics as seminar course as well as master thesis.
| Research Topics 2015 |
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| 1 | Stock Market Prediction: Hidden Markov Model (HMM) or Bayesian Network (BN) | Mis. SadrNeghad | |
| 2 | Stock Market Prediction: Neural Network (NN), Statistical Analysis (SA) | Mr. Mostafapoor | |
| 3 | Malicious Code or Virus Analysis: HMM, NN, ANFIS, BN, SA | Mis. Hatami | |
| 4 | Intrusion Detection: HMM, NN, ANFIS, BN, SA | ||
| 5 | Persian Handwriting Detection: Markov Model (MM), HMM, BN | Mr. Safari | |
| 6 | Sign Detection: MM, HMM, BN | Mis. Anbaee | |
| 7 | Face Detection and Analysis: HMM, MM, BN | ||
| 8 | Web Recomendation, Collaborative Filtering, Folksonomy: HMM, BN, SA | Mis. Fahimi,Mr. Faridani | |
| Research Topics 2014 | |||
| 1 | Bayesian Network Analysis and its Sensitivity Analysis for the Questionnaire Investigation on SNS |
(pdf) | |
| 2 | The Use of Body Motion Analysis as an Artificial Neural Network Method for Personal Identification | (pdf) | |
| 3 | Optimal Treatment of Queueing Model for Highway | (pdf) | |
| 4 | Chaotic Random Bit Generator | (pdf) | |
| 5 | A Hybrid Approach Based on Genetic Algorithm for Mixed-Integer Bilevel Programming Problems | (pdf) | |
| 6 | Mutative Genetic Algorithms | (pdf) | |
| 7 | Stock Forecasting using Hidden Markov Processes | (pdf) | Mis. Farshchian |
| 8 | Exploring Hidden Markov Models for Virus Analysis: A Semantic Approach | (pdf) | Mis. Ghezelbigloo |
Mis. Shabani
Mr. Pechaz9Profile Hidden Markov Model and Metamorphic Virus Detection(pdf)Mr.Karimian
Mr. Salehi10Using Markov Decision Processes to Solve a Portfolio Allocation Problem(pdf)
| Research Topics 2013 | ||
| 1 | Designing Bayesian Network for Stock Market Prediction | + |
| 2 | Stock Market Prediction By Markov Decision Process | + |
| 3 | Stock Market and Time Series: Prediction of Stock Index by Time Series Analysis | + |
| 4 | Stock Market Prediction By Stochastic Analysis | + |
| 5 | Fractal Analysis of Stock Market Index | + |
| Research Topics 2012 | ||
| 1 | Detection of Malicious Attacks on Web Applications Based on HMM | Mr. Geraeily |
| 2 | Detection of Web Robot Attack on Web Applications | Mis. Layeghi |
| 3 | Link Prediction and Path Analysis Using Markov Chains | |
| 4 | A Web Log Mining System Based on Learning Automata or Markov Decision Process (MDP) | |
| 5 | Statistical Analysis of Random Graphs | |
| 6 | Statistical Analysis of the Malicious Software Structure and Behavior | |
| 7 | The Recognition of Malicious Code Patterns | |
| 8 | Markov Chain Analysis of Malicious/Normal Code | Mr. Dehghan |
| 9 | Finding Sub-Graph Clique Based on MetaHeuristic Local Search Algorithm (Extremal Optimization) | Mis. Grivani |
| 10 | The Application of Spin Glasses in Network Communication Chanel Coding | Mr. Frozanfar |
| 11 | Portfolio Selection Based On Markov Decision Process | |
| 12 | Web Usage Mining and Learning Process | |
| 13 | Solving the Competition scheduling Model in professional Football leagues | |
| 14 | Solving The Capacitated Clustering Problem By Heuristic Methods | |
| 15 | Solving Chance Constrained Capital Budgeting Problem by Heuristic Methods | |
| 16 | Intelligence Detecting Dead Codes for Computer Virus Code Verification | |
| 17 | Intelligence Detecting Garbage Codes for Computer Virus Code Verification | |
| 18 | Design and Implementation of Deassembler for 8086 Machines | |
| 19 | Detecting Signature Based Viruses Based on Machine Learning | |
| 20 | The Design and Implementation of Fuzzy Inference System for Web Robot Detection | |
| 21 | The Design and Implementation of Fuzzy Inference System for File type Detection | |
| 22 | Bayesian Network and Web Robot Detection | |
| 23 | Bayesian Network and Malicious Code Detection | |
| 24 | Web Robot Detection by Monte Carlo | |
