RESEACH INTERESTS

1.    Financial Modeling
2.    Time Series Analysis
3.    Perceptual Computing
4.    Granular Computing
5.    Deep Learning
6.    Higher Order Fuzzy Set
7.    Machine Learning
8.    Intelligent Computing
9.    Multi Objectives Optimization

IMPLEMENT and RESULTS RESEARCH

1.   Bankruptcy Prediction in the Bourse of Tehran

2.   Linguistic Summarization

3.   Deep Learning

4.   Fuzzy Time Series

5.   Image Processing

6.   Privacy Preserving

7.   Game Theory

8.   Graph Clustering

9.   Feature Selection

10.    Hybrid GA in Fuzzy Rule-Based Classification System

11.    Malware Detection

12.    Spam Filtering

13.    Information Retrieval

14.    Recommender System (Collaborative Filtering)

15.    Semi-Clustering

16.    Anomaly-based IDS improvement using Clustering and Classification

17.    Q-Learning

18.    Automatic Recognition of Driver Activities

19.    Protein Secondary Structure Prediction

20.    Automatic Detect Spam Email Classification using Decision Tree Ensemble

21.    Tensor Missing Data Imputation

22.    Random Number Generator

23.    Medical Data Analysis

24.    Fuzzy Analytical Hierarchy Processing (Fuzzy AHP)

25.    Reinforcement Learning

26.    Association Rule Mining

27.    Genetic Algorithm for Generating Multiple Paths on Mesh Maps

28.    Expert System

29.    ANFIS

30.    Designing Cost-Sensitive Fuzzy Classification Systems using Rule-Weight

31.    Wang-Mendel Fuzzy Model

32.    Image Segmentation

33.    Dynamic Malware Analysis

34.    Hierarchical Clusterer Ensemble method based on Boosting Theory

35.    Promoter Prediction

36.    Sequence Alignment

37.    Measure of Segment Overlap (SOV) for PSS Prediction

38.    Parallelize Particle Simulation

39.    (Feature Selection Methods on the GPU (cuda Programming

PROGRAMMING SKILLS :

            Matlab, C, C++, C#, Java, Cuda, OpenMP, Delphi, Pascal, .Net and MGL.

     Tools:

            Weka, RapidMiner, CLIPS, MetaTrader and DeeBNet