Individual Information
Mohammad Ehsan Basiri
Department of Computer Engineering, Shahrekord University
Educational Qualification
From 09/2001 to 06/2005, B. Sc. in Software Engineering, Shiraz University , Iran
From 09/2005 to 09/2008, M. Sc. in Artificial Intelligence, University of Isfahan , Iran
From 09/2009 to 11/2014, Ph. D. in Artificial Intelligence, University of Isfahan , Iran
Research Interests
Data Mining
Sentiment Analysis
Opinion Mining
Natural Language Processing
Evolutionary Algorithms(Ant Colony Optimization, Particle Swarm Optimization and Genetic Algorithms)
Work Experience
From 2008 to 2010, Instructor , Islamic Azad University of Arsanjan
From 2010 to 2014, Instructor , Sepahan University
From 2009 to 2011, Instructor , University of Isfahan
From 2014 to 2014, Insructor , Sharekord University
From 2010 to 2014, Instructor , Shiraz University
Selected Publications
From 09/2001 to 06/2005, B. Sc. in Software Engineering, Shiraz University , Iran
From 09/2005 to 09/2008, M. Sc. in Artificial Intelligence, University of Isfahan , Iran
From 09/2009 to 11/2014, Ph. D. in Artificial Intelligence, University of Isfahan , Iran
Research Interests
Data Mining
Sentiment Analysis
Opinion Mining
Natural Language Processing
Evolutionary Algorithms(Ant Colony Optimization, Particle Swarm Optimization and Genetic Algorithms)
Work Experience
From 2008 to 2010, Instructor , Islamic Azad University of Arsanjan
From 2010 to 2014, Instructor , Sepahan University
From 2009 to 2011, Instructor , University of Isfahan
From 2014 to 2014, Insructor , Sharekord University
From 2010 to 2014, Instructor , Shiraz University
Selected Publications
Books
Journal Articles
Conference Papers
| 1. |
Advanced Artificial Intelligence: Multi-Agent Systems and Their Applications (Book in Persian), ISBN, 978-600-5051-84-1, Book Authors: Nasser Ghasem-Aghaee, Mohammad Ehsan Basiri, Maryam Hosseiyni Pozveh |
| 1. |
"Exploiting reviewers’ comment histories for sentiment analysis", (2014), Journal of Information Science, vol. 40, pp. 313-328. Authors: Mohammad Ehsan Basiri, Nasser Ghasem-Aghaee, and Ahmad Reza Naghsh-Nilchi |
| 2. |
"Sentiment Prediction Based on Dempster-Shafer Theory of Evidence", (2014), Mathematical Problems in Engineering, Vol. 2014, Article ID 361201, 13 pages, doi:10.1155/2014/361201. Authors: Mohammad Ehsan Basiri, Ahmad Reza Naghsh-Nilchi, and Nasser Ghasem-Aghaee |
| 3. |
"Text-independent speaker verification using ant colony optimization-based selected features", (2011), Expert Systems with Applications (ESWA), Vol. 38, pp. 620–630. Authors: Shahla Nemati, Reza Boostani, Mohammad Davarpanah Jazi, Mehdi Hosseinzadeh Aghdam, Mohammad Ehsan Basiri |
| 4. |
"Text feature selection using ant colony optimization", (2009), Expert Systems with Applications (ESWA), Vol. 36, pp. 6843–6853. Authors: Mehdi Hosseinzadeh Aghdam, Nasser Ghasem-Aghaee, Mohammad Ehsan Basiri |
| 5. |
"A novel ACO–GA hybrid algorithm for feature selection in protein function prediction", (2009), Expert Systems with Applications (ESWA), Vol. 36, pp. 12086–12094. Authors: Shahla Nemati, Mohammad Ehsan Basiri, Mehdi Hosseinzadeh Aghdam, Nasser Ghasem-Aghaee, |
| 6. |
"Combination of ant colony optimization and bayesian classification for feature selection in a bioinformatics dataset", (2009), Journal of Computer Science and System Biology (JCSB),Vol. 2, pp. 186–199, Authors: Mehdi Hosseinzadeh Aghdam, Jafar Tanha, Ahmad Reza Naghsh-Nilchi, Mohammad Ehsan Basiri |
| 7. |
"A New Framework fo Sentiment Analysis in Persian", (2014) to be published in OPEN TRANSACTIONS ON INFORMATION PROCESSING, Authors: Mohammad Ehsan Basiri, Ahmad Reza Naghsh-Nilchi, and Nasser Ghasem-Aghaee |
| 1. |
"A novel hybrid ACO-GA algorithm for text feature selection”, in Proc. IEEE Congress on Evolutionary Computation (IEEE CEC'09), Norway, May 18–21, 2009, pp. 2561–2568. Authors: Mohammad Ehsan Basiri, Shahla Nemati |
| 2. |
“Application of ant colony optimization for feature selection in text categorization,” in Proc. 5th IEEE world Congress on Evolutionary Computation (IEEE CEC'08), Hong Kong, June 1–6, 2008, pp. 2872–2878. Authors: Mehdi Hosseinzadeh Aghdam, Nasser Ghasem-Aghaee, Mohammad Ehsan Basiri |
| 3. |
“Protein function prediction using ACO and Bayesian networks,” in Proc. The 3rd International Conference on Bioinspired Optimization Methods and their Applications (BIOMA 2008), Ljubljana, Slovenia, October 13–14, 2008, pp. 147–156. Authors: Mohammad Ehsan Basiri, Shahla Nemati, Nasser Ghasem-Aghaee |
| 4. |
“A new ant colony optimization-based method for feature selection in bioinformatics datasets,” presented at the 13th International CSI Computer Science Conf. Sharif University of Technology, Kish Island, Persian Gulf, March 9–11, 2008. Authors: Mohammad Ehsan Basiri, Shahla Nemati, Mehdi Hosseinzadeh Aghdam, Behrouz Tork-Ladani |
| 5. |
“Comparison of Persian text categorization using kNN and fuzzy kNN with information gain and document frequency feature selection,” presented at the 13th International CSI Computer Science Conf. Sharif University of Technology, Kish Island, Persian Gulf, March 9–11, 2008. Authors: Mohammad Ehsan Basiri, Shahla Nemati , Nasser Ghasem-Aghaee |
| 6. |
"Hierarchical classification of biological data using ant colony optimization", in Proc. The 4th International Conference on Bioinspired Optimization Methods and their Applications (BIOMA 2010), Ljubljana, Slovenia, May 20–21, 2010, pp. 147–156. Authors: Mohammad Ehsan Basiri, Shahla Nemati |