Amin Assareh
Ph.D. Student ,
Bioinformatics and Machine Learning Lab,
Department of Computer Science,
Kent State University,
Email: aassareh@kent.edu
Completed Degrees:
M.S. Dept. of Biomedical Engineering, Amirkabir Univ. of Tech. (Tehran Polytechnic)
B.S. Dept. of Biomedical Engineering, Amirkabir Univ. of Tech. (Tehran polytechnic)
Research Interests:
-Machine Learning Algorithms
-Multiple Classifier Systems
-Computational Intelligence Approaches
-Knowledge Discovery in Datasets
-Bioinformatics
-Biomedical Signal Processing
Key Publications
• V. Esmaeili, A. Assareh , M. B. Shamsollahi , M. H. Moradi and N. M. Arefian, "Estimating the Depth of Anesthesia Using Fuzzy Soft Computation Applied to EEG Features", Journal of Intelligent Data Analysis 2008, Vol. 12 Issue 4, p393-407
• Amin Assareh and L. Gwenn Volkert (2009) "Fusing Fuzzy Rule Base Classifiers for Improving Protein Mass Spectra Based Ovarian Cancer Diagnosis ", Proceedings of the IEEE 2009 Symposium on Computational Bioinformatics and Computational Biology, CIBCB'09 Nashville, TN, USA, March 30 - April 2, 2009, IEEE Press, Piscataway, NJ
• Amin Assareh, Mohammad Hassan Moradi, L. Gwenn Volkerti (2008) "A Hybrid Random Subspace Classifier Fusion Approach for Protein Mass Spectra Classification", Evolutionary Computation, Machine Learning and Data Mining in Bioinformatics, 6th European Conference, EvoBIO 2008, Naples, Italy, March 26-28, 2008. Proceedings. Lecture Notes in Computer Science 4973 Springer 2008, ISBN 978-3-540-78756-3, pp 1-11.
• A.Assareh, M.H.Moradi and V.Esmaeili, “A Novel Ensemble Strategy for Classification of Prostate Cancer Protein Mass Spectra”, 29th IEEE EMBS Annual International Conference (EMBC 2007)
• A.Assareh,M.H.Moradi, “Extracting Efficient Fuzzy If-Then Rules from Mass Spectra of Blood Samples to Early Diagnosis of Ovarian Cancer”, IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology(CIBCB 2007)
• A.Assareh, M.H.Moradi, “Knowledge Acquisition from Mass Spectra of Blood Samples Using Fuzzy Decision Tree and Genetic Algorithm”, IEEE International Symposium on Signal Processing and its Applications (ISSPA2007)
• A.Assareh, S.Kondjkav, S.M.P.Firoozabadi, A.Fallah and M.R.Kamrani, “A New Approach to Navigating Automatic Wheelchairs Using EMG Signal Feature Extraction and Classification, With an Adaptive Controller”, 12th International Conference on Biomedical Engineering(ICBME2005)
• V. Esmaeili, A. Assareh , M. B. Shamsollahi , M. H. Moradi and N. M. Arefian, “Designing a Fuzzy Rule Based System to Estimate Depth of Anesthesia” , IEEE Symposium on Computational Intelligence and Data Mining(CIDM2007)
• V. Esmaeili, M. B. Shamsollahi , N. M. Arefian and A.Assareh, “Classifying Depth of Anesthesia Using EEG Features, a Comparison”, 29th IEEE EMBS Annual International Conference (EMBC 2007).