Majid Beheshti Mohtasham
Masters student at Memorial University of Newfoundland
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I'm doing my masters in the department of computer science, the Memorial University of Newfoundland under the supervision of Dr. Saeed Samet and Dr. Antonina Kolokolova. I am working on the hardness of solving feature selection problem of pure-strict synthetic SNP datasets. I am also studying the computational hardness of cryptography parity problems which are related to feature selection problem hardness on genetic datasets.
I am also cooperating with Dr. Fuller at Walkabilly lab, on recognizing transportation modes by analyzing received data from mobile smart devices.
PUBLICATIONS
Mohammad H. Tayarani N., Adam Prugel Bennett, Majid Beheshti and Jamshid Sabet .“A Novel Initialization for Quantum Evolutionary Algorithms Based on Spatial Correlation in Images for Fractal Image Compression“, Springer,Advances in Intelligent and Soft Computing, 2011, Volume 96/2011, 317-325
M. H. Tayarani N., M. Beheshti, J. Sabet, M. Mobasher and H. Joneid.“Improvement of the Performance of QEA Using the History of Search Process and Backbone Structure of Landscape“, Springer,Communications in Computer and Information Science, 2011, Volume 241, Part 9, 389-400, ISBN : 978-3-642-27336-0
M. H. Tayarani N., M. Beheshti, J. Sabet, M. Mobasher and H. Joneid.“A New Initialization Method and a New Update Operator for Quantum Evolutionary Algorithms in Solving Fractal Image Compression“, Springer,Communications in Computer and Information Science, 2011 ,Volume 241, Part 9, 401-413 , ISBN : 978-3-642-27336-0
M.H.Tayarani, M.Beheshti, J.Sabet,H.Mohammadi. “A statistical analyzing approach for Quantum Evolutionary Algorithms “, IEEE,Electrical Engineering (ICEE), 2011 19th Iranian Conference on, ISBN: 978-1-4577-0730-8
, The First IEEE International eConference on Computer and Knowledge Engineering (“A Novel Wavelet Based No-Search Fractal Image Compression Algorithm How to Use the Landscape Properties “Mohammad Mobasher , Mohammad-H Tayarani-N , Majid Beheshti .ICCKE) , 2011
, The 16 “A Simulated Annealing inspired update Gate for Quantum Evolutionary Algorithm “Mohammad-H Tayarani-N, Majid Beheshti, Jamshid Sabet and Mohammad Mobasher .th CSI international symposium on Artificial Intelligence Signal Processing (AISP) at Shiraz University , 2012
Mohammad-H Tayarani-N, Majid Beheshti, Jamshid Sabet and Mohammad Mobasher .“A New Two-Phase Hybrid Evolutionary Algorithm for Fractal Image Compression “, The 16 th CSI international symposium on Artificial Intelligence Signal Processing (AISP) at Shiraz University , 2012
RESEARCH INTERESTS
I am interested in doing research in Artificial Intelligence and Related fields, including Evolutionary Computations, Combinatorial Problems, Optimization algorithms, and Image Processing.
Moreover, there are other fields like Big data, Data mining, and Machine learning in which I am interested; specifically to apply them on health data environment.
CONTACT
e-Health Research Unit
Memorial University of Newfoundland
H-1773, Health Sciences Centre
300 Prince Philip Drive,
St. John's, NL, Canada, A1B 3V6
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Tel: +1(709)864-2998
Email: mbeheshtimoh[at]mun[dot]ca