Mohsen Rahmani

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Mohsen Rahmani

Associate Professor of Computer Engineering, Arak University, Iran

About Me

I am a computer engineer with a background in Signal Processing and have a track record of research in Speech Processing. During the past ten years, my research has focused on stochastic data processing including Recommender Systems, Data Reduction, and Deep Learning. You can find more information about me on my page at Arak University and the Statistical Data Processing Lab.

Research Interests:

  • Speech and Signal Processing
  • Statistical Data Processing
  • Machine Learning Algorithms
  • Network Security

Bio

Email
m-rahmani@araku.ac.ir
mohsen.rahmani@gmail.com
Phone
+98 86 3262 5500
Fax
+98 86 3262 5501

Education

Ph.D. in Computer Engineering Iran University of Science and Technology, Tehran, Iran
2003 - 2008
Thesis: Two channel noise reduction and it's real-time implementation
Research Visitor: Monash University, Melbourne, Australia, 2007
M.Sc. in Computer Engineering Iran University of Science and Technology, Tehran, Iran
1999 - 2002
Thesis: Speech enhancement methods as preprocessing for speech recognition
B.Sc. in Computer Engineering Shiraz University, Shiraz, Iran
1995 - 1999

Work Experience

Associate Professor of Computer Engineering Arak University, Arak, Iran
Mar, 2019 - Present
Assistant Professor of Computer Engineering Arak University, Arak, Iran
Nov, 2008 - Mar, 2019
Head of Computer Engineering Department Arak University, Arak, Iran
Feb, 2019 - Present
Manager of the IT Center Arak University, Arak, Iran
Sep, 2014 - Sep, 2016
Head of Computer Engineering Department Arak University, Arak, Iran
Sep, 2010 - Sep, 2014

Courses Taught

Undergraduate

Undergraduate

(2003 – Present)

Fundamentals of Programming, Advanced Programming (C++), Logic Circuits, Computer Architecture, Signal Processing, Multimedia Systems, Computer Networks, Data Mining.

Graduate / Postgraduate

(2011 – Present)

Information Theory, Fundamentals of Big Data, Performance Evaluation of Computer Systems, Stochastic Processing, Advanced Mathematics for Software Engineering, Pattern Recognition.

Postgraduate

Selected Publications

Journal Papers
  1. Nosrati, Vahid and Rahmani, Mohsen and Jolfaei, Alireza and Seifollahi, Sattar, 2022, “A Weak-Region Enhanced Bayesian Classification for Spam Content-Based Filtering”, ACM Trans. Asian Low-Resour. Lang. Inf. Process
  2. Kouhi, Mona and Rahmani, Mohsen, 2022, “Design and Development of a Mobile Application for Teaching Triple Multiplication to Preschool Children”. SN Computer. Science. 3, 156
  3. Ghiasabadi Farahani, Mansoureh and Torkestani, Javad Akbari and Rahmani, Mohsen, 2021, Adaptive personalized recommender system using learning automata and items clustering, Information Systems
  4. Sharifnezhad, Mona and Rahmani, Mohsen and Ghaffarian, Hossein, 2021, A Distributed Minimum Redundancy Maximum Relevance Feature Selection Approach, Tabriz Journal of Electrical Engineering
  5. Ghiasabadi Farahani, Mansoureh and Akbari Torkestani, Javad and Rahmani, Mohsen, 2021, User Classification in a Personalized Recommender System using Learning Automata, International Journal of Smart Electrical Engineering
  6. Abbasi, Zeinab and Rahmani, Mohsen, 2019, an instance selection algorithm based on ReliefF, International Journal on Artificial Intelligence Tools
  7. Bagherifard, Karamollah and Rahmani, Mohsen and Rafe, Vahid and Nilashi, Mehrbakhsh, 2018, A recommendation method based on semantic similarity and complementarity using weighted taxonomy: A case on construction materials dataset, Journal of Information & Knowledge Management
  8. Nilashi, Mehrbakhsh and Bagherifard, Karamollah and Rahmani, Mohsen and Rafe, Vahid, 2017, A recommender system for tourism industry using cluster ensemble and prediction machine learning techniques, Computers & industrial engineering
  9. Bagherifard, Karamollah and Rahmani, Mohsen and Nilashi, Mehrbakhsh and Rafe, Vahid, 2017, Performance improvement for recommender systems using ontology, Telematics and Informatics
  10. Abdipour, Roohollah and Akbari, Ahmad and Rahmani, Mohsen and Nasersharif, Babak, 2015, Binaural source separation based on spatial cues and maximum likelihood model adaptation, Digital Signal Processing
  11. Yousefian, Rosa and Rafe, Vahid and Rahmani, Mohsen, 2014, A heuristic solution for model checking graph transformation systems, Applied Soft Computing
  12. Abdipour, Roohollah and Akbari, Ahmad and Rahmani, Mohsen, 2014, Two-Microphone Binary Mask Speech Enhancement: Application to Diffuse and Directional Noise Fields, Electronics and Telecommunications Research Institute Journal
  13. Rafe, Vahid and Rahmani, Mohsen and Rashidi, Kianoosh, 2013, A survey on coping with the state space explosion problem in model checking, International Research Journal of Applied and Basic Sciences
  14. Bagherifard, Karamollah and Nilashi, Mehrbakhsh and Rahmani, Mohsen and Ibrahim, Othman, 2013, Recommender System Based on Semantic Similarity., International Journal of Electrical & Computer Engineering (2088-8708)
  15. Habibinejad, Mahboobeh and Rahmani, Mohsen and Khosravi, Mostafa, 2012, “System identification by genetic algorithm for predicting the gradation of API-X70 steel”, Global Journal on Technology
  16. Rasoolzadeh, Siamak and Rahmani, Mohsen, 2012, “Sub-band VAD Based on Continuous Noise Estimation in Wavelet Domain”, Przeglad Elektrotechniczny,
  17. Mohamadi, Sajedeh and Rahmani, Mohsen and Esmaeili, Teamour, 2012, Presenting a Method of Scheduling the Access to Data Relating to VI in VANET, Journal of Advances in Computer Research
  18. Rafe, Vahid and Jamali, Shahram and Rahmani, Mohsen and Mahdian, Farzaneh, 2011, From Class Diagrams to Relational Tables: A Graph Transformation-based Approach, Przegląd Ektrotechniczny
  19. Rahmani, Mohsen and Hashemi, Sattar and Hamzeh, Ali and Sami, Ashkan, 2009, Agent-based decision tree learning: a novel approach, International Journal of Software Engineering and Knowledge Engineering
  20. Rahmani, Mohsen and Akbari, Ahmad and Ayad, Beghdad, 2009, An iterative noise cross-PSD estimation for two-microphone speech enhancement, Applied Acoustics
  21. Rahmani, Mohsen and Akbari, Ahmad and Ayad, Beghdad and Lithgow, Brian, 2009, Noise cross PSD estimation using phase information in diffuse noise field, Signal Processing
  22. Yousefian, Nima and Akbari, Ahmad and Rahmani, Mohsen, 2009, Using power level difference for near field dual-microphone speech enhancement, Applied Acoustics
  23. Rahmani, Mohsen and Akbari, Ahmad and Ayad, Beghdad and Derakhshan, Nima, 2009, A noise cross PSD estimator for dual-microphone speech enhancement based on minimum statistics, Journal of Zhejiang University-SCIENCE A
  24. Rahmani, Mohsen and Nasersharif, Babak and Abdipour, Rohollah And Akbari, Ahmad, 2009, Acoustic Noise Suppression Using Frequency Methods-Local Snr Estimation, Residual Noise Level Control And Noise Shaping, Signal and Data Processing
  25. Rahmani, Mohsen and Yousefian, Nima and Akbari, Ahmad, 2008, Energy-based speech enhancement technique for hands-free communication, IET Electronics letters
Conference Papers
  1. Abbasi, Zeinab and Rahmani, Mohsen and Ghaffarian, Hossein, 2019, CUOB-ReliefF: Diagnosis of breast cancer by balancing datasets, Conference on Healthcare Computing Systems and Technologies (CHEST 2019)
  2. Abdipour, Roohollah and Akbari, Ahmad and Rahmani, Mohsen and Nasersharif, Babak, 2012, Two-microphone speech enhancement using a learned binary mask, IEEE 20th Iranian Conference on Electrical Engineering (ICEE2012)
  3. Kamali, Seyed Hossein and Shakerian, Reza and Hedayati, Maysam and Rahmani, Mohsen, 2010, A new modified version of advanced encryption standard based algorithm for image encryption, IEEE 2010 International Conference on Electronics and Information Engineering
  4. Hedayati, Maysam and Kamali, Seyed Hossein and Shakerian, Reza and Rahmani, Mohsen, 2010, Evaluation of performance concurrency control algorithm for secure firm real-time database systems via simulation model, IEEE 2010 International Conference on Networking and Information Technology
  5. Hedayati, Maysam and Kamali, Seyed Hossein and Shakerian, Reza and Rahmani, Mohsen, 2010, Comparison between traffic load estimated and true traffic load in Mobile ad-hoc network, IEEE 2010 2nd International Conference on Education Technology and Computer
  6. Yousefian, Nima and Rahmani, Mohsen and Akbari, Ahmad, 2009, Power level difference as a criterion for speech enhancement, IEEE 2009 IEEE International Conference on Acoustics, Speech and Signal Processing
  7. Derakhshan, Nima and Rahmani, Mohsen and Akbari, Ahmad and Ayatollahi, Ahmad, 2009, An objective measure for the musical noise assessment in noise reduction systems, IEEE 2009 IEEE International Conference on Acoustics, Speech and Signal Processing
  8. Rahmani, Mohsen and Yousefian, Nima and Akbari, Ahmad and Ayad, Beghdad, 2009, A real-time architecture for dual-microphone speech enhancement systems, IEEE 2009 5th IEEE GCC Conference & Exhibition
  9. Mohammadi, Mahdi and Zamani, Behzad and Nasersharif, Babak and Rahmani, Mohsen and Akbari, Ahmad, 2008, A wavelet-based speech enhancement method using noise classification and shaping, Ninth Annual Conference of the International Speech Communication Association
  10. Zamani, Behzad and Rahmani, Mohsen and Akbari, Ahmad, 2008, Residual noise control for coherence based dual-microphone speech enhancement, IEEE 2008 International Conference on Computer and Electrical Engineering
  11. Rahmani, Mohsen and Akbari, Ahmad and Ayad, Beghdad, 2008, A Dual Microphone Coherence Based Method for Speech Enhancement in Headsets, Ninth Annual Conference of the International Speech Communication Association
  12. Abbasian, Hooman and Nasersharif, Babak and Akbari, Ahmad and Rahmani, Mohsen and Moin, Shahram, 2008, Optimized linear discriminant analysis for extracting robust speech features, IEEE 2008 3rd International symposium on communications, control and signal processing
  13. Yousefin, Nima and Rahmani, Mohsen and Akbari, Ahmad, 2008, “Sound Source Localization in 3-D Space by a Triple-Microphone Algorithm”, IEICE Proceeding Series
  14. Rahmani, Mohsen and Akbari, Ahmad and Ayad, Beghdad and Mazoochi, Mohammad and Moin, Shahram, 2007, A modified coherence based method for dual microphone speech enhancement, IEEE 2007 IEEE International Conference on Signal Processing and Communications
  15. Derakhshan, Nima and Ayatollahi, Ahmad and Akbari, Ahmad and Rahmani, Mohsen, 2007, Noise Power Spectrum Estimation Using Time-variant Spectral Smoothing and Low-delay Minima Tracking, Proc. 12th Int. Conf. Speech and Computer (SPECOM’07)