Statistical Data Processing Lab
The statistical data processing laboratory is one of the laboratories in the faculty of engineering. The activity of this lab is in the areas related to intelligent data processing for commercial and academic purposes. Research in the laboratory is carried out by 4 active teams:
- Recommender system team.
- Big data and Data reduction team.
- IoT and Robotics team.
- Deep learning team.
Currently, we have about 20 members including graduate and undergraduate students, under the supervision of Dr. Mohsen Rahmani.
Vahid Nosrati published two papers as the first author. Congratulation Vahid!
Now published online. Here are the links:
Turtle Robot
(Summer 2021)
A team of undergraduate students started working with a turtle robot in the summer.
Congratulation to Recommender System Team
the paper entitled "A recommender system for tourism industry using cluster ensemble and prediction machine learning techniques" received 100 citations.
Members
Marzieh Khoshbakht
ICT Consultant
Abolfazl Ajdarlooei
PhD Student
Vahid Nosrati
PhD Student
Mona Sharifnezhad
PhD Student
Javad Asalimi
PhD Student
Zahra Taghvaei
Masters Student
Negin Farmanbordar
Masters Student
Amir Moghaddasi
Masters Student
Ali Zarei
Masters Student
Alireza Rabiee
Masters Student
Mehrab Moradzadeh
Undergraduate
Amirmahdi Rasooli
Undergraduate
Mehdi Jafari
Undergraduate
Previous Members
Soheil Shahverdi
Masters Student (2012-2014)
Jahangir Pachkam
Masters Student (2012-2014)
Vahid Nosrati
Masters Student (2011-2013)
Maryam Aslani
Masters Student (2014-2018)
Sajjad Mehrjooyan
Masters Student (2013-2017)
Narges Bahrami
Masters Student (2013-2017)
Mohaddeseh Karimi
Masters Student (2016-2018)
Elaheh Afshari
Masters Student (2015-2017)
Atefeh Erfan
Masters Student (2015-2017)
Saeed Garsivaz
Masters Student (2014-2016)
Selected Publications
Noisy Textures Classification Using Deep Neural Network and Completed Local Binary Pattern|2022
Asalimi Zamenjani, Javad; Shakoor, Mohammad Hossein; Rahmani, Mohsen;
Journal of Machine Vision and Image Processing
Adaptive Personalized Recommender System Using Learning Automata and Items Clustering|2022
Ghiasabadi Farahania, Mansoureh; Akbari Torkestani, Javad; Rahmani, Mohsen;
Information Systems
Kouhi, Mona; Rahmani, Mohsen;
SN Computer Science
An Ensemble Framework for Microarray Data Classification Based on Feature Subspace Partitioning|2022
Nosrati, Vahid; Rahmani, Mohsen;
Computers in Biology and Medicine
A Weak-Region Enhanced Bayesian Classification for Spam Content-Based Filtering|2022
Nosrati, Vahid; Rahmani, Mohsen; Jolfaei, Alireza; Seifollahi Sattar;
Association for Computing Machinery
A Distributed Minimum Redundancy Maximum Relevance Feature Selection Approach|2021
SharifNezhad, Monai; Rahmani, Mohsen; Ghaffarian, Hossein;
Tabriz Journal of Electrical Engineering
Ensemble Bayesian Classification Using Genetic Algorithm Wrapper Feature Selection in Spam Detection|2021
Nosrati, Vahid; Rahmani, Mohsen;
Iranian Journal of Information Management
User Classification in a Personalized Recommender System using Learning Automata|2021
Ghiasabadi Farahani, Mansoureh; Akbari Torkestani, Javad; Rahmani, Mohsen;
International Journal of Smart Electrical Engineering
IFSB-ReliefF: A New Instance and Feature Selection Algorithm Based on ReliefF|2021
Abbasi, Zeinab; Rahmani, Mohsen; Ghaffarian, Hossein;
Signal and Data Processing
An Instance Selection Algorithm Based on ReliefF|2019
Abbasi, Zeinab; Rahmani, Mohsen;
International Journal on Artificial Intelligence Tools
CUOB-ReliefF: Diagnosis of breast cancer by balancing datasets|2019
Abbasi, Zeinab; Rahmani, Mohsen; Ghaffarian, Hossein;
1st Conference on Healthcare Computing Systems and Technologies (CHEST 2019)
Bagherifard, Karamollah; Rahmani, Mohsen; Rafe, Vahid; Nilashi, Mehrbakhsh;
Journal of Information & Knowledge Management
Ghanbari Farid; Rahmani, Mohsen;
Tabriz Journal of Electrical Engineering
Nilashi, Mehrbakhsh; Bagherifard, Karamollah; Rahmani, Mohsen; Rafe, Vahid;
Computers & industrial engineering
Performance Improvement for Recommender Systems Using Ontology|2017
Bagherifard, Karamollah; Rahmani, Mohsen; Nilashi, Mehrbakhsh; Rafe, Vahid;
Telematics and Informatics