Brief CV
Manoochehr Kelaresaghi
Assistant Professor Electrical & Computer Engineering
Research Interest : Digital Signal Processing, Pattern Recognition, Artificial Intlligence
Brief Research Activities:
More than 20 Journal Papers ( more than 10 ISI)
More than 15 national /international conference Papers
Supervision of more than 100 M.S. Thesises
Supervision of 3 Ph.D. Thesises
Assistant Professor Electrical & Computer Engineering
Research Interest : Digital Signal Processing, Pattern Recognition, Artificial Intlligence
Brief Research Activities:
More than 20 Journal Papers ( more than 10 ISI)
More than 15 national /international conference Papers
Supervision of more than 100 M.S. Thesises
Supervision of 3 Ph.D. Thesises
Theses supervised
#
Title
Persons
1
heart failure Predicting using machine learning and data mining algorithms
M. Gholami
2
A hybrid RL-MIP multi objective routing algorithm
M.Yousefi
3
Speech Emotion recognition
M. Kaveh
4
Improvement of mental classification activities in brain-computer systems by extracting optimal frequency and non-frequency characteristics of the brain signal
M. Mohamaadi
5
Text Image Super Resolution using Deep Neural Network
M. Navrozi
6
Design and manufacture of a model escalator using a new transmission system
M. Talebi
7
A new vehicle make and model detection method using deep learning
M.V Ghanbari
8
a new vehicle license plate number detection using deep learning models
B. Shafieezadeh
9
Color Enhancement of High Dynamic Range (HDR) Image with deep learning
A. Omrani
10
A Social Media-Base Tool For Stock Market Trend Prediction
M. Rost
11
A new driving behavior monitoring system using OBD and gyroscope data
A. Mahmoodzadeh
12
A new stochastic block model for community detection using heterogeneous Multi-Layer Networks
H. Kabiri
13
EVEBO Optimization Algorithm, Improve and Extend
K. Navi
14
A New Sentences Scoring Scheme for Automatic Text Summarization
S. Hoseinabadi
15
A New Realtime and Scalable Recommender System Using Incremental Collaborative Filtering
A.G Tabesh
16
A New Method for Providing Secure Voice Channels
D. Omrani
17
A new vehicle color detection in noisy environments
S. Barzegar
18
Design and Analysis of a Full Duplex Mac Protocol
E. Roshnas
19
Design a segmentation model for mobile operator’s internet customers by applying data mining tools
S>N Ghasemzadeh
20
generalization of knowledge , using contextual data mining in social networks
F. Kazemian
21
Signs detection of diabetic retinopathy in eye images
M.Ghahramani
22
Inteligent generation of text using deep learning
N.H Babaei
23
Anomaly Patterns Recognition in Gold Coin Futures Market of Iran Mercantile Exchange
M. Abouie
24
"Study of desired drugs structures (and properties) to interaction with CD44 protein by structure based drug design(SBDD) and ligand based drug design(LBDD) methodologies"
سیده مهلا دلپاک میل کاریزی
25
Metaphor Detection using Metaphorical Identification Theories and Graph Neural Networks
شقایق لولو
26
Improving the efficiency of machine translation in Persian with dual learning
علیرضا محمدی
27
Cloud Computing task scheduler with Deep Reinforcement learning Via Graphs and Attention Mechanism
محمد حسینی
Theses advised
#
Title
Persons
1
SSDF Attacks Detection in Cognitive Radio Networks
F. Rezaee
2
A New Localization Algorithmin Wireless Sensor Networks
H. Khodaee
3
Automatic Recognition of white blood cells using deep learning
S. Khosravyan
4
Design and construction of a new solar tracking system with MPPT control mechanism
M. Fathi
5
Accuracy Assesment of Road Extraction Methods Based on Deep Learnning Algorithms Using Radar and Optical Satellite Image
S.H Sheikhghaderi
6
Elimination of distortion caused by nonlinear microphone performance by examining the frequency spectrum using multilayer neural network
B. Zouyousefain
7
An Efficient Anti-collision Protocol for Identification of RFID Tags
F. Ahmadnasr
8
A new coding/non-coding opportunistic routing algorithm in wireless networks with quality of service considerations
M. Abdollahi
9
A Tender Offering Recommender System Based on Deep Learning
مائده نوروزی
10
Compensating network delays in multiplayer games using machine learning
محمدمهدی مرشدی
Published articles
#
Paper title
Writer
Magazine title
Publish year
Publish type
Article type
1
Roam on the fly (ROTF): a complementary roaming policy
Hossein Akbari, Farshad Eshghi, Manoochehr Kelarestaghi, Mostafa Abdolahi
WIRELESS NETWORKS
2023
Full Text
2
Design of survivable wireless backhaul networks with reliability considerations
, Mahdi Kabiri, Farshad Eshghi, Manoochehr Kelarestaghi, Napole?o Nepomuceno
COMPUTERS and OPERATIONS RESEARCH
2023
Full Text
3
D3FC: deep feature-extractor discriminative dictionary-learning fuzzy classifier for medical imaging
Majid Ghasemi, Manoochehr Kelarestaghi, Farshad Eshghi, Arash Sharifi
APPLIED INTELLIGENCE
2022
Full Text
4
CAFOB: Context-aware fuzzy-ontology-based tourism recommendation system
Zahra Abbasi-Moud, Saeed Hosseinabadi, Manoochehr Kelarestaghi, Farshad Eshghi
EXPERT SYSTEMS WITH APPLICATIONS
2022
Full Text
5
Knowledge Generation based on Free Energy Principle of Brain, Active Inference, and Abstract Concepts
jamshid ghasemi, Farshad Eshghi, Manoochehr Kelarestaghi, Mohsen Mir Mohammad Sadeghi
Computational Sciences and Engineering
2022
Full Text
6
Design and implementation of a novel multi-faceted-efficient pneumatic dual-axis solar tracker
Mohammad Fathi, Roya Amjadifard, Farshad Eshghi, Manoochehr Kelarestaghi
World Journal of Engineering
2022
Full Text
7
Car abuse rate: A car treatment history representation
Aysan Mahmoudzadeh, Farshad Eshghi, Manoochehr Kelarestaghi
PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART D-JOURNAL OF AUTOMOBILE ENGINEERING
2021
Full Text
8
T2-FDL: A robust sparse representation method using adaptive type-2 fuzzy dictionary learning for medical image classification
Majid Ghasemi, Manoochehr Kelarestaghi, Farshad Eshghi, Arash Sharifi
EXPERT SYSTEMS WITH APPLICATIONS
2020
Full Text
9
FDSR: A new fuzzy discriminative sparse representation method for medical image classification
Majid Ghasemi, Manoochehr Kelarestaghi, Farshad Eshghi, Arash Sharifi
ARTIFICIAL INTELLIGENCE IN MEDICINE
2020
Full Text
10
Opportunistic routing metrics: A timely one-stop tutorial survey
Mostafa Abdolahi, Farshad Eshghi, Manoochehr Kelarestaghi, Mozafar Bag-Mohammadi
JOURNAL OF NETWORK AND COMPUTER APPLICATIONS
2020
Full Text
11
AFDL: a new adaptive fuzzy dictionary learning for medical image classification
Majid Ghasemi, Manoochehr Kelarestaghi, Farshad Eshghi, Arash Sharifi
PATTERN ANALYSIS AND APPLICATIONS
2020
Full Text
12
Fuzzy Sequential Pattern Mining over Quantitative Streams
Omid Shakeri, Manoochehr Kelarestaghi, Farshad Eshghi, Ahmad Ganjtabesh
International Journal of Information and Communication Technology Research (IJICT
2019
Full Text
13
A New Lightweight Watchdog-Based Algorithm for Detecting Sybil Nodes in Mobile WSNs
Rezvan Almas Shehni, Karim Faez, Farshad Eshghi, Manoochehr Kelarestaghi
Future Internet
2018
Full Text
14
ISSE: a new iterative sentence scoring and extraction scheme for automatic text summarization
Saeed Hosseinabadi, Manoochehr Kelarestaghi, Farshad Eshghi
International Journal of Computers and Applications
Full Text
Presented articles
#
Title
Writer
Conference
Date
Presentation type
1
YOLOv5-based ALPR Improvement using Selective SR-GAN
Navid Pourhadi Hasanabad, Behnoud Shafizadeh, Farshad Eshghi, Manoochehr Kelarestaghi
The 2nd International Conference on Computing and Machine Intelligence ICMI-2022 - Turkey
1401/04/24
Oral
2
AN ENSEMBLE-BASED METHOD FOR VEHICLE COLOR RECOGNITION
Saeedeh Barzegar khalil sarai, Manoochehr Kelarestaghi, Farshad Eshghi
ICIPACV 2022: XVI. International Conference on Image Processing, Analysis and Computer Vision - Austria
1401/04/02
Oral
3
Deep Autoencoder Multi-Exposure HDR Imaging
Alireza Omrani, Mohammad reza Soheili, Manoochehr Kelarestaghi
- Iran
1400/12/03
Oral
4
High dynamic range image reconstruction using multi-exposure Wavelet HDRCNN
Alireza Omrani, Mohammad reza Soheili, Manoochehr Kelarestaghi
2020 International Conference on Machine Vision and Image Processing (MVIP) - Iran
1398/11/30
Oral
5
PV2MS: Patient Virtual Visitation Management System in the Context of a Smart City
Navid Seidi, Farshad Eshghi, Manoochehr Kelarestaghi
18th IEEE International Conference on Smart Technologies (IEEE EUROCON 2019) - Croatia
1398/05/10
Oral
6
An EVEBO Based BTS Localization Algorithm
Koorosh Navi, Manoochehr Kelarestaghi, Farshad Eshghi
the 9th International Joint Conference on Computational Intelligence IJCCI 2017 - Portugal
1396/08/10
Oral
7
Gene Expression Programming with A Local Search Operator
Asghar Amirsafavi, Manoochehr Kelarestaghi, Farshad Eshghi
2017 Artificial Intelligence and Signal Processing (AISP) - Iran
1396/08/03
Oral
8
VIDVirtual Information Desk
Navid Seidi, Farshad Eshghi, Manoochehr Kelarestaghi
2017 IEEE 41st Annual Computer Software and Applications Conference - Italy
1396/04/13
Oral
9
QADC-MOREA New QoS-Aware Dynamic Credit MORE Protocol for Wireless Mesh Networks
Mostafa Abdolahi, Farshad Eshghi, Manoochehr Kelarestaghi, Mozafar Bag-Mohammadi
20th IEEE Symposium on Computers and Communication - Cyprus
1394/03/16
Oral
10
EVEBO A New Election Inspired Optimization Algorithm
Mozafar Pourghanbar, Manoochehr Kelarestaghi, Farshad Eshghi
2015 IEEE Congress on Evolutionary Computation (CEC 2015) - Japan
1394/03/04
Oral