Brief CV
Farshad Eshghi
Assistant professor of Electrical & Computer engineering
Specielized field: Wireless Networks
Summary of Scientific and Research Activities:
Publishing more than 20 journal papers (more than 30 ISI paper),
Publishing more than 15 conference proceedings.
Supervising more than 35 M.Sc. theses ,
Advising more than 25 M.Sc. theses ,
Supervising 2 Ph.D. theses ,
Educational records
#
Course
University
City
Country
Graduation Date
Total mean
1
B.Sc
Tehran University
Tehran
Iran
1989
2
M.Sc
Azad University
Tehran
Iran
1994
3
Ph.D
Concordia
Montreal
Canada
2004
Theses supervised
#
Title
Persons
1
A hybrid RL-MIP multi objective routing algorithm
M. Yusefi
2
heart failure Predicting using machine learning and data mining algorithms
M. Gholam
3
Design and construction of a new solar tracking system with MPPT control mechanism
M. Fathi
4
A new vehicle make and model detection method using deep learning
M. Ghanbari
5
Improving quality of flash and no flash images using gaussian function
S. Moradi
6
Design and manufacture of a model escalator using a new transmission system
M. Talebi
7
A new stochastic block model for community detection using heterogeneous Multi-Layer Networks
H. Kabiri
8
a new vehicle license plate number detection using deep learning models
B. Shafiezadeh
9
A new driving behavior monitoring system using OBD and gyroscope data
E. Mahmoodzadeh
10
A Social Media-Base Tool For Stock Market Trend Prediction
M. Rost
11
A New Realtime and Scalable Recommender System Using Incremental Collaborative Filtering
A. Ganj-Bakhsh
12
EVEBO Optimization Algorithm, Improve and Extend
K. Navi
13
A New Method for Providing Secure Voice Channels
D. Omrani
14
A new vehicle color detection in noisy environments
S. Barzegar
15
A New Sentences Scoring Scheme for Automatic Text Summarization
S. Hossien Abadi
16
Design and Analysis of a Full Duplex Mac Protocol
E. Roshnas
17
SSDF Attacks Detection in Cognitive Radio Networks
F. Rezaee
18
A New Localization Algorithmin Wireless Sensor Networks
H. Khodaie
19
generalization of knowledge , using contextual data mining in social networks
F. Kazemian
20
A new coding/non-coding opportunistic routing algorithm in wireless networks with quality of service considerations
M. Abdollahi
21
An Efficient Anti-collision Protocol for Identification of RFID Tags
F. Ahmad-Nasr
22
Cloud Computing task scheduler with Deep Reinforcement learning Via Graphs and Attention Mechanism
محمد حسینی
Theses advised
#
Title
Persons
1
Design a segmentation model for mobile operator’s internet customers by applying data mining tools
N. Ghasemzadeh
2
Design of Fourth Generation Wireless Cellular and Backhaul Networks
M. Kabiri
3
Signs detection of diabetic retinopathy in eye images
M. Ghahramani
4
Inteligent generation of text using deep learning
N. Babaie
5
A Preventive Maintenance-Scheduling Model For Shared Bicycles
فروزان نقدی اغچه
Courses
#
Course title
Description
Headlines
Date
Notes
File
1
Signals and Systems
2
Random processes
3
Mobile and Wireless Networks
4
Probability And Statistics
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
A Hybrid Encryption Algorithm for Security Enhancement of Wireless Sensor Networks: A Supervisory Approach to Pipelines
Omid Mahdi Ebadati, Farshad Eshghi,
CMES-COMPUTER MODELING IN ENGINEERING and SCIENCES
2020
Full Text
9
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
10
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
11
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
12
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
13
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
14
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
15
Security Enhancement of Wireless Sensor Networks: A Hybrid Efficient Encryption Algorithm Approach
Omid Mahdi Ebadati, Farshad Eshghi,
Journal of Information Systems and Telecommunication
2018
Full Text
16
Bilateral localisation algorithm for wireless sensor networks with communication holes
Vahid Tavakolpour, Hadi Tabatabaee Malazi, Farshad Eshghi
International Journal of Sensor Networks
2017
Full Text
17
Performance evaluation of multihop ad hoc WLANs
Farshad Eshghi, A.K. Elhakeem, Y.R. Shayan
IEEE COMMUNICATIONS MAGAZINE
2005
Full Text
18
Performance analysis of ad hoc wireless LANs for real-time traffic
Farshad Eshghi, A.K. Elhakeem
IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS
2003
Full Text
19
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
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
4
An EVEBO-Based BTS Localization Algorithm
Farshad Eshghi
the 9th International Joint Conference on Computational Intelligence (IJCCI 2017) - Portugal
1396/08/10
Oral
5
TQOR: Trust-based QoS-Oriented Routing in Cognitive MANETs
Shima Asaadi, Kiana Alikhademi, Farshad Eshghi, Juan E. Gilbert
The 16th IEEE International Symposium on Network Computing and Applications (NCA 2017) - USA
1396/08/08
Oral
6
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
7
VIDVirtual Information Desk
Navid Seidi, Farshad Eshghi, Manoochehr Kelarestaghi
2017 IEEE 41st Annual Computer Software and Applications Conference - Italy
1396/04/13
Oral
8
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
9
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