Brief CV
Faculty Member of Department of Computer Science, Kharazmi University
Director of Department of Computer Science, Kharazmi University, 18 Dec. 2023 - onward
Vice-Dean for Education, Kharazmi University, From 11 Jan. 2022 to 19 Sept. 2023
Director of Department of Computer Science, Kharazmi University, 14 Nov. 2016 - 16 Oct. 2022
Director of Department of Computer Science, Kharazmi University, 18 Dec. 2023 - onward
Vice-Dean for Education, Kharazmi University, From 11 Jan. 2022 to 19 Sept. 2023
Director of Department of Computer Science, Kharazmi University, 14 Nov. 2016 - 16 Oct. 2022
Educational records
#
Course
University
City
Country
Graduation Date
Total mean
1
B.Sc.
Razi University
Kermanshah
Iran
2002
2
M.Sc.
University of Tehran
Tehran
Iran
2004
3
Ph.D.
University of Tehran
Tehran
Iran
2008
Languages
#
Language
Translation Skill
Dialogue Skill
1
Advanced
Advanced
English
Academic & scientific positions
#
Responsibilities Titles
Name of Organization
Starting Date
Termination Date
1
Vice-Dean for Education
Kharazmi University
2022
2023
2
Head of Department of Computer Science
Kharazmi University
2016
2022
3
Secretary of the Conference Scientific Committee of the 4th CICIS (Contemporary Issues in Computer and Information Sciences)
Kharazmi University
2019
2019
4
Non-resident Researcher of IPM, Basic Sciences Research Institute
IPM
2009
2011
Awards & honors
#
title
Date
1
Distinguished Professor of Kharazmi University
May 2020
2
Top Researcher of Kharazmi University
Dec. 2011
3
Member of the Iranian Elite National Foundation
Dec. 2009
4
Top Talented Graduated Student of University of Tehran
Sep. 2008
5
Receiving the Research Grant from Genova University, Italy
Sep. 2007
6
1st Rank M.Sc. Graduated Student of University of Tehran
Sep. 2004
Executive Activities
#
Executive Activities Titles
Name of Organization / comment
Starting Date
Termination Date
1
Director of Department of Computer Science
Kharazmi University
Nov. 2016
Nov. 2022
2
Vice-Dean for Education
Kharazmi University
Jan. 2022
Sept. 2023
Research interests
#
Title
Start date
1
Machine Learning
2
Data Mining
3
Evolutionary Algorithms
4
Computational Geometry Algorithms
5
Computer Algebra
Theses supervised
#
Title
Persons
1
Encouraging Computer Science Learning Goals using Serious Games
H. Maghami Rad
2
Application of Time Dependence in Validation of Setting Multiple Choice Options
H. Bakhtiyari Kia
3
Automatic Identification for Shur Dastgāh of the Iranian Traditional Music based on Recital Performance of Tar, Setar Santoor and Barbat Instruments
A. Vafaiean
4
Improving Web Service Security in SOA by Implementing XML Document Threat Intelligence
M. Tejareh
5
Extending the lifetime of the wireless sensor network using the Gateway Particle Integration Algorithm
S. Seifi
6
On the Optimization of Automatic Repair GIS Polygons with Delaunay Triangulation
F. Fathi
7
Improvement Warning Message Dissemination in Vehicular Ad hoc Networks for Urban Environment
R. Moradi
8
On the Implementation of Informed, Heuristic and Local Searches in Solving the Problem of 8 and 15- Puzzles
S. Marami Jadidi
9
Intersection-based Traffic Aware Routing in Urban Vehicular Networks
S. Hamzelou
10
Intelligent Design and Generalization of Performance of Chameleon's Real-time Color Changes
S. Alizadeh
11
Short Time Price Forecasting for Electricity Market Based on Hybrid Fuzzy Wavelet Transform and Bacteria Foraging Algorithm
S. Palizadar
12
Some Evolutionary Algorithms for Intrusion Detection Systems in Mobile AdHoc Networks
S. M. Athari
13
Automatic vision based traffic violation detection resulting from stopping on crosswalk in fixed images
H. Nazarparvar Noshady
14
The Target-Based Greedy Voronoi Algorithm with Manhattan Metric for Coverage in Mobile Sensor Networks
M. Amjadi
15
Covering Simple Orthogonal Polygons with minimum number of Guards by r-Stars separating method
M. Sedghi Sabet
16
The Worm-hole attack in Mobile Ad-Hoc Networks using SMAODV
N. Saeedlar
17
Comprehensive comparison and classification algorithms to solve the maze
L. Damghani
18
Performance Evaluation of DAlPaS Algorithm under Topology Control and Node Placement Adjustment
M. Paknahad
19
Designing management dashboards based on key performance indicators (Case study Dadeh-pardazi-Fanava Co.)
H. Esmaeeli Raviz
20
Routing in Ad-Hoc wireless networks using the weighted page rank algorithms
A. Gozali
21
A New Algorithm for MRI Image Denoising and Quality Enhancement of High Performance Extended Spatial Association Rules Mining in Image Databases
S. Safari
22
Using Hybrid Meta Heuristic Algorithms to Improve Community Detection Methods in Complex Networks
E. Mojabi
23
A Secure Watermarking method based on Wavelet Transform
G. Proski
24
Techniques for Anonymizing Some Specific Graphs in Social Interaction Networks
E. Fard Hosseini
25
Algorithms for the two-dimensional Knapsack Problem and Applications in the cut and Longest Common Subsequence problems
H. Aflatouni
26
On the Recognition of Typed Persian Characters Using a Combination of Computational Geometry and Wavelet Transform Techniques
P. Pashaian
27
Design of a Decision Support System for Portfolio Selection Problem Based on Simulation of Serious Games in Stock Exchange
A. Khani
28
Algorithms for constructing polygons with certain characteristics and applications in specific areas
E. Rashvand Najafi
29
Motivating Computer Science Learning Goals Using Serious Games
حسام مقامی راد
30
Time Dependency, An Application In Multiple Choice Test Key Ordering Validation
حجت الله بختیاری کیا
31
Providing a Recommender System to Improve Customer Relationship Management
رضا محمدیان
32
Automated System for Modelling and Forecasting in Retailing Price Data
مهدیار مسلم رضوانی
33
Analysis of aSelf- Adaptive Deep Learning Based System to Reduce the Use of Cloud Resources and Improve Processing Rates
رضا قنبری عموقین
34
depression detection based on verbal and visual model
نادیا خدایی
35
Air Quality Prediction Using Deep Learning and Transfer Learning Techniques
نسیم ساعی اصفهانی
36
Visual Reasoning:Visual Question Answerning
عباس اللهیاری
37
Generating Shapes from Natural Languages using Generative Adversarial Networks
سایه کارگری
38
Learning Constraint-based Safety Models for Reinforcement Learning
محمدرضا نادری
39
Improve computed tomography imaging in Covid-19 diagnosis with deep learning
علی کاویانی
40
Semi-Automated Learning of a Legal Ontology for Entailment Recognition in Legal Texts
ارش منتظرصومعه سرایی
41
Development of Generative Adversarial Models Based on Evolutionary Deep Learning for Text to Image Synthesis
امیرحسین عطائی منفرد
42
A new Bilingual Method for Image Captioning using Facial Expression Feature Analysis
سیدسجاد علوی پور
43
A Fuzzy Model for Generalized Transportation Problems
مهند الجنابی
44
Multinational Car License Plate Detection using Deep Neural Networks
ازیتا شیخی
45
Deepfake Detection Using Xception as a Feature Extractor and Combined with an SVM Classifier
فاطمه عموئی
46
Document Summarization with Divide-and-Conquer Approach and Contrastive Learning
علیرضا کشاورز
47
Integration of Image Processing and Optimization Techniques for Football Team Formation
پیمان خلیلی
Theses advised
#
Title
Persons
1
Modeling of Gravity Data Using Intelligence Methods: A Hybrid Algorithm of Particle Swarm Optimization and Artificial Bee Colony
M. Valieghbal
2
Combining Multiple Classiers Using The Dempster-Shafer Theory of Evidence
S. H. Behboodi
3
Hyper algebraic structures on some logical-algebraic structures and (fuzzy) structures induced by them
S. H. Varasteh
4
Vehicle Routing Problem solving Time-dependent Tabu Search Meta-Heuristic method
S. Gharib Navaz
5
Prototyping a Vibrato-Aware Query-By-Humming (QBH) Music Information Retrieval System for Mobile Communication Devices: The Case Study of Chromatic Harmonica Polyphonic Albums
D. Ali Mohammadi
6
Presenting Algorithms for waking up a swarm of Robots with Radial Approach (Radial Freeze Tag Problem)
M. J. NamaziFar
7
The signature of Chern coefficients of local rings
The signature of Chern coefficients of local rings
8
Improved ECC-based authentication in the wireless sensor network with the aim of privacy protection in IIoT
شایان زینلی
9
Money Laundering Detection using Topological data analysis
مصطفی خلیلی
10
improving the production process of a piece of music from production ho distribution using ethereum intelligent contracts in block chain technology
حسین اقائی فیشانی
11
Analysis of System Designing, Developing, and Assessment Requirements for Book Recomender Systems and Providing a Conceptual Model for Digital Libraries in Iran
مریم عظیمیان
12
A Hybrid Hotel Recommender System Based on Machine Learning Algorithms
شیما محمدی
13
Stock Market Prediction by Sentiment Analysis and Fitting Price and Volume Filters
سیدهادی لقمان
14
Phytoremediation of heavy metal contaminated urban soil and modeling theremediation by supervised artificial intelligence algorithms: Case study,green space of Tehran
فاطمه رضایی شهرکی
15
Using concave hull in classification of cancer data
علیرضا نوران
Courses
#
Course title
Description
Headlines
Date
Notes
File
1
الگوریتم پیشرفته
سه واحد + حل تمرین
فایل پیوست
کارشناسی ارشد
2
داده کاوی ارشد
سه واحد + حل تمرین
فایل پیوست
کارشناسی ارشد
Workshops contributed
#
Workshops & Courses Titles
Functional Organization
Place
Date
1
The First Android Programming Workshop
Kharazmi University
Faculty of Math. & Computer Science
2016
2
The Second Android Programming Workshop
Kharazmi University
Faculty of Mathematics & Computer Science
2018
3
The First School of Artificial Intelligence
Kharazmi University
Faculty of Mathematics & Computer Science
2019
4
The Second School of Artificial Intelligence
Kharazmi University
Faculty of Mathematics & Computer Science
2021
Published books
#
Title
Author(s)
Publisher
Publish Date
1
K. Borna, ``Advanced Programming in Java'' (in Persian), 1th Edition, Gostaresh-Oloom-Payeh Press, Tehran, Iran, 2013, ISBN: 978-964-490-558-2. (3nd Edition, 2017)
دکتر کیوان برنا
انتشارات گسترش علوم پایه
1392
Published articles
#
Paper title
Writer
Magazine title
Publish year
Publish type
Article type
1
Multicast Routing Based on Data Envelopment Analysis and Markovian Decision Processes for Multimodal Transportation
MOHANAD AL-JANABI, Keivan Borna, Shamsollah Ghanbari, Ahmed J. Obaid
Applied Sciences-Basel
2024
Full Text
2
Integrating singular value decomposition with deep learning for enhanced travel time estimation in multimodal freight transportation networks
MOHANAD AL-JANABI, Keivan Borna, Shamsollah Ghanbari, Ahmed J. Obaid
EXPERT SYSTEMS
2024
Full Text
3
SVD-based adaptive fuzzy for generalized transportation
MOHANAD AL-JANABI, Keivan Borna, Shamsollah Ghanbari, J. Obaid Ahmed
AEJ - Alexandria Engineering Journal
2024
Full Text
4
A fuzzy model for generalized transportation problems in China
MOHANAD AL-JANABI, Keivan Borna, Shamsollah Ghanbari
CONCURRENCY AND COMPUTATION-PRACTICE and EXPERIENCE
2024
Full Text
5
Predicting bioavailability of potentially toxic elements (PTEs) in sediment using various machine learning (ML) models: A case study in Mahabad Dam and River-Iran
Fateme Rezaee, , , Elisa Sacchi, Keivan Borna, Omid Lahijani
JOURNAL OF ENVIRONMENTAL MANAGEMENT
2024
Full Text
6
Video Classification Using Smooth Approximation of Hard-assignment Encoding
Mohammad Soltanian, Keivan Borna
Journal of Information Processing
2024
Full Text
7
Improving CNN-based solutions for emotion recognition using evolutionary algorithms
Parsa Mohammadrezaei, Muhamad Aminian, Mohammad Soltanian, Keivan Borna
Results in Applied Mathematics
2023
Full Text
8
Popular Tag Recommendation by Neural Network in Social Media
Mohammad Jafari Sadr, Seyedeh Leili Mirtaheri, Sergio Greco, Keivan Borna
Computational Intelligence and Neuroscience
2023
Full Text
9
A Self-Adaptive Deep Learning-based Model to Predict Cloud Workload
Keivan Borna, Reza Ghanbari
Neural Network World
2023
Full Text
10
Covid-19 Recognition from Cough Sounds Using Lightweight Separable-Quadratic Convolutional Network
Mohammad Soltanian, Keivan Borna
Biomedical Signal Processing and Control
2022
Full Text
11
Nonlinear inversion of gravity data for simple geometry anomalies using the Centred-Progressive Particle Swarm Optimisation algorithm
Marziyeh Valieghbal, Vahid Ardestani, Keivan Borna
Bollettino di Geofisica Teorica ed Applicata
2022
Full Text
12
What makes a Rhythm to be Bad
Saeid Jafaripour, Zahra Nilforoushan, Keivan Borna
Journal of Algorithms and Computation
2020
Full Text
13
A Classification Method for E-mail Spam Using a Hybrid Approach for Feature Selection Optimization
Zeinab Hasani, Vahid Hajihashemi, Keivan Borna, Iman Sahraei Dehmajnoonie
Journal of Sciences Islamic Republic of Iran
2020
Full Text
14
On a Novel Algorithm for Digital Resource Recommender Systems
Keivan Borna, Reza Ghanbari
Communications in Computer and Information Science
2019
Full Text
15
Customer satisfaction prediction with Michigan- style learning classifer system
Keivan Borna, Shokoofeh Hosseini, Mohammad Ali Mehdi Aghaee
SN Applied Sciences
2019
Full Text
16
Hierarchical LSTM network for text classification
Keivan Borna, Reza Ghanbari
SN Applied Sciences
2019
Full Text
17
On the regularity and defect sequence of monomial and binomial ideals
Keivan Borna, Abolfazl Mohajer
CZECHOSLOVAK MATHEMATICAL JOURNAL
2019
Full Text
18
Sweep Line Algorithm for Convex Hull Revisited
Keivan Borna
Journal of Algorithms and Computation
2019
Full Text
19
Hybrid Algorithms of Whale optimization algorithm and k-nearest neighbor to Predict the liver disease
Vahid Hajihashemi, Zeinab Hassani, Iman Sahraei Dehmajnoonie, Keivan Borna
EAI Endorsed Transactions on Context-aware Systems and Applications
2019
Full Text
20
On Hyper Hoop-algebras
RajabAli Borzooei, S. HamidReza Varasteh, Keivan Borna
RATIO MATHEMATICA
2016
Full Text
21
Using Metaheuristic Algorithms of Genetic Particle Swarm Optimization And Glowworm In The Intrusion Detection System
Maryam Athari, Keivan Borna
IJCSNS International Journal of Computer Science and Network Security
2016
Full Text
22
Quotient hyper hoop-algebras
RajabAli Borzooei, S. HamidReza Varasteh, Keivan Borna
Italian Journal of Pure and Applied Mathematics
2016
Full Text
23
Short Time Price Forecasting for Electricity Market Based on Hybrid Fuzzy Wavelet Transform and Bacteria Foraging Algorithm
Keivan Borna, Sepideh Palizdar
Journal of Information Systems and Telecommunication
2016
Full Text
24
An Adaptive Hierarchical Method Based on Wavelet and Adaptive Filtering for MRI
Vahid Hajihashemi, Keivan Borna
International Journal of Engineering, Transactions A: Basics
2016
Full Text
25
The generalization of rooks problem and quasi-determinant of matrices
Keivan Borna
Discrete Mathematics Algorithms and Applications (DMAA)
2016
Full Text
26
Linear time constant factor approximation algorithm for the Euclidean Freeze-Tag robot awakening problem
Mohammad Javad Namazifar, Alireza Bagheri, Keivan Borna
ACSIJ Advances in Computer Science an International Journal
2015
Full Text
27
A combination of genetic algorithm and particle swarm optimization method for solving traveling salesman problem
Keivan Borna, Razieh Khezri
Cogent Mathematics
2015
Full Text
28
A New Offline Persian Hand Writer Recognition based on 2D-Wavelet Transforms
Keivan Borna, Vahid Hajihashemi
International Journal of Image Graphics and Signal Processing
2015
Full Text
29
Ideals Whose First Two Betti Numbers Are Close
Keivan Borna, S. H. Hassanzadeh
ALGEBRA COLLOQUIUM
2015
Full Text
30
SMAODV A Novel Smart Protocol for Routing in Ad-hoc Wireless Networks Using the PageRank Algorithm
Ali Gozali, Keivan Borna
International Journal of Computer Network and Information Security
2015
Full Text
31
Dawsons Chess revisited
Keivan Borna, Nosratali Ashrafi Payaman
INDIAN JOURNAL OF PURE and APPLIED MATHEMATICS
2013
Full Text
32
A Java Pattern for Sorting Persian String
Keivan Borna, Nosratali Ashrafi Payaman
WORLD APPLIED SCIENCES JOURNAL
2012
Full Text
33
A Note on the 3-Sum Problem
Keivan Borna, Zahra Djalalian
International Conference on Contemporary Issues in Computer and Information Sciences
2012
Full Text
Presented articles
#
Title
Writer
Conference
Date
Presentation type
1
Assessing Classical and Evolutionary Preprocessing Approaches for Breast Cancer Diagnosis
Amirhussein Ataei monfared, Keivan Borna
20th CSI International Symposium on Artificial Intelligence and Signal Processing (AISP) - Iran
1402/12/02
Oral
2
Mining Frequent Spatial Patterns in Image Databases with 17D-SPA Representation
Keivan Borna, Parsa Mohammadrezaei
2022 Second International Conference on Distributed Computing and High Performance Computing (DCHPC) - Iran
1400/12/11
Oral
3
Visual Question Answering on CLEVR Dataset via Multimodal Fusion and Relational Reasoning
Abbas Allahyari, Keivan Borna
52nd Annual Iranian Mathematics Conference - Iran
1400/06/08
Oral
4
Multivariate Time-Series Prediction Using LSTM Neural Networks
Reza Ghanbari, Keivan Borna
26th Compuyer Society International Computer Conference - Iran
1399/12/13
Oral
5
Application of the Correlogram in Test Option Randomness
Hojjatollah Bakhtiyari Kiya, Michael Rodriguez, Keivan Borna
The 8th International Conference on Computer Engineering and Mathematical Sciences - Malaysia
1398/10/05
Oral
6
On a novel Algorithm for Digital Resource Recommender Systems
Keivan Borna, Reza Ghanbari
Second International Congress on High-Performance Computing and Big Data Analysis TopHPC 2019 - Iran
1398/02/03
Oral
7
Serious Games in Computer Science Learning Goals
Keivan Borna, Hesam Maghami Rad
2nd Digital Games Research Conferece Trends, Technologies and Applications - Iran
1397/09/08
Oral
8
A hybrid image watermarking method based on wavelet and two point chaotic mapping
Keivan Borna
49th Annual Iranian Mahematics Conference - Iran
1397/06/01
Oral
9
A Note On The 3-Sum Problem
Keivan Borna, Zahra Djalalian
The 3rd International Conference on Contemporary Issues in Computer and Information Sciences (CICIS 2012) - Iran
1391/03/09
Oral
10
On the Pairwise Sums
Keivan Borna, Zahra Djalalian
International Conference on Contemporary Issues in Computer and Information Sciences (CICIS 2012) - Iran
1391/03/09
Oral