Brief CV
Orod Ahmadi
Assistant Professor of industrial engineering
Specialized field: Statistical Analysis and Data Analysis, Statistical Quality Control, Artificial Intelligence, Machine Learning, Reinforcement Learning
Summary of Scientific and Research Activities:
Publishing journal papers,
Publishing conference proceedings,
Industrial consulting in the fields of data analysis, artificial intelligence, mathematical modeling, and simulation,
Supervising 2 Ph.D. theses,
Supervising M.Sc. theses,
Educational records
#
Course
University
City
Country
Graduation Date
Total mean
1
Bachelor of Science
K. N. Toosi University of Technology
Tehran
Iran
2007
17.92
2
Master of Science
K. N. Toosi University of Technology
Tehran
Iran
2009
18.92
3
Ph.D.
K. N. Toosi University of Technology
Tehran
Iran
2015
19.64
4
Postdoctoral
K. N. Toosi University of Technology
Tehran
Iran
2020
Languages
#
Language
Translation Skill
Dialogue Skill
1
English
Perfect
Moderate
Professional skills
#
Title
Date of activity
1
ِData Analysis and System Analysis
2011
2
Time Series Analysis
2011
3
System Design and System Analysis
2011
4
Quality Engineering
2011
5
Process Control
2011
6
Artificial Intelligence
2011
7
Machine Learning
2013
8
Reinforcement Learning
2013
Academic & scientific positions
#
Responsibilities Titles
Name of Organization
Starting Date
Termination Date
1
Head of Industrial Engineering Department
Kharazmi University
2023
2
Consultant and Data Analyst
Informatics Services Corporation
2022
3
Consultant and System Analyst
Central Bank of Islamic Republic of Iran
2018
4
Consultant and System Analyst
PDN Co
2016
5
Consultant and Data Analyst
DAB Co
2017
2018
6
Consultant of Predictive Emission Monitoring Project
Niroo Research Institute
2015
2017
7
Quality Control Consultant
Royan Cord Blood Bank
2012
2017
8
SCM Consultant
Hejrat Distribution Co
2007
2008
9
Quality Control Consultant and Risk Analyst
KDD Co
2007
2017
Research interests
#
Title
Start date
1
Statistical Analysis and Data Analysis
2
Statistical Quality Control
3
Statistical Process Control
4
Robust Statistics
5
Multivariate Statistical Analysis
6
Time Series Analysis
7
Profile Monitoring (Parametric & Non Parametric)
8
Signal Processing
9
Digital Signal Processing
10
Systems Simulation
11
Artificial Intelligence
12
Machine Learning
13
Reinforcement Learning
Theses supervised
#
Title
Persons
1
Monitoring of univariate simple linear profiles in the presence of within profile ARMA autocorrelation and change point detection.
H. Fakhimi
2
Design of a robust control chart for monitoring principal components
Gh. Ghafarian
3
design of control chart using robust clustering
Sana Ahmadi
4
portfolio management by reinforcement learning and financial time series forecasting
فرنوش دنیامعلی نیا
5
Designing a new method for predicting the price of digital currency cryptocurrencies in short-term and long-term periods
ارزو کریمی
6
Investigating the effect of marketing policies on the number of sales of ERP software based on systematic marketing trends-case study Hamkaran System Company
سارا بخشایش طلب
Journal Referee
#
Magazine Title
Date of Cooperation & Explanations
1
Quality and Reliability Engineering International
2
Communication in Statistics, Theory and Methods
3
International Journal of Supply and Operations Management
Theses advised
#
Title
Persons
1
Statistical Monitoring of Audio Signals using Control Charts
A.H. Bakhshayeshi
2
Development of methods for monitoring image data with the statistical approach
D. Eslami
3
Robust Monitoring of Nonlinear Processes Using KPCA
AbdolReza Askari
4
Comparative analysis between data mining and soft computing methods to forecasting air pollution: Case study in Tehran
Maryam Haghshenas
5
Forecast Heart Dieses Using Robust Random Forest With Datamining Approch
Mahdieh Bashtegan
6
Designing the Sensitive Mean Control Chart Using Filtering in Frequency Domain-System Approach
Maryam Askari
7
Impact of Business Processes Management on Costs of Quality in Consultant Companies
Hamid Cheraghian
8
The Prediction of patient No-Show by using Machine learning algorithms
محمدرضا انصافی
9
Design and development of a model for distributing financial resources to suppliers in a single producer chain with increasing resilience
فروغ سادات نهاردانی
10
Implementing reinforcement learning for optimal policy determination in an inflation-driven inventory model to simultaneously control lead time and order time under demand uncertainty
پرستو سعادتمند
Course taught
#
Lesson Title
Place & Date of Lecture
1
Multivariate Statistical Analysis
Kharazmi University
2
Operation Research II
Kharazmi University
3
Transportation Systems
Kharazmi University
4
Statistical Quality Control
Kharazmi University
5
Statistical Quality Control
Binesh Institute
6
Statistical Methods
Islamic Azad University TNB
7
Engineering Statistics
Islamic Azad University TNB
8
Probability Theory
Islamic Azad University TNB
9
Statistical Quality Control (TA)
K. N. Toosi University of Technology
10
Engineering Statistics (TA)
K. N. Toosi University of Technology
11
Operation Research II (TA)
K. N. Toosi University of Technology
12
Operation Research I (TA)
K. N. Toosi University of Technology
13
Engineering Economics (TA)
K. N. Toosi University of Technology
14
Stochastic Processes
Kharazmi University
15
Engineering Data Analysis
Kharazmi University
16
Queueing Theory
Kharazmi University
17
Forecasting and Time Series Analysis
Kharazmi University
18
Probability Theory
Kharazmi University
Published articles
#
Paper title
Writer
Magazine title
Publish year
Publish type
Article type
1
Statistical monitoring of image data using multi-dimensional functional principal component analysis
Darush Eslami --- Hamid Reza Izadbakhsh --- Orod Ahmadi --- Marzieh Zarinbal
Communication in Statistics, Theory and Methods
2021
Abstract
2
Spatial-nonparametric regression: an approach for monitoring image data
Darush Eslami --- Hamid Reza Izadbakhsh --- Orod Ahmadi --- Marzieh Zarinbal
Communication in Statistics, Theory and Methods
2021
Abstract
3
Statistical modeling and monitoring of image data in the presence of temporal and spatial correlations
Dariush Eslami, Hamidreza Izadbakhsh, Orod Ahmadi, Marzieh Zarinbal
Scientia Iranica
2022
Full Text
4
Process capability analysis for multivariate simple linear profiles in a multistage process
Saeed Adibfar, Rassoul Noorossana, Orod Ahmadi
Journal of Industrial and Systems Engineering
2022
Full Text
5
Statistical monitoring of image data using multi-channel functional principal component analysis
Dariush Eslami vezmelaie, Hamidreza Izadbakhsh, Orod Ahmadi, Marzieh Zarinbal
COMMUNICATIONS IN STATISTICS-THEORY AND METHODS
2021
Full Text
6
Monitoring Process Mean Using a Second Order Filter: Signal and System Approach
Orod Ahmadi --- Hamid Shahriari
Scientia Iranica
2020
Full Text
Original Article
7
Phase I and Phase II Analysis of Linear Profile Monitoring Using Robust Estimators
Hamid Reza Moheghi --- Rasoul Noorossana --- Orod Ahmadi
Communication in Statistics, Theory and Methods
2020
Full Text
Original Article
8
GLM Profile Monitoring Using Robust Estimators
Hamid Reza Moheghi --- Rasoul Noorossana --- Orod Ahmadi
Quality and Reliability Engineering International
2020
Full Text
Original Article
9
A Robust Wavelet Based Profile Monitoring and Change Point Detection Using S-estimator and Clustering
Orod Ahmadi --- Hamid Shahriari --- Yaser Samimi
Journal of Industrial and System Engineering
2017
Full Text
Original Article
10
Estimation of Complicated Profiles in Phase I, Clustering and S-estimation Approaches
Hamid Shahriari --- Orod Ahmadi
Quality and Reliability Engineering International
2015
Full Text
Original Article
11
Robust Estimation of Complicated Profiles Using Wavelets
Hamid Shahriari --- Orod Ahmadi
Communication in Statistics, Theory and Methods
2014
Full Text
Original Article
12
A Robust R Control Chart Based on a Two-Step Estimator of the Process Dispersion
Hamid Shahriari --- Orod Ahmadi
Communication in Statistics, Theory and Methods
2014
Full Text
Original Article
13
Robust Estimation of the Mean Vector for High Dimensional Data Set Using Robust Clustering
Hamid Shahriari --- Orod Ahmadi
Journal of Applied Statistics
2013
Full Text
Original Article
14
A Two-Phase Robust Estimation of Process Dispersion Using M-estimator
Hamid Shahriari --- Orod Ahmadi --- Amir. H. Shokouhi
Journal of Industrial and Systems Engineering
2009
Full Text
Original Article
15
A Two-Step Robust Estimation of the Process Mean Using M-estimator
Hamid Shahriari --- Orod Ahmadi --- Amir. H. Shokouhi
Journal of Applied Statistics
2009
Full Text
Original Article
16
Constructing a Sensitive Control Chart to Monitor Process Mean using Optimal Filter: Time-Frequency Analysis Approach
Askari Maryam, Orod Ahmadi, Youness Javid
Scientia Iranica
Full Text
17
Monitoring of simple linear profiles and change point estimation in the presence of within-profile ARMA autocorrelation
Hooman Fakhimi, Orod Ahmadi, Hamidreza Izadbakhsh
journal of quality engineering and production optimization
Full Text
Under publication articles
#
Paper title
Writer
Magazine title
Publish type
1
Constructing Sensitive Control Chart to Monitor Process Mean using Optimal Filter: Time - Frequency Analysis Approach
Maryam Askari --- Orod Ahmadi --- Younes Javid
Computers and industrial engineering
Abstract
2
A regression-based monitoring of image data under two-scale analysis
Darush Eslami --- Hamid Reza Izadbakhsh --- Orod Ahmadi --- Marzieh Zarinbal
Scientia Iranica
Abstract
3
Two Dimensional Wavelet Based Statistical Monitoring of Image Data
Mahdi Koosha --- Rassoul Noorossana --- Orod Ahmadi
Quality and Reliability Engineering International
Abstract