ABBAS AHMADI
Associate Professor
Department of Industrial Engineering & Management Systems
Systems Engineering
Department of Industrial Engineering & Management Systems
Systems Engineering
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Email:
abbas.ahmadi
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h-index (Scopus):
17
Citations (Scopus):
853
Supervised MSc Theses
#
Thesis title
By
Date
1
Development Of Machine Learning Algorithm For Kidney Transplant Prediction
Mohamad Reza Moharami & Abbas Ahmadi
March 2023
2
Interactive query-based summarization of scientific documents considering qualitative feedbacks
Mehrzad Ahmadian & Abbas Ahmadi
January 2023
3
Analysis of Electronic Health Records to diagnose and determine the relationship between using Co-clustering
Nafiseh Seyvanizadeh & Abbas Ahmadi
September 2022
4
Lung Nodule Diagnosis from CT Images via Deep Learning Algorithms and Capsule Networks
Soroush Sadeghi & Abbas Ahmadi
August 2022
5
Prioritize Patients and Diagnose Coronary Artery Disease Using Fuzzy Neural Network
Mojtaba Shirani & Abbas Ahmadi
August 2022
6
Few-shot Learning for Fashion Recommendation System
Samane Sayyar & Abbas Ahmadi
July 2022
7
Intelligent Prediction of Chronic Kidney Transplant Rejection Using Red Deer Algorithm and Decision Tree
Seyed Pourya Moghadam Kouhi & Abbas Ahmadi
May 2022
8
Scheduling in Operating Room considering the Maintenance of the Equipment
Atefeh Parvisi & Abbas Ahmadi
February 2022
9
Intelligent interactive systems for the diagnosis and recovery of physical activity for the elderly at home
Sahel Saeedi Garakani & Abbas Ahmadi
February 2022
10
Designing Recommender System in Tourism Industry by Big Data Approach
Marzie Salimian & Abbas Ahmadi
September 2021
11
A model for learning and recognition of patient activity in elderly care
Pouya Karimiandehaghi & Abbas Ahmadi
September 2021
12
Automated guided vehicle routing problem in healthcare systems using human- machine interaction
Zahra Dehghan Manshadi & Abbas Ahmadi
September 2021
13
Brain tumor MRI segmentation: neural network methods and fuzzy logic
Mahsa Meyari & Abbas Ahmadi
September 2021
14
Diagnosis of anesthesia pancreatic cancer by hybrid approach of clustering and neural network
Roya Almasi & Abbas Ahmadi
June 2021
15
Detecting the risk of breast cancer using neural network algorithms and deep learning
Taha Bastani & Abbas Ahmadi
April 2021
16
Designing lung cancer diagnosis model using CT images
Seyed Kamal Mousavi & Abbas Ahmadi
January 2021
17
determining the transporting policy for perishable goods in a 3pl pharmaceutical system
Hamed Araqi & Abbas Ahmadi
October 2020
18
Developing intelligence recognition model for brain atrophy from MRI images
Sahar Hanifi & Abbas Ahmadi
September 2020
19
Brain tumor segmentation and classification using deep learning and Neural Networks
Maryam Jafaripakzad & Abbas Ahmadi
September 2020
20
Developing a prediction model for customer churn in banking industry services using ensumble methods
Seyedeh Mahdiyeh Shafienejad & Abbas Ahmadi
September 2020
21
A Multi-Objective Model for the Green Capacitated Location-Routing Problem by Considering Time Window with Uncertain Demand
Kayhan Alamatsaz & Abbas Ahmadi
August 2020
22
Proposing a novel kernellized and fuzzy type 2 approach for lung CT image segmentation
Pegah Saadati & Abbas Ahmadi
March 2020
23
An statistical approach to apply multiple response surface methodology for simutaneous improvement of quality characteristics
Behrooz Asghari & Abbas Ahmadi
March 2020
24
Customer segmentation and behavior modeling based on customer lifetime value (CLV) using RFM
Samaneh Movaghar Hoor & Abbas Ahmadi
February 2020
25
Traffic data fusion to estimate travel time
Seyedmohsen Kheyrandish & Abbas Ahmadi
January 2019
26
Optimizing Corporate Clients Portfolio In A Two Echelon Banking Supply Chain- A case study
Ali Majidi & Abbas Ahmadi
January 2019
27
automatic road crack detection and classification using image processing techniques, machine learning and integration models in urban areas
Sadjad Khalesi & Abbas Ahmadi
October 2018
28
Designing a pothole detection system, using machine learning methods
Farzad Salimi & Abbas Ahmadi
October 2018
29
Lung cancer detection in CT images and 3D geometry tumor modeling: deep learning approach
Mozhgan Vazifeh Doost Irani & Abbas Ahmadi
October 2018
30
Modeling and Forecasting the Future of Logistics and International Load Transit in the Routes in Iran
Ali Habibzadeh Motlagh & Abbas Ahmadi
September 2018
31
lung cancer recognition using cooperative swarms clustering
Fatemeh Sadeghi & Abbas Ahmadi
February 2018
32
Developing an interactive model for search results visualization in scientific documents corpus
Sayed Mahmood Bakhshayesh & Abbas Ahmadi
February 2018
33
Interactive modelling for summarizing scientific documents
Farnoush Bayatmakou & Abbas Ahmadi
October 2017
34
breast tumor recognition by fusing multiple mammography images
Elmira Fathdokht & Abbas Ahmadi
October 2017
35
Designing an intelligent decision support system for re allocating and re- deploying
Mahdi Khaknezhad & Abbas Ahmadi
July 2017
36
improving the prediction of customer churning by multiple-classifier approach
Reza Rahbin & Abbas Ahmadi
December 2016
37
Modeling green suppliers development considering long term green performance
Faeze Ardestani & Abbas Ahmadi
November 2016
38
diagnosis and modeling of lung tumor geometry using fuzzy approach
Parnian Afshar Bakeshloo & Abbas Ahmadi
October 2016
39
Customer clustering based on particle swarm optimization I order to develop a new product
Hossein Kamalzadeh & Abbas Ahmadi
July 2016
40
Proposing intelligent cooperative systems based on classifier ensemble for lung cancer recognition
Farzad Vasheghani Farahani & Abbas Ahmadi
February 2016
41
Breast cancer diagnosis using a hybrid classification approach
Naeimeh Fatahi & Abbas Ahmadi
February 2016
42
Clustering customers based on their lifetime value using a fuzzy approach
Reza Pasandideh & Abbas Ahmadi
February 2016
43
A multi-objective multi-product multi-echelon inventory model with uncertain demand
Hamed Mohammadi & Abbas Ahmadi
February 2016
44
Simulation of intelligent emergency vehicle dispatching and transportation problem with whole area coverage
Mohammad Noroozi & Abbas Ahmadi
February 2016
45
Productive portfolio optimization for suppliers using multi-agent based distributed data mining
& Abbas Ahmadi
October 2015
46
proposing a new strategic model for supplier selection and development knowledge sharing approach
Farahnaz Zarei & Abbas Ahmadi
October 2015
47
Development of multi agent modeling for the efficient treatment selection of breast cancer
Fatemeh Mansourian & Abbas Ahmadi
September 2015
48
Analyzing Correlation Between Air Pollution and Heart-Pulmonary Diseases Using Neural Network
Jahangir Tahmasbi & Abbas Ahmadi
September 2015
49
Using FMEA Approach to Evaluated Risk and Increase Patient Safety in Operation Room
Behzad Mosallanezhad & Abbas Ahmadi
September 2015
50
Handling Techniques and Development of Data Mining’s Applications in Heart Healthcare Industry With the Aim of Increasing Productivity
Pezhman Mazaheri & Abbas Ahmadi
June 2015
51
Intelligent detection of rail defects
Mohammad Saied Rahmani & Abbas Ahmadi
June 2015
52
Condition Based Maintenance Optimization Model for Greasy Liver Screening
Zinatbaygom Mousavi & Abbas Ahmadi
March 2015
53
Developing neural network – based credit scoring system : multiple classifiers approach
Razieh Boroon & Abbas Ahmadi
February 2015
54
Logistics service network design
Amir Morovati & Abbas Ahmadi
February 2015
55
Design a recommender system for attracting churning customer in the banking industry
Elham Shafiee Gol & Abbas Ahmadi
January 2015
56
Develop a Decision Support System for Customer Churn Prediction in Banking Industry
Elmira Amiri Souri & Abbas Ahmadi
December 2014
57
modeling and solving vehicle routing problem with cross dock and direct shipment in supply chain management
Maede Mokhtarinejad & Abbas Ahmadi
October 2014
58
Location- allocation modeling of a closed loop supply chain to decrease costs and environmental impacts
Nazanin Ashrafi & Abbas Ahmadi
October 2014
59
Generating a risk model based on data mining techniques to predict complications in cardio surgery patients
Asieh Shahrabi & Abbas Ahmadi
October 2014
60
Developing a dynamic neural network model for portfolio optimization
Azadeh Gharibrezayazdi & Abbas Ahmadi
October 2014
61
Modeling the effect of ITS systems and renewable fuels in reduction CO2 in road transportation
Mehrsa Ehsani & Abbas Ahmadi
September 2014
62
Using clustering analysis in a location –routing problem of closed Loop logistic network
Saeed Irannejad Bisafar & Abbas Ahmadi
February 2014
63
modeling of Bi-objective portfolio rebalancing with particle swarm optimization
Mirmeisam Seied Hoseini & Abbas Ahmadi
January 2014
64
A New Hybrid approach in Intelligent Analytical Modeling for Strategic supplier development
Ekhlas Masoudi Mansour & Abbas Ahmadi
October 2013
65
A hybrid intelligent model for green supplier development
Atoosa Teymouri & Abbas Ahmadi
October 2013
66
supply chain
Samira Mohabatdar & Abbas Ahmadi
October 2013
67
supply chain
Saba Hosseiniun & Abbas Ahmadi
October 2013
68
Supply chain performance evaluation using data envelopment analysis (DEA)
& Abbas Ahmadi
October 2013
69
Analysing population and transportation pattern for developing bus/taxi stops using data mining techniques
Maasoumeh Mazinani & Abbas Ahmadi
September 2013
70
Integration of ordering and scheduling in supply chain by means of Clustering
Hamed Pouya & Abbas Ahmadi
June 2013
71
Vehicle routing with considering stochastic travel times in supply chain
& Abbas Ahmadi
May 2013
72
An Intelligent Customer Churn Prediction Using Networks and Evolutionary Algorithms
Elham Ebrahimi & Abbas Ahmadi
March 2013
73
A Novel Sequence Clustering Approach Based on Particle Swarm optimization for Customer Segmentation
Atefeh Mozafari Nia & Abbas Ahmadi
February 2013
74
A Hybrid approach for Supplier Performance Evaluation Using Artificial Neural Networks
Elaheh Golbabaii Asl Namin & Abbas Ahmadi
October 2012
75
Developing a model for expanding public transportation using data mining approaches
Seyed Omid Hasanpour Jesri & Abbas Ahmadi
October 2012
76
Supplier selection in the view of delivery failure
Seyed Vahid Nourbakhsh & Abbas Ahmadi
February 2012
77
A Hybrid Approach for Customer Segmentation Using PSO-Based Clustering and Density – based Clustering
Mohamadkhabat Moradi & Abbas Ahmadi
October 2011
78
Designing a Model for Evaluating Performance of Technological Innovation System in Renewable Energy: the case of fuel Cell Technology in Iran
Enayat Allah Moallemi & Abbas Ahmadi
October 2011
79
Strategic supplier development process with intelligent analytical modeling approach
Ali Otroj & Abbas Ahmadi
October 2011
Books
#
Title
Author(s)
Publisher country
publication date
version
Portal Records
1
Evolutionary Computation in Scheduling, First Edition Chapter 6 An Efficient Modified Red Deer Algorithm to Solve a Truck Scheduling Problem Considering Time Windows and Deadline for Trucks Departure
Amir Mohammad Fathollahifard, Abbas Ahmadi, Mohsen Sheikh Sajadieh
United States
May 2020
1
2
3D Reconstruction of Lung Tumour Using Deep Auto-encoder Network and a Novel Learning-Based Approach
Mozhgan Vazifeh Doost Irani, Abbas Ahmadi
none
July 2022
1
3
Green Transportation and New Advances in Vehicle Routing Problems:Chapter1:A Robust Optimization for a Home Healthcare Routing and Scheduling Problem Considering Greenhouse Gas Emissions and Stochastic Travel and Service Times
Amir Mohammad Fathollahifard, Abbas Ahmadi, Behrooz Karimi
Switzerland
December 2020
1
4
Business Intelligence: Data Mining and Optimization for Decision Making
Abbas Ahmadi, Azadeh Mohebi
Iran (Islamic Republic of)
December 2013
2
5
Business Intelligence: Data Mining and Optimization for Decision Making
Abbas Ahmadi, Azadeh Mohebi
Iran (Islamic Republic of)
April 2013
1
Journal Papers
Portal Records
1
Saeed Mostafaei, Abbas Ahmadi, Jamal Shahrabi, "USWAVG-BS: Under-Sampled Weighted AVeraGed BorderlineSMOTE to handle data intrinsic difficulties", EXPERT SYSTEMS WITH APPLICATIONS, May 2023
Vol. 227,
Num. 120379,
Page 1-14,
May 2023,
2
Seyed Reza Rezaei Rezaei, Abbas Ahmadi, "A GAN-based method for 3D lung tumor reconstruction
boosted by a knowledge transfer approach", MULTIMEDIA TOOLS AND APPLICATIONS, April 2023
Vol. 0,
Num. 0,
Page 1-27,
April 2023,
3
Mohammadhosein Vaghefzadeh, Behrooz Karimi, Abbas Ahmadi, "Modelling customer demand for mobile value-added services: non-stationary time series models or neural networks time series analysis?", International Journal of Industrial and Systems Engineering, March 2023
Vol. 43,
Num. 4,
Page 555-581,
March 2023,
4
Zohresadat Moattar Husseini, Mohammad Hossein Fazel Zarandi, Abbas Ahmadi, "Adaptive type2-possibilistic C-means clustering and its application to microarray datasets", ARTIFICIAL INTELLIGENCE REVIEW, March 2023
Vol. 0,
Num. 0,
Page 1-36,
March 2023,
5
Seyed Reza Rezaei Rezaei, Abbas Ahmadi, "A hierarchical GAN method with ensemble CNN for accurate nodule detection", International Journal of Computer Assisted Radiology and Surgery, December 2022
Vol. 0,
Num. 0,
Page 1-11,
December 2022,
6
Arefeh Lotfi, Morteza Bagheri, Abbas Ahmadi, "Using Machine Learning Methods for Modeling Freight Train Derailment Severity", TRANSPORTATION RESEARCH RECORD, September 2022
Vol. 0,
Num. 0,
Page 1-13,
September 2022,
7
Seyed Pourya Moghadam Kouhi, Abbas Ahmadi, "A machine learning framework to predict kidney graft failure with class imbalance using Red Deer algorithm", EXPERT SYSTEMS WITH APPLICATIONS, August 2022
Vol. 210,
Num. 118515,
Page 1-13,
August 2022,
8
Farnoush Bayatmakou, Azadeh Mohebi, Abbas Ahmadi, "An interactive query-based approach for summarizing scientific documents", INFORMATION DISCOVERY AND DELIVERY, April 2022
Vol. 50,
Num. 2,
Page 176-191,
April 2022,
9
Saeed Mostafaei, Abbas Ahmadi, Jamal Shahrabi, "Dealing with data intrinsic difficulties by learning an interPretable Ensemble Rule Learning (PERL) model", INFORMATION SCIENCES, March 2022
Vol. 595,
Num. 0,
Page 294-312,
March 2022,
10
Amir Mohammad Fathollahifard, Abbas Ahmadi, Behrooz Karimi, "Sustainable and Robust Home Healthcare Logistics: A Response to the COVID-19 Pandemic", Symmetry-Basel, January 2022
Vol. 14,
Num. 2,
Page 1-33,
January 2022,
11
Amir Mohammad Fathollahifard, Abbas Ahmadi, Behrooz Karimi, "Multi-Objective Optimization of Home Healthcare with
Working-Time Balancing and Care Continuity", Sustainability, November 2021
Vol. 13,
Num. 22,
Page 1-33,
November 2021,
12
Sayed Mahmood Bakhshayesh, Abbas Ahmadi, Azadeh Mohebi, "A new subject-based retrieval and search result visualization approach for scientific digital libraries", ELECTRONIC LIBRARY, September 2021
Vol. 0,
Num. 0,
Page 1-24,
September 2021,
13
Elaheh Mehrabi, Azadeh Mohebi, Abbas Ahmadi, "Improved Keyword Extraction for Persian Academic Texts Using RAKE Algorithm Case Study: Persian theses
and Dissertations", Journal of Information Processing and Management, September 2021
Vol. 37,
Num. 1,
Page 197-228,
September 2021,
14
Kayhan Alamatsaz, Abbas Ahmadi, Seyed Mohammad Javad Mirzapour Alehashem, "A multiobjective model for the green capacitated location-routing problem considering drivers’ satisfaction and time window with uncertain demand", ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH, August 2021
Vol. 0,
Num. 0,
Page 0-0,
August 2021,
15
Zeinab Rahimi Rise, Masoud Mahootchi, Abbas Ahmadi, "Fusing clinical and image data for detecting the severity of breast cancer by a novel hierarchical approach", JOURNAL OF EXPERIMENTAL & THEORETICAL ARTIFICIAL INTELLIGENCE, July 2021
Vol. 0,
Num. 0,
Page 1-24,
July 2021,
16
Jahangir Tahmasbi, Abbas Ahmadi, Behzad Mosallanezhad, "Uncovering the hidden relation between air pollution
and ischemic heart disease: Experience from Tehran", Journal of Industrial and Systems Engineering, July 2021
Vol. 13,
Num. 3,
Page 216-242,
July 2021,
17
Seyed Vahid Nourbakhsh, Masoud Mahootchi, Abbas Ahmadi, Farzad Mahmoodi, "INTEGRATION OF DATA ENVELOPMENT ANALYSIS WITH DECISION MAKER PREFERENCE FOR SUPPLIER SELECTION", INTERNATIONAL JOURNAL OF INDUSTRIAL ENGINEERING-THEORY APPLICATIONS AND PRACTICE, June 2021
Vol. 27,
Num. 6,
Page 824-843,
June 2021,
18
Abbas Ahmadi, Sadjad Khalesi, Amir Golroo, "An integrated machine learning model for automatic road crack detection and classification in urban areas", INTERNATIONAL JOURNAL OF PAVEMENT ENGINEERING, June 2021
Vol. 2021,
Num. 0,
Page 1-17,
June 2021,
19
Sina Keyhanian, Abbas Ahmadi, Behrooz Karimi, "On pricing and bundling decisions for stackelberg games in parallel channels of substitutable composites", RAIRO-OPERATIONS RESEARCH, March 2021
Vol. 55,
Num. 0,
Page 1657-1704,
March 2021,
20
Hossein Kamalzadeh, Abbas Ahmadi, Saeed Mansour, "Clustering time-series by a novel slope-based similarity measure
considering particle swarm optimization", APPLIED SOFT COMPUTING, November 2020
Vol. 96,
Num. 0,
Page 0-0,
November 2020,
21
Samar Shetaban, Mirmehdi Seyed Esfahani, Abbas Saghaei, Abbas Ahmadi, "An integrated methodology to control the risk of cardiovascular disease in patients with hypertension and type 1 diabetes", COMPUTATIONAL INTELLIGENCE, October 2020
Vol. 0,
Num. 0,
Page 1-26,
October 2020,
22
Amir Mohammad Fathollahifard, Abbas Ahmadi, Seyed Mohammad Javad Mirzapour Alehashem, "Sustainable closed-loop supply chain network for an integrated water supply and wastewater collection system under uncertainty", JOURNAL OF ENVIRONMENTAL MANAGEMENT, August 2020
Vol. 275,
Num. 111277,
Page 0-0,
August 2020,
23
Amir Mohammad Fathollahifard, Abbas Ahmadi, Fariba Goodarzian, Naoufel Cheikhrouhou, "A bi-objective home healthcare routing and scheduling problem considering patients’ satisfaction in a fuzzy environment", APPLIED SOFT COMPUTING, May 2020
Vol. 93,
Num. 0,
Page 0-0,
May 2020,
24
Sina Keyhanian, Abbas Ahmadi, Behrooz Karimi, "A Study on Pricing under a Coopetitive and Duopolistic Market of Vertically Differentiated Products", INDUSTRIAL ENGINEERING AND MANAGEMENT SYSTEMS, December 2019
Vol. 18,
Num. 4,
Page 776-793,
December 2019,
25
Ehsan Solgi, S.Mohammad Moattar Husseini, Abbas Ahmadi, Hossein Gitinavard, "A hybrid hierarchical soft computing approach for the technology selection problem in brick industry considering environmental competencies: A case study", JOURNAL OF ENVIRONMENTAL MANAGEMENT, November 2019
Vol. 248,
Num. 0,
Page 0-0,
November 2019,
26
Samar Sshetaban, Mirmehdi Seyed Esfahani, Abbas Saghaie, Abbas Ahmadi, "Operations research and health systems: A literature review", Journal of Industrial Engineering and Management Studies, August 2019
Vol. 7,
Num. 2,
Page 240-260,
August 2019,
27
Amir Mohammad Fathollahifard, Kannan Govindan, Mostafa Hajiaghai-Keshtele, Abbas Ahmadi, "A green home health care supply chain: New modified simulated annealing algorithms", JOURNAL OF CLEANER PRODUCTION, August 2019
Vol. 240,
Num. 0,
Page 0-0,
August 2019,
28
Yaping Fu, Guangdong Tian, Amir Mohammad Fathollahifard, Abbas Ahmadi, Chaoyong Zhang, "Stochastic multi-objective modelling and optimization of an energy-conscious distributed permutation flow shop scheduling problem with the total tardiness constraint", JOURNAL OF CLEANER PRODUCTION, July 2019
Vol. 226,
Num. 0,
Page 515-525,
July 2019,
29
Arghavan Fakoor, Hamed Mehranfar, Morteza Bagheri, Abbas Ahmadi, "Improving Efficiency of Mineral Terminal Performance using Lean Railroading", TRANSPORTATION RESEARCH RECORD, June 2019
Vol. 0,
Num. 0,
Page 1-10,
June 2019,
30
Danial Dadmohammadi, Abbas Ahmadi, "A Combined Learning Approach for Credit Scoring Using Adaptive Hierarchical
Mixture of Experts: Iranian Banking Industry", AUT Journal of Modeling and Simulation, June 2019
Vol. 51,
Num. 1,
Page 67-80,
June 2019,
31
Seyed Habibollah Rahmati, Abbas Ahmadi, Behrooz Karimi, "Developing simulation based optimization mechanism for a novel stochastic reliability centered maintenance problem", SCIENTIA IRANICA TRANSACTION E-INDUSTRIAL ENGINEERING, October 2018
Vol. 25,
Num. 5,
Page 2788-2806,
October 2018,
32
Amir Heydari, Hamidreza Shahabi Haghighi, Abbas Ahmadi, "Identifying Significant Health Measurement of Equipment Affecting the Quality of a Continuous Product (Case Study: Unit 2, Parand Gas Turbine Power Plant)", Industrial Management Journal, October 2018
Vol. 10,
Num. 3,
Page 455-480,
October 2018,
33
Behzad Mosallanezhad, Abbas Ahmadi, "Using Fuzzy FMEA to Increase Patient Safety in Fundamental Processes of Operating Room", Journal of Industrial and Systems Engineering, September 2018
Vol. 11,
Num. 3,
Page 146-166,
September 2018,
34
Parnian Afshar Bakeshloo, Abbas Ahmadi, Azadeh Mohebi, Mohammad Hossein Fazel Zarandi, "A hierarchical stochastic modelling approach for
reconstructing lung tumour geometry from 2D CT
images", JOURNAL OF EXPERIMENTAL & THEORETICAL ARTIFICIAL INTELLIGENCE, September 2018
Vol. 30,
Num. 6,
Page 973-992,
September 2018,
35
Fatemeh Sadeghi, Abbas Ahmadi, "Detection of lung cancer using CT images based on novel PSO clustering", Journal of Industrial and Systems Engineering, July 2018
Vol. 11,
Num. 14,
Page 163-175,
July 2018,
36
Abbas Ahmadi, Sadjad Khalesi, Mohammad Reza Baqeri Kazem Abad, "Automatic road crack detection and classification using image processing techniques, machine learning and integrated models in urban areas: A novel image binarization technique", Journal of Industrial and Systems Engineering, July 2018
Vol. 11,
Num. 8,
Page 85-97,
July 2018,
37
Seyed Habibollah Rahmati, Abbas Ahmadi, Behrooz Karimi, "Multi-objective evolutionary simulation based optimization mechanism for
a novel stochastic reliability centered maintenance problem", Swarm and Evolutionary Computation, March 2018
Vol. 0,
Num. 0,
Page 1-17,
March 2018,
38
Farzad Vasheghani Farahani, Abbas Ahmadi, Mohammad Hossein Fazel Zarandi, "Hybrid intelligent approach for diagnosis of the lung nodule from CT images using spatial kernelized fuzzy c-means and ensemble learning", MATHEMATICS AND COMPUTERS IN SIMULATION, February 2018
Vol. 0,
Num. 0,
Page 0-0,
February 2018,
39
Tayebeh Hosseinikhah, Abbas Ahmadi, Azadeh Mohebi, "A New Persian Text Summarization Approach Based on Natural Language Processing and Graph Similarity", Journal of Information Processing and Management, December 2017
Vol. 33,
Num. 2,
Page 885-913,
December 2017,
40
Seyfollah Tabrizi, S.Hassan Ghodsypour, Abbas Ahmadi, "proposing a two level optimization model for a perishable food supply chain: a case study on Iranian warm-water fish supply chain", , October 2017
Vol. 0,
Num. 84,
Page 181-216,
October 2017,
41
Seyfollahtabrizi, S.Hassan Ghodsypour, Abbas Ahmadi, "Modelling Three-Echelon Warm-Water Fish Supply Chain: A Bi-level Optimization Approach under Nash–Cournot Equilibrium", APPLIED SOFT COMPUTING, October 2017
Vol. 0,
Num. 0,
Page 0-0,
October 2017,
42
Seyed Habibollah Rahmati, Abbas Ahmadi, Kannan Govindan, "A novel integrated condition-based maintenance and stochastic flexible job shop scheduling problem: simulation-based optimization approach", ANNALS OF OPERATIONS RESEARCH, August 2017
Vol. 0,
Num. 0,
Page 0-0,
August 2017,
43
Amir Heydari, Hamidreza Shahabi Haghighi, Abbas Ahmadi, "Prediction of Remaining Useful Life of Equipment based on Condition Monitoring and Expert Knowledge Using Neuro-Fuzzy Inference System", International Journal of Industrial Engineering and Productional Research, May 2017
Vol. 28,
Num. 1,
Page 28-42,
May 2017,
44
Danial Dadmohammadi, Abbas Ahmadi, "A Novel Hybrid Learning Approach to Train Hierarchical Mixture of Neural Networks Model for Credit Scoring in Bank Industry", International Journal of Industrial Engineering and Productional Research, May 2017
Vol. 28,
Num. 1,
Page 162-174,
May 2017,
45
Ammar Jalalimanesh, Hamidreza Shahabi Haghighi, Abbas Ahmadi, Hossein Hejazian, Majid Soltani, "Multi-objective optimization of radiotherapy: distributed Q-learning and agent-based simulation", JOURNAL OF EXPERIMENTAL & THEORETICAL ARTIFICIAL INTELLIGENCE, February 2017
Vol. 0,
Num. 0,
Page 0-0,
February 2017,
46
Atoosa Teymouri, Abbas Ahmadi, Saeed Mansour, "A novel two-stage mathematical model for green supplier development", Journal of Industrial and Systems Engineering, December 2016
Vol. 10,
Num. 1,
Page 69-90,
December 2016,
47
Elham Shafiee Gol, Abbas Ahmadi, Azadeh Mohebi, "Intelligent approach for attracting churning customers in banking industry based on collaborative filtering", Journal of Industrial and Systems Engineering, November 2016
Vol. 9,
Num. 4,
Page 9-25,
November 2016,
48
Parastu Rafiei Vahid, Abbas Ahmadi, "Modeling corporate customers’ credit risk
considering the ensemble approaches in
multiclass classification: evidence from
Iranian corporate credits", Journal of Credit Risk, August 2016
Vol. 12,
Num. 3,
Page 71-95,
August 2016,
49
Ammar Jalalimanesh, Hamidreza Shahabi Haghighi, Abbas Ahmadi, Majid Soltani, "Simulation-based optimization of radiotherapy: Agent-based
modelling and reinforcement learning", MATHEMATICS AND COMPUTERS IN SIMULATION, June 2016
Vol. 0,
Num. 0,
Page 0-0,
June 2016,
50
Samira Mohabatdar, Abbas Ahmadi, Mohsen Sheikh Sajadieh, "Optimal Manufacturer-Retailer Policies in a Supply chain with Defective Product and Price Dependent Demand", Journal of Optimization in Industrial Engineering, January 2016
Vol. 19,
Num. 0,
Page 37-46,
January 2016,
51
Mehrsa Ehsani, Abbas Ahmadi, Dawod Fadai, "Modeling of vehicle fuel consumption and carbon dioxide emission in road transport", RENEWABLE & SUSTAINABLE ENERGY REVIEWS, September 2015
Vol. 53,
Num. 0,
Page 1638-1648,
September 2015,
52
Abbas Ahmadi, Parnian Afshar Bakeshloo, "Intelligent breast cancer recognition
using particle swarm optimization and
support vector machines", JOURNAL OF EXPERIMENTAL & THEORETICAL ARTIFICIAL INTELLIGENCE, July 2015
Vol. 0,
Num. 0,
Page 0-0,
July 2015,
53
Ebtesam Zargany, Abbas Ahmadi, "A new modular neural network approach
for exchange rate prediction", International Journal of Electronic Finance, July 2015
Vol. 8,
Num. 0,
Page 97-127,
July 2015,
54
Enayat Allah Moallemi, Abbas Ahmadi, Abbas Afrazeh, Nasser Bagheri Moghadam, "Assessing the Performance of Transition Towards Renewable Energy: Case Study of Irans Fuel Cell Technology", Journal of Corporate Citizenship-Open, May 2015
Vol. 0,
Num. 58,
Page 137-158,
May 2015,
55
Maede Mokhtarinejad, Abbas Ahmadi, Behrooz Karimi, Seyed Habibollah Rahmati, "A novel learning based approach for a new integrated location routing and scheduling problem within cross-docking considering direct shipment", APPLIED SOFT COMPUTING, May 2015
Vol. 0,
Num. 0,
Page 0-0,
May 2015,
56
Amin Hosseininasab, Abbas Ahmadi, "Selecting a supplier portfolio with value, development, and risk consideration", EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, March 2015
Vol. 0,
Num. 0,
Page 1-11,
March 2015,
57
Abbas Ahmadi, Elaheh Golbabaii Asl Namin, "A hybrid approach to supplier performance evaluation using
artificial neural network: a case study in automobile industry", Journal of Industrial and Systems Engineering, February 2015
Vol. 8,
Num. 1,
Page 1-20,
February 2015,
58
Seyed Habibollah Rahmati, Abbas Ahmadi, Behrooz Karimi, "Facility Location and Inventory Balancing in a Multi-period Multiechelon
Multi-objective Supply Chain: An MOEA Approach", Journal of Optimization in Industrial Engineering, November 2014
Vol. 16,
Num. 0,
Page 83-99,
November 2014,
59
Seyed Habibollah Rahmati, Abbas Ahmadi, Mani Sharifi, Amirhossain Chambari, "A multi-objective model for facility location–allocation problem
with immobile servers within queuing framework", COMPUTERS & INDUSTRIAL ENGINEERING, May 2014
Vol. 74,
Num. 0,
Page 1-10,
May 2014,
60
Enayat Allah Moallemi, Abbas Ahmadi, Abbas Afrazeh, Naser Bagheri Moghaddam, "Understanding systemic analysis in the governance of sustainability transition in renewable energies: The case of fuel cell technology in Iran", RENEWABLE & SUSTAINABLE ENERGY REVIEWS, March 2014
Vol. 33,
Num. 0,
Page 305-315,
March 2014,
61
Amin Aramesh, Nader Montazerin, Abbas Ahmadi, "A general neural and fuzzy-neural algorithm for natural gas flow prediction in city gate stations", ENERGY AND BUILDINGS, January 2014
Vol. 72,
Num. 72,
Page 73-79,
January 2014,
62
Seyed Vahid Nourbakhsh, Abbas Ahmadi, Masoud Mahootchi, "Considering Supply Risk for Supplier Selection Using an Integrated Framework of Data Envelopment Analysis and Neural Networks", International Journal of Industrial Engineering Computations, December 2012
Vol. 4,
Num. 2,
Page 273-284,
December 2012,
63
Seyed Omid Hasanpour Jesri, Abbas Ahmadi, Behrooz Karimi, Mohsen Akbarpour Shirazi, "Hierarchical Data Clustering Model for Analyzing Passengers Trip in Highways", International Journal of Industrial Engineering and Productional Research, November 2012
Vol. 23,
Num. 4,
Page 253-259,
November 2012,
64
Abbas Ahmadi, Fakhri Karray, Mohamed Kamel, "Flocking based approach for data clustering", Natural Computing, November 2010
Vol. 9,
Num. 3,
Page 767-791,
November 2010,
65
Abbas Ahmadi, Fakhri Karray, Mohamed Kamel, "Model order selection for multiple cooperative swarms clustering using stability analysis", INFORMATION SCIENCES, October 2010
Vol. 0,
Num. 0,
Page 0-0,
October 2010,
Conference Papers
Portal Records
1
Ekhlas Masoudi Mansour, Abbas Ahmadi, "A Novel Clustering Algorithm Based on Fully-Informed Particle Swarm ", 2019 IEEE Congress on Evolutionary Computation (CEC), June 2019
2
Sina Keyhanian, Abbas Ahmadi, Behrooz Karimi, "An Integrated Model of Scheduling and Configuration of the Operating Theater ", 2018-5TH INTERNATIONAL CONFERENCE ON CONTROL, DECISION AND INFORMATION TECHNOLOGIES, April 2018
3
Abbas Ahmadi, Sadjad Khalesi, Mohammad Reza Baqeri Kazem Abad, "Automatic road crack detection and classification using image processing techniques, machine learning and integrated models in urban areas: A novel image binarization ", (14th international industrial engineering conference (IIEC2018, February 2018
4
Elmira Amiri Souri, Azadeh Mohebi, Abbas Ahmadi, "Genetic algorithm and fuzzy C-means for feature selection: Based on a dual fitness function ", 2017 Artificial Intelligence and Signal Processing Conference (AISP), October 2017
5
Farnoush Bayatmakou, Abbas Ahmadi, Azadeh Mohebi, "Automatic query-based keyword and keyphrase extraction ", Artificial Intelligence and Signal Processing Conference (AISP2017), October 2017
6
Parnian Afshar Bakeshloo, Abbas Ahmadi, Mohammad Hossein Fazel Zarandi, "Lung tumor area recognition in CT images based on Gustafson- Kessel clustering ", IEEE world congress on computational intelligence, July 2016
7
, Abbas Ahmadi, "A new approach for supply chain performance measurement using data envelopment analysis ", 12th International Industrial Engineering Conference, January 2016
8
Elmira Fathdokht, Abbas Ahmadi, Shima Soltanzadeh, "Intelligent detection of breast cancer by combining support vector machines and genetic algorithms ", 12th International Conference on Industrial Engineering, January 2016
9
Mohammad Khazaei, Abbas Ahmadi, "Developing a new two-phase customer churn prediction model in banking industry based on artificial neural networks and multi-objective optimization ", 12th International Industrial Engineering Conference, January 2016
10
Farzad Vasheghani Farahani, Abbas Ahmadi, Mohammad Hossein Fazel Zarandi, "Lung Nodule Diagnosis from CT Images Based on
Ensemble Learning ", 2015 IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology, August 2015
11
Farzad Vasheghani Farahani, Mohammad Hossein Fazel Zarandi, Abbas Ahmadi, "Fuzzy Rule based Expert System for Diagnosis of
Lung Cancer ", North American Fuzzy Information Processing Systems: NAFIPS 2015, August 2015
12
Ammar Jalalimanesh, Hamidreza Shahabi Haghighi, Abbas Ahmadi, Madjid Soltani, "Simulation-based Optimization of Radiotherapy: Agent-based Approach ", Featuring international conferences Biomath 2015, June 2015
13
Abbas Ahmadi, Atefeh Mozafari Nia, Azadeh Mohebi, "Clustering of multivariate time series data using particle swarm optimization ", International Symposium on Artificial Intelligence and Signal Processing AISP, March 2015
14
Vahideh Bojnordi Vahid, Abbas Ahmadi, "A novel clustering method based on Imperialist Competitive Algorithm ", 2nd National Conference on Applied Research in
Computer Science and Information Technology, February 2015
15
Zinatbaygom Mousavi, Abbas Ahmadi, "Prediction of progressive liver fibrosis in NAFLD using a combination of neural networks and evolutionary algorithms ", 11th International Industrial Engineering Conference, January 2015
16
Nazanin Ashrafi, Abbas Ahmadi, Mohsen Akbarpour Shirazi, ". ", 11th International Industrial Engineering Conference, January 2015
17
Maede Mokhtarinejad, Abbas Ahmadi, Behrooz Karimi, "Proposing a heuristic method for solving location-routing scheduling problem in supply chain ", 11th International Industrial Engineering Conference, January 2015
18
Maede Mokhtarinejad, Abbas Ahmadi, Behrooz Karimi, "An Intelligent K-Means algorithm for location allocation and vehicle routing problem ", second national conference on industrial engineering and sustainable management, October 2014
19
Jahangir Tahmasbi, Abbas Ahmadi, "air pollution effect on environment and human health ", The Second National Conference on Environmental Research, August 2014
20
Abbas Ahmadi, Zahra Zargaran, Azaded Mohebi, Farahnaz Taghavi, "HYBRID MODEL FOR WEATHER FORECASTING USING ENSEMBLE OF NEURAL
NETWORKS AND MUTUAL INFORMATION ", IEEE Geoscience and Remote Sensing Society and the Canadian Remote Sensing Society, the International Geoscience and Remote Sensing Symposium 2014 (IGARSS’14), July 2014
21
Abbas Ahmadi, Tayebeh Hosseinikhah, "Stock Prediction Using a Combined Model of Neural Networks ", International Conference on Economics,Management,Accounting and Social Sciences (EMASS 2014), June 2014
22
Zahra Zargaran, Farahnaz Taghavi, Abbas Ahmadi, "Neural Networks Ensemble and Image Processing for Predicting Ground Temperature in Tehran ", Iranian Geo-Physics Conference, May 2014
23
Mehrsa Ehsani, Abbas Ahmadi, Dawod Fadai, "Modeling fuel consumption and emissions in road transportation with emphasis on renewable energy ", Emerging Trends in Energy Conservation – ETEC 2014, March 2014
24
Amir Heydari, Hamidreza Shahabi Haghighi, Abbas Ahmadi, "- ", IREC2014, February 2014
25
Abbas Ahmadi, Mahsa Takaloo, "Bank Operational Risk Modelling Using Bayesian Networks ", mbmconf2014, January 2014
26
Abbas Ahmadi, Tayebeh Hosseinikhah, "Keyword extraction from a text using neural network ", Tenth international industrial engineering, January 2014
27
Saeed Irannejad Bisafar, Abbas Ahmadi, "A clustering based heuristic for solving the capacitated location-routing problem using Self-Organizing Feature Maps ", 10th International Industrial Engineering Conference, January 2014
28
Danial Dadmohammadi, Abbas Ahmadi, "Credit Rating Using Banking Industry Using Neural Networks ", mbmconf2014, January 2014
29
Saeed Irannejad Bisafar, Abbas Ahmadi, Ehsan Rezaei Sadrabadi, "A cluster base heuristic for location-routing problem of two stage reverse logistics network ", The 6th International Conference of Iranian Operations Research Society, May 2013
30
Abbas Ahmadi, Zahra Zargaran, Farahnaz Gaghavi, "Weather Forecasting Hybrid Modular Neural Networks ", 11th Iranian Conference on Intelligent Systems, February 2013
31
Zahra Zargaran, Abbas Ahmadi, Farahnaz Taghavi, "Whether Forecasting Using Satellite Images and Neural Networks with Modular Learning ", 11th iranian conference on intelligent systems, February 2013
32
Elham Ebrahimi, Abbas Ahmadi, Zohreh Karimmian, "Combined Approach for Churn Prediction in Banking Industry Using Neural Networks and Genetic Algorithm ", 11th iranian conference on intelligent systems, February 2013
33
Abbas Ahmadi, Najmeh Zakeri, Maryam Khademi, "An Intelligent Hybrid Model for Evaluating Websites Content Based on Neural Networks and Mutual Information ", 11th iranian conference on intelligent systems, February 2013
34
Sayfollah Tabrizikohieili, Abbas Ahmadi, Behrooz Karimi, "Modeling of Warmed Water Farmed Fish Supply Chain in Iran
Integrated Logistics Approach ", International Industrial Engineering Conference, January 2013
35
Enayat Allah Moallemi, Abbas Ahmadi, Abbas Afrazeh, Naser Bagheri Moghadam, "Designing A Model for Identifying Drivers and Barriers in The Formation of Technological Innovation Systems: The Case of Fuel Cell Technology ", 2nd International and 6th National Conference on Management of Technology, December 2012
36
Enayat Allah Moallemi, Abbas Ahmadi, Abbas Afrazeh, Naser Bagheri Moghadam, "Methodological Steps in Analyzing The Development of Emerging Technologies Using Technological Innovation Systems: The Case of Fuel Cell Technology ", 2nd International and 6th National Conference on Management of Technology, December 2012
37
Seyed Vahid Nourbakhsh, Abbas Ahmadi, Masoud Mahootchi, "Preference-Based Data Envelopment Analysis for Supplier Selection using Neural Networks ", (The 8th International Industrial Engineering Conference (IIEC 2012, February 2012
38
Seyed Omid Hasanpour Jesri, Abbas Ahmadi, Behrooz Karimi, Mohsen Akbarpour Shirazi, "Hierarchical data clustering model for analyzing passengers’ trip in highways ", (The 8th International Industrial Engineering Conference (IIEC 2012, February 2012
39
Ebtesam Zargany, Abbas Ahmadi, "Foreign Exchange Rate Prediction Using Artificial Neural Networks Based on Harmonic Models ", The Fifth Iran Data Mining Conference/IDMC 2011, December 2011
40
Mostafa Hasan, Fakhri Karray, Mohamed Kamel, Abbas Ahmadi, "An Integral Approach for Geno-Simulated Annealing ", International Conference on Hybrid Intelligent Systems, August 2010
41
Abbas Ahmadi, Fakhri Karray, Mohamed Kamel, "Particle Swarm Clustering Ensemble ", ACM Genetic and Evolutionary Computation Conference, July 2008
42
Abbas Ahmadi, Fakhri Karray, Mohamed Kamel, "Model Order Selection for Multiple Cooperative Swarms Clustering Using Stability Analysis ", IEEE Congress on Evolutionary Computation, May 2008
43
Abbas Ahmadi, Fakhri Karray, Mohamed Kamel, "Cooperative Swarms for Clustering Phoneme Data ", IEEE Workshop on Statistical Signal Processing, August 2007
44
Abbas Ahmadi, Fakhri Karray, Mohamed Kamel, "Multiple Cooperating Swarms for Data Clustering ", IEEE Swarm Intelligence Symposium, April 2007
45
Abbas Ahmadi, Fakhri Karray, Mohamed Kamel, "Hybrid Learning Scheme for Modular-Based Phoneme Recognizer ", IEEE International Symposium on Signal Processing and its Applications, February 2007
46
Abbas Ahmadi, "Strategic Planning for Implementing E-Government in Iran: Formulating the Strategies ", Information and Knowledge Technologies, December 2003
47
Abbas Ahmadi, "Strategic Planning for Implementing E-Government in Iran: Determining the Main Strategy ", International Symposium on Telecommunications, August 2003
Taught Courses
#
Course title
Description
Headlines
Date
1
Principles of Simulation
Computer Simulation
Spring 2023
2
Data Mining in Healthcare
Data mining algorithms in healthcare
Spring 2023
3
Healthcare informatics
Information and communication technologies in healthcare
Fall 2022
4
Principles of Simulation
Computer Simulation
Fall 2022
5
Data Mining in Healthcare
Data mining algorithms in healthcare
Spring 2022
6
Principles of Simulation
Computer Simulation
Spring 2022
7
Healthcare informatics
Information and communication technologies in healthcare
Fall 2021
8
Principles of Simulation
Computer Simulation
Fall 2021