Education Information
2016 - 2019
2016 - 2019Doctorate
Marmara University, Institute For Graduate Studies İn Pure And Applied Sciences, Department Of Industrial Engineering (Eng), Turkey
2013 - 2016
2013 - 2016Doctorate
Clemson University, College of Engineering, Computing and Applied Sciences, Industrial Engineering , United States Of America
2011 - 2013
2011 - 2013Postgraduate
Lehigh University, P.C. Rossin College of Engineering and Applied Science, Sağlık Sistemleri Mühendisliği, United States Of America
2006 - 2009
2006 - 2009Undergraduate
Selcuk University, Mühendislik Fakültesi, Endüstri Mühendisliği, Turkey
Dissertations
2019
2019Doctorate
Development of heuristic optimization methods and experimental simulation design for the components and resources of healthcare
Marmara University, Institute For Graduate Studies İn Pure And Applied Sciences, Department Of Industrial Engineering (Eng)
Research Areas
Engineering and Technology
Academic Titles / Tasks
2023 - Continues
2023 - ContinuesAssociate Professor
Canakkale Onsekiz Mart University, Mühendislik Fakültesi, Endüstri Mühendisliği
2019 - 2023
2019 - 2023Assistant Professor
Gaziantep Science And Technology University, Mühendislik ve Doğa Bilimleri Fakültesi, Endüstri Mühendisliği
2015 - 2019
2015 - 2019Research Assistant
Bayburt University, Mühendislik Fakültesi, Makine Mühendisliği
Managerial Experience
2023 - Continues
2023 - ContinuesHead of Department
Canakkale Onsekiz Mart University, Mühendislik Fakültesi, Endüstri Mühendisliği
2021 - 2022
2021 - 2022Director of Vocational School
Gaziantep Science And Technology University, Teknik Bilimler Meslek Yüksek Okulu
Non Academic Experience
2022 - Continues
2022 - ContinuesProje Danışmanı
ULAŞTIRMA, DENİZCİLİK VE HABERLEŞME BAKANLIĞI
Advising Theses
2023
2023Postgraduate
Üretim Tesislerinde İstatistiksel Optimizasyon ile Maliyet Tahmini
Atalan A. (Advisor)
H.MİNE(Student)
Published journal articles indexed by SCI, SSCI, and AHCI
2024
2024Dynamic Price Application to Prevent Financial Losses to Hospitals Based on Machine Learning Algorithms
Atalan A., Dönmez C. Ç.
HEALTHCARE (BASEL)
, vol.12, no.13, pp.1-21, 2024 (SCI-Expanded)
2023
2023Integration of the Machine Learning Algorithms and I-MR Statistical Process Control for Solar Energy
Atalan Y. A., Atalan A.
Sustainability (Switzerland)
, vol.15, no.18, 2023 (SCI-Expanded)
2023
2023Forecasting drinking milk price based on economic, social, and environmental factors using machine learning algorithms
Atalan A.
Agribusiness
, vol.39, no.1, pp.214-241, 2023 (SCI-Expanded)
2022
2022Estimation of Postal Service Delivery Time and Energy Cost with E-Scooter by Machine Learning Algorithms
İnaç H., Ayözen Y. E., Atalan A., DÖNMEZ C. Ç.
Applied Sciences (Switzerland)
, vol.12, no.23, 2022 (SCI-Expanded)
2022
2022Integration of Machine Learning Algorithms and Discrete-Event Simulation for the Cost of Healthcare Resources
Atalan A., Şahin H., Atalan Y. A.
Healthcare (Switzerland)
, vol.10, no.10, 2022 (SCI-Expanded)
2022
2022E-Scooter Micro-Mobility Application for Postal Service: The Case of Turkey for Energy, Environment, and Economy Perspectives
Ayözen Y. E., İnaç H., Atalan A., DÖNMEZ C. Ç.
Energies
, vol.15, no.20, 2022 (SCI-Expanded)
2022
2022A cost analysis with the discrete-event simulation application in nurse and doctor employment management
Atalan A.
Journal of Nursing Management
, vol.30, no.3, pp.733-741, 2022 (SCI-Expanded)
2021
2021Estimation of healthcare expenditure per capita of Turkey using artificial intelligence techniques with genetic algorithm-based feature selection
Ceylan Z., Atalan A.
Journal of Forecasting
, vol.40, no.2, pp.279-290, 2021 (SSCI)
2020
2020Development of nonlinear optimization models for wind power plants using box-Behnken design of experiment: A case study for Turkey
Atalan Y. A., TAYANÇ M., ERKAN K., Atalan A.
Sustainability (Switzerland)
, vol.12, no.15, 2020 (SCI-Expanded)
2020
2020Desirability Optimization Models to Create the Global Healthcare Competitiveness Index
Dönmez N. F. K., Atalan A., DÖNMEZ C. Ç.
Arabian Journal for Science and Engineering
, vol.45, no.8, pp.7065-7076, 2020 (SCI-Expanded)
2019
2019Developing Statistical Optimization Models for Urban Competitiveness Index: Under the Boundaries of Econophysics Approach
DÖNMEZ C. Ç., Atalan A., Locurcio M.
Complexity
, vol.2019, 2019 (SCI-Expanded)
2019
2019Employment of emergency advanced nurses of Turkey: A discrete-event simulation application
Atalan A., DÖNMEZ C. Ç.
Processes
, vol.7, no.1, 2019 (SCI-Expanded)
Articles Published in Other Journals
2024
2024Üretim Tesislerinde İstatistiksel Optimizasyon ile Maliyet Tahmini
SABAN H. M., ŞAHİN H., ATALAN A.
İstatistik ve Uygulamalı Bilimler Dergisi , vol.9, no.1, pp.1-18, 2024 (Peer-Reviewed Journal)
2024
2024Forecasting of the Dental Workforce with Machine Learning Models
Atalan A., Sahın H.
Mühendislik bilimleri ve araştırmaları dergisi (Online)
, vol.6, no.1, pp.125-132, 2024 (Peer-Reviewed Journal)
2024
2024Changing the Patient Flow Process for the Green Area of Emergency Department: A Discrete-Event Simulation Approach
ATALAN A.
International Journal of Health Management and Tourism , vol.9, no.1, pp.45-63, 2024 (Peer-Reviewed Journal)
2023
2023Analyzing the Efficiency of Health Resources of Health Institutions in Computer Environment and Calculating Optimum Values
Günöz N., ATALAN A.
Journal of Statistics and Applied Sciences , vol.7, no.2, pp.43-63, 2023 (Peer-Reviewed Journal)
2023
2023Application of Integer Response Optimization Models for the Healthcare Resources
ATALAN A.
Acta Infologica , vol.6, no.2, pp.1-12, 2023 (Peer-Reviewed Journal)
2023
2023Estimation of the utilization rates of the resources of a dental clinic by simulation
Atalan A., KESKİN A.
Sigma Journal of Engineering and Natural Sciences
, vol.41, no.2, pp.423-432, 2023 (ESCI)
2022
2022Desirability Optimization Based on the Poisson Regression Model: Estimation of the Optimum Dental Workforce Planning
ATALAN A.
International Journal of Health Management and Tourism , vol.7, no.2, pp.200-216, 2022 (Peer-Reviewed Journal)
2021
2021Design of experiments optimization application in physics: a case study of the damped driven pendulum experiment
Atalan A., Şahın H.
Sigma Journal of Engineering and Natural Sciences
, vol.39, no.3, pp.322-330, 2021 (ESCI)
2021
2021EFFECT OF HEALTHCARE EXPENDITURE ON THE CORRELATION BETWEEN THE NUMBER OF NURSES AND DOCTORS EMPLOYED
ATALAN A.
International Journal of Health Management and Tourism , vol.6, no.2, pp.515-525, 2021 (Peer-Reviewed Journal)
2021
2021SAĞLIK KAYNAKLARI İÇİN KESİKLİ-OLAY SİMÜLASYONUN VE DENEYSEL OPTİMİZASYON TASARIMININ UYGULANMASI-YOZGAT BOZOK ÜNİVERSİTESİ ARAŞTIRMA VE UYGULAMA HASTANESİ
AYAZ ATALAN Y., ÇIRAKLI Ü., TEMEL B. B., ATALAN A.
Uluslararasi Yonetim Bilisim Sistemleri ve Bilgisayar Bilimleri Dergisi , vol.5, no.1, pp.63-85, 2021 (Peer-Reviewed Journal)
2021
2021Evaluation of Healthcare Economics of OECD Countries: Multi-Objective Statistical Optimization Model
ATALAN A., DÖNMEZ C. Ç.
Acta Infologica
, vol.5, no.1, pp.2-9, 2021 (Peer-Reviewed Journal)
2021
2021Development of Design of Experiment Optimization to Obtain High-Quality Sugar
AYAZ ATALAN Y., ATALAN A.
Journal of Statistics and Applied Sciences , vol.2, no.1, pp.1-7, 2021 (Peer-Reviewed Journal)
2021
2021Correspondence about “Is the lockdown important to prevent the COVID-19 pandemic? Effects on psychology, environment and economy-perspective”
Atalan A.
Annals of Medicine and Surgery
, vol.65, 2021 (ESCI)
2020
2020A Statistical Analysis of the Relationship Between Meteorological Parameters and the Spread of COVID-19 Cases: Comparison Between Turkey and Italy
AYAZ ATALAN Y., ATALAN A.
Journal of Statistics and Applied Sciences , vol.1, no.2, pp.76-84, 2020 (Peer-Reviewed Journal)
2020
2020LOGISTIC PERFORMANCE INDEX OF OECD MEMBERS
ATALAN A.
Akademik Araştırmalar ve Çalışmalar Dergisi , vol.12, no.23, pp.608-619, 2020 (Peer-Reviewed Journal)
2020
2020Is the lockdown important to prevent the COVID-19 pandemic? Effects on psychology, environment and economy-perspective
Atalan A.
Annals of Medicine and Surgery
, vol.56, pp.38-42, 2020 (ESCI)
2020
2020Optimizing experimental simulation design for the emergency departments
Atalan A., DÖNMEZ C. Ç.
Brazilian Journal of Operations and Production Management
, vol.17, no.4, 2020 (ESCI)
2020
2020Forecasting for Healthcare Expenditure of Turkey Covering the Years of 2018-2050
ATALAN A.
Gümüşhane Üniversitesi Sağlık Bilimleri Dergisi , vol.9, no.1, pp.8-16, 2020 (Peer-Reviewed Journal)
2020
2020DEVELOPING OPTIMIZATION MODELS TO EVALUATE HEALTHCARE SYSTEMS
Atalan A., Kaplan Dönmez N. F., DÖNMEZ C. Ç.
Sigma Journal of Engineering and Natural Sciences
, vol.38, no.2, pp.853-873, 2020 (ESCI)
2020
2020A TRENDLINE ANALYSIS FOR HEALTHCARE EXPENDITURE PER CAPITA OF OECD MEMBERS
Atalan A., Çinar Z., Çinar M.
Sigma Journal of Engineering and Natural Sciences
, vol.11, pp.23-35, 2020 (ESCI)
2018
2018Yüksek-Eğitimli Uzman Hemşire İstihdamı ile Acil Servis Kalitesinin Yükseltilmesi için Simülasyon Uygulaması: Türkiye Sağlık Sistemi
ATALAN A., DÖNMEZ C. Ç., AYAZ ATALAN Y.
International journal of advances in engineering and pure sciences (Online)
, vol.30, no.4, pp.318-338, 2018 (Peer-Reviewed Journal)
2018
2018TÜRKİYE SAĞLIK EKONOMİSİ İÇİN İSTATİSTİKSEL ÇOK AMAÇLI OPTİMİZASYON MODELİNİN UYGULANMASI
ATALAN A.
The Journal of Business, Economic and Management Research , vol.1, no.1, pp.34-51, 2018 (Peer-Reviewed Journal)
2018
2018EKONOFİZİK YAKLAŞIMI İLE KENTSEL REKABETÇİLİK İNDEKSİNİN OLUŞTURULMASI
DÖNMEZ C. Ç., ATALAN A.
Elektronik Sosyal Bilimler Dergisi (elektronik) , vol.17, no.66, pp.549-560, 2018 (Peer-Reviewed Journal)
2014
2014Central Composite Design Optimization Using Computer Simulation Approach
ATALAN A.
FLEXSIM , vol.7, no.7, pp.5-18, 2014 (Peer-Reviewed Journal)
Refereed Congress / Symposium Publications in Proceedings
2023
2023Testing the estimated patient waiting times of the Random Forest algorithm by SPC
ATALAN A.
4th International Conference on Engineering and Applied Natural Sciences, Turkey, 20 November 2023
2023
2023Utilization of Machine Learning to Predict Costs of Patients in the Emergency Department: Random Forest and Linear Regression Algorithms
ATALAN A.
2nd International Conference on Contemporary Academic Research, Konya, Turkey, 4 - 05 November 2023
2023
2023Estimation of Length of Patient Stay (LOS) based on ML Algorithms
ATALAN A.
1st International Conference on Recent and Innovative Results in Engineering and Technology, Turkey, 16 August 2023, vol.1, pp.1-8
2023
2023The Effect of Social Expenditures on Poverty: A Research on Türkiye
KESKİN A., ATALAN A., KESKİN A., Beşoluk E.
1st edition of the International Conference FMOS 2023, Switzerland, 08 June 2023
2023
2023Integration of Discrete-Event Simulation and Statistical Process Control Methods
ATALAN A.
1st International Conference on Pioneer and Innovative Studies, Konya, Turkey, 25 May 2023
2023
2023Neural Network and Random Forest Algorithms for Estimation of the Waiting Times Based on the DES in ED
ATALAN A.
1st International Conference on Contemporary Academic Research, Konya, Turkey, 17 May 2023, pp.1-8
2023
2023Statistical optimization of forecast data from Adaptive Boosting and Support Vector Machine Algorithms
ATALAN A.
2nd International Conference on Engineering, Natural and Social Sciences, Konya, Turkey, 04 April 2023
2023
2023Nonlinear Optimization Models of Box-Behnken Experimental Design: Turbine Simulation for Wind Power Plant
ATALAN A., AYAZ ATALAN Y.
3rd International Conference on Engineering and Applied Natural Sciences, Konya, Turkey, 14 - 17 January 2023, pp.384-392
2022
2022Integration of Design of Experiment and Machine Learning: A numerical case study
ATALAN A.
1st International Conference on Scientific and Academic Research, Konya, Turkey, 10 - 13 December 2022, pp.354-361
2022
2022k-Nearest Neighbor and random forest algorithms to predict appointment compliance of patients in the chemotherapy department
ATALAN A.
4th International Conference on Applied Engineering and Natural Sciences ICAENS 2022, Konya, Turkey, 10 - 13 November 2022, pp.868-874
2022
2022Comparison of Machine Learning Algorithm and Statistical Method in the Prediction Data: Linear Regression Approach
ATALAN A.
2nd International Conference on Engineering and Applied Natural Sciences, Konya, Turkey, 15 - 18 October 2022, pp.633-638
2022
2022Application of Machine Learning Methods for the Number of Patients Treated and Patient Waiting Time
ATALAN A.
1st International Conference on Innovative Academic Studies, Konya, Turkey, 10 - 13 September 2022, pp.1753-1758
2021
2021ANALYSIS OF PATIENT FLOW DIAGRAM STRUCTURE IN HEALTH MANAGEMENT
ATALAN A.
ISPEC 7. ULUSLARARASI SOSYAL VE BEŞERİ BİLİMLER KONGRESİ, Muş, Turkey, 18 - 19 September 2021, pp.17-23
2019
2019Future of Renewable Energy Production: OECD Study
ATALAN A., AYAZ ATALAN Y.
3rd International Conference on Advanced Engineering Technologies, Bayburt, Turkey, 19 - 21 September 2019, pp.218-222
2019
2019Logistic Performance Index of OECD Members by Estimation Series
ATALAN A., AYAZ ATALAN Y.
3rd International Conference on Advanced Engineering Technologies, Bayburt, Turkey, 19 - 21 September 2019, pp.214-217
2019
2019Critique of Quality Tools in Healthcare: A Literature Survey
ÇINAR Z., ÇINAR M., ATALAN A.
3rd International Conference on AdvancedEngineering Technologies, Bayburt, Turkey, 19 - 21 September 2019, pp.984-989
2019
2019Estimation of Health Expenditure Per Capita: OECD Countries
ÇINAR Z., ÇINAR M., ATALAN A.
3rd International Conference on Advanced Engineering Technologies (ICADET), Bayburt, Turkey, 19 - 21 September 2019, pp.990-999
2019
2019Optimizing the Number of Healthcare Resources: Emergency Service Practice
ATALAN A., AYAZ ATALAN Y.
Gevher Nesibe 3. Uluslararası Sağlık Bilimleri Kongresi, Malatya, Turkey, 3 - 04 May 2019
2019
2019Developing Replication Method for Design of Experiment
AYAZ ATALAN Y., ATALAN A.
Gevher Nesibe 3. Uluslararası Sağlık Bilimleri Kongresi, Malatya, Turkey, 3 - 04 May 2019, pp.21-26
2019
2019Application of Design of Experiment for Hospital Management
AYAZ ATALAN Y., ATALAN A.
Gevher Nesibe 3. Uluslararası Sağlık Bilimleri Kongresi, Malatya, Turkey, 3 - 04 May 2019, pp.1-10
2019
2019The Importance of Discrete-Event Simulation in Hospital Management
ATALAN A., AYAZ ATALAN Y.
Gevher Nesibe 3. Uluslararası Sağlık Bilimleri Kongresi, Malatya, Turkey, 3 - 04 May 2019
2019
2019Yüksek Kalitede Bir Çimento Üretimi İçin Deney Tasarımı ile Optimizasyon Uygulaması
Akaslan M., ATALAN A., CEYHAN A. A., BAYSAL M. E.
International Science and Academic Congress 2019, Konya, Turkey, 19 - 20 April 2019, pp.158
2018
2018Enhancing the quality of a healthcare department with the help of optimization modelling: Application of DOE and simulation
ATALAN A., AYAZ ATALAN Y.
5th International Congress on Healthcare Hospital Management, ROMA, Italy, 3 - 04 December 2018, vol.6, pp.58-59
2018
2018Reduction of Intensity with Employment of Highly-Educated Specialist Nurses in Emergency Services: Application of Discrete-Event Simulation
ATALAN A., AYAZ ATALAN Y.
International Congress on Engineering and Life Science, Kastamonu, Turkey, 26 - 29 April 2018, pp.211
2018
2018Application of Statistical Optimization Model for Wind Energy Performance
AYAZ ATALAN Y., ATALAN A.
International Congress on Engineering and Life Science, Kastamonu, Turkey, 26 - 29 April 2018, pp.539
2018
2018Implementation of Statistical Optimization Model to Improve quality of Healthcare System in Turkey
ATALAN A., AYAZ ATALAN Y.
International Congress on Engineering and Life Science, Kastamonu, Turkey, 26 - 29 April 2018, pp.212
2018
2018Optimization Applications for Renewable Energy
AYAZ ATALAN Y., ATALAN A.
International Congress on Engineering and Life Science, Kastamonu, Turkey, 26 - 29 April 2018, pp.535
2017
2017Healthcare Engineering Management Technology: Integration of Simulation and Design of Experiment to Optimize the Resources of Healthcare
ATALAN A.
International Conference on Engineering Technologies (ICENTE’17, Konya, Turkey, 7 - 09 December 2017, pp.7
2015
2015Combining Simulation and Design of Experiment Approach in Healthcare Area
ATALAN A.
Muhendislikte Yeni Teknolojiler, Bayburt, Turkey, 22 - 24 October 2015, pp.66
Books & Book Chapters
2023
2023A Study on the Analysis of Customer Satisfaction in Hotel Businesses in Istanbul With the Kano Model
ERSEN M., KESKİN A., ATALAN A.
in: Cases on Traveler Preferences, Attitudes, and Behaviors: Impact in the Hospitality Industry, Catenazzo, Giuseppe, Editor, IGI GLobal, Hersey, pp.256-270, 2023
2022
2022Analysis of the Impact of Air Transportation on the Spread of the COVID-19 Pandemic
ATALAN A., AYAZ ATALAN Y.
in: Challenges and Opportunities for Transportation Services in the Post-COVID-19 Era, Catenazzo, Giuseppe, Editor, IGI Global, Hershey, pp.68-87, 2022
2022
2022Factors Affecting Clean Energy Investments for Zero Emissions: OECD Countries
AYAZ ATALAN Y., KESKİN A., ATALAN A.
in: Clean Energy Investments for Zero Emission Projects An Analysis on How to Reduce the Carbon Footprint, Dinçer Hasan, Yüksel Serhat, Editor, Springer, Cham., pp.203-2019, 2022
2021
2021Sağlık Sistemlerinde Sağlık Yönetimi Genel Bakış, Güncel Sorunlar, Uygulamalar ve Yaklaşımlar
ATALAN A.
Gece Kitaplığı, Ankara, 2021
2021
2021Application of Linear Regression Model to Forecast Re-appointment Time of Patients in the Oncology Department
ATALAN A.
in: The Evaluations and Researches in Social Sciences and Humanities, Sarioglan Mehmet, Sansar Fatih, Editor, Livre De Lyon, Lyon, pp.360-377, 2021
2021
2021SAĞLIK HARCAMALARI İLE YATAK SAYISININ HASTANE KALIŞ SÜRESİNE ETKİSİ
ATALAN A.
in: SAĞLIK BİLİMLERİ ALANINDA GÜNCEL ÇALIŞMALAR, ATİK DİLEK, Editor, Duvar Yayınları, Ankara, pp.5-19, 2021
2021
2021