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Scopus Author ID: 57204944315

Biography

Mădălin-Dorin Pop received his B.Sc. degree in Computer Engineering (2015), M.Sc. degree in Automation Systems Engineering (2017), M.Sc. degree in Quality and Competitiveness Engineering and Management (2022), Ph.D. (Summa Cum Laude) degree in Systems Engineering (2022), and Postdoctoral degree in Computer and Information Technology (2023) from Politehnica University of Timisoara, Timisoara, Romania. Since 2021, he joined the Computer and Information Technology Department, Politehnica University of Timisoara, Timisoara, Romania as a Teaching Assistant and starting with February 2023 he is Lecturer at the same department. His research interests include intelligent transportation systems, artificial intelligence, fuzzy systems, neural networks, adaptive control, probabilistic reasoning, car-following control, modeling and simulation, mobile applications, Markov chains.

Activities

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Employment (3)

Polytechnic University of Timişoara: Timișoara, RO

2023-02-20 to present | Lecturer (Computer and Information Technology Department)
Employment
Source: Self-asserted source
Mădălin-Dorin Pop

Polytechnic University of Timişoara: Timișoara, RO

2021-02-12 to 2023-02-19 | Teaching Assistant (Computer and Information Technology Department)
Employment
Source: Self-asserted source
Mădălin-Dorin Pop

Polytechnic University of Timişoara: Timișoara, RO

2017-10 to 2022-06 | PhD in Systems Engineering (Automation and Applied Informatics Department)
Employment
Source: Self-asserted source
Mădălin-Dorin Pop

Professional activities (1)

IEEE: New York, US

Member (IEEE Region 8 - Europe, Middle East & Africa)
Membership
Source: Self-asserted source
Mădălin-Dorin Pop

Funding (2)

Mobility Grant: Participation in Prestigious International Conferences

2024-12 to 2024-12 | Grant
UEFISCDI (Bucharest, RO)
GRANT_NUMBER: PN-IV-P2-2.2-MC-2024-1092
Source: Self-asserted source
Mădălin-Dorin Pop

Car-Following Models Calibration Using Artificial Intelligence-Based Techniques

2022-09 to 2023-11 | Grant
European Social Fund (Timisoara, RO)
Part of GRANT_NUMBER: POCU/993/6/13/153437
Source: Self-asserted source
Mădălin-Dorin Pop

Works (25)

Sensor Networks as a Support Mechanism in Intelligent Transportation Systems

2024 | Book chapter
DOI: 10.1007/978-3-031-62158-1_5
Contributors: Mădălin-Dorin Pop; Velmani Ramasamy
Source: check_circle
Crossref

Using Six Sigma Methodology to Improve the Resistance Spot Welding Process in an Automotive Company

2024 | Book chapter
DOI: 10.1007/978-3-031-47164-3_27
Contributors: Adrian Pugna; Sabina Potra; Gabriela Strauti; Ilie Taucean; Madalin Pop
Source: check_circle
Crossref

Safety and Sustainability Indicators of Variable Speed Limit Control in Intelligent Driver Models

2024 IEEE 21st International Conference on Smart Communities: Improving Quality of Life using AI, Robotics and IoT (HONET)
2024-12-03 | Conference paper
DOI: 10.1109/honet63146.2024.10822951
Contributors: Mădălin-Dorin Pop; Viorel Cărbune; Viorica Sudacevschi
Source: Self-asserted source
Mădălin-Dorin Pop

Roads of the Future: A Survey on the Usage of Smart Traffic Sensor Networks in Autonomous Driving

2023 | Book chapter
DOI: 10.1007/978-3-031-23636-5_27
Contributors: Cosmin Laurențiu Husariu; Mădălin-Dorin Pop
Source: check_circle
Crossref

Mamdani vs. Takagi–Sugeno Fuzzy Inference Systems in the Calibration of Continuous-Time Car-Following Models

Sensors
2023-10-28 | Journal article
DOI: 10.3390/s23218791
Contributors: Mădălin-Dorin Pop; Dan Pescaru; Mihai V. Micea
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Students as Customers in the Design of an Erasmus Mundus Educational Program on Neuromarketing

2023-09-28 | Book chapter
DOI: 10.4018/978-1-6684-8646-7.ch008
Contributors: Sabina Alina Potra; Mahmut Sami Islek; Mădălin-Dorin Pop
Source: check_circle
Crossref

Two Years of Hybrid Education in Romania: A Comparative Overview of the Students’ Expectations for the Online Educational Platforms

Sustainability
2022-10 | Journal article | Author
DOI: 10.3390/su142114241
Contributors: Mădălin-Dorin Pop; Adrian Pavel Pugna; Vladimir-Ioan Crețu; Sabina Potra
Source: check_circle
Multidisciplinary Digital Publishing Institute
grade
Preferred source (of 2)‎

A BIBLIOMETRIC ANALYSIS OF COVID-19 PANDEMIC INFLUENCE ON HIGHER EDUCATION RESEARCH

2021-07 | Conference paper
DOI: 10.21125/edulearn.2021.0692
Contributors: Mădălin-Dorin Pop; Sabina Alina Potra; Adrian Pavel Pugna
Source: check_circle
Crossref

THE INFLUENCE OF UNIVERSITY EXPERIENCES ON STUDENT ENGAGEMENT DURING THE COVID19 HYBRID EDUCATION SYSTEM

2021-07 | Conference paper
DOI: 10.21125/edulearn.2021.1477
Contributors: Sabina Alina Potra; Mădălin-Dorin Pop; Luisa Dungan
Source: check_circle
Crossref

Facing COVID-19 Challenges: 1st-Year Students’ Experience with the Romanian Hybrid Higher Educational System

International Journal of Environmental Research and Public Health
2021-03 | Journal article | Author
DOI: 10.3390/ijerph18063058
Contributors: Sabina Potra; Adrian Pavel Pugna; Mădălin-Dorin Pop; Romeo Negrea; DUNGAN Luisa
Source: check_circle
Multidisciplinary Digital Publishing Institute
grade
Preferred source (of 2)‎

ROMANIAN STUDENTS EXPECTATIONS FROM EDUCATIONAL ONLINE PLATFORMS IN THE AGE OF COVID-19

2021-03 | Conference paper
DOI: 10.21125/inted.2021.2162
Contributors: Mădălin-Dorin Pop; Sabina Alina Potra; Adrian Pavel Pugna
Source: check_circle
Crossref

ROMANIAN UNIVERSITY HYBRID EDUCATIONAL SYSTEM: A GROUNDED THEORY APPROACH OF 1ST YEAR STUDENTS EXPERIENCE

2021-03 | Conference paper
DOI: 10.21125/inted.2021.2176
Contributors: Sabina Alina Potra; Adrian Pavel Pugna; Mădălin-Dorin Pop; Luisa Dungan
Source: check_circle
Crossref

Fault Detection Based on Parity Equations in Multiple Lane Road Car-Following Models Using Bayesian Lane Change Estimation

Journal of Sensor and Actuator Networks
2020-11 | Journal article | Author
DOI: 10.3390/jsan9040052
Contributors: Mădălin-Dorin Pop; Octavian Prostean; PROSTEAN GABRIELA
Source: check_circle
Multidisciplinary Digital Publishing Institute
grade
Preferred source (of 2)‎

Minimax Strategy for Lane Choice Prediction in Markovian Traffic Modeling

2020 5th International Conference on Logistics Operations Management (GOL)
2020-10-28 | Conference paper
DOI: 10.1109/gol49479.2020.9314764
ISBN: 9781728164250
Source: Self-asserted source
Mădălin-Dorin Pop

Hybrid Solution Combining Kalman Filtering with Takagi–Sugeno Fuzzy Inference System for Online Car-Following Model Calibration

Sensors
2020-09 | Journal article | Author
DOI: 10.3390/s20195539
Contributors: Mădălin-Dorin Pop; Octavian Prostean; Tudor-Mihai David; PROSTEAN GABRIELA
Source: check_circle
Multidisciplinary Digital Publishing Institute
grade
Preferred source (of 2)‎

Decision Making in Road Traffic Coordination Methods: A Travel Time Reduction Perspective

2020 International Conference Engineering Technologies and Computer Science (EnT)
2020-06 | Conference paper
DOI: 10.1109/ent48576.2020.00014
ISBN: 9781728180908
Source: Self-asserted source
Mădălin-Dorin Pop

Future Networks 2030: Challenges in Intelligent Transportation Systems

2020 8th International Conference on Reliability, Infocom Technologies and Optimization (Trends and Future Directions) (ICRITO)
2020-06 | Conference paper
DOI: 10.1109/icrito48877.2020.9197951
ISBN: 9781728170169
Source: Self-asserted source
Mădălin-Dorin Pop

Real-Time Adaptive Traffic Signals Using Rate-Monotonic Scheduling

1st International Conference on Computational Methods and Applications in Engineering (ICCMAE 2018)
2019 | Conference paper
DOI: 10.1051/itmconf/20192903002
Part of ISSN: 2271-2097
Source: Self-asserted source
Mădălin-Dorin Pop

Multiple Lane Road Car-Following Model using Bayesian Reasoning for Lane Change Behavior Estimation

Proceedings of the 3rd International Conference on Future Networks and Distributed Systems - ICFNDS '19
2019-07-01 | Conference paper
DOI: 10.1145/3341325.3341996
ISBN: 9781450371636
Source: Self-asserted source
Mădălin-Dorin Pop

Identification of significant metrics and indicators for smart mobility

IOP Conference Series: Materials Science and Engineering
2019-02-18 | Conference paper
DOI: 10.1088/1757-899x/477/1/012017
ISSN: 1757-899X
Source: Self-asserted source
Mădălin-Dorin Pop
grade
Preferred source (of 2)‎

Bayesian Reasoning for OD Volumes Estimation in Absorbing Markov Traffic Process Modeling

2019 4th MEC International Conference on Big Data and Smart City (ICBDSC)
2019-01 | Conference paper
DOI: 10.1109/icbdsc.2019.8645611
ISBN: 9781538680469
Source: Self-asserted source
Mădălin-Dorin Pop
grade
Preferred source (of 2)‎

A Comparison Between Smart City Approaches in Road Traffic Management

SIM 2017 / 14th International Symposium in Management
2018 | Conference paper
DOI: 10.1016/j.sbspro.2018.03.004
Part of ISSN: 1877-0428
Source: Self-asserted source
Mădălin-Dorin Pop
grade
Preferred source (of 4)‎

Analysis of policies and regulations for a sustainable smart mobility system

Proceedings of the 32nd International Business Information Management Association Conference, IBIMA 2018 - Vision 2020: Sustainable Economic Development and Application of Innovation Management from Regional expansion to Global Growth
2018 | Conference paper
EID:

2-s2.0-85063043668
Contributors: Pop, M.-D.; Proștean, O.; Proștean, G.
Source: Self-asserted source
Mădălin-Dorin Pop via Scopus - Elsevier

Traffic Lights Management Using Optimization Tool

SIM 2017 / 14th International Symposium in Management
2018 | Conference paper
DOI: 10.1016/j.sbspro.2018.04.008
ISSN: 1877-0428
Source: Self-asserted source
Mădălin-Dorin Pop

Prediction of Route Choosing Behavior Based on Genetic Algorithm Approach

2018 IEEE 22nd International Conference on Intelligent Engineering Systems (INES)
2018-06 | Conference paper
DOI: 10.1109/ines.2018.8523917
ISBN: 9781538611227
Source: Self-asserted source
Mădălin-Dorin Pop
grade
Preferred source (of 2)‎

Peer review (43 reviews for 12 publications/grants)

Review activity for Applied sciences. (14)
Review activity for Applied soft computing. (1)
Review activity for Designs. (1)
Review activity for Electronics. (3)
Review activity for Energies. (3)
Review activity for Mathematics. (1)
Review activity for Measurement. (2)
Review activity for Sensors. (5)
Review activity for Smart cities. (2)
Review activity for Sustainability. (9)
Review activity for Symmetry. (1)
Review activity for Vehicles. (1)
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