Publications
Published papers
2024
Multi-Agent System for Intelligent Urban Traffic Management Using Wireless Sensor Networks Data
Sensors 2024, 24, 7886.
Preprocessing methods for improving phishing URL detection
The 18th International Conference on Innovations in Intelligent Systems and Applications – INISTA 2024, September 4-6, 2024, Craiova, Romania, DOI: 10.1109/INISTA62901.2024.10683836
Improving Air Pollution Forecasting in Smart Cities using Clustering Techniques
15th International Conference on Electronics, Computers and Artificial Intelligence (ECAI), 29-30 June 2023, Bucharest, Romania, DOI: 10.1109/ECAI58194.2023.10193934
Multi-Agent System for Intelligent Urban Traffic Management Using Wireless Sensor Networks Data
Sensors 2022, 22, 208.
Data mining models for predicting the health situation in European countries
2021 13th International Conference on Electronics, Computers and Artificial Intelligence (ECAI), 2021, pp. 1-4, doi: 10.1109/ECAI52376.2021.9515142.
Identifying Critical Traffic Flow Time Slots using K-means and Decision Trees
Published in: 2020 IEEE 10th International Conference on Intelligent Systems (IS), Date of Conference: 28-30 Aug. 2020, Conference Location: Varna, Bulgaria, Print on Demand(PoD) ISSN: 1541-1672, DOI: 10.1109/IS48319.2020.9200141, Published: 2020.
A Multi-agent System with Self-optimization for Automated Clustering (MASAC)
Agents and Multi-Agent Systems: Technologies and Applications 2019, Book Series: Smart Innovation Systems and Technologies, Volume: 148, Pages: 117-128, DOI: 10.1007/978-981-13-8679-4_10, ISBN:978-981-13-8679-4; 978-981-13-8678-7, ISSN: 2190-3018, Published: 2020.
Car Park Occupancy Rates Forecasting Based on Cluster Analysis and KNN in Smart Cities
11th International Conference on Electronics, Computers and Artificial Intelligence, ECAI 2019, June 27– June 29, 2019, Pitesti, Romania, ISSN: 1843-2115
Aggregation Agent for Preprocessing and Forecasting Time-Series Data
ECAI 2018 International conference on Electronics, Computers and Artificial Intelligence, 28 June - 30 June 2018, Iași, Romania, ISSN 1843-2115
A Multi-Agent System Based on Natural Language Processing Using Collective User Knowledge-Base and GPS Databases
Acta Universitatis Apulensis, No. 56/2018, pp. 27-33, doi: 10.17114/j.aua.2018.56.03, ISSN: 1582-5329
Intelligent Agent based Expert System for Blended Learning Evaluation
Proceedings of 16th RoEduNet Conference: Networking in Education and Research, Petru Maior University of Targu-Mures, Romania, September 21-23, ISSN 2068-1038, 2017
Data mining methods for parameters forecasting of a small solar plant
Proceedings of SPIE 10010, Advanced Topics in Optoelectronics, Microelectronics and Nanotechnologies VIII, 100101A (December 14, 2016), doi:10.1117/12.2245896, ISSN: 0277-786X; ISSN: 1996-786X (electronic); ISBN: 9781510604247; ISBN: 9781510604254 (electronic)
Intelligent Agents based Improved Map-Reduce Method for Multiple Databases
ECAI 2016 International Conference 8th Edition Electronics, Computers and Artificial Intelligence 30 June-02 July, 2016, Ploiesti, Romania, ISSN: Print: 978-1-5090-2046-1; DVD: 978-1-5090-2044-7
A Hybrid Intelligent Agent based Expert System for GPS Databases
ECAI 2016 International Conference 8th Edition Electronics, Computers and Artificial Intelligence 30 June-02 July, 2016, Ploiesti, Romania, ISSN: Print: 978-1-5090-2046-1; DVD: 978-1-5090-2044-7
Improving classification with IF-THEN rules for multidimensional datasets
Control Engineering and Applied Informatics Journal, Vol.17, No.4, pp. 42-49, ISSN: 1454-8658, FI: 0.537
Feature selection methods for multidimensional datasets
Proceedings of the 8th International Conference on Theory and Applications of Mathematics and Informatics, ICTAMI 2015, pp. 167-177, ISBN: 978-606-613-114-8
Automated Negotiation with Multi-Agent Systems in Business Processes
Advances in Intelligent Systems and Computing 2015, Vol. 322, pp. 289-301, ISSN: 2194-5357
Intelligent and Collaborative Multi-Agent System to Generate Automated Negotiation for Sustainable Enterprise Interoperability
Agent and Multi-Agent Systems: Technologies and Applications, Series: Advances in Intelligent Systems and Computing, Springer International Publishing, 2194-5357, 296: 213-222, 2014
A Collaborative Environment for E-training in Archaeology
Agent and Multi-Agent Systems: Technologies and Applications, Series: Advances in Intelligent Systems and Computing, Springer International Publishing, 2194-5357, 296: 303-312, 2014
A New Text Clustering Method based on Huffman Encoding Algorithm
Proceedings of 2014 IEEE International Conference on Automation, Quality and Testing, Robotics - THETA 19th edition, IEEE Catalog Number: CFP14AQT-USB, ISBN: 978-1-4799-3730-1
A redundant solution for collective residences inflammable gas leaking monitoring using ultra-low power transmission system and automatic control
Proceedings of 2014 IEEE International Conference on Automation, Quality and Testing, Robotics - THETA 19th edition, IEEE Catalog Number: CFP14AQT-USB, ISBN: 978-1-4799-3730-1
A Multi-Agent based Negotiation System for Re-establishing Enterprise Interoperability in Collaborative Networked Environments
Proceedings of 2013 UKSim 15th International Conference on Computer Modelling and Simulation, Cambridge University (Emmanuel College), 10 - 12 April 2013, ISBN 978-0-7695-4994-1
Data Mining on a Semantically Annotated Corpus
Proceedings of the 2013 International Conference on Applied Mathematics and Computational Methods in Engineering, (AMCME 2013), Rhodes Island, Greece, July 16-19, 2013, ISBN 978-1-61804-200-2
Developing engineering students’ creative thinking across the curriculum. A case-study of Romanian university students
2nd World Conference on Educational Technology Researches, 27-30 Iunie, 2012, Nicosia, Cipru, published in Procedia Social and Behavioral Sciences Journal (Elsevier), 2013, ISSN: 1877-0428
Developing students’ educational experiences through work-based learning programmes
3rd World Conference Learning, Teaching & Educational Leadership (WCLTA-2012), 25-28 Oct. 2012, Brussels, Belgia, published in Procedia Social and Behavioral Sciences Journal (Elsevier), 2013, ISSN: 1877-0428
BLIS – Brain Lateralisation Information System for personalised and individualised education programmes offered to students of engineering
3rd World Conference Learning, Teaching & Educational Leadership (WCLTA-2012), 25-28 Oct. 2012, Brussels, Belgia, published in Procedia Social and Behavioral Sciences Journal (Elsevier), 2013, ISSN: 1877-0428
Wrappers for Web Access Logs Feature Selection
Proceedings of 2nd International Conference on Web Intelligence, Mining and Semantics, June 13-15, 2012, Craiova, Romania, ISBN: 978-1-4503-0915-8
Improving classification with boundary instances multiplier algorithm based on IF-THEN rules
Proceedings of 2012 IEEE International Conference on Automation, Quality and Testing, Robotics, May 24-27, Cluj-Napoca, Romania, pp. 272-277, ISBN: 9781-1-4673-0702-4, IEEE Cat. Nr.: CFP12AQT-PRT
Short term wind speed forecasting based on cluster analysis and ANN in wind farms
Proceedings of SPIE. Advanced Topics in Optoelectronics, Microelectronics, and Nanotechnologies, Noiembrie 2012, Vol. 8411, 84110U-1, doi: 10.1117/12.966393
Automated Knowledge Acquisition and Discovery: of Semantically Annotated Corpus of Ancient Artefacts
Proceedings of 13th European Conference on Knowledge Management - ECKM 2012, Cartegena, Spain, CD version ISBN: 978-1-908272-64-5, CD version ISSN: 2048‐898X, September 6-7, 2012
Knowledge Discovery in a SCADA System Database
Acta Universitatis Apulensis, Seria Mathematics-Informatics, 2012 Special Issue, pp. 37-54, ISSN: 1582-5329
Improving Fault Diagnosis for Wireless Sensor Network's Data using Support Vector Machines
Annals of the University of Craiova, Series: Automation, Computers, Electronics and Mechatronics; Vol. 8 (35), No. 1, 2011, pp. 37-43, ISSN 1841-0626
Feature selection for classifier accuracy improvement
Acta Universitatis Apulensis, Seria Mathematics-Informatics, pp. 203-216, ISSN: 1582-5329, No. 26/2011
Improving classification with Cost-Sensitive approach for distributed databases
Ubiquitous Computing and Communication Journal, Canada, Volume: Special Issue of RoEduNet, Publishing date: 10.01.2011, pp. 642-649, ISSN 1994-4608
Improving classification with Support Vector Machines
Control Engineering and Applied Informatics Journal, Vol. 12, Number 3, September 2010, pp. 23-33, ISSN 1454-8658
Improving Classification with Support Vector Machine for Unbalanced Data
Proceedings of 2010 IEEE International Conference on Automation, Quality and Testing, Robotics, THETA 17th edition, pp.234-239, ISBN 978-1-4244-6722-8, May 28-30, 2010, Cluj Napoca, Romania
Learning Classification Rules with Genetic Algorithm
Proceedings of 2010 8th IEEE International Conference on Communications, Volume 1, pp. 213-216, ISBN 978-1-4244-6361-9, Bucharest, Romania, 10-12 June 2010
Improving Classification with Cost-Sensitive Approach and Support Vector Machine
Proceedings of 9th RoEduNet IEEE International Conference, Sibiu, Romania, 24-26 June, 2010, pp.180-185, ISSN 2068-1038
A Novel Intrusion Detection Method Based on Support Vector Machines
Proceedings of the 11th IEEE International Symposium on Computational Intelligence and Informatics, 2010, November, 18-20, Budapest, Hungary, pp.47-52, ISBN: 978-1-4244-9278-7
From pixel sieve to bit sieve. Bit level based secret sharing cryptographic method
Proceedings of the 11th IEEE International Symposium on Computational Intelligence and Informatics, 2010, November, 18-20, Budapest, Hungary, pp.81-85, ISBN: 978-1-4244-9278-7
Optimal Layout of Wireless Sensors Networks using Guided Hyperplane Evolutionary Algorithm
Proceedings of 8th Telecommunications Forum TELFOR 2010, November, 23-25, Belgrade, Serbia, pp.420-423, ISBN: 978-86-7466-392-9
Data mining algorithms for wireless sensor network`s data
Proceedings of SPIE. Advanced Topics in Optoelectronics, Microelectronics, and Nanotechnologies, ISBN 978-0-8194-7670-8, 2011, Vol. 7821
The recognition of graphical patterns invariant to geometrical transformation of the models
Proceedings of SPIE. Advanced Topics in Optoelectronics, Microelectronics, and Nanotechnologies, ISBN 978-0-8194-7670-8, 2011, Vol. 7821
Feature selection for Wireless Sensor Network`s Data
Automation, Computers and Applied Mathematics, pp. 509-514, ISSN: 1221-437X, Volume 19, Number 4, 2010
Data Mining Learning Models and Algorithms on a SCADA System Data Repository
BRAIN. Broad Research in Artificial Intelligence and Nanoscience Journal, Vol. 1, 2010, pp. 91-99, ISSN: 2067-3957
Improving Classification with Cost-Sensitive Metaclassifier
Proceedings of the 21st International DAAAM Symposium "Intelligent Manufacturing & Automation: Focus on Interdisciplinary Solutions, 20-23rd October 2010, Zadar, Croatia, pp. 875-876, ISBN: 978-3-901509-73-5; ISSN: 1726-9679
Guiding Hyperplane Evolutionary Algorithm for Optimal Layout of Wireless Sensors Networks
Proceedings of the 21st International DAAAM Symposium "Intelligent Manufacturing & Automation: Focus on Interdisciplinary Solutions", 20-23rd October 2010, Zadar, Croatia, pp. 879-880, ISBN: 978-3-901509-73-5; ISSN: 1726-9679
Improving IF-THEN Rules with Genetic Algorithm
Proceedings of the 21st International DAAAM Symposium "Intelligent Manufacturing & Automation: Focus on Interdisciplinary Solutions", 20-23rd October 2010, Zadar, Croatia, pp. 873-874, ISBN: 978-3-901509-73-5; ISSN: 1726-9679
Evolutionary Optimization in Dynamic Environment
Proceedings of IEEE 5th International Conference on Intelligent Computer Communication and Processing, pp.11-18, ISBN 978-1-4244-5007-7, August 27-29, 2009, Cluj Napoca, Romania
Decision support system built in fuzzy logic
Proceedings of the 6-th International Conference on Theory and Applications in Mathematics and Informatics - ICTAMI 2009, pp. 165-181,ISBN 1582-5389, Alba Iulia, Romania, September, 3-6, 2009
Data mining on a SCADA system data Repository
Proceedings of the 6-th International Conference on Theory and Applications in Mathematics and Informatics - ICTAMI 2009, pp. 1007-1020, ISBN 1582-5389, Alba Iulia, Romania, September, 3-6, 2009
Towards territorial intelligence through collective intelligence integrated in Web applications
Proceedings of the 6-th International Conference on Theory and Applications in Mathematics and Informatics - ICTAMI 2009, pp. 991-1006, ISBN 1582-5389, Alba Iulia, Romania, September, 3-6, 2009
The control of an industrial robot by using the Prolog programming procedures
Proceedings of the 6-th International Conference on Theory and Applications in Mathematics and Informatics - ICTAMI 2009, pp. 879-888, ISBN 1582-5389, Alba Iulia, Romania, September, 3-6, 2009
Evolutionary Optimization in Dynamic Environment
Proceedings of the 20th International DAAAM Symposium, "Intelligent Manufacturing & Automation: Theory, Practice & Education", ISBN 1726-9679, 25-28th November 2009, Vienna, Austria, pp. 1251-1252
Published books:
Data mining. Teorie şi aplicaţii (Data mining. Theory and applications)
Muntean Maria
Aeternitas Publishing House, ISBN 978-606-613-015-8, 2011
Inteligenţă artificială (Artificial intelligence)
Ioan Ileană, Corina Rotar, Maria Muntean
Aeternitas Publishing House, ISBN 978-973-1890-49-4, 2009
Baze de date relaţionale (Relational databases)
Emil Olteanu, Maria Muntean
Aeternitas Publishing House, ISBN 978-973-1890-86-9, 2010
Baze de date. Aplicaţii (Databases. Applications)
Maria Muntean, Emil Olteanu
Seria Didactica Publishing House, 2014Sisteme de gestiune a bazelor de date. Note de curs (Database Management Systems. Lecture notes)
Maria Muntean
Seria Didactica Publishing House, 2014Sisteme de gestiune a bazelor de date. Aplicaţii (Database Management Systems. Applications)
Maria Muntean, Mircea Rîşteiu
Aeternitas Publishing House, ISBN 978-606-613-052-3, 2013
Algoritmi fundamentali. Note şi aplicaţii (Basic Algorithms. Notes and applications)
Adriana Bîrluţiu, Maria Muntean, Ovidiu Domşa
Seria Didactica Publishing House, 2015
Informatică (Informatics)
Remus Joldeş, Maria Muntean
Seria Didactica Publishing House, 2010
Developing a personalized and adapted curriculum for engineering education through an ambient intelligence environment, chapter in Engineering Education: Curriculum, pedagogy and didactic aspects
Manuella Kadar, Maria Muntean, Lucian Marina
CP, Elsevier, 978 1 84334 687 6 (print), 978 1 78063 358 9 (online), Cambridge, pages 25-63, 2014
Teaching
Courses
Artificial Intelligence
Data Mining
Database Management Systems
Databases
Invited professor
Data mining. Learning classification rules with genetic algorithms
Visiting teaching staff within LIFELONG LEARNING/ERASMUS program, Uludag University, Bursa, Turkey
Data mining. Support Vector Machines
Visiting teaching staff within LIFELONG LEARNING/ERASMUS program, Caen, Basse-Normandie University, IUT Cherbourg Manche, France
Data mining. Cost-Sensitive Classification
Visiting teaching staff within LIFELONG LEARNING/ERASMUS program, Istanbul, Arel University, Turkey
Data mining. IF-THEN rules learning
Visiting teaching staff within LIFELONG LEARNING/ERASMUS program, Alexander Technological Educational Institute of Thessaloniki - ATEITH, Greece
Artificial Intelligence. Applications of Artificial Intelligence, Machine Learning, Data mining. Big data, Social Network Analysis, Bio-Informatics, Pattern Recognition and Graphics.
Training Mobility within ERASMUS+, Action 1, Istanbul Gelișim University, Istanbul, Turkey