Adina Magda Florea

Professor at the Department of Computer Science

Director of the Center of Excellence in Artificial Intelligence @ UPB

Email: adina.florea [at] upb.ro

Research Interests

Multi-Agent Systems, Agent Learning
Machine Learning
Ambient Intelligence, Ambient Assisted Living

Human-Robot Interaction
Autonomous Driving

Teaching

At POLITEHNICA

Artificial Intelligence (1991-)
Machine Learning (2009-)
Knowledge Representation (2009-)
Multi-Agent Systems (2002-)
Real-time System Programming (1995-2007)
Artificial Inteligence (in English) (1994-2010)
Functional Programming (in English) (2008-2010)

At WPI in 2001

CS525M Multi-Agent systems
CS534 Artificial Intelligence
CS536 Programming Languages

At LIPN in 2003

Agents et Systèmes Multi-agents

Professional Associations

Founding member and president of the Romanian Association for Artificial Intelligence
Senior member of IEEE, IEEE Computer Society
Member of IEEE Computational Intelligence Society, Head of IEEE CIS Romanian Chapter
Senior Member of ACM – The Association of Computing Machinery
Member of AAAI – The Association for the Advancement of Artificial Intelligence
Member of Open Agent Based Modeling Consortium
Member of SRAIT – The Romanian Society for Automation and Technical Informatics

Administrative

Vice Rector of University POLITEHNICA of Bucharest (2020-2024)
Dean of the Faculty of Automatic Control and Computers, UPB (2012-2020)
Vice Dean for R&D of the Faculty of Automatic Control and Computers (2008-2012)
Member of the Senate of University “Politehnica” of Bucharest (2008-)
Director of the Master of Science Programme in Artificial Intelligence at “Politehnica”
Director of the Romanian branch of the Erasmus Mundus M.Sc. Programme in “Data Mining and Knowledge Management”

Degrees and Experience

Education

Ph.D. in Computer Science, University “Politehnica” of Bucharest, 1997
Engineer Diploma in Computer Science and Engineering, University POLITEHNICA of Bucharest, 1981

Experience

Professor, Department of Computer Science, Faculty of Automatic Control and Computers, University POLITEHNICA of Bucharest (2000)
Affiliate Professor, Faculty of Engineering in Foreign Languages, University POLITEHNICA of Bucharest (2000)
Visiting Professor, Computer Science Department, WPI, MA, (USA 2001-2002)
Professor, Department of Computer Science, University POLITEHNICA of Bucharest (2001)
Affiliate Professor, Faculty of Engineering in Foreign Languages, University POLITEHNICA of Bucharest 1998 Senior Lecturer, Department of Computer Science, University POLITEHNICA of Bucharest (2001)
Lecturer, Department of Computer Science, University POLITEHNICA of Bucharest (1990)
Teaching Assistant, Department of Computer Science, University POLITEHNICA of Bucharest (1986)
Researcher, Artificial Intelligence Group, Institute of Information Technology, Bucharest (1982)
Systems Analyst, The Romanian Computer Company, Bucharest (1981)

Consulting

E-Learning solutions for Intel, 2001-2002
IT solutions for Podium-IT, 2003-2011

Other

Peer reviewer in grant competitions: FP7, FP6, INTAS, COBASE, AUF, IDEI, PARTENERIATE
Member of more than 100 PC of international events

Publications

Conference & Journal Papers

2024

I.A. Awada, A.M. Florea, A. Scafa-Udriste. An e-Learning Platform for Clinical Reasoning in Cardiovascular Diseases: A Study Reporting on Learner and Tutor Satisfaction. BMC Medical Education Journal, Vol. 24, 984, DOI: 10.1186/s12909-024-05938-6, ISSN: 1472-6920, September 2024.
M. Nan, M. Trascau, A.M. Florea. Spatio-Temporal Neural Network with Handcrafted Features for Skeleton-based Action Recognition. Neural Computing and Applications, Springer, 2024.
A.M. Simion, Ș. Radu, A.M. Florea. A Review of Generative Adversarial Networks for Computer Vision Tasks. Electronics, Vol. 13, Iss. 4, 2024.
I.A. Awada, A.M. Florea, A. Scafa-Udriste. A Virtual Case Presentation Platform: Protocol Study. Methods and Protocols Journal, Vol. 7, Iss. 2, 23, DOI: 10.3390/mps7020023, ISSN: 2409-9279, March 2024.

2023

L. Bajenaru, A. Sorici, I. Mocanu, A.M. Florea, F. Antochi, A. Ribigan. Shared Decision-Making to Improve Health-Related Outcomes for Adults with Stroke Disease. Healthcare, vol. 11, no. 12, 2023.
A.S. Ghiță, A.M. Florea, M. Nan, D.T. Iancu. People Trajectory Prediction applied on Social Robotics Scenarios. UPB Scientific Bulletin, Electrical Engineering and Computer Science, vol. 85, 2023.
D.T. Iancu, A.M. Florea. An Improved Vehicle Trajectory Prediction Model Based on Video Generation. Studies in Informatics and Control, vol. 32, no.1, pp. 25-36, 2023.
A. Sorici, L. Băjenaru, I. Mocanu, A.M. Florea, P. Tsakanikas, A. Ribigan, L. Pedullà, A. Bougea. Monitoring and Predicting the Health Status in Neurological Patients: The ALAMEDA Data Collection Protocol, Healthcare, vol. 11 no. 19, 2023
A. Mihalea, R. F. Samoilescu, A.M. Florea. Self-supervised steering and path labeling for autonomous driving. Sensors, Special Issue “Artificial Intelligence Based Autonomous Vehicles”, Vol. 23, Iss. 20, 2023.
I.A. Awada, A. Sorici, A.M. Florea, A. Scafa-Udriste. Enhanced Design and Functionalities for the Virtual Patient Educational Platform. Proceedings of the 24th International Conference on Control Systems and Computer Science (CSCS), pp. 473-476, DOI: 10.1109/CSCS59211.2023.00080, ISSN: 2379-0482, IEEE, May 2023.
A. Mihalea, A.M. Florea. Leveraging self-supervised label generation in ego-trajectory segmentation for self-driving vehicles. Proceedings of the 54th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing (SYNASC), Nancy, France, 11-14 September 2023.
B. Nedelcu, A.M. Florea. Analysis of design solutions for autonomous drones. Proceedings of the 24th International Conference on Control Systems and Computer Science (CSCS), IEEE, May 2023.
A.C. Nica, A.M. Florea. Order from Chaos: Leveraging the Orderability Score as Intrinsic Reward. Proceedings of the 24th International Conference on Control Systems and Computer Science (CSCS), IEEE, May 2023.
A. Sorici, L. Bajenaru, I. Mocanu, A.M. Florea. An Intelligent Ecosystem for Improving Brain Disease Monitoring of patients using Wearable Devices and Artificial Intelligence. Proceedings of the 24th International Conference on Control Systems and Computer Science (CSCS), IEEE, May 2023.
A. Olaru, G. Nicolae, A.M. Florea. The Entity-Operation Model for Practical Multi-entity Deployment. Proceedings of the 11th International Workshop on Engineering Multi-Agent Systems, In conjunction with AAMAS 2023, May 2023.
A. Sorici, A.M. Florea. Towards Context-based Authorizations for Interactions in Hypermedia-driven Agent Environments — The CASHMERE Framework. Proceedings of the 11th International Workshop on Engineering Multi-Agent Systems, In conjunction with AAMAS 2023, May 2023.

2022

E. Haller, A.M. Florea, M. Leordeanu. Iterative Knowledge Exchange Between Deep Learning and Space-Time Spectral Clustering for Unsupervised Segmentation in Videos. IEEE Trans. on Pattern Analysis and Machine Intelligence, vol.44, no. 11, pp. 7638-7656, November 2022.
F. Dumitrescu, B. Ceachi, C. Truică, M. Trăscău, A.M. Florea. A Novel Deep Learning-Based Relabeling Architecture for Space Objects Detection from Partially Annotated Astronomical Images, Aerospace, vol. 9, no.9, September 2022.
M.Nan, A.M. Florea, Fast Temporal Graph Convolutional Model for Skeleton-based Action, Sensors, vol.22, no.19, October 2022.
F. Dumitrescu, A.M. Florea, M. Trascau, A. Sorici. Intelligent Agent for Food Recognition in a Smart Fridge. 24th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing, Timisoara, IEEE, 12-15 September 2022.
A. Sorici, L. Bajenaru, I. Mocanu, A.M. Florea. Health Monitoring of Adults with Brain Diseases Using Shoe Pressure Sensors, 40th IBIMA International Conference, Seville, Spain, November 2022.
D.T. Iancu, M. Nan, A.S. Ghiță, A.M. Florea. Trajectory Prediction Using Video Generation in Autonomous Driving. Studies in Informatics and Control, Vol. 31, pp. 37-48, 2022.
A. Dugăeșescu, A.M. Florea. Evaluation of Class Activation Methods for Understanding Image Classification Tasks. 24th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing, Timișoara, 12-15 September 2022.
A.S. Ghiță, A.M. Florea. Real-Time People Re-Identification and Tracking for Autonomous Platforms Using a Trajectory Prediction-Based Approach, Sensors, Vol. 22, August 2022.
I.A. Awada, A. Sorici, A.M. Florea, A. Scafa-Udriște. Virtual Patient: A Web-Based Platform for the Training of Medical Students in Patient Consultation During a Lockdown. Proceedings of the 14th Annual International Conference on Education and New Learning Technologies (EDULEARN), pp. 6491-6497, DOI: 10.21125/edulearn.2022.1533, ISSN: 2340-1117, July 2022.
I.A. Awada, A. Sorici, M. Drăgoi, A.M. Florea, A. Scafa-Udriște. Virtual Patient: Architecture of an Educational Web Platform for the Assessment of Consultation and Diagnosing Skills of Medical Students. Proceedings of the 15th annual International Conference of Education, Research and Innovation (ICERI), pp. 8080-8084, DOI: 10.21125/iceri.2022.2074, ISSN: 2340-1095, November 2022.
A.C. Mihai, D.T. Iancu. Optimizing a Convolutional Neural Network using Particle Swarm Optimization, 14th International Conference on Electronics, Computers and Artificial Intelligence, 30 June – 1 July 2022, Pitești.
A.L. Chiru, I.A. Awada, A.M. Florea. The Information Technology Service Operation Process Implementation in Education System During COVID-19 Pandemic. Proceedings of the 16th Annual International Technology, Education and Development Conference (INTED), Valencia, Spain, pp. 445-451, DOI: 10.21125/inted.2022.0185, ISSN: 2340-1079, 2022.
A.L. Chiru, I.A. Awada, A. Sorici, A.M. Florea, A. Scafa-Udriște. A Support Module for the Virtual Patient Educational Platform. Proceedings of the 10th edition of the IEEE International Conference on e-Health and Bioengineering (EHB), pp. 1-4, DOI: 10.1109/EHB55594.2022.9991475, ISSN: 2575-5145, November 2022.

2021

D.T Iancu, M. Nan, A.Ș. Ghiță, A.M. Florea. Vehicle Depth Estimation for Autonomous Driving. University Politehnica of Bucharest Scientific Bulletin Series C-Electrical Engineering and Computer Science, Vol. 83, pp. 3-20, 2021.
M. Nan, M. Trăscău, A.M. Florea, C. Iacob. Comparison between Recurrent Networks and Temporal Convolutional Networks Approaches for Skeleton-based Action Recognition, Sensors, Vol.21, No.6, January 2021.
V. Constantinescu, C. Chiru, T. Boloni, A.M. Florea, R. Tacutu. Learning ﬂat representations with artiﬁcial neural networks. Applied Intelligence 5, p.2456-2470, Springer, 2021.
A.L. Chiru, I.A. Awada, A.M. Florea. A Support Process of Telemedicine Applications that Integrates a Chatbot. Proceedings of the 9th edition of the IEEE International Conference on e-Health and Bioengineering (EHB), pp. 1-4, DOI: 10.1109/EHB52898.2021.9657553, ISSN: 2575-5145, November 2021.
A.Ş Ghită, M. Nan, D.T. Iancu, A.M. Florea. Top-level Scene Information Extraction from Eye-level View Images. 23rd International Conference on Control Systems and Computer Science (CSCS), pp. 133-137, 2021.
B. Hoteit, I.A. Awada, A. Sorici, A.M. Florea. Continuous Operations and Fully Autonomy of a Social Service Robotic System. Proceedings of the 23rd International Symposium on Symbolic and Numeric Algorithms for Scientific Computing (SYNASC), December 2021.
V. Radu, M. Nan, M. Trăscău, D.T. Iancu, A.Ş. Ghiţă, A.M. Florea. Car Crash Detection in Videos. 23rd International Conference on Control Systems and Computer Science (CSCS), pp. 127-132, 2021.
B.A. Radulescu, AM. Florea. Human Action Recognition methods based on CNNs for RGB video input. 23rd International Conference on Control Systems and Computer Science (CSCS), IEEE. p.133-137, 2021.
B.A. Radulescu, A.M. Florea, V. Radulescu. TCN Units, Solution in Recognition of Human Activities. Information Storage and Processing Systems, 84799, V001T07A001, American Society of Mechanical Engineers, 2021.
B. Hoteit, A. Faour, A. Abdallah, I.A. Awada, A. Sorici, A.M. Florea. Towards a General and Complete Social Assistive Robotic Architecture. Ahram T., Taiar R., Groff F. (eds) Human Interaction, Emerging Technologies and Future Applications IV (IHIET-AI 2021), Advances in Intelligent Systems and Computing, Vol. 1378, pp. 59-67, Springer, Cham, DOI: 10.1007/978-3-030-74009-2_8, 2021.

2020

D. Iancu, A. Sorici, A.M. Florea. Neural Road Semantic Segmentation in Driving Scenarios. ECAI 2020. International Conference on Electronics, Computers and Artificial Intelligence, Romania, 2020. IEEE.
M. Mitroi, C. Truică, E. Apostol, A.M. Florea. Sentiment Analysis using Topic-Document Embeddings. IEEE 16th International Conference on Intelligent Computer Communication and Processing (ICCP 2020), Cluj-Napoca, Romania, 2020.
A.S. Ghita, A.F. Gavril, M. Nan, B. Hoteit, I.A. Awada, A. Sorici, I. Mocanu, A.M. Florea. The AMIRO Social Robotics Framework: Deployment and Evaluation on the Pepper Robot. Special Issue “Human-Robot Interaction and Sensors for Social Robotics”, SENSORS Journal, Vol. 20, Iss. 24, 7271, DOI: 10.3390/s20247271, ISSN: 1424-8220, 2020.
E. Haller, A.M. Florea, M. Leordeanu. Spacetime Graph Optimization for Video Object Segmentation, 2019/7/7, arXiv preprint arXiv:1907.03326, 2020.
B. Hoteit, A. Abdallah, A. Faour, I.A. Awada, A. Sorici, A.M. Florea. AI Planning and Reasoning for a Social Assistive Robot. Proceedings of the 17th International Conference on Cognition and Exploratory Learning in Digital Age (CELDA), Lisbon, Portugal, pp. 141-148, ISBN: 978-989-8704-22-1, 2020.
B. Hoteit, A. Sorici, A.M. Florea, A. Abdallah. CDDS Mechanism for Data Transmission of a Social Assistive Robot. Proceedings of the 14th Annual International Technology, Education and Development Conference (INTED), Valencia, Spain, pp. 8217-8222, DOI: 10.21125/inted.2020.2242, ISSN: 2340-1079, 2020.
B. Hoteit, A. Sorici, A.M. Florea, A. Abdallah. Component-Based System Architecture for a Social Service Robot. Proceedings of the 14th Annual International Technology, Education and Development Conference (INTED), Valencia, Spain, pp. 8223-8231, DOI: 10.21125/inted.2020.2244, ISSN: 2340-1079, 2020.

2019

M. Trăscău, M. Nan, A.M. Florea. Spatio-Temporal Features in Action Recognition Using 3D Skeletal Joints. Sensors, Vol.19, No.2, p.4423-438, 2019.
A. Sorici, A. Olaru, A.M. Florea. Towards Enabling Internet-Scale Context-as-a-Service. The 2019 World Wide Web Conference, San Francisco, USA — May 13 – 17, p.668-671, ACM-DL, 2019.
M. Barbu, A.M. Florea. End-to-end Self-Driving Car Models with Weather Scene Augmentation. ICSTCC 2019, 23rd International Conference on System Theory, Control and Computing, October 9-11, 2019, Sinaia, Romania, IEEE, 2019.
A.M. Florea, S. Radu. Artificial Intelligence and Education. 22nd Int. Conf. on Control Systems and Computer Science, Bucharest, Romania, IEEE, p.381-382, 2019.
A.F. Gavril, A.Ș. Ghiță, A. Sorici, A.M. Florea. Towards a Modular Framework for Human-Robot Interaction and Collaboration. 22nd Int. Conf. on Control Systems and Computer Science, Bucharest, Romania, IEEE, p.667-674, 2019.
D.T. Iancu, A. Sorici, A,M. Florea. Object detection in autonomous driving – from large to small datasets. ECAI 2019. International Conference on Electronics, Computers and Artificial Intelligence, 27 June-29 June, Pitesti, Romania, IEEE, 2019.
A. Mihalea, R. Samoilescu, A. Nica, M. Trascau, A. Sorici, A.M. Florea. End-to-end models for self-driving cars on UPB campus roads. IEEE 15th International Conference on Intelligent Computer Communication and Processing (ICCP 2019), September 5 – 7, Cluj-Napoca, Romania, IEEE, 2019.
M. Nan, A.Ș. Ghiță, A.F. Gavril, M. Trăscău, A. Sorici, B. Cramariuc, A.M. Florea. Human Action Recognition for Social Robots. 22nd Int. Conf. on Control Systems and Computer Science, Bucharest, Romania, IEEE, p. 675 – 681, 2019.
A.C. Nica, M. Trăscău, A.A. Rotaru, C. Andreescu, A. Sorici, V. Bacue, A.M. Florea. Collecting and processing a self-driving dataset in the UPB campus. 22nd Int. Conf. on Control Systems and Computer Science, Bucharest, Romania, IEEE, p.202–209, 2019.
A. Olaru, A. Sorici, A.M. Florea. A Flexible and Lightweight Agent Deployment Architecture. 22nd Int. Conf. on Control Systems and Computer Science, Bucharest, Romania, IEEE, p.251-258, 2019.
A. Sorici, A. Olaru, S. Flonta, S. Enyedi, A.M. Florea. Towards Enabling Context-as-a-Service for Social Assistive Robotics. 22nd Int. Conf. on Control Systems and Computer Science, Bucharest, Romania, IEEE, p.228-235, 2019.
E. Haller, A.M. Florea, M. Leordeanu. Iterative Knowledge Exchange Between Deep Learning and Space-Time Spectral Clustering for Unsupervised Segmentation in Videos, 2020/12/13, arXiv preprint arXiv:2012.07123, 2019.

2018

I. A. Awada, I. Mocanu, A. M. Florea. Exploiting Multimodal Interfaces in eLearning Systems. The 14th eLearning & Software for Education Conference (eLSE), Bucharest, Romania, Vol. 2, pp. 174-181, DOI: 10.12753/2066-026X-18-094, 2018.
I. A. Awada, O. Cramariuc, I. Mocanu, C. Seceleanu, A. Kunnappilly, A. M. Florea. An End-User Perspective on the CAMI Ambient and Assisted Living Project. The 12th Annual International Technology, Education and Development Conference (INTED), Valencia, Spain, pp. 6776-6785, DOI: 10.21125/INTED.2018.1596, ISSN: 2340-1079, pp.6776-6785, 2018.
A. Ciortea, O. Boissier, A. Zimmermann, A. M. Florea. Give Agents Some REST: Hypermedia-driven Agent Environments. ENGINEERING MULTI-AGENT SYSTEMS, Edited by: ElFallahSeghrouchni, A; Ricci, A; Son, TC, Lecture Notes in Artificial Intelligence, 10738 pp. 125-141, 2018.
A.S. Ghiţă, M.S. Barbu, A. Gavril, M. Trăscău, A. Sorici, A. M. Florea. User Detection, Tracking and Recognition in Robot Assistive Care Scenarios. The Annual Conference Towards Autonomous Robotic Systems (TAROS), pp. 271-283. Springer, Cham, 2018.
D. Novischi, A. M. Florea. Decentralized swarm aggregation and dispersion with intermember collision avoidance for non-holonomic multi-robot systems. The IEEE 14th international conference on intelligent computer communication and processing (ICCP), 6-8 September 2018, Cluj-Napoca, pp. 89-96, IEEE Explore. 2018, pp. 89-95.
F. Sameer Alhaijawy, A. M. Florea. Using Genetic Algorithm to Plan Individuals Temporal and nonTemporal Daily Activities. The Second Mediterranean Conference on Pattern Recognition and Artificial Intelligence, MedPRAI, Rabat, Morocco, 2018, pp. 14-21.
F. Sameer Alhaijawy, A. M. Florea. Scheduling People’s Daily Activities Using Temporal Constraints Satisfaction Problem. International Conference on Control, Decision and Information Technologies CoDIT Thessaloniki, Greece, 2018, pp.876-881.
F. Sameer Alhaijawy, A. M. Florea. Using Ambient Intelligence in Healthcare: Case Studies, Scenarios and Employing E-training in Healthcare. The 14th eLearning & Software for Education Conference (eLSE), Bucharest, Romania, Vol. 2, pp. 174-181, 2018.
M. Trascau, A. Sorici, A. M. Florea. Detecting Activities of Daily Living using the CONSERT Engine. The 9th International Symposium on Ambient Intelligence (IsAmI 2018), Toledo, Spain. In Ambient Intelligence – Software and Applications, Advances in Intelligent Systems and Computing Series, Springer, p.94-102, 2018.

2017

T. Berariu, F. Gogianu, A. M. Florea. Random Projection Based Representations for Learning Policies in Deterministic Atari Games, 21st Int. Conf. on Control Systems and Computer Science, Bucharest, Romania, IEEE, p. 233-238, 2017.
I. A. Awada, I. Mocanu, A. M. Florea, B. Cramariuc. Multimodal Interface for Elderly People, 21st Int. Conf. on Control Systems and Computer Science, Bucharest, Romania, IEEE, p. 536-541, 2017.
A. Nica, T. Berariu, F. Gogianu, A. M. Florea. Learning to Maximize Return in a Stag Hunt Collaborative Scenario through Deep Reinforcement Learning. 18th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing, Timisoara, Romania, IEEE, 2017.
A. Codreanu, A.M. Florea, I. Mocanu. A home based health-care solution for older adults using Kinect. 18th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing, Timisoara, Romania, IEEE, (in print), 2017.
A. Ciortea, O. Boissier, A. Zimmermann, A. M. Florea. Give Agents Some REST: A Resource-oriented Abstraction Layer for Internet-scale Agent Environments. 16th Conference on Autonomous Agents and MultiAgent Systems (AAMAS), International Foundation for Autonomous Agents and Multiagent Systems (Ed.), p.1502-1504, 2017.
I. A. Awada, I. Mocanu, S. Jecan, L. Rusu, A. M. Florea, O. Cramariuc, B. Cramariuc. Mobile@Old-an assistive platform for maintaining a healthy lifestyle for elderly people. IEEE Conference on E-Health and Bioengineering (EHB), Sinaia, Romania, IEEE, p. 591-594, 2017. DOI: 10.1109/EHB.2017.7995493
A. Kunnappilly, A. Sorici, I. A. Awada, I. Mocanu, C. Seceleanu, A. M. Florea. A Novel Integrated Architecture for Ambient Assisted Living Systems, 41st IEEE Computer Society International Conference on Computers, Software & Applications, Turin, Italy, IEEE, p.465-472, 2017. DOI: 10.1109/COMPSAC.2017.28
B. Cramariuc, I. Mocanu, L. Malicki, A. M. Florea. Barriers to Acceptance and Learning of ICT Technologies in an European Ambient Assisted Living Project. 9th International Conference on Education and New Learning Technologies (EDULEARN), Barcelona, Spain, pp. 2372-2381, 2017.
I. A. Awada, I. Mocanu, L. Rusu, R. Arba, A.M. Florea, B. Cramariuc. Enhancing the Physical Activity of Older Adults Based on User Profiles. 16th RoEduNet Conference: Networking in Education and Research (RoEduNet), Targu Mures, Romania, IEEE, pp. 120-125, 2017.
I. A. Awada, I. Mocanu, A.M. Florea, A. Codreanu, M. Apostu. An Adaptive Multimodal Interface to Improve Elderly People’s Rehabilitation Exercises. 13th eLearning and Software for education Conference, 27-28 April 2017, Bucharest Romania, Vol. 2, p. 41-47, 2017.

2016

C. Gratie, A. M. Florea, J.J. Ch. Meyer. General directionality and the local behavior of argumentation semantics. AI Communications, IOS Press, Vol.29(1), p.3-16, 2016.
A. Hussein, M. Mocanu, A.M. Florea. Development of a real-time web-ecological decision support system to calculate water quality and water pollution (WATERDSS) in the city of Baghdad. University Politehnica of Bucharest Scientific Bulletin, Series C: Electrical Engineering and Computer Science, Vol.78(2), p.53-64, 2016.
A. Olaru, A.M. Florea. Extended Context Patterns – A Visual Language for Context-Aware Applications. 10th International Symposium on Intelligent Distributed Computing (IDC), Paris, France, 2016, Intelligent Distributed Computing X, Studies in Computational Intelligence, C. Badica, AE Seghrouchni, A. Beynier, A et al. (Eds), Springer, Vol. 678, p.57-66, Published: 2017.
A. Olaru, A.M. Florea. A Framework for Integrating Heterogeneous Agent Communication Platforms. ACSys 2015, 12th Workshop on Agents for Complex Systems, in conjunction with SYNASC 2015, the 17th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing, Timisoara, Romania, September 21-24. IEEE, p. 399-406, 2016.
I.A. Codreanu, A.M. Florea, I. Mocanu. A Proposed Serious Game Architecture to Self-Management HealthCare for Older Adults, 17th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing (SYNASC), Timisoara, Romania, September 21-24, IEEE, 2015, p. 437 – 440, Published 2016.
A.H. Mogos, B. Mogos, A.M. Florea. A New Algorithm for Creating Q – Voting Schemes. 28th International Business-Information-Management-Association Conference, Seville, Spain, Nov. 2016, Published in VISION 2020: Innovation Management, Development Sustainability, And Competitive Economic Growth, Vols. I – VII, p.4307-4316, 2016.
A. Ciortea, O. Boissier, A. Zimmermann, A. M. Florea. Responsive Decentralized Composition of Service Mashups for the Internet of Things. 6th International Conference on the Internet of Things (IoT16), Stuttgart, Germany, November 7-9, ACM DL, p.53-61, 2016. Best paper award.
A. Ciortea, O. Boissier, A. Zimmermann, A. M. Florea. Hypermedia-driven Socio-technical Networks for Goal-driven Discovery in the Web of Things. 7th International Workshop on the Web of Things (WoT 2016), Stuttgart, Germany, Novembre 7, ACM DL, p. 25-20, 2016.
A. Sorici, I. A. Awada, A. Kunnappilly, I. Mocanu, O. Cramariuc, L. Malicki, C. Seceleanu, A. M. Florea. CAMI-An Integrated Architecture Solution for Improving Quality of Life of the Elderly. 3rd EAI International Conference on IoT Technologies for HealthCare (Healthy IoT), Västerås, Sweden, Springer, Cham, p.141-144, 2016.
D. Novischi, A.M. Florea, Ant Intelligent Robot: A Versatile and Low Cost Miniature Mobile Robot Platform for Swarm Robotics Research and Education. 9th EAI International Conference on Bio-inspired Information and Communications Technologies, New York, 3-5 December 2015, ACM DL, p.256-263, Published 2016.
H. A. Salah, M. Mocanu, A.M. Florea. Modeling and Implementing of an Agent-Based Decision Application WATERDSS: Water Decision Support System for Water Resource Management. International Journal of Emerging Trends & Technology in Computer Science, ISSN: 2278-6856, Vol. 5, Iss. 1, January – February 2016.

2015

A. Sorici, G. Picardb, O. Boissier, A. Zimmermann, A. M. Florea. CONSERT : Applying Semantic Web Technologies to Context Modeling in Ambient Intelligence. Computers & Electrical Engineering, Springer, Vol. 44, p.280-306, 2015.
A. Mogoş, B. Mogoş, A. M. Florea. A New Asymptotic Notation: Weak Theta. Mathematical Problems in Engineering, Hindawi, Vol. 2015, Article ID 912962, 2015.
A. H. Mogos, A. M. Florea, A method to represent the semantic description of a web service based on complexity functions, University Politehnica of Bucharest Scientific Bulletin, Series A: Applied Mathematics and Physics, Vol. 77(2), p.241-250, 2015.
A. Olaru, A. M. Florea. A Framework for Integrating Heterogeneous Agent Communication Platforms. 12th Workshop on Agents for Complex Systems, in conjunction with SYNASC 2015, the 17th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing, Timisoara, Romania, September 21-24, p.399-406, IEEE Xplore, 2015.
A. Sorici, G. Picard, O. Boissier, A. M. Florea. Multi-Agent Based Flexible Deployment of Context Management in AmI Applications. Advances in Practical Applications of Agents, Multi-Agent Systems, and Sustainability: The PAAMS Collection, Vol. 9086, Lecture Notes in Computer Science, Springer International Publishing, p. 225-239, 2015.
A. Olaru, M.T. Benea, A. E. Seghrouchni, A. M. Florea. tATAmI: A Platform for the Development and Deployment of Agent-based AmI Applications. ANT-2015, 6th International Conference on Ambient Systems, Networks and Technologies, June 2-5, London, United Kingdom. Elsevier, Vol. 52, p. 476-483, 2015.
A. Olaru, A. M. Florea. A Platform for Matching Context in Real Time. HAIS 2015, The 10th International Conference on Hybrid Artificial Intelligent Systems, June 22-24, Bilbao, Spain. Springer International Publishing, Vol. 9121, p. 99–110, 2015.
A. H. Mogos, B. Mogos, A. M. Florea. A New Voting Approach Based on False Candidates. 25th International Business Information Management Association Conference (IBIMA), Amsterdam, Netherlands, p. 3099-3119, 2015. 2015.
A. H. Mogos, B. Mogos, A. M. Florea. A Data Mining Approach for Analyzing Several Voting Methods. 24th International-Business-Information-Management-Association Conference Location, Milan, Italy, p.1099-1112, Published 2015.
M. Chiperi, M. Trascau, I. Mocanu, A.M. Florea. Data Fusion in a Multi Agent System for Person Detection and Tracking in an Intelligent Room. 8th International Symposium on Intelligent Distributed Computing – IDC’2014, Springer, Vol. 570, ISBN 978-3-319-10421-8, p. 385-394, Published 2015.
H. A. Salah, M. Mocanu and A. M. Florea, Development of a prototype ArcGIS- web-based decision application WATERDSS: For water pollution management, 7th International Conference on Electronics, Computers and Artificial Intelligence (ECAI), Bucharest, Romania, p. E1-E6, 2015.
A. Sorici, O. Boissier, G. Picard, A. M. Florea. Multi-Agent based Context Provisioning Deployment in AmI Applications. 13th International Conference on Practical Applications of Agents and Multi-Agent Systems (PAAMS’15), Jun 2015, Salamanca, Spain. Springer International Publishing, Lecture Notes in Artificial Intelligence Vol. 9086, p.225-239, 2015.
A. Sorici, G. Picard, A. M. Florea. Multi-Agent Based Context Management in AmI Applications, AgTAmI: International Workshop on Agent Technology for Ambient Intelligence, in conjunction with CSCS 20, 27-29 May 2015, Bucharest, IEEE, 2015. DOI: 10.1109/CSCS.2015.65
T. Berariu, A. M. Florea. Learning Collaboration in Reactive Agents Ensembles. CSCS 20, 20th International Conference on Control Systems and Computer Science, 27-29 May 2015, Bucharest, IEEE, 2015. DOI: 10.1109/CSCS.2015.149
A. H. Mogos, B. Mogos and A. M. Florea. A Voting Approach for Comparing Several Swarm Intelligence Algorithms. In CSCS 20, 20th International Conference on Control Systems and Computer Science, 27-29 May 2015, Bucharest, IEEE, p.287-293, 2015.
M. T. Benea, A. M. Florea, A. E. Seghrouchni. CAmI: An Agent Oriented-Language for the Collective Development of AmI Environments. AgTAmI: International Workshop on Agent Technology for Ambient Intelligence, in conjunction with CSCS 20, 27-29 May 2015, Bucharest, IEEE, p.749-756, 2015.
A. Ciortea, A. Zimmermann, O.Boissier, A. M. Florea. Towards a Social and Ubiquitous Web: A Model for Socio-technical Networks. IEEE/WIC/ACM Web Intelligence Conference 2015, Dec 2015, Singapore, ACM DL and IEEE, pp: 461-468, 2015.
A. Sorici, G. Picard, O. Boissier, A .M. Florea. Gestionnaire multi-agent de contexte pour les applications d’intelligence ambiante. 23es Journées Francophones sur les Systèmes Multi-Agents (JFSMA’15), Jun 2015, Rennes, France. Cépaduès, 2015.
M. T. Benea, A. E. Seghrouchnia, A. M. Florea. CAmIE: An Agent-Based Model for the Development of Large-Scale AmI Environments. AmI 2015-European Conference on Ambient Intelligence (Workshops), 2015.
H. A. Salah, M. Mocanu, A.M. Florea. Mobile Phone Application (WATERDSS) Water Decision Support System for Water Management. International Research Journal of Engineering and Technology, ISSN: 2395-0072, Vol. 2, Iss. 7, 2015.
H.A., Salah, M. Mocanu, A.M. Florea. Implementation of the Web-based Decision Application WATERDSS: Water Decision Support System with Knowledge-Driven. International Journal of Enhanced Research in Management & Computer Applications, ISSN: 2319-7471, Vol. 4 Iss. 1, pp.55-67, January 2015.

2014

A. Olaru, A. M. Florea. Context Graphs as an Efficient and User-Friendly Method of Describing and Recognizing a Situation in AAL. Sensors, Springer, Vol. 14(6), p.1110-11134, 2014.
A. Ismail, A. M. Florea. Solving Experiment Reproducibility in Ambient Intelligence. University Politehnica of Bucharest Scientific Bulletin, Series C: Electrical Engineering and Computer Science, Vol. 76(1), p.17-30, 2014.
S. Radu, A. M. Florea. Bargain strategies for agent automated negotiation in an e-business environment. Scalable Computing: Practice and Experience, Published by UVT, Vol. 15(2), p.121-129, 2014.
I. Mocanu, L. Negreanu, A. M. Florea. Agents- Modeling under Fairness Assumptions in Event-B. 7th International Workshop on Multi-Agent Systems Technology and Semantics (MASTS 2013) in conjuncion with 7th International Symposium on Intelligent Distributed Computing (IDC2013), Springer, Vol. 511, p. 301-307, Praga, Cehia, Published 2014.
H.A. Salah, M. Mocanu, A. M. Florea. Towards an integrated decision support system for the evaluation of water pollution in Tigris Basin (DSSWAPIT). IEEE International Conference on Intelligent Computer Communication and Processing (ICCP), p.391-398, 2014.
A. Ciortea, O. Boissier, A. Zimmerman, A. M. Florea. Open and Interoperable Socio-technical Networks. 16th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing (SYNASC), IEEE , p.251-257, 2014.
B. Mogos, A. H. Mogos, A. M. Florea. A Data Mining Approach for Analyzing Several Voting Methods. 24th International Business Information Management Association Conference (IBIMA), Milan, Italy. p.1099-1112, November 2014.
M. Puica, I. Mocanu, A. M. Florea – Agent-based System for Affective Intelligent Environment. 7th International Workshop on Multi-Agent Systems Technology and Semantics (MASTS 2013) in conjuncion with 7th International Symposium on Intelligent Distributed Computing (IDC2013), Praga, Cehia, Vol. 511, p. 335-342, 2014.
A. H. Mogos, A. M. Florea. A Multi-Agent System for the Composition of Semantic Web Services Based on Complexity Functions and Learning Algorithms. Informatica Economica, Published by ASE, Vol.18(2), p.63-72, 2014. DOI 10.12948/issn14531305/18.2.2014.07
H. A. Salah, M Mocanu, A. M. Florea. Analysis of Data Mining Tools Used for Water Resources Management in Tigris River. Advanced Management Science, Academic Research Publishers, Vol.3(2) p.1-10, 2014.

2013

A. Olaru, A. M. Florea, A. E. Seghrouchni. A context-aware multi-agent system as a middleware for Ambient Intelligence. Mobile Networks and Applications, Springer, Vol. 18(3), p. 429-443, 2013.
S. Radu, E. Kalisz, A. M. Florea. A Model of Automated Negotiation Based on Agents Profiles. Scalable Computing: Practice and Experience, Published by UVT, Vol. 14(1), p.47-55, 2013.
Q. D. Pham, A. M. Florea. A method for detection of learning styles in learning management systems. University Politehnica of Bucharest Scientific Bulletin, Series C – Electrical Engineering and Computer Science, Vol. 75(4), p.3-12, 2013.
S. Radu, E. Kalisz, A.M. Florea. Automatic Negotiation with Profiles and Clustering of Agents. International Journal of Intelligence Science, Scientific Research, Vol. 3(2), 2013.
M. A. Puica, A. M. Florea. Emotional Belief-Desire-Intention Agent Model: Previous Work And Proposed Architecture. International Journal of Advanced Research in Artificial Intelligence, SAI, Vol. 2(2), p.1-8, 2013.
D. M Novischi, A. M Florea. Toward a real-time heterogeneous mobile robotic swarm: Robot platform and agent architecture. 17th International Conference on System Theory, Control and Computing (ICSTCC), IEEE p.772-776, 2013.
L. Negreanu, I. Mocanu, A. M. Florea. Formal Specification and Verification of Concurrent Agents in Event-B. 19th International Conference on Control Systems and Computer Science, 29-31 May 2013, Bucharest, Romania, IEEE, p.155-161. 2013.
I. Mocanu, L. Negreanu, A. M. Florea. A Multi-Agent System for Service Acquiring in Smart Environments. 6th International Symposium on Intelligent Distributed Computing – IDC 2012, Calabria, Italia, Springer Vol. 446, p. 297-306, 2013.
A. A. Ismail, C. Marian, A. M. Florea. A Framework for Consistent Experimentation in AmI. 19th International Conference Control Systems and Computer Science (CSCS), p. 465-470, 2013.
S. Dascalu, T. Scurtu, A. Urzica, M. Trascau, A. M. Florea. Using Norm Emergence in Addressing the Tragedy of the Commons. International Conference on Computational Collective Intelligence, Springer, Berlin, Heidelberg, p.165-174, 2013.
A. Ciortea, O. Boissier, A. Zimmermann, A. M. Florea, Reconsidering the Social Web of Things: Position Paper. 4th International Workshop on the Web of Things (WoT 2013) in conjunction with the 2013 ACM International Joint Conference on Pervasive and Ubiquitous Computing (UbiComp 2013), Zurich, Switzerland, ACM DL, p. 1535-1544, 2013.
A. A. Ismail, A. M. Florea, Multimodal Indoor Tracking of a Single Elder in an AAL Environment. 3rd International Symposium on Ambient Intelligence – Software and Applications, (ISAmI 2012), Springer, p.137-145, Published 2013.
A. Ciortea, O. Boissier, A. Zimmermann, A. M. Florea. Adding a Social Dimension to the Web of Things. Journees scientifiques SEmba 2013, Saint Germain au Mont d’Or, France, 2017. HAL Id: emse-01082444.
C. Danila, A. Stanescu, R. Goncalves, C. Agostinho, A. M. Florea, C. Serbanescu. Towards a holistic approach for Developing Sensing Enterprise Modelling Framework. IFAC Proceedings Volumes, Vol. 46(9), Elsevier, p.1304-1309, 2013.
D. M. Novischi, A. M. Florea. Toward a Real-Time Heterogeneous Mobile Robotic Swarm: Robot Platform and Agent Architecture. 3rd International Workshop on Applications of Software Agents, in conjunction with 17th International Conference on System Theory, Control and Computing (ICSTCC-2013) and Computing ICSTCC-2013, Sinaia, Romania, 11-13 octombre 2013, 772-776.

2012

A. Olaru, A. M. Florea, A. E. Seghrouchni. An Agent-Oriented Approach for Ambient Intelligence. University Politehnica of Bucharest Scientific Bulletin, Series C: Electrical Engineering and Computer Science, Vol. 74(3), p.45-58, 2012.
P. Q. Dung, A.M. Florea. Adaptation to Learners’ Learning Styles in A Multi-Agent E-Learning System. 8th International Scientific Conference eLearning and Software for Education Location: Bucharest, Leveraging technology for learning, Vol. II Book Series: eLearning and Software for Education, p.259-266, 2012.
C. Gratie, A. M. Florea. SCC-recursiveness revisited. Proceedings of the 9th International Workshop on Argumentation in Multi-Agent Systems (ArgMAS 2012), Valencia, Spain, Springer, 4 June 2012.
I. Mocanu, A. M. Florea. A multi-agent supervising system for smart environments. The 2nd International Conference on Web Intelligence, Mining and Semantics, Craiova, Romania, p.485-488, 13-15 June, 2012.
Q. D. Pham, A. M. Florea. A literature-based method to automatically detect learning styles in learning management systems. Proceedings of the 2nd International Conference on Web Intelligence, Mining and Semantics (WISM’12) International Conference Proceedings Series, published by ACM, Craiova, Romania, p. 412-418, 13-15 June 2012.
C. Gratie, A. M. Florea. Argumentation Semantics for Agents. European Workshop on Multi-Agent Systems (EUMAS 2011), Maastricht, The Netherlands, Lecture Notes in Computer Science, Springer, Vol. 7541, p. 129-144, 2012.
C. Gratie, A. M. Florea. Fuzzy labeling for argumentation frameworks, 8th International Workshop on Argumentation in Multi-Agent Systems (ArgMAS 2011), Taipei, Taiwan, 3 May, 2011, Lecture Notes in Computer Science, Springer-Verlag, Vol. 7543, p. 1-8, 2012.
C. Gratie, A. M. Florea, J.J. Meyer. Full hybrid mu-calculus, its bisimulation and application to argumentation. 13th International Workshop on Computational Logic in Multi-Agent Systems (CLIMA 2012), Lecture Notes in Artificial Intelligence, Springer-Verlag, Vol. 7486, p. 181–194, 2012.
Q. D. Pham, A. M. Florea. An approach for determining learning styles in learning management systems based on learners’ behavior. 1st International Conference on Education and Management Innovation (ICEMI’12) PEDR, Singapore, Vol.30, IACSIT Press., p. 171-17, 2012.
S. Radu, A. M. Florea. An Adaptive Multi-Agent System for e-Commerce. Advanced Computer Architecture and Compilation for High-Performance and Embedded Systems, Fiuggi, Itay, p. 297-300, 8-14 July 2012.
I. Mocanu, S. Anton, A. M. Florea. Human Pose Recognition and Pattern Discovery. Fostering Innovation in Healthcare Services, Brasov, Romania, p.131-136, 14-15 March 2012.

2011

Urzica, Andreea, Andrei-Horia Mogos, Adina Magda Florea. A Reputation based Negotiation Model for Barter Transactions between Software Agents. International Journal on Artificial Intelligence Tools (IJAIT), Vol. 20, No. 6, 2011, pages 1001-1020.
Olaru, Andrei and Florea, Adina Magda. Context-aware agents for developing AmI applications. Journal of Control Engineering and Applied Informatics, Vol. 13, No. 4, 2011, 42-50.
Irina Mocanu, Adina Magda Florea. A Model for Activity Recognition and Emergency Detection in Smart Environments. AMBIENT 2011: The First International Conference on Ambient Computing, Applications, Services and Technologies, Barcelona, Spania, 23-29 Octombrie, 2011, 13-19.
Irina Mocanu, Adina Magda Florea. A Multi-agent System for Human Activity Recognition in Smart Environments. Intelligent Distributed Computing V, Vol. 382, Springer-Verlag, Proceedings of the 5th International Symposium on Intelligent Distributed Computing, Delft, Olanda, 5-7 Octombrie 2011, 291-301.
A. Florea. Self-organizing context aware agent systems. . Proc. of 13th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing, 2011. Invited paper. Published by IEEE.
Neata, Sofia, Andreea Urzica, and Adina Magda Florea. Trust Model for Virtual Organizations. 13th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing, 2011, September 26-29, 2011, Timisoara, Romania.
Olaru, Andrei and Florea, Adina Magda and El Fallah Seghrouchni, Amal. Graphs and Patterns for Context-Awareness. Ambient Intelligence – Software and Applications, 2nd International Symposium on Ambient Intelligence (ISAmI 2011), Salamanca, Spain, 6-8 April, 2011, 165-172
Andreea Urzica, Sofia Neata, Adina Magda Florea. Contextual Reputation Extraction for Trust Decision in MAS. The 18th International Conference on Control Systems and Computer Science, Bucuresti, Romania, 24-27 Mai, 2011.

2010

A. Olaru, C. Gratie, A. M. Florea. Emergent Properties for Data Distribution in a Cognitive MAS. Computer Science and Information Systems, COMSIS, Volume 7, no. 3 (June 2010), p.643-660.
A. Mogos, A. M. Florea. A method to compare TWO complexity functions using complexity classes. UPB SCIENTIFIC BULLETIN Series A – Applied Mathematics and Physics, No.2, 2010, p.69-84.
A. Olaru, C. Gratie, A. M. Florea. Context-Aware Emergent Behaviour in a MAS for Information Exchange, Scalable Computing: Practice and Experience, Volume 11, no. 1 (March 2010), p.33–42.
A. Olaru, C. Gratie, A. M. Florea. Designing Self-Organizing Cognitive Multi-Agent Systems. In Advanced Computational Technologies, Editors: Florin Gheorghe Filip and Calin Enachescu, Romanian Academy Press, 2010.
A. Urzica, A. H. Mogos, A. M. Florea. An economy model based on barter exchanges between software agents. Proc. of MASTS 2010, the 2nd International Workshop on Multi-Agent Systems Technology and Semantics, in conjunction with the 4th International Symposium on Intelligent Distributed Computing, September 16-18, 2010, Tangier, Morocco.
A. Olaru, A. El Fallah Seghrouchni, A. M. Florea. Ambient Intelligence: From Scenario Analysis Towards a Bottom-Up Design. Proc. of IDC’2010, the 2nd International Workshop on Multi-Agent Systems Technology and Semantics, in conjunction with the 4th International Symposium on Intelligent Distributed Computing, September 16-18, 2010, Tangier, Morocco.
A. El Fallah Seghrouchni, A. Olaru, A. M. Florea. Multi-Agent Systems: a Paradigm to Design Ambient Intelligent Applications. Invited paper. Proc. of IDC’2010, the 2nd International Workshop on Multi-Agent Systems Technology and Semantics, in conjunction with the 4th International Symposium on Intelligent Distributed Computing, September 16-18, 2010, Tangier, Morocco.
C. Gratie, A. M. Florea. Generic Representation for Extension-Based Semantics of Argumentation Frameworks. Proc. of SYNASC 2010, the12th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing, Timisoara, Romania, September 23-26, 2010.
L. Bucur, A. M. Florea. Exploring Chaos with Sparse Kernel Machines. Proc. of SYNASC 2010, the12th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing, Timisoara, Romania, September 23-26, 2010.
M. Bardac, R. Deaconescu, A. M. Florea. Scaling Peer-to-Peer Testing using Linux Containers. The 9-th Romanian Educational Network (RoEduNet) International Conference, 24-26 June 2010, Sibiu, Romania, p.287-292.
A. Olaru, A. M. Florea. A Graph-Based Approach to Context Matching. Proc. of AcSys 2010, the 7th Workshop on Agents for Complex Systems, in conjuction with SYNASC 2010 – 12th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing, Timisoara, Romania, September 23-26, 2010.
L. Bucur, A. M. Florea, S. Petrescu. An Adaptive Fuzzy Neural Network for Traffic Prediction. 18th Mediterranean Conference on Control and Automation (MED’10), Marrakech, Morocco, June 23-25, 2010.
S. Petrescu, L. Bucur, A Florea. Real time traffic monitoring based on travel time minimization. 12th LSS Symposium – Large Scale Systems: Theory and Applications, 12-14 July 2010, Villeneuve d’Asxq, France.

2009

A. M. Florea, E. Kalisz, A. Olaru. Levels of Emergent Behaviour in Agent Societies. Proc. of CASYS’09, the 9th International Conference on Computing Anticipatory Systems, American Institute of Physics (AIP) Conference Proceedings, HEC-ULg, Liège, Belgia, 3-8 August 2009, p.81-88.
C. Gratie, A. M. Florea, Alleviating Urban Traffic Congestion by Means of Adaptive Routing, Proc. of SYNASC 2009, 11th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing (IEEE CPS), Timişoara, România, 6-29 Sept. 2009, p.77-80.
A. H. Mogos, A. M. Florea. Complexity classes for multi-variable complexity functions. Annals of DAAAM for 2009 & Proceedings of the 20th International DAAAM Symposium, B.Katalinic (Editor), Published By DAAAM International, Vienna, Austria, 2009, p.1813-1814.
A. H. Mogos, A. M. Florea. Comparing Two Multivariable Complexity Functions Using One-variable Complexity Classes. Informatica Economica, Vol. 13, No. 4/2009, December 2009, p.116-128.
A. Olaru, A. Florea. Emergence in Cognitive Multi-Agent Systems. Proc of CSCS17, 17th International Conference on Control Systems and Computer Science, MASTS Workshop, 26-29 May, 2009, Bucharest, Romania, Vol.2, p.515-522.
A. H. Mogos, A. M. Florea. Comparing Two Complexity Functions Using g(n) – Comparable Complexity Functions. Proc. of CSCS 17, the 17th International Conference on Control Systems and Computer Science, 26-29 May 2009, Bucharest, Romania, vol. 1, p.155-160.
A. H. Mogos, A. Florea. Composing Semantic Web Services for the Blocks World, Proc. of the 9th International Conference on Informatics in Economy, 7-8 May 2009, Bucharest, Romania, p.741-746.
A. H. Mogos, A. M. Florea. A Method To Compare Two Multivariable Complexity Functions. Proceedings of the 4th International Conference on Knowledge Management: Projects, Systems and Technologies, 6-7 November 2009, Bucharest, Romania, p.61-65.
L. Bucur, S. Petrescu, A. Florea. A Neural Model for Traffic Prediction in Large Networks, Proc. of CSCS17, 17th International Conference on Control Systems and Computer Science, 26-29 May, 2009, Bucharest, Romania, Vol.1, p.169-174.

2008

A. Mogos, A. Florea. Approximating Mathematical Semantic Web Services Using Semantic Description Decomposition and Approximation Formulas, Economy Informatics, vol. 8, no. 1-4, 2008, ASE, Bucharest, Romania, p. 16-18.
A. Mogos, A. Florea. Solving the Countdown Problem Using Automatic Composition of Semantic Web Services. Proc. of ACSys’08, the 5th Workshop on Agents for Complex Systems, in conjunction with SYNASC 2008, the 10th International Workshop on Symbolic and Numeric Algorithms for Scientific Computing, IEEE Computer Society Press, 2008, p.227-232.
A. Florea, E. Kalisz. A Negotiation Learning Model for Open Multi-Agent Environments, International Journal of Computing Anticipatory Systems (IJCAS), Vol.20, 2008, CHAOS, Liège, Belgium, 2008, p.121-130.

2007

A. Florea, E. Kalisz. Adaptive Negotiation Based on Rewards and Regret in a Multi-agent Environment, Proc. of 4th Int. Workshop on Agents for Complex Systems, in conjunction with SYNASC-2007, September 26 – 29, 2007, Timisoara, Romania, IEEE Computer Society Press (CPS), p. 254-259, 2007.
A. Florea, S. Radu. Enhancing Pen-based Experiences with the Use of Concept Maps. Proc. of 1st International Workshop on Pen-Based Learning Technologies, 24-25 Mai 2007, Catania, Italia, IEEE Computer Society Conference Publishing Service (CPS), p.17-22, 2007.

2006

M. Stan, B. Stan, A. Florea. A dynamic strategy agent for supply chain management. Proc. of SYNASC 2006, 8th International Workshop on Symbolic and Numeric Algorithms for Scientific Computing, Workshop on Agents for Complex Systems, sept. 2006, IEEE Computer Society Press, p.227-232.
E.Kalisz, A.Florea, Could Intelligent Tutors Anticipate Successfully User Reactions?. American Institute of Physics Conference Proceedings AIP, D.M.Dubois (ed.), vol.839, Melville, New York, 2006, p.493-499.

2005

A Florea, E. Kalisz. Embedding emotions in an artificial tutor. Proc. of SYNASC 2005, 7th International Workshop on Symbolic and Numeric Algorithms for Scientific Computing, IEEE Computer Society Press, 2005, p.223-228.
H. Desmier, F. Guillet, A. Florea, H. Briand, V. Philippé. Modélisation d’un agent émotionnel. Revue des Nouvelles Technologies de l’Information, Vol. RNTI-E-3, Cépaduès Editions, 2005, p.637-642.
S. Daviet, F. Guillet, H. Briand, A. Florea. Modélisation des interaction entre individus avec AgentUML. Revue des Nouvelles Technologies de l’Information, Vol. RNTI-E-3, Cépaduès Editions, 2005, p.613-624.

2004

C.Carabelea, O.Boissier, A. Florea. Autonomy in MAS: A classification attempt. In Matthias Nickles, Michael Rovatsos, Gerhard Weiss (eds.): Agents and Computational Autonomy: Potentials, Risks and Solutions. Lecture Notes in Computer Science, Volume 2969, Springer-Verlag Berlin/Heidelberg, 2004, p.103-113.
A.Florea, E.Kalisz. Behavior anticipation based on beliefs, desires and emotions. International Journal of Computing Anticipatory Systems, CHAOS, Liege, Belgia, 2004, vol.14, p.37-47.
A. Lupei, C. Niculescu, A. Florea. An Agent for Supply Chain Management. Analele Universitatii de Vest din Timisoara, Seria Matematica-Informatica, Year 2004, Volume XLII, Special Issue on Computer Science II, p.103-116.
C. Popescu, A. Florea. Search for extraterrestrial intelligence using agents. Advances in Electrical and Computer Engineering. Vol. 1, No. 1 / 2004, p.57-62.
A. Lupei, C. Niculescu, A. Florea. PhantAgent: A trading agent for supply chain management. In Proc. of SYNASC 2004, 6th International Workshop on Symbolic and Numeric Algorithms for Scientific Computing, IEEE Computer Society Press, 2004, p.137-143.
A. Florea. Intelligent agents and electric energy applications. In Proc. of International Symposium on Artificial Intelligence Systems for Electroenergetics, Galati, 29-30 Sept. 2004, p.261-272.

2003

O. Boissier, C. Carabelea, A. Florea. Autonomie dans les systèmes multi-agents. Technique et Science Informatiques, Volume 22, Number 4, 2003, p.191-204.
A. Florea, C. Carabelea. Genetic Models for the Rational Exploitation of Resources. Advances in Soft Computing – Engineering, Design and Manufacturing, Springer Engineering Series, Springer, London, 2003, p.351-360.
A. Florea, E. Kalisz. Conceptual models in multi-agent systems. In Proc. of CSCS14, the 14th International Conference on Control Systems and Computer Science, Bucharest, 2-5 July, 2003, p.115-120.
Carabela, C., O. Boissier, A. Florea. Deploying multi-agent systems on small devices. In Proc. of CSCS14, the 14th International Conference on Control Systems and Computer Science, Bucharest, 2-5 July, 2003, p.125-130.

2002

A. Florea, E. Kalisz, C. Carabelea. Genetic Multi-agent Planning of Self-interested Agents. In Proc. of GECCO-2002, Genetic and Evolutionary Computation Conference, New York City, New York, July 9-13, 2002, p.153-160.
A. Florea. Using Utility Values in Argument-based Negotiation. In Proc. of IC-AI’02, the 2002 International Conference on Artificial Intelligence, Las Vegas, Nevada, USA, 24-27 June 2002, p.1021-1026, CSREA Press.

2001

A. Florea, E. Kalisz, Anticipatory Attributes of Agent Behaviour in MAS. In American Institute of Physics: Computing Anticipatory Systems, D. Dubois (Ed.), Vol. 627, 2001, p.359-364.
A. Florea. Introduction to Multi-Agent Systems. In Proc. of Continuous Education Program on Intelligent Agents Technology and Knowledge Processing, Bucharest, 24 June – 4 July 2001, p.49-60.
A. Florea. Applications of MAS in Open and Distance Learning. In Proc. of Continuous Education Program on Intelligent Agents Technology and Knowledge Processing, Bucharest, 24 June – 4 July 2001, p.232-241.
V. Cristea, A. Florea, A.M. Stanescu. Collaborative Enterprise Universitary Pilot Architectural Model. In Proc. of ICE2001, 7th International Conference on Concurrent Enterprising, Bremen, Germany, 27-29 June 2001, p.311-318.

2000

A. Florea, E. Kalisz, C. Carabelea. Genetic prediction of a multi-agent environment evolution. In American Institute of Physics: Computing Anticipatory Systems. D. Dubois (Ed.), Vol. 573, 2000, p.217-224.
A. Florea. Genetic Estimation of Competitive Agents Behavior. In Proc. of CEC2000, the Congress on Evolutionary Computation, San Diego, CA, USA, July 16-19, 2000, p.418-423.
E. Kalisz, A. Florea. A GPSS simulation model of interactions in a market-based multi-agent system. In Proc. of Agents Simulation International Workshop, Passau, 3-5 May, 2000, p.145-150.
A. Florea, B. Panghe. Achieving Cooperation of Self-interested Agents Based on Cost. In Proc. of the 15th European Meeting on Cybernetics and System Research, Session: From Agent Theories to Agent Implementation, Vienna, Austria, 25-28 April, 2000, p.591-596.
A. Florea, S. G. Pentiuc, D. Kayser. Interactions and User Management in a Tele-Learning Web-Based Course. In Proc. of Research and Innovation in Open and Distance Learning, Prague, 16-17 March 2000, Published by EDEN.
A. Florea, D.Tecuci, B. Panghe. AGCOR: A System for Organizational Design and Coordination using Intelligent Agents. In Proc. of the Summer School on “Agent-based Approaches in Intelligent Systems”, Bucharest, 13-16 July, 2000, p.177-186.
A. Florea. Agent-oriented software engineering and methodologies. In Proc. of the 4th Simposyum on Management and Engineering of Software Products, Bucharest, 18-19 May, 2000, p.77-84.
Stanescu, A.M., V. Cristea, A. Florea, A. Curaj. Cluster projects for promoting within concurrent enterprising paradigm. In Proc. of the 6th Int. Conference on Concurent Enterprising (ICE2000), Toulouse, France, 28-30 June, 2000, p.173-180.

< 2000

A. Florea. An agent-based collaboration learning system. In Proc. of ICCE99, The 7th International Conference on Computers in Education, Chiba, Japan, 4-7 November, 1999, p.161-164.
Cristea, P., A. Florea. Artificial Intelligence and Neural Network Based Tools for Cooperative Learning. In Proc. of the International Workshop on Interactive Computer Aided Learning Tools and Applications, M. Auer, U. Ressier (Eds.). Villach, Austria, 6-8 October, 1999, p. 57-65.
A. Florea, P. Cristea. Multi-Agent Model of Manufacturing Systems. In Proc. of WMC 1999, the Second World Manufacturing Congress, S. Nahavandi and M. Saadat (Eds.), Durham, UK, 27-30 September, 1999, p. 282-288.
Cristea, V., A. Florea. Concurrent learning in virtual organisations. In Proc. of ICE’99, the 5th International Conference on Concurrent Enterprising, Hague, The Netherlands, 15-17 March, 1999, p.385-392.
A. Florea, D. Kayser, E. Le Cren. Construction et gestion d’un telecours sur les agents intelligents. In Proc. of Deuxiemes entretiens internationaux sur l’enseignement à distance. Poitiers, 1-2 decembrie, 1999, p.145-150.
A. Florea. Cost-based cooperation of self-interested agents. In Proc of CSCS12, the 12th International Conference on Control Systems and Computer Science, Bucharest, 26-28 May, 1999, p.62-67.
A. Florea. Computer supported cooperative learning. Higher Education in Europe, Vol. XXIII, No. 2, 1998, p.195-204.
A. Florea. TLI: A model of default reasoning. Buletinul Stiintific al Universitatii “Politehnica” din Bucuresti, Seria C (Electrical Engineering), Vol. 60, No.3-4,1998, p.367-379.
V. Cristea, A. Florea. Collaboration in high-performance computing via Internet. In Proc. of Internet98, the International Conference on Internet Technologies, Vinnitsa, Ukraina, 15-20 November, 1998, p.28-35.
A. Florea, D. Tecuci. A multi-agent system for coordinating organizations. In Proc. of SACCS’98, the 6th International Symposium on Automatic Control and Computer Science, Iasi, Romania, 20-21 November, 1998.
A. Florea. Intelligent agents technology in virtual enterprise design. In Proc. of ISoCE’98, the First International Symposium on Concurrent Enterprising, Sinaia, Romania, 4-6 June, 1998, p.107-117.
A. Florea. Assumption-based reasoning of intelligent agents. In Proc. of CSCS11, the 11th International Conference on Control Systems and Computer Science, Bucharest, 28-30 May, 1997, p.126-133
A. Florea. A computer-based perspective of action. In Praxiologies and the Philosophy of Economics, The International Annual of Practical Philosophy and Methodology. J.L. Auspitz, W. W. Gasparski, M. Mlicki, K. Szaniawski (Eds.), Transactions Publishers, New Brunswick, 1993, p.595-599.
A. Florea, C. Ioneci. Building diagnosis expert systems in an integrated environment. In Proc. of CSCS8, the 8th International Conference on Control Systems and Computer Science, Bucharest, 24-27 May, 1991, p.37-43.
V. Beiu, A. Florea, S. Georgescu. NEUROSIM: A neural network simulator. In Proc. of CSCS8, the 8th International Conference on Control Systems and Computer Science, Bucharest, 24-27 May, 1991, p.8-14.
M. Vasilescu, J. Vinersan., A. Florea. SETOX – an expert system in organophosphoric compounds poisoning. In Proc. of the 10th International Biophysics Congress, Vancouver, Canada, 29 July-3 August, 1990.
A. Florea, C. Ioneci. An intelligent medium for rule knowledge base development. In Designing and Using Human-Computer Interfaces and Knowledge Based Systems, Proc. of the Third International Conference on Human Computer Interaction, Vol.II, G. Salvendy and M.J. Smith (Eds), Elsevier, September, 1989, p. 885-892.*
A. Florea, C. Ioneci. A friendly knowledge-based system for diagnosis. In Proc. of MICROSYSTEM’89, the 7th Int. Conf. on Computer Systems, Carlsbad (Karlovy Vary), 18-21 septembrie, 1989, p.213-220.
A. Florea, V. Beiu, S. Georgescu. Expert systems development with a neural network simulator. In Proc. of the 5th Int. Conf. on Artificial Intelligence and Information Control Systems of Robots, Strbske Pleso, 9-11 noiembrie, 1989, p.156-162.
M. Bărbuceanu, A. Florea. Domain-independent knowledge engineering architecture for CAD. ACM SIGART Newsletter, 2, 1985. p.104-106.
M. Bărbuceanu, A. Florea. Integrating representation in a system for building expert systems. In Proc. of the Int. Conf. on Artificial Intelligence: Methods, Systems and Applications, Varna, 15-17 octombrie, 1984, p.172-176.

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