Selecție publicații – Departamentul AII

2022

Borangiu, T., Răileanu, S. A smart palletising planning and control model in Logistics 4.0 framework, International Journal of Production Research, 2022
Popescu D, El-Khatib M, Ichim L. Skin Lesion Classification Using Collective Intelligence of Multiple Neural Networks. Sensors (Basel). 2022 Jun 10;22(12):4399.
Popescu, D.; Stanciulescu, A.; Pomohaci, M.D.; Ichim, L. Decision Support System for Liver Lesion Segmentation Based on Advanced Convolutional Neural Network Architectures. Bioengineering 2022, 9, 467.
Popescu, D.; El-Khatib, M.; El-Khatib, H.; Ichim, L. New Trends in Melanoma Detection Using Neural Networks: A Systematic Review. Sensors 2022, 22, 496.
Dobrica Liliana, Robotic Process Automation Platform UiPath, COMMUNICATION OF THE ACM, Volume 65, Issue 4, Page 42-43, 2022
F. Lacatusu, A.D. Ionita, M. Lacatusu, A. Olteanu, Performance Evaluation of Information Gathering from Edge Devices in a Complex of Smart Buildings, Sensors, Volume 22, Issue 3, Article Number 1002, FEB 2022
M. Lacatusu, A.D. Ionita, F.D. Anton, F. Lacatusu, Analysis of Complexity and Performance for Automated Deployment of a Software Environment into the Cloud, APPLIED SCIENCES-BASEL, Volume 12, Issue 9, Article Number 4183, May 2022
Damian, A.D. Ionita, S.O. Anton, Community- and Data-Driven Services for Multi-Policy Pedestrian Routing, Sensors, Volume 22, Issue 12, Article Numbe 4515, June 2022
Repta, D; Dumitrache, I; Sacala, IS; Moisescu, MA; Stanescu, AM ; Caramihai, SI , Automated process recognition architecture for cyber-physical systems, ENTERPRISE INFORMATION SYSTEMS, Volume12, DOI10.1080/17517575.2018.1521997, Published 2018, Indexed 2018-10-16, Accession Number WOS:000446349200011
Mircea Stefan SIMOIU, Ioana FAGARASAN, Stephane PLOIX, Vasile CALOFIR; Modeling the energy community members’ willingness to change their behaviour with multi-agent systems: A stochastic approach; Renewable Energy, Volume 194, Iulie 2022, Pages 1233-1246.
Rosioru, Sabin, Viorel Mihai, Mihai Neghina, Daniel Craciunean, and Grigore Stamatescu. 2022. “PROSIM in the Cloud: Remote Automation Training Platform with Virtualized Infrastructure” Applied Sciences 12, no. 6: 3038.
Oana Chenaru, Stefan Mocanu, Radu Dobrescu, Maximilian Nicolae, “Enhancing Antifragile Performance of Manufacturing Systems through Predictive Maintenance”, Applied Sciences, vol.12, issue 23, December 2022
Ungureanu C, Tihan GT, Zgârian RG, Fierascu I, Baroi AM, Răileanu S, Fierăscu RC. Metallic and Metal Oxides Nanoparticles for Sensing Food Pathogens-An Overview of Recent Findings and Future Prospects. Materials (Basel). 2022 Aug 4;15(15):5374.
Olteanu, A.; Cernian, A.; Gâgă, S.-A. Leveraging Machine Learning and Semi-Structured Information to Identify Political Views from Social Media Posts. Appl. Sci. 2022, 12, 12962. https://doi.org/10.3390/app122412962
Bogdan George Nica, Ruben Iacob Munteanu, Vasile Calofir, Mihail Iancovici; Modelling nonlinear behavior of 3D frames using the Force Analogy Method; Structures, Vol. 35, Pag. 1162-1174, Ian. 2022
Munteanu, RI; Mota, F; Calofir, V; Baciu, C; New approach to nonlinear dynamic analysis of reinforced concrete 3D frames; An accurate and computational efficient mathematical model; Applied Sciences (2076-3417) . Feb2022, Vol. 12 Issue 3, p1692

2021

Grigore Stamatescu, Claudia Chitu, Privacy-Preserving Sensing and Two-Stage Building Occupancy Prediction Using Random Forest Learning, Journal of Sensors, vol. 2021, Article ID 8000595, 12 pages, 2021.
Dobrescu, R ; Mocanu, S ; Chenaru, O; Nicolae, M ; Florea, G; Versatile edge gateway for improving manufacturing supply chain management via collaborative networks, International Journal of Computer Integrated Manufacturing, Volume: 34 Issue: 4, Pages: 407-421, DOI: 10.1080/0951192X.2021.1879401, Published: APR 3 2021.
Cernian, A.; Vasile, N.; Sacala, I.S. Fostering Cyber-Physical Social Systems through an Ontological Approach to Personality Classification Based on Social Media Posts. Sensors 2021, 21, 6611, eISSN1424-8220, https://doi.org/10.3390/s21196611.
Mircea Stefan SIMOIU, Ioana FAGARASAN, Stephane PLOIX, Vasile CALOFIR; Optimising the self-consumption and self-sufficiency: A novel approach for adequately sizing a photovoltaic plant with application to a metropolitan station; Journal of Cleaner Production, Vol. 327, dec. 2021, 129399, ISSN 0959-6526
Anton, F.D., Ionita, A.D. (2021). Cloud-Enabled Modeling of Sensor Networks in Educational Settings. In: Pop, F., Neagu, G. (eds) Big Data Platforms and Applications. Computer Communications and Networks. Springer, Cham.
Raileanu, S., Borangiu, T., Anton, F.D., Anton, S.: Open source machine vision platform for manufacturing and robotics, IFAC-PapersOnLine 54(1):522-527, Proc. 17th IFAC Symposium on Information Control Problems in Manufacturing (INCOM), Elsevier.
D. Popescu, M. Deaconu, L. Ichim and G. Stamatescu, Retinal Blood Vessel Segmentation Using Pix2Pix GAN, 29th Mediterranean Conference on Control and Automation (MED), 2021, pp. 1173-1178
Barbulescu, A; Serban, C; Caramihai, S, Assessing Soil Pollution Using a Genetic Algorithm, Romanian Journal of Physics, Volume66, Issue3-4, Article Number806, Published2021.
Dobrica Liliana, Knowledge in Action Towards Better Knowledge Management in Organizations, in Management Research and Practice, Volume: 13, Issue: 2, Pages: 26-35, Published: JUN 2021
Robert-Alexandru Craciun, Pietraru Radu Nicolae, Moisescu Mihnea Alexandru, Consumers Regulations for Internet of Things, in Politehnica University of Bucharest (UPB) Scientific Bulletin, Series C-Electrical Engineering and Computer Science (ISSN: 1454-234X)” 2021
C. Nichiforov and M. Alamaniotis, Load-Based Classification of Academic Buildings using Matrix Profile and Supervised Learning, 2021 IEEE PES Innovative Smart Grid Technologies Europe (ISGT Europe), 2021, pp. 01-05.

2020

Cristina Morariu, Octavian Morariu, Silviu Răileanu, Theodor Borangiu (2020). Machine learning for predictive scheduling and resource allocation in large scale manufacturing systems, J. Computers in Industry, Vol. 120, 103244, Elsevier.
L. Ichim and D. Popescu, Melanoma Detection Using an Objective System Based on Multiple Connected Neural Networks, in IEEE Access, vol. 8, pp. 179189-179202, 2020.
Roxana Marcu, Dan Popescu, Healthcare Customer Relationship Management: Marketing Process Deliverable Approach, Studies in Informatics and Control, ISSN 1220-1766, vol. 29(3), pp. 329-336, 2020. https://doi.org/10.24846/v29i3y202006
Ichim, L.; Popescu, D. Segmentation of Vegetation and Flood from Aerial Images Based on Decision Fusion of Neural Networks. Remote Sens. 2020, 12, 2490.
Culita, J., Caramihai, S. I., Dumitrache, I., Moisescu, M. A., & Sacala, I. S. (2020). An Hybrid Approach for Urban Traffic Prediction and Control in Smart Cities. Sensors, 20(24), 7209.
Lacatusu, F, Ionita, AD, Architecture for Monitoring Risk Situations in a University Environment, Revue Roumaine des Sciences Techniques-Serie Electrotechnique et Energetique, Volume: 65 Issue: 3-4 Pages: 259-263, JUL-DEC 2020
Stamatescu, I ; Mihalache, R ; Arghira, N; Fagarasan, I ; Stamatescu, G, -Model for Optimized EVSE Deployment in Dense Urban Areas, IECON 2020: The 46th Annual Conference of the IEEE Industrial Electronics Society, IEEE Proceedings IECON 2020, 2020, Pages: 5170-5175, 2020.
Stamatescu, G; Stamatescu, I; Arghira, N; Fagarasan, I, Cybersecurity Perspectives for Smart Building Automation Systems, 12th International Conference on Electronics, Computers and Artificial Intelligence (ECAI), Location: Bucharest, ROMANIA, Date: JUN 25-27, 2020
Borangiu, T., Oltean, E., Răileanu, S., Anton, F., Anton, S., Iacob, I. (2020). Embedded Digital Twin for ARTI-Type Control of Semi-continuous Production Processes. In: Borangiu, T., Trentesaux, D., Leitão, P., Giret Boggino, A., Botti, V. (eds) Service Oriented, Holonic and Multi-agent Manufacturing Systems for Industry of the Future. SOHOMA 2019. Studies in Computational Intelligence, vol 853. Springer, Cham.
Borangiu, T., Oltean, E.V., Răileanu, S., Iacob, I., Anton, S., Anton, F. (2020). Modelling Service Processes as Discrete Event Systems with ARTI-Type Holonic Control Architecture. In: Nóvoa, H., Drăgoicea, M., Kühl, N. (eds) Exploring Service Science. IESS 2020. Lecture Notes in Business Information Processing, vol 377. Springer, Cham.

2019

Nichiforov, C.; Stamatescu, G.; Stamatescu, I.; Făgărăşan, I. Evaluation of Sequence-Learning Models for Large-Commercial-Building Load Forecasting. Information, 10, 189, 2019
Ionita, A., Olteanu, A., Pietraru, R.: Knowledge-based Education and Awareness about the Radiological and Nuclear Hazards, 11th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management, KEOD, pp. 154-163, Viena, Austria, 2019
R. Dobrescu, D. Merezeanu, S. Mocanu, Process simulation platform for virtual manufacturing systems evaluation, Computers in Industry, Volume 104, pp. 131-140, 2019
Stamatescu, G., Făgărăşan, I., Sachenko, A., Sensing and Data-Driven Control for Smart Building and Smart City Systems, Journal of Sensors, Volume 2019 |Article ID 4528034, 2019
R. Dobrescu, D. Merezeanu, S. Mocanu, Context-aware control and monitoring system with IoT and cloud support, Computers and Electronics in Agriculture, Volume 160, pp. 91-99, 2019
Popescu, D.; Stoican, F.; Stamatescu, G.; Chenaru, O.; Ichim, L. A Survey of Collaborative UAV–WSN Systems for Efficient Monitoring, Sensors, 19, 4690, 2019
Th. Borangiu, D. Trentesaux, A. Thomas, P. Leitão, J. Barata, Digital transformation of manufacturing through cloud services and resource virtualization, Computers in Industry, Volume 108, pp. 150-162, 2019
Popescu D., Ichim L., Cioroiu G. (2019) Deep CNN Based System for Detection and Evaluation of RoIs in Flooded Areas. In: Gedeon T., Wong K., Lee M. (eds) Neural Information Processing. ICONIP 2019. Lecture Notes in Computer Science, vol 11953. Springer, Cham
Anton F., Borangiu T., Răileanu S., Anton S., Ivănescu N., Iacob I. (2020) Secure Sharing of Robot and Manufacturing Resources in the Cloud for Research and Development. In: Berns K., Görges D. (eds) Advances in Service and Industrial Robotics. RAAD 2019. Advances in Intelligent Systems and Computing, vol 980. Springer, Cham
Mocanu S., Chiriac A.M., Popa C., Dobrescu R., Saru D. (2019) Identification and Trust Techniques Compatible with eIDAS Regulation. In: Li J., Liu Z., Peng H. (eds) Security and Privacy in New Computing Environments. SPNCE 2019. Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering, vol 284. Springer, Cham
Dumitrache, I.; Caramihai, S.I.; Moisescu, M.A.; Sacala, I.S.; Vladareanu, L.; Repta, D. A Perceptive Interface for Intelligent Cyber Enterprises, Sensors 2019, 19, 4422.

2018

Oltean, V.E., Borangiu, T., Raileanu, S., On capacity measurement in two classes of shop floor problems with multifunctional parallel machines, Service Orientation in Holonic and Multi-Agent Manufacturing, Proceedings of SOHOMA 2017, Springer book series Studies in Computational Intelligence, Volume 762, Chapter 36, pp. 477-487, Springer, Cham, 2018
I. Stamatescu, S. Ploix, I. Făgărăşan and G. Stamatescu, Data Center Server Energy Consumption Optimization Algorithm, 26th Mediterranean Conference on Control and Automation (MED), Zadar, pp. 813-818, 2018
Morariu, O., Morariu, C., Borangiu, T., Policy-based security for distributed manufacturing execution systems, International Journal of Computer Integrated Manufacturing, Vol. 31, Issue: 3, pp. 306-317, Taylor and Francis, 2018
Popescu, D., Ichim, L., Intelligent image processing system for detection and segmentation of regions of interest in retinal images, Symmetry 10(3):73 , Basel, 2018
A. Costache, D.Popescu, C. Popa, S.Mocanu, Efficient Video Monitoring of Areas of Interest, 26th Telecommunications Forum (TELFOR), Belgrade, pp. 1-4, 2018
Răileanu, S., Anton, F., Borangiu, T., Anton, S., Nicolae, M., A cloud-based manufacturing control system with data integration from multiple autonomous agents, J. Computers in Industry, Volume 102, pp. 50-61, Elsevier, 2018
M. Nicolae, S. Mocanu, M. Craciunescu and R. Dobrescu, Trajectory Control of an Autonomous System dedicated to Assisted Living, 22nd International Conference on System Theory, Control and Computing (ICSTCC), Sinaia, pp. 421-425, 2018
Caramihale, T., Popescu, D., Ichim, L., Emotion classification using a tensorflow generative adversarial network implementation, Symmetry 10(9):414 , Basel, 2018
Repta, D., Dumitrache, I., Sacala, IS, Moisescu, MA, Stanescu, AM, Caramihai, SI, Automated process recognition architecture for cyber-physical systems, Enterprise Information Systems, 12:8-9, 1129-1148, 2018
A. Duluta, Ş. Mocanu, D. Saru, On Improving Students’ Performance through Combined Statistics and Data Mining Analysis, eLearning & Software for Education, Vol. 2, pp. 309-316, 2018
Ionita, A.D., Anton, F. and Olteanu, A., Sensor Network Modeling as a Service, 8th International Conference on Cloud Computing and Services Science (CLOSER 2018), pages 346-353, 2018
Pietraru, R.N., Nicolae, M., Anghel, M., Reengineering learning scenarios with technologies based on ubiquitous computing, eLearning & Software for Education, Vol. 2, pp. 341-348, 2018
Popescu, D., Dragana, C., Stoican, F., Ichim, L., Stamatescu, G., A Collaborative UAV-WSN Network for Monitoring Large Areas, Sensors (Basel) 18(12): 4202, 2018

2017

O. Chenaru, D. Popescu, D. Enache, L. Ichim and F. Stoican, Improving operational security for web-based distributed control systems in wastewater management, 2017, 25th Mediterranean Conference on Control and Automation (MED), Valletta, pp. 1089-1093, 2017
Iulia Stamatescu, Nicoleta Arghira, Ioana Făgărăşan, Grigore Stamatescu, Sergiu Stelian Iliescu, Vasile Calofir, Decision Support System for a Low Voltage Renewable Energy System, Energies, MDPI, vol. 10(1), pages 1-15, January, 2017
Thomas, A., Borangiu, T., Trentesaux, D. , Holonic and multi-agent technologies for service and computing oriented manufacturing, Journal of Intelligent Manufacturing, Springer, Volume: 28, Issue: 7, pp. 1519-1530, October 2017
Stamatescu, Grigore; Stamatescu, Iulia; Arghira, Nicoleta; Fagarasan, Ioana, Pervasive System Architecture for Optimal HVAC Control in Smart Buildings, 12th IEEE Conference on Industrial Electronics and Applications (ICIEA), Siem Reap, Cambodia, June 18-20, 2017
Dumitrache, Ioan; Sacala, Ioan Stefan; Moisescu, Mihnea Alexandru; Caramihai, Simona Iuliana, A Conceptual Framework for Modeling and Design of Cyber-Physical Systems, Studies in Informatics and Control, Volume: 26 Issue: 3 Pages: 325-334, 2017
O. M. Mozos, V. Sandulescu, S. Andrews, D. Ellis, N. Bellotto, R. Dobrescu, J. M. Ferrandez, Stress Detection Using Wearable Physiological and Sociometric Sensors, International Journal of Neural Systems, Vol. 27, No. 2, pp. 1650041 (1-16), 2017
Raileanu, S., Anton, F., Iatan, A., Borangiu, T., Anton, S., Morariu, O. , Resource scheduling based on energy consumption for sustainable manufacturing, Journal of intelligent Manufacturing, Volume: 28, Issue: 7, pp. 1501-1502, October 2017
Popescu, D., Ichim, L., Stoican, F., Unmanned aerial vehicle systems for remote estimation of flooded areas based on complex image processing, Sensors (Basel), Vol. 17., pp. 446, 2017
A.D. Ionita, A. Olteanu, R.N. Pietraru, I.C. Prisecaru, Mapping E-Content to Domain Ontology for Education and Awareness of Nuclear Hazards, 11^th International Technology Education and Development Conference INTED2017, Valencia, Spain, 6th-8th March 2017
Andrei Duluta, Stefan Mocanu, Radu Pietraru, Daniel Merezeanu, Daniela Saru, Secure Communication Method Based on Encryption and Steganography, 21st International Conference on Control Systems and Computer Science, Bucharest, Romania, 29-31 May, 2017
Daniel Merezeanu, Maximilian Nicolae, Consensus Control of Discrete-time Multiagent System, UPB Scientific Bulletin – Series A – Applied Mathematics and Physics, Vol. 79, Iss. I, pp. 167-174, 2017
D. Cârstoiu, V.E. Oltean, S.M. Nica, G. Spiridon, A Cloud-Based Architecture Proposal for Rehabilitation of Aphasia Patients, Revue Roumaine des Sciences Techniques-Serie Electrotechnique et Energetique, Volume: 62 Issue: 3 Pages: 332-337, 2017
V.E. Oltean, Th. Borangiu, M. Dragoicea, A Discrete Event Model of Viability Building in a Public University Organization, Service Science, Volume: 9, Issue: 4, pp.: 288-301, 2017
Liliana Dobrica, Radu Nicolae Pietraru, Experiencing Native Mobile Health Applications Development, 21st International Conference on Control Systems and Computer Science (CSCS), Bucharest, Romania, 29-31 May, 2017

2016

Moisescu, M.A., Sacala, I.S. Towards the development of interoperable sensing systems for the future enterprise, Journal of Intelligent Manufacturing, Vol. 27, Iss. 1, pp. 33–54, 2016
Mocanu Ş., Dedicated BSN for Personal Indoor Monitoring. In: Balas V., C. Jain L., Kovačević B. (eds) Soft Computing Applications. SOFA 2014. Advances in Intelligent Systems and Computing, vol 356. Springer, Cham, 2016
Morariu, O., Borangiu, T., Raileanu, S., Morariu, C., Redundancy and scalability for virtualized MES Systems with Programmable Infrastructure, Journal Computers in Industry, Volume 81, pp. 26–35, Elsevier, 2016
Grigoriu, Ramona-Oana; Voda, Alina; Arghira, Nicoleta; Calofir, V., Iliescu, Sergiu, Control Of Greenhouse With Parabolic Trough Collectors, University POLITEHNICA of Bucharest Scientific Bulletin Series C-Electrical Engineering and Computer Science, Volume: 78 , Issue: 3, Pages: 75-84, 2016
D. Popescu, L. Ichim and T. Caramihale, Detection of exudates and hemorrhages using an efficient criterion for feature selection, 39th International Conference on Telecommunications and Signal Processing (TSP), Vienna, pp. 711-715, 2016
Anton, F., Anton, S., Raileanu, S., Borangiu, T., Optimizing Trajectory Points for High Speed Robot Assembly Operations, Advances in Robot Design and Intelligent Control, Springer Series Advances in Intelligent Systems and Computing, Vol. 371, Chapter 13, pp. 127-135, Springer, Cham, 2016
A.D. Ionita, C.T. Eftimie, G. Lewis, M. Litoiu, Integration of Hazard Management Services, 7th International Conference, IESS 2016, Exploring Services Science, Lecture Notes in Business Information Processing, Vol. 247, Springer, pp 355-364, 2016
Maximilian Nicolae, Dan Popescu, Radu Dobrescu, Cristian Mateescu, Improving Communication Efficiency of hybrid UAV – WSN systems, In: Borangiu T. (eds) Advances in Robot Design and Intelligent Control, Advances in Intelligent Systems and Computing 371, Springer, pp 407-417, 2016
Daniel Merezeanu, Gheorghe Vasilescu, Radu Dobrescu, Context-aware Control Platform for Sensor Network Integration in IoT and Cloud, Studies in Informatics and Control, vol. 25(4), pp. 489-498, 2016.
B. Dumitrescu, A.D. Ionita, H. Gavrila, Picking Lines Modeling, Revue Roumaine des Sciences Techniques, Série Electrotechnique et Energétique, Vol. 61, 1, pp. 78-83, 2016
Morariu, O., Morariu, C., Borangiu, T. , Shop-floor Resource Virtualization Layer with Private Cloud Support, Journal of Intelligent Manufacturing, Springer, Vol. 27, Issue 2, pp. 447-462, April 2016