Publications

2022

Rosioru S., Stamatescu G., Stamatescu I., Fagarasan I., Popescu D., Deep Learning based Parts Classification in a Cognitive Robotic Cell System, 26th International Conference on System Theory, Control and Computing, ICSTCC 2022, October 19-21, Sinaia, Romania. PDF accepted

Stamatescu G., Ciornei I., Plamanescu R., Albu M., Detection of Anomalies in Power Profiles using Data Analytics, 12th IEEE International Workshop on Applied Measurements for Power Systems, AMPS 2022, September 28 - 30, Cagliari, Italy. PDF accepted

Pavel M.-D., Rosioru S., Arghira N., Stamatescu G., Control of Open Mobile Robotic Platform using Deep Reinforcement Learning, 12th International Workshop on Service-Oriented, Holonic and Multi-Agent Manufacturing Systems for Industry of the Future, SOHOMA 2022, September 22-23, Bucharest, Romania. PDF accepted

Rosioru, S.; Mihai, V.; Neghina, M.; Craciunean, D.; Stamatescu, G. PROSIM in the Cloud: Remote Automation Training Platform with Virtualized Infrastructure. Applied Sciences 2022, 12, 3038. LINK

Stamatescu G., Plamanescu R., Dumitrescu. A., Ciornei I., Albu M., Multiscale Data Analytics for Residential Active Power Measurements through Time Series Data Mining, IEEE International Energy Conference, ENERGYCON 2022, May 9-12, Riga, Latvia. PDF

2021

Stamatescu G., Chitu C., Privacy-Preserving Sensing and Two-Stage Building Occupancy Prediction Using Random Forest Learning, Journal of Sensors, vol. 2021, Article ID 8000595, 12 pages, 2021. LINK

Fagaras R., Nichiforov C., Stamatescu I., Stamatescu G., Evaluation of Compressed Residential Energy Forecasting Models, 2021 IEEE International Conference on Systems, Man, and Cybernetics (SMC 2021), October 17-20, Melbourne, Australia. PDF

Luchian R., Rosioru S., Stamatescu I., Fagarasan I., Stamatescu G., Enabling Industrial Motion Control through IIoT Multi-Agent Communication, 47th Annual Conference of the IEEE Industrial Electronics Society (IES), IECON 2021, October 13-16, Toronto, Canada. PDF

Stamatescu G., Ciornei I., Plamanescu R., Dumitrescu. A., Albu M., Reporting Interval Impact on Deep Residential Energy Measurement Prediction, 11th IEEE International Workshop on Applied Measurements for Power Systems, AMPS 2021, September 29 - October 1, Virtual Workshop. PDF

Cretu G., Stamatescu I., Stamatescu G., Building Occupancy Classification from Indirect Sensing with Heterogeneous Datasets, 11th IEEE International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications, IDAACS 2021, September 22-25, Cracow, Poland. PDF

Luchian R., Stamatescu G., Stamatescu I., Fagarasan I., Popescu D., IIoT Decentralized System Monitoring for Smart Industry Applications, 29th Mediterranean Conference on Control and Automation, MED 2019, June 22-25, Bari, Italy. PDF

Popescu D., Deaconu M., Ichim L., Stamatescu G., Retinal Blood Vessel Segmentation Using Pix2Pix GAN, MED 2019, June 22-25, Bari, Italy. PDF

Simoiu M., Stamatescu G., Calofir V., Fagarasan I., Iliescu S.St., Comparative Analysis of Predictive Models for Subway Rolling Stock Energy Forecasting, 23rd International Conference on Control Systems and Computer Science, CSCS23, May 26-28, Bucharest, Romania. PDF

Stamatescu G., Sachenko A., Popescu D., Convergence of Intelligent Data Acquisition and Advanced Computing Systems, Sensors, 2021, 21, 2262. LINK

2020

Stamatescu I., Mihalache R., Arghira N., Fagarasan I., Stamatescu G., Model for Optimized EVSE Deployment in Dense Urban Areas, 46th Annual Conference of the IEEE Industrial Electronics Society (IES), IECON 2020, October 18-21, 2020, Singapore. PDF

Nichiforov C., Stancu I., Stamatescu I., Stamatescu G., Information Extraction Approach for Energy Time Series Modelling, 24th International Conference on System Theory, Control and Computing, ICSTCC 2020, October 8-10, 2020, Sinaia, Romania. PDF

Nichiforov C., Stamatescu G., Stamatescu I., Fagarasan I., Learning Dominant Usage from Anomaly Patterns in Building Energy Traces, 16th International Conference on Automation Science and Engineering, CASE 2020, August 20-21, 2020, Hong Kong. PDF

Stamatescu G., Stamatescu I., Arghira N., Fagarasan I., Cybersecurity Perspectives for Smart Building Automation Systems, 8th International Workshop on Systems Safety & Security, IWSSS 2020, June 25-26, 2020, Bucharest, Romania. PDF

Stamatescu G., Chitu C., Privacy-Preserving Sensing and Two-Stage Building Occupancy Prediction using Random Forest Learning, TechRxiv preprint, 2020. LINK

Popescu, D.; Stoican, F.; Stamatescu, G.; Ichim, L.; Dragana, C. Advanced UAV–WSN System for Intelligent Monitoring in Precision Agriculture. Sensors 2020, 20, 817. PDF

2019

Stamatescu G., Entezari R., Römer K., Saukh O., Deep and Efficient Impact Models for Edge Characterization and Control of Energy Events, 25th IEEE International Conference on Parallel and Distributed Systems, ICPADS 2019, December 4-6, 2019, Tianjin, China. PDF

Popescu D., Stoican F., Stamatescu G., Chenaru O., Ichim L., A Survey of Collaborative UAV-WSN Systems for Efficient Monitoring, Sensors, 2019. PDF

Chitu C., Stamatescu G., Cerpa A., Building Occupancy Estimation using Supervised Learning Techniques, 23rd International Conference on System Theory, Control and Computing, ICSTCC 2019, October 9-11, 2019, Sinaia, Romania. PDF

Nichiforov C., Stamatescu G., Stamatescu I., Fagarasan I., Iliescu S.St., Building Electrical Load Forecasting through Neural Network Models with Exogenous Inputs, 23rd International Conference on System Theory, Control and Computing, ICSTCC 2019, October 9-11, 2019, Sinaia, Romania. PDF

Chitu C., Stamatescu G., Stamatescu I., Sgarciu V., Assessment of Occupancy Estimators for Smart Buildings, 10th IEEE International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications, IDAACS 2019, September 18-21, Metz, France. PDF

Nichiforov C., Stamatescu G., Stamatescu I., Arghira N., Fagarasan I., Iliescu S.St., Embedded On-line System for Electrical Energy Measurement and Forecasting in Buildings, 10th IEEE International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications, IDAACS 2019, September 18-21, Metz, France. PDF

Popescu D., Stoican F., Ichim L., Stamatescu G., Dragana C., Collaborative UAV-WSN System for Data Acquisition and Processing in Agriculture, 10th IEEE International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications, IDAACS 2019, September 18-21, Metz, France. PDF

Calofir V., Nica G., Stamatescu G., Arghira N., Dynamic Nonlinear Modelling of Building Structure Using the Force Analogy Method, 10th IEEE International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications, IDAACS 2019, September 18-21, Metz, France. PDF

Stamatescu G., Dragana C., Stamatescu I., Ichim L., Popescu D., IoT-Enabled Distributed Data Processing for Precision Agriculture, 27th Mediterranean Conference on Control and Automation, MED 2019, July 1-4, Akko, Israel. PDF

Nichiforov C., Stamatescu G., Stamatescu I., Făgărăşan I., Evaluation of Sequence-Learning Models for Large-Commercial-Building Load Forecasting. Information 2019, 10, 189. LINK

Stamatescu G., Făgărăşan I., Sachenko A., Sensing and Data-Driven Control for Smart Building and Smart City Systems, Journal of Sensors, vol. 2019, Article ID 4528034, 2019. LINK

Stamatescu G., Stamatescu I., Arghira N., Făgărăşan I., Data-Driven Modelling of Smart Building Ventilation Subsystem, Journal of Sensors, vol. 2019, Article ID 3572019, 2019. LINK

2018

Mihai V., Dragana C., Stamatescu G., Popescu D. and Ichim L., Wireless Sensor Network Architecture based on Fog Computing, 2018 5th International Conference on Control, Decision and Information Technologies (CoDIT), Thessaloniki, 2018, pp. 743-747. PDF

For a full list of my publications, including earlier papers, please see my Google Scholar page.