Grigore Stamatescu

95 papers A 9B 3C 5Journal 20Unranked 58

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	Design and Validation of a Flexible Digital Platform Integrating Heterogeneous Measurement Information. AMPS Radu Plamanescu, Grigore Stamatescu, Andreea El-Leathey, Alexandru-Ionel Constantin, Adrian Nedelcu, Matej Vrtal, Vit Krcal, Radim Dvorak, Michal Ptacek
2025	J	`jnl`	Ensemble Strategy With Multi-Step Hard Sample Mining for Improved UXO Localisation and Classification. IEEE Access Gheorghe Marian Craioveanu, Grigore Stamatescu, Dan Popescu
2025	—	`conf`	Evaluation of the Robustness-Runtime Efficiency Trade-Off of Edge AI Models in UXO Localisation and Classification. MED Gheorghe Marian Craioveanu, Grigore Stamatescu
2025	—	`conf`	Sustainable Manufacturing Application of Embedded Learning Algorithms for Vision-based Defect Detection under the Industry 5.0 Paradigm. MED Mihai-Daniel Pavel, Grigore Stamatescu
2024	—	`conf`	Best-Practices-Based Training for Improving Cybersecurity in Power Grids. ESORICS Workshops (2) Georgios Kavallieratos, Ahmed Amro, Vasileios Gkioulos, Grigore Stamatescu, Kostantinos Rantos, Thomas Lagkas, Konstantinos Demertzis, Fotis Paterakis, Alexios Lekidis, Christos Dalamagkas, Igor Kotsiuba, Sokratis K. Katsikas
2024	—	`conf`	Detection and Identification of Unexploded Ordnance Using a Two-Step Deep Learning Methodology. MED Gheorghe Marian Craioveanu, Grigore Stamatescu
2024	—	`conf`	Flexible Manufacturing System for Enhanced Industry 4.0 and Industry 5.0 Applications. DCOSS-IoT Mihai-Daniel Pavel, Grigore Stamatescu
2024	J	`jnl`	Modeling and Prediction of Occupancy in Buildings Based on Sensor Data Using Deep Learning Methods. IEEE Access Georgiana Cretu, Iulia Stamatescu, Grigore Stamatescu
2024	J	`jnl`	Optimizing Occupant Comfort in a Room Using the Predictive Control Model as a Thermal Control Strategy. Sensors Mihaela Gabriela Boicu, Grigore Stamatescu, Ioana Fagarasan, Mihaela Vasluianu, Giorgian Neculoiu, Marius-Alexandru Dobrea
2024	—	`conf`	Unveiling Hidden Patterns: Harnessing the Matrix Profile Algorithm for Enhanced Peatland Monitoring and Analysis. DCOSS-IoT Cristian Dragana, Mihai-Daniel Pavel, Grigore Stamatescu, Dan Popescu
2023	—	`conf`	An Occupant-Centric Comfort Control Strategy Using Wearable Smart Devices in Smart-Buildings. IDAACS Mihaela Gabriela Boicu, Ioana Fagarasan, Grigore Stamatescu, Mihaela Vasluianu, Cosmin-Florin Fudulu, Marius-Alexandru Dobrea
2023	—	`conf`	Analysis of Trajectory Optimization for Solving Tower of Hanoi Problem using Industrial Manipulator. CSCS Ahmed Iqdymat, Grigore Stamatescu
2023	—	`conf`	Analysis of anomalies in fraud detection for Smart and Non-smart Grids. CSCS Silviu Gresoi, Ioana Fagarasan, Stefan Alexandru Mocanu, Grigore Stamatescu
2023	—	`conf`	Daily Monitoring of Speech Impairment for Early Parkinson's Disease Detection. IDAACS Al Jizani Mohammed Kadhim Salman, Grigore Stamatescu
2023	—	`conf`	Decision System for Ensuring Thermal Comfort of Occupants in a Smart Building. CSCS Mihaela Gabriela Boicu, Grigore Stamatescu, Cosmin-Florin Fudulu, Marius-Alexandru Dobrea, Mihaela Vasluianu, Giorgian Neculoiu
2023	—	`conf`	Enhancing the detection of fraudulent activities in the distribution of energy through data mining algorithms. CSCS Silviu Gresoi, Stefan Alexandru Mocanu, Ioana Fagarasan, Grigore Stamatescu
2023	—	`conf`	Evaluation of Deep Learning and Machine Learning Algorithms for Building Occupancy Classification on Open Datasets. MED Georgiana Cretu, Iulia Stamatescu, Grigore Stamatescu
2023	—	`conf`	High-Reporting Rate Smart Metering Framework using FIWARE Technology. I2MTC Radu Plamanescu, Catalin Deaconescu, Grigore Stamatescu, Mihaela M. Albu
2023	—	`conf`	Leveraging Anomaly Detection and AutoML for Modelling Residential Measurement Power Traces. AMPS Grigore Stamatescu, Radu Plamanescu, Mihaela M. Albu
2023	—	`conf`	Open-Source Platform for Integrating High-Reporting rate Information Using FIWARE Technology. AMPS Radu Plamanescu, Manuel Pitz, Marwa Maghnie, Catalin Deaconescu, Grigore Stamatescu, Dirk Müller, Antonello Monti, Mihaela M. Albu
2022	—	`conf`	Control of Open Mobile Robotic Platform Using Deep Reinforcement Learning. SOHOMA Mihai-Daniel Pavel, Sabin Rosioru, Nicoleta Arghira, Grigore Stamatescu
2022	—	`conf`	Deep Learning based Parts Classification in a Cognitive Robotic Cell System. ICSTCC Sabin Rosioru, Grigore Stamatescu, Iulia Stamatescu, Ioana Fagarasan, Dan Popescu
2022	—	`conf`	Detection of Anomalies in Power Profiles using Data Analytics. AMPS Grigore Stamatescu, Radu Plamanescu, Irina Ciornei, Mihaela M. Albu
2022	—	`conf`	Efficient Load Forecasting Model Assessment for Embedded Building Energy Management Systems. AQTR Cristina Nichiforov, Nicoleta Arghira, Grigore Stamatescu, Iulia Stamatescu, Ioana Fagarasan, Sergiu Stelian Iliescu
2021	—	`conf`	Building Occupancy Classification from Indirect Sensing with Heterogeneous Datasets. IDAACS Georgiana Cretu, Iulia Stamatescu, Grigore Stamatescu
2021	—	`conf`	Comparative Analysis of Predictive Models for Subway Rolling Stock Energy Forecasting. CSCS Mircea Stefan Simoiu, Grigore Stamatescu, Vasile Calofir, Ioana Fagarasan, Sergiu Stelian Iliescu
2021	J	`jnl`	Convergence of Intelligent Data Acquisition and Advanced Computing Systems. Sensors Grigore Stamatescu, Anatoliy Sachenko, Dan Popescu
2021	C	`conf`	Enabling Industrial Motion Control through IIoT Multi-Agent Communication. IECON Razvan Adrian Luchian, Sabin Rosioru, Iulia Stamatescu, Ioana Fagarasan, Grigore Stamatescu
2021	B	`conf`	Evaluation of Compressed Residential Energy Forecasting Models. SMC Robert Fagaras, Cristina Nichiforov, Iulia Stamatescu, Grigore Stamatescu
2021	—	`conf`	IIoT Decentralized System Monitoring for Smart Industry Applications. MED Razvan Adrian Luchian, Grigore Stamatescu, Iulia Stamatescu, Ioana Fagarasan, Dan Popescu
2021	J	`jnl`	Privacy-Preserving Sensing and Two-Stage Building Occupancy Prediction Using Random Forest Learning. J. Sensors Grigore Stamatescu, Claudia F. Chitu
2021	—	`conf`	Reporting Interval Impact on Deep Residential Energy Measurement Prediction. AMPS Grigore Stamatescu, Irina Ciornei, Radu Plamanescu, Ana Maria Dumitrescu, Mihaela M. Albu
2021	—	`conf`	Retinal Blood Vessel Segmentation Using Pix2Pix GAN. MED Dan Popescu, Mihaela Deaconu, Loretta Ichim, Grigore Stamatescu
2020	J	`jnl`	Advanced UAV-WSN System for Intelligent Monitoring in Precision Agriculture. Sensors Dan Popescu, Florin Stoican, Grigore Stamatescu, Loretta Ichim, Cristian Dragana
2020	A	`conf`	Cybersecurity Perspectives for Smart Building Automation Systems. ECAI Grigore Stamatescu, Iulia Stamatescu, Nicoleta Arghira, Ioana Fagarasan
2020	—	`conf`	Information Extraction Approach for Energy Time Series Modelling. ICSTCC Cristina Nichiforov, Ionut Stancu, Iulia Stamatescu, Grigore Stamatescu
2020	—	`conf`	Learning Dominant Usage from Anomaly Patterns in Building Energy Traces. CASE Cristina Nichiforov, Grigore Stamatescu, Iulia Stamatescu, Ioana Fagarasan
2020	C	`conf`	Model for Optimized EVSE Deployment in Dense Urban Areas. IECON Iulia Stamatescu, Roxana Mihalache, Nicoleta Arghira, Ioana Fagarasan, Grigore Stamatescu
2019	J	`jnl`	A Survey of Collaborative UAV-WSN Systems for Efficient Monitoring. Sensors Dan Popescu, Florin Stoican, Grigore Stamatescu, Oana Chenaru, Loretta Ichim
2019	—	`conf`	Assessment of Occupancy Estimators for Smart Buildings. IDAACS Claudia F. Chitu, Grigore Stamatescu, Iulia Stamatescu, Valentin Sgârciu
2019	—	`conf`	Building Electrical Load Forecasting through Neural Network Models with Exogenous Inputs. ICSTCC Cristina Nichiforov, Grigore Stamatescu, Iulia Stamatescu, Ioana Fagarasan, Sergiu Stelian Iliescu
2019	—	`conf`	Building Occupancy Estimation using Supervised Learning Techniques. ICSTCC Claudia F. Chitu, Grigore Stamatescu, Alberto Cerpa
2019	—	`conf`	Collaborative UAV-WSN System for Data Acquisition and Processing in Agriculture. IDAACS Dan Popescu, Florin Stoican, Loretta Ichim, Grigore Stamatescu, Cristian Dragana
2019	J	`jnl`	Data-Driven Modelling of Smart Building Ventilation Subsystem. J. Sensors Grigore Stamatescu, Iulia Stamatescu, Nicoleta Arghira, Ioana Fagarasan
2019	J	`jnl`	Data-driven Modelling of Smart Building Ventilation Subsystem. CoRR Grigore Stamatescu, Iulia Stamatescu, Nicoleta Arghira, Ioana Fagarasan
2019	B	`conf`	Deep and Efficient Impact Models for Edge Characterization and Control of Energy Events. ICPADS Grigore Stamatescu, Rahim Entezari, Kay Römer, Olga Saukh
2019	—	`conf`	Dynamic Nonlinear Modelling of Building Structure Using the Force Analogy Method. IDAACS Vasile Calofir, George Bogdan Nica, Grigore Stamatescu, Nicoleta Arghira
2019	—	`conf`	Embedded On-line System for Electrical Energy Measurement and Forecasting in Buildings. IDAACS Cristina Nichiforov, Grigore Stamatescu, Iulia Stamatescu, Nicoleta Arghira, Ioana Fagarasan, Sergiu Stelian Iliescu
2019	J	`jnl`	Evaluation of Sequence-Learning Models for Large-Commercial-Building Load Forecasting. Inf. Cristina Nichiforov, Grigore Stamatescu, Iulia Stamatescu, Ioana Fagarasan
2019	—	`conf`	IoT-Enabled Distributed Data Processing for Precision Agriculture. MED Grigore Stamatescu, Cristian Dragana, Iulia Stamatescu, Loretta Ichim, Dan Popescu
2019	J	`jnl`	Sensing and Data-Driven Control for Smart Building and Smart City Systems. J. Sensors Grigore Stamatescu, Ioana Fagarasan, Anatoly Sachenko
2019	—	`conf`	Simulator for Automation and Control Systems in a Power System. CSCS Vasile Calofir, Ioana Fagarasan, Nicoleta Arghira, Mircea Stefan Simoiu, Grigore Stamatescu, Cristina Nichiforov, Sergiu Stelian Iliescu
2019	J	`jnl`	WSN and Fog Computing Integration for Intelligent Data Processing. CoRR Viorel Mihai, Cristina Elena Hanganu, Grigore Stamatescu, Dan Popescu
2018	J	`jnl`	A Collaborative UAV-WSN Network for Monitoring Large Areas. Sensors Dan Popescu, Cristian Dragana, Florin Stoican, Loretta Ichim, Grigore Stamatescu
2018	—	`conf`	Data Center Server Energy Consumption Optimization Algorithm. MED Iulia Stamatescu, Stéphane Ploix, Ioana Fagarasan, Grigore Stamatescu
2018	C	`conf`	Distributed Monitoring of Smart Buildings with Cloud Backend Infrastructure. CoDIT Iulia Stamatescu, Valeria Bolboaca, Grigore Stamatescu
2018	—	`conf`	Intelligent Load Forecasting for Building Energy Management Systems. ICCA Cristina Nichiforov, Grigore Stamatescu, Iulia Stamatescu, Ioana Fagarasan, Sergiu Stelian Iliescu
2018	—	`conf`	Trajectory-Tracking Sliding-Mode Control of the Autonomous Wheelchair Modeled as a Nonholonomic WMR. ICCA Adrian Filipescu, Razvan Solea, Adriana Filipescu, Grigore Stamatescu, George Ciubucciu
2018	A	`conf`	WSN and Fog Computing Integration for Intelligent Data Processing. ECAI Viorel Mihai, Cristina Elena Hanganu, Grigore Stamatescu, Dan Popescu
2018	C	`conf`	Wireless Sensor Network Architecture based on Fog Computing. CoDIT Viorel Mihai, Cristian Dragana, Grigore Stamatescu, Dan Popescu, Loretta Ichim
2017	—	`conf`	ASID: Advanced system for process control towards intelligent specialization in the power engineering fiele. IDAACS Iulia Stamatescu, Grigore Stamatescu, Ioana Fagarasan, Nicoleta Arghira, Vasile Calofir, Sergiu Stelian Iliescu
2017	—	`conf`	Advanced control strategies for irrigation systems. IDAACS Tiberiu Marinescu, Nicoleta Arghira, Daniela Hossu, Ioana Fagarasan, Iulia Stamatescu, Grigore Stamatescu, Vasile Calofir, Sergiu Stelian Iliescu
2017	—	`conf`	An approach for weighted average consensus in event detection. MED Cristian Dragana, Grigore Stamatescu, Viorel Mihai, Dan Popescu
2017	—	`conf`	Data-driven methods for smart building AHU subsystem modelling. IDAACS Grigore Stamatescu, Iulia Stamatescu, Nicoleta Arghira, Cristian Dragana, Ioana Fagarasan
2017	—	`conf`	Evaluation of cluster formation algorithm in large scale wireless sensor network. IDAACS Cristian Dragana, Grigore Stamatescu, Viorel Mihai, Dan Popescu
2017	—	`conf`	Hierarchical cloud storage engine. IDAACS Andrei Dobrin, Cristian Dragana, Grigore Stamatescu, Valentin Sgarciu
2017	A	`conf`	In-network stochastic consensus for WSN surveillance applications. ECAI Cristian Dragana, Viorel Mihai, Grigore Stamatescu, Dan Popescu
2017	C	`conf`	Interlinking unmanned aerial vehicles with wireless sensor networks for improved large area monitoring. CoDIT Cristian Dragana, Grigore Stamatescu, Loretta Ichim, Dan Popescu
2017	—	`conf`	Laboratory scale wind energy harvester. IDAACS Ioana Fagarasan, Iulia Stamatescu, Cristina Nichiforov, Grigore Stamatescu, Nicoleta Arghira, Sergiu Stelian Iliescu
2017	—	`conf`	Monitoring pH with HART communication. IDAACS Cristian Patrascioiu, Grigore Stamatescu
2017	—	`conf`	Scalable architectures for stream analytics and data predictions dedicated to smart spaces. BuildSys Claudia F. Chitu, Grigore Stamatescu, Valentin Sgârciu
2017	—	`conf`	Wireless system for occupancy modelling and prediction in smart buildings. MED Claudia F. Chitu, Grigore Stamatescu, Iulia Stamatescu, Valentin Sgarciu
2016	J	`jnl`	Building Cyber-Physical Energy Systems. CoRR Grigore Stamatescu, Iulia Stamatescu, Nicoleta Arghira, Vasile Calofir, Ioana Fagarasan
2016	—	`conf`	Data-driven Comfort Models for User-centric Predictive Control in Smart Buildings: Poster Abstract. BuildSys Grigore Stamatescu, Alex Beltran, Alberto Cerpa
2016	A	`conf`	Evaluation of continuous consensus algorithm in border surveillance missions. ECAI Cristian Dragana, Grigore Stamatescu, Andrei Dobrin, Dan Popescu
2016	—	`conf`	Open and closed loop simulation for predictive control of buildings. MED Grigore Stamatescu, Iulia Stamatescu
2016	—	`conf`	Zone-level agreement by consensus for building thermal energy management. ICCA Grigore Stamatescu, Alberto Cerpa
2015	J	`jnl`	Achieving Sensor Fusion for Collaborative Multi-level Monitoring of Pipeline Infrastructures. CoRR Grigore Stamatescu
2015	A	`conf`	Buildings modeling in order to implement optimal temperature control. ECAI Giorgian Neculoiu, Valentin Dache, Grigore Stamatescu, Valentin Sgarciu
2015	—	`conf`	Dynamic Task Planning of Aerial Robotic Platforms for Ground Sensor Data Collection and Processing. RAAD Grigore Stamatescu, Dan Popescu, Cristian Mateescu
2015	A	`conf`	Enabling security on 6LoWPAN / IPv6 Wireless Sensor Networks. ECAI Ionela Halcu, Grigore Stamatescu, Valentin Sgarciu
2015	—	`conf`	Large scale heterogeneous monitoring system with decentralized sensor fusion. IDAACS Grigore Stamatescu, Iulia Stamatescu, Cristian Dragana, Dan Popescu
2015	A	`conf`	Sensor fusion method for altitude estimation in mini-UAV applications. ECAI Grigore Stamatescu, Iulia Stamatescu, Dan Popescu, Cristian Mateescu
2014	A	`conf`	An analysis of security and communication constraints of IPv6-based Sensor Networks. ECAI Ionela Halcu, Grigore Stamatescu, Iulia Stamatescu, Valentin Sgarciu
2014	A	`conf`	Cognitive radio as solution for ground-aerial surveillance through WSN and UAV infrastructure. ECAI Grigore Stamatescu, Dan Popescu, Radu Dobrescu
2014	J	`jnl`	Some Aspects concerning the Cyber-Physical Systems Approach in Power Systems. CoRR Nicoleta Arghira, Ioana Fagarasan, Grigore Stamatescu, Sergiu Stelian Iliescu, Iulia Stamatescu, Vasile Calofir
2013	J	`jnl`	A Backstepping Control Method for a Nonlinear Process - Two Coupled-Tanks. CoRR Vasile Calofir, Valentin Tanasa, Ioana Fagarasan, Iulia Stamatescu, Nicoleta Arghira, Grigore Stamatescu
2013	J	`jnl`	Dynamic Management Techniques for Increasing Energy Efficiency within a Data Center CoRR Iulia Dumitru, Grigore Stamatescu, Ioana Fagarasan, Sergiu Stelian Iliescu
2013	J	`jnl`	Enhanced Data Integration for LabVIEW Laboratory Systems. CoRR Adriana Olteanu, Grigore Stamatescu, Anca Daniela Ionita, Valentin Sgarciu
2013	—	`conf`	Integrating wireless body and ambient sensors into a hybrid femtocell network for home monitoring. ICSCS Andrei Maciuca, Grigore Stamatescu, Dan Popescu, Mircea Strutu
2013	J	`jnl`	Integration of Wireless Sensor Networks with Virtual Instrumentation in a Residential Environment CoRR Grigore Stamatescu, Valentin Sgarciu
2013	—	`conf`	MICARES: Mote expansion module for gas sensing applications. IDAACS Grigore Stamatescu, Dan Popescu, Valentin Sgarciu
2013	—	`conf`	Wireless sensor network based on multilevel femtocells for home monitoring. IDAACS Andrei Maciuca, Dan Popescu, Mircea Strutu, Grigore Stamatescu
2011	B	`conf`	Work in progress: MiceNet: Monitoring behaviour of laboratory mice with sensor networks. DCOSS Grigore Stamatescu, Kay Römer, Ralf Ludwig, Saleh M. Ibrahim, Valentin Sgarciu
2009	—	`conf`	Sliding-mode real-time mobile platform control in the presence of uncertainties. CDC Razvan Solea, Adrian Filipescu, Grigore Stamatescu