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ORCIDGrigore Stamatescu
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2020 – today
- 2024
[j10]Georgiana Cretu
, Iulia Stamatescu, Grigore Stamatescu:
Modeling and Prediction of Occupancy in Buildings Based on Sensor Data Using Deep Learning Methods. IEEE Access 12: 102994-103003 (2024)- [j9]Mihaela Gabriela Boicu, Grigore Stamatescu, Ioana Fagarasan, Mihaela Vasluianu, Giorgian Neculoiu, Marius-Alexandru Dobrea:
Optimizing Occupant Comfort in a Room Using the Predictive Control Model as a Thermal Control Strategy. Sensors 24(12): 3857 (2024) - [c71]Mihai-Daniel Pavel, Grigore Stamatescu:
Flexible Manufacturing System for Enhanced Industry 4.0 and Industry 5.0 Applications. DCOSS-IoT 2024: 483-490 - [c70]Cristian Dragana, Mihai-Daniel Pavel, Grigore Stamatescu, Dan Popescu:
Unveiling Hidden Patterns: Harnessing the Matrix Profile Algorithm for Enhanced Peatland Monitoring and Analysis. DCOSS-IoT 2024: 509-515 - [c69]Marian G. Craioveanu, Grigore Stamatescu:
Detection and Identification of Unexploded Ordnance Using a Two-Step Deep Learning Methodology. MED 2024: 257-262 - [d4]Marian G. Craioveanu, Grigore Stamatescu:
CTX-UXO: A Comprehensive Dataset for Detection and Identification of UneXploded Ordnances. IEEE DataPort, 2024
- 2023
- [c68]Radu Plamanescu, Manuel Pitz, Marwa Maghnie, Catalin Deaconescu, Grigore Stamatescu, Dirk Müller, Antonello Monti, Mihaela M. Albu:
Open-Source Platform for Integrating High-Reporting rate Information Using FIWARE Technology. AMPS 2023: 1-6 - [c67]Grigore Stamatescu, Radu Plamanescu, Mihaela M. Albu:
Leveraging Anomaly Detection and AutoML for Modelling Residential Measurement Power Traces. AMPS 2023: 1-5 - [c66]Ahmed Iqdymat, Grigore Stamatescu:
Analysis of Trajectory Optimization for Solving Tower of Hanoi Problem using Industrial Manipulator. CSCS 2023: 11-15 - [c65]Silviu Gresoi, Stefan Alexandru Mocanu, Ioana Fagarasan, Grigore Stamatescu:
Enhancing the detection of fraudulent activities in the distribution of energy through data mining algorithms. CSCS 2023: 288-294 - [c64]Silviu Gresoi, Ioana Fagarasan, Stefan Alexandru Mocanu, Grigore Stamatescu:
Analysis of anomalies in fraud detection for Smart and Non-smart Grids. CSCS 2023: 490-495 - [c63]Mihaela Gabriela Boicu, Grigore Stamatescu, Cosmin-Florin Fudulu, Marius-Alexandru Dobrea, Mihaela Vasluianu, Giorgian Neculoiu:
Decision System for Ensuring Thermal Comfort of Occupants in a Smart Building. CSCS 2023: 502-507 - [c62]Radu Plamanescu, Catalin Deaconescu, Grigore Stamatescu, Mihaela M. Albu:
High-Reporting Rate Smart Metering Framework using FIWARE Technology. I2MTC 2023: 1-6 - [c61]Mihaela Gabriela Boicu, Ioana Fagarasan, Grigore Stamatescu, Mihaela Vasluianu, Cosmin-Florin Fudulu, Marius-Alexandru Dobrea:
An Occupant-Centric Comfort Control Strategy Using Wearable Smart Devices in Smart-Buildings. IDAACS 2023: 912-916 - [c60]Al Jizani Mohammed Kadhim Salman, Grigore Stamatescu:
Daily Monitoring of Speech Impairment for Early Parkinson's Disease Detection. IDAACS 2023: 1049-1053 - [c59]Georgiana Cretu, Iulia Stamatescu, Grigore Stamatescu:
Evaluation of Deep Learning and Machine Learning Algorithms for Building Occupancy Classification on Open Datasets. MED 2023: 575-580 - 2022
- [c58]Grigore Stamatescu, Radu Plamanescu, Irina Ciornei, Mihaela M. Albu:
Detection of Anomalies in Power Profiles using Data Analytics. AMPS 2022: 1-6 - [c57]Cristina Nichiforov, Nicoleta Arghira, Grigore Stamatescu, Iulia Stamatescu, Ioana Fagarasan, Sergiu Stelian Iliescu:
Efficient Load Forecasting Model Assessment for Embedded Building Energy Management Systems. AQTR 2022: 1-6 - [c56]Sabin Rosioru, Grigore Stamatescu, Iulia Stamatescu, Ioana Fagarasan, Dan Popescu:
Deep Learning based Parts Classification in a Cognitive Robotic Cell System. ICSTCC 2022: 403-408 - [c55]Mihai-Daniel Pavel, Sabin Rosioru, Nicoleta Arghira, Grigore Stamatescu:
Control of Open Mobile Robotic Platform Using Deep Reinforcement Learning. SOHOMA 2022: 368-379 - [d3]Grigore Stamatescu, Mihaela M. Albu, Mihai Sanduleac:
Residential Smart Meter Energy Time Series: Active power measurements with 1s reporting rate. IEEE DataPort, 2022 - 2021
- [j8]Grigore Stamatescu, Claudia F. Chitu:
Privacy-Preserving Sensing and Two-Stage Building Occupancy Prediction Using Random Forest Learning. J. Sensors 2021: 1-12 (2021) - [j7]Grigore Stamatescu, Anatoliy Sachenko, Dan Popescu:
Convergence of Intelligent Data Acquisition and Advanced Computing Systems. Sensors 21(7): 2262 (2021) - [c54]Grigore Stamatescu, Irina Ciornei, Radu Plamanescu, Ana Maria Dumitrescu, Mihaela M. Albu:
Reporting Interval Impact on Deep Residential Energy Measurement Prediction. AMPS 2021: 1-6 - [c53]Mircea Stefan Simoiu, Grigore Stamatescu, Vasile Calofir, Ioana Fagarasan, Sergiu Stelian Iliescu:
Comparative Analysis of Predictive Models for Subway Rolling Stock Energy Forecasting. CSCS 2021: 375-380 - [c52]Georgiana Cretu, Iulia Stamatescu, Grigore Stamatescu:
Building Occupancy Classification from Indirect Sensing with Heterogeneous Datasets. IDAACS 2021: 475-479 - [c51]Razvan Adrian Luchian, Sabin Rosioru, Iulia Stamatescu, Ioana Fagarasan, Grigore Stamatescu:
Enabling Industrial Motion Control through IIoT Multi-Agent Communication. IECON 2021: 1-6 - [c50]Razvan Adrian Luchian, Grigore Stamatescu, Iulia Stamatescu, Ioana Fagarasan, Dan Popescu:
IIoT Decentralized System Monitoring for Smart Industry Applications. MED 2021: 1161-1166 - [c49]Dan Popescu, Mihaela Deaconu, Loretta Ichim, Grigore Stamatescu:
Retinal Blood Vessel Segmentation Using Pix2Pix GAN. MED 2021: 1173-1178 - [c48]Robert Fagaras, Cristina Nichiforov, Iulia Stamatescu, Grigore Stamatescu:
Evaluation of Compressed Residential Energy Forecasting Models. SMC 2021: 1424-1429 - [d2]Grigore Stamatescu, Claudia F. Chitu:
Privacy-preserving Occupancy Detection in Smart Buildings: Three Weeks of Data from Infrared Array Sensor. IEEE DataPort, 2021 - 2020
- [j6]Dan Popescu, Florin Stoican, Grigore Stamatescu, Loretta Ichim, Cristian Dragana:
Advanced UAV-WSN System for Intelligent Monitoring in Precision Agriculture. Sensors 20(3): 817 (2020) - [c47]Cristina Nichiforov, Grigore Stamatescu, Iulia Stamatescu, Ioana Fagarasan:
Learning Dominant Usage from Anomaly Patterns in Building Energy Traces. CASE 2020: 548-553 - [c46]Grigore Stamatescu, Iulia Stamatescu, Nicoleta Arghira, Ioana Fagarasan:
Cybersecurity Perspectives for Smart Building Automation Systems. ECAI 2020: 1-5 - [c45]Cristina Nichiforov, Ionut Stancu, Iulia Stamatescu, Grigore Stamatescu:
Information Extraction Approach for Energy Time Series Modelling. ICSTCC 2020: 886-891 - [c44]Iulia Stamatescu, Roxana Mihalache, Nicoleta Arghira, Ioana Fagarasan, Grigore Stamatescu:
Model for Optimized EVSE Deployment in Dense Urban Areas. IECON 2020: 5170-5175
2010 – 2019
- 2019
- [j5]Cristina Nichiforov, Grigore Stamatescu, Iulia Stamatescu, Ioana Fagarasan:
Evaluation of Sequence-Learning Models for Large-Commercial-Building Load Forecasting. Inf. 10(6): 189 (2019) - [j4]Grigore Stamatescu, Iulia Stamatescu, Nicoleta Arghira, Ioana Fagarasan:
Data-Driven Modelling of Smart Building Ventilation Subsystem. J. Sensors 2019: 3572019:1-3572019:14 (2019) - [j3]Grigore Stamatescu, Ioana Fagarasan, Anatoly Sachenko:
Sensing and Data-Driven Control for Smart Building and Smart City Systems. J. Sensors 2019: 4528034:1-4528034:3 (2019) - [j2]Dan Popescu, Florin Stoican, Grigore Stamatescu, Oana Chenaru, Loretta Ichim:
A Survey of Collaborative UAV-WSN Systems for Efficient Monitoring. Sensors 19(21): 4690 (2019) - [c43]Vasile Calofir, Ioana Fagarasan, Nicoleta Arghira, Mircea Stefan Simoiu, Grigore Stamatescu, Cristina Nichiforov, Sergiu Stelian Iliescu:
Simulator for Automation and Control Systems in a Power System. CSCS 2019: 369-374 - [c42]Grigore Stamatescu, Rahim Entezari, Kay Römer, Olga Saukh:
Deep and Efficient Impact Models for Edge Characterization and Control of Energy Events. ICPADS 2019: 639-646 - [c41]Claudia F. Chitu, Grigore Stamatescu, Alberto Cerpa:
Building Occupancy Estimation using Supervised Learning Techniques. ICSTCC 2019: 167-172 - [c40]Cristina Nichiforov, Grigore Stamatescu, Iulia Stamatescu, Ioana Fagarasan, Sergiu Stelian Iliescu:
Building Electrical Load Forecasting through Neural Network Models with Exogenous Inputs. ICSTCC 2019: 474-479 - [c39]Claudia F. Chitu, Grigore Stamatescu, Iulia Stamatescu, Valentin Sgârciu:
Assessment of Occupancy Estimators for Smart Buildings. IDAACS 2019: 228-233 - [c38]Dan Popescu, Florin Stoican, Loretta Ichim, Grigore Stamatescu, Cristian Dragana:
Collaborative UAV-WSN System for Data Acquisition and Processing in Agriculture. IDAACS 2019: 519-524 - [c37]Cristina Nichiforov, Grigore Stamatescu, Iulia Stamatescu, Nicoleta Arghira, Ioana Fagarasan, Sergiu Stelian Iliescu:
Embedded On-line System for Electrical Energy Measurement and Forecasting in Buildings. IDAACS 2019: 586-591 - [c36]Vasile Calofir, George Bogdan Nica, Grigore Stamatescu, Nicoleta Arghira:
Dynamic Nonlinear Modelling of Building Structure Using the Force Analogy Method. IDAACS 2019: 1068-1073 - [c35]Grigore Stamatescu, Cristian Dragana, Iulia Stamatescu, Loretta Ichim, Dan Popescu:
IoT-Enabled Distributed Data Processing for Precision Agriculture. MED 2019: 286-291 - [d1]Grigore Stamatescu:
HVAC Air Handling Units: One-year Data from Medium-to-Large Size Academic Building. IEEE DataPort, 2019 - [i9]Grigore Stamatescu, Iulia Stamatescu, Nicoleta Arghira, Ioana Fagarasan:
Data-driven Modelling of Smart Building Ventilation Subsystem. CoRR abs/1901.06263 (2019) - [i8]Viorel Mihai, Cristina Elena Hanganu, Grigore Stamatescu, Dan Popescu:
WSN and Fog Computing Integration for Intelligent Data Processing. CoRR abs/1903.09507 (2019) - 2018
- [j1]Dan Popescu, Cristian Dragana, Florin Stoican, Loretta Ichim, Grigore Stamatescu:
A Collaborative UAV-WSN Network for Monitoring Large Areas. Sensors 18(12): 4202 (2018) - [c34]Viorel Mihai, Cristian Dragana, Grigore Stamatescu, Dan Popescu, Loretta Ichim:
Wireless Sensor Network Architecture based on Fog Computing. CoDIT 2018: 743-747 - [c33]Iulia Stamatescu, Valeria Bolboaca, Grigore Stamatescu:
Distributed Monitoring of Smart Buildings with Cloud Backend Infrastructure. CoDIT 2018: 1035-1039 - [c32]Viorel Mihai, Cristina Elena Hanganu, Grigore Stamatescu, Dan Popescu:
WSN and Fog Computing Integration for Intelligent Data Processing. ECAI 2018: 1-4 - [c31]Cristina Nichiforov, Grigore Stamatescu, Iulia Stamatescu, Ioana Fagarasan, Sergiu Stelian Iliescu:
Intelligent Load Forecasting for Building Energy Management Systems. ICCA 2018: 896-901 - [c30]Adrian Filipescu, Razvan Solea, Adriana Filipescu, Grigore Stamatescu, George Ciubucciu:
Trajectory-Tracking Sliding-Mode Control of the Autonomous Wheelchair Modeled as a Nonholonomic WMR. ICCA 2018: 1168-1173 - [c29]Iulia Stamatescu, Stéphane Ploix, Ioana Fagarasan, Grigore Stamatescu:
Data Center Server Energy Consumption Optimization Algorithm. MED 2018: 813-818 - 2017
- [c28]Cristian Dragana, Grigore Stamatescu, Loretta Ichim, Dan Popescu:
Interlinking unmanned aerial vehicles with wireless sensor networks for improved large area monitoring. CoDIT 2017: 359-364 - [c27]Cristian Dragana, Viorel Mihai, Grigore Stamatescu, Dan Popescu:
In-network stochastic consensus for WSN surveillance applications. ECAI 2017: 1-6 - [c26]Iulia Stamatescu, Grigore Stamatescu, Ioana Fagarasan, Nicoleta Arghira, Vasile Calofir, Sergiu Stelian Iliescu:
ASID: Advanced system for process control towards intelligent specialization in the power engineering fiele. IDAACS 2017: 475-480 - [c25]Andrei Dobrin, Cristian Dragana, Grigore Stamatescu, Valentin Sgarciu:
Hierarchical cloud storage engine. IDAACS 2017: 504-509 - [c24]Grigore Stamatescu, Iulia Stamatescu, Nicoleta Arghira, Cristian Dragana, Ioana Fagarasan:
Data-driven methods for smart building AHU subsystem modelling. IDAACS 2017: 617-621 - [c23]Ioana Fagarasan, Iulia Stamatescu, Cristina Nichiforov, Grigore Stamatescu, Nicoleta Arghira, Sergiu Stelian Iliescu:
Laboratory scale wind energy harvester. IDAACS 2017: 674-678 - [c22]Tiberiu Marinescu, Nicoleta Arghira, Daniela Hossu, Ioana Fagarasan, Iulia Stamatescu, Grigore Stamatescu, Vasile Calofir, Sergiu Stelian Iliescu:
Advanced control strategies for irrigation systems. IDAACS 2017: 843-848 - [c21]Cristian Dragana, Grigore Stamatescu, Viorel Mihai, Dan Popescu:
Evaluation of cluster formation algorithm in large scale wireless sensor network. IDAACS 2017: 859-863 - [c20]Cristian Patrascioiu, Grigore Stamatescu:
Monitoring pH with HART communication. IDAACS 2017: 864-869 - [c19]Claudia F. Chitu, Grigore Stamatescu, Iulia Stamatescu, Valentin Sgarciu:
Wireless system for occupancy modelling and prediction in smart buildings. MED 2017: 1094-1099 - [c18]Cristian Dragana, Grigore Stamatescu, Viorel Mihai, Dan Popescu:
An approach for weighted average consensus in event detection. MED 2017: 1100-1105 - [c17]Claudia F. Chitu, Grigore Stamatescu, Valentin Sgârciu:
Scalable architectures for stream analytics and data predictions dedicated to smart spaces. BuildSys@SenSys 2017: 47:1-47:2 - 2016
- [c16]Cristian Dragana, Grigore Stamatescu, Andrei Dobrin, Dan Popescu:
Evaluation of continuous consensus algorithm in border surveillance missions. ECAI 2016: 1-6 - [c15]Grigore Stamatescu, Alberto Cerpa:
Zone-level agreement by consensus for building thermal energy management. ICCA 2016: 377-382 - [c14]Grigore Stamatescu, Iulia Stamatescu:
Open and closed loop simulation for predictive control of buildings. MED 2016: 304-309 - [c13]Grigore Stamatescu, Alex Beltran, Alberto Cerpa:
Data-driven Comfort Models for User-centric Predictive Control in Smart Buildings: Poster Abstract. BuildSys@SenSys 2016: 221-222 - [i7]Grigore Stamatescu, Iulia Stamatescu, Nicoleta Arghira, Vasile Calofir, Ioana Fagarasan:
Building Cyber-Physical Energy Systems. CoRR abs/1605.06903 (2016) - 2015
- [c12]Ionela Halcu, Grigore Stamatescu, Valentin Sgarciu:
Enabling security on 6LoWPAN / IPv6 Wireless Sensor Networks. ECAI 2015 - [c11]Giorgian Neculoiu, Valentin Dache, Grigore Stamatescu, Valentin Sgarciu:
Buildings modeling in order to implement optimal temperature control. ECAI 2015 - [c10]Grigore Stamatescu, Iulia Stamatescu, Dan Popescu, Cristian Mateescu:
Sensor fusion method for altitude estimation in mini-UAV applications. ECAI 2015 - [c9]Grigore Stamatescu, Iulia Stamatescu, Cristian Dragana, Dan Popescu:
Large scale heterogeneous monitoring system with decentralized sensor fusion. IDAACS 2015: 2-5 - [c8]Grigore Stamatescu, Dan Popescu, Cristian Mateescu:
Dynamic Task Planning of Aerial Robotic Platforms for Ground Sensor Data Collection and Processing. RAAD 2015: 397-405 - [i6]Grigore Stamatescu:
Achieving Sensor Fusion for Collaborative Multi-level Monitoring of Pipeline Infrastructures. CoRR abs/1511.01538 (2015) - 2014
- [c7]Grigore Stamatescu, Dan Popescu, Radu Dobrescu:
Cognitive radio as solution for ground-aerial surveillance through WSN and UAV infrastructure. ECAI 2014: 51-56 - [c6]Ionela Halcu, Grigore Stamatescu, Iulia Stamatescu, Valentin Sgarciu:
An analysis of security and communication constraints of IPv6-based Sensor Networks. ECAI 2014: 55-60 - [i5]Nicoleta Arghira, Ioana Fagarasan, Grigore Stamatescu, Sergiu Stelian Iliescu, Iulia Stamatescu, Vasile Calofir:
Some Aspects concerning the Cyber-Physical Systems Approach in Power Systems. CoRR abs/1406.2565 (2014) - 2013
- [c5]Andrei Maciuca, Grigore Stamatescu, Dan Popescu, Mircea Strutu:
Integrating wireless body and ambient sensors into a hybrid femtocell network for home monitoring. ICSCS 2013: 32-37 - [c4]Andrei Maciuca, Dan Popescu, Mircea Strutu, Grigore Stamatescu:
Wireless sensor network based on multilevel femtocells for home monitoring. IDAACS 2013: 499-503 - [c3]Grigore Stamatescu, Dan Popescu, Valentin Sgarciu:
MICARES: Mote expansion module for gas sensing applications. IDAACS 2013: 504-508 - [i4]Iulia Dumitru, Grigore Stamatescu, Ioana Fagarasan, Sergiu Stelian Iliescu:
Dynamic Management Techniques for Increasing Energy Efficiency within a Data Center. CoRR abs/1305.6203 (2013) - [i3]Grigore Stamatescu, Valentin Sgarciu:
Integration of Wireless Sensor Networks with Virtual Instrumentation in a Residential Environment. CoRR abs/1305.6229 (2013) - [i2]Adriana Olteanu, Grigore Stamatescu, Anca Daniela Ionita, Valentin Sgarciu:
Enhanced Data Integration for LabVIEW Laboratory Systems. CoRR abs/1308.6701 (2013) - [i1]Vasile Calofir, Valentin Tanasa, Ioana Fagarasan, Iulia Stamatescu, Nicoleta Arghira, Grigore Stamatescu:
A Backstepping Control Method for a Nonlinear Process - Two Coupled-Tanks. CoRR abs/1312.0728 (2013) - 2011
- [c2]Grigore Stamatescu, Kay Römer, Ralf Ludwig, Saleh M. Ibrahim, Valentin Sgarciu:
Work in progress: MiceNet: Monitoring behaviour of laboratory mice with sensor networks. DCOSS 2011: 1-3
2000 – 2009
- 2009
- [c1]Razvan Solea, Adrian Filipescu, Grigore Stamatescu:
Sliding-mode real-time mobile platform control in the presence of uncertainties. CDC 2009: 7747-7752
Coauthor Index
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