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2020 – today

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2025
[j42]
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Konstantinos Nikiforidis, Alkiviadis Kyrtsoglou, Thanasis Vafeiadis, Thanasis Kotsiopoulos, Alexandros Nizamis, Dimosthenis Ioannidis, Konstantinos Votis, Dimitrios Tzovaras, Panagiotis G. Sarigiannidis:
Enhancing transparency and trust in AI-powered manufacturing: A survey of explainable AI (XAI) applications in smart manufacturing in the era of industry 4.0/5.0. ICT Express 11(1): 135-148 (2025)
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Alexandros Nizamis, Matilde Julián, Clara I. Valero, Magda Foti, Ioanna Drigkopoulou, Miguel Ángel Esbrí, Ruben Costa, Alexandre Yortholt, Dimosthenis Ioannidis, Panagiotis K. Gkonis, Panagiotis Trakadas, Dimitrios Tzovaras, Carlos Enrique Palau:
Data-as-a-Product to enable data-driven value networks in Industries 4.0 & 5.0: The Swiss Smart Factory experiment. ANT/EDI40 2025: 793-800
[c87]
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  - conf/ipas2/PechlivaniGCKHI25
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Eleftheria Maria Pechlivani, Georgios Gkogkos, Panagiotis Christakakis, Dimitrios Kapetas, Ioannis Hadjigeorgiou, Dimosthenis Ioannidis, Dimitrios Tzovaras:
Aquaponic Farming with Advanced Decision Support System: Practical Implementation and Evaluation. IPAS 2025: 1-7
[c86]
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  - conf/iui/TsitaEVIT25
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Anastasia Tsita, Stylianos Eleftheriadis, Thanasis Vafeiadis, Dimosthenis Ioannidis, Dimitrios Tzovaras:
AI-Assisted Gamification Platform for Smart City Food Waste Management. IUI Companion 2025: 12-16
2024
[j41]
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  - journals/computing/TsalikidisMTKI24
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Nikos Tsalikidis, Aristeidis Mystakidis, Christos Tjortjis, Paraskevas Koukaras, Dimosthenis Ioannidis:
Energy load forecasting: one-step ahead hybrid model utilizing ensembling. Computing 106(1): 241-273 (2024)
[j40]
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  - journals/eswa/KotsiopoulosPVDNBBIVTS24
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Thanasis Kotsiopoulos, Gerasimos Papakostas, Thanasis Vafeiadis, Vasileios Dimitriadis, Alexandros Nizamis, Andrea Bolzoni, Davide Bellinati, Dimosthenis Ioannidis, Konstantinos Votis, Dimitrios Tzovaras, Panagiotis G. Sarigiannidis:
Revolutionizing defect recognition in hard metal industry through AI explainability, human-in-the-loop approaches and cognitive mechanisms. Expert Syst. Appl. 255: 124839 (2024)
[j39]
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Thanasis Antamis, Anastasios Drosou, Thanasis Vafeiadis, Alexandros Nizamis, Dimosthenis Ioannidis, Dimitrios Tzovaras:
Interpretability of deep neural networks: A review of methods, classification and hardware. Neurocomputing 601: 128204 (2024)
[j38]
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Alexios Papaioannou, Asimina Dimara, Stelios Krinidis, Christos-Nikolaos Anagnostopoulos, Dimosthenis Ioannidis, Dimitrios Tzovaras:
Advanced proactive anomaly detection in multi-pattern home appliances for energy optimization. Internet Things 26: 101175 (2024)
[j37]
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  - journals/ojcs/SchoinasTITDVLAS24
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Ioannis Schoinas, Anna Triantafyllou, Dimosthenis Ioannidis, Dimitrios Tzovaras, Anastasios Drosou, Konstantinos Votis, Thomas Lagkas, Vasileios Argyriou, Panagiotis G. Sarigiannidis:
Federated Learning: Challenges, SoTA, Performance Improvements and Application Domains. IEEE Open J. Commun. Soc. 5: 5933-6017 (2024)
[j36]
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  - journals/sensors/ManisSKTOLTKGPTITS24
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Othonas Manis, Michalis Skoumperdis, Christos Kioroglou, Dimitrios Tzilopoulos, Miltos Ouzounis, Michalis Loufakis, Nikolaos Tsalikidis, Nikolaos Kolokas, Panagiotis Georgakis, Ilias Panagoulias, Alexandros Tsolkas, Dimosthenis Ioannidis, Dimitrios Tzovaras, Mile Stankovski:
Data-Driven AI Models within a User-Defined Optimization Objective Function in Cement Production. Sensors 24(4): 1225 (2024)
[j35]
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  - journals/sensors/PapaioannouDKKAIT24
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Alexios Papaioannou, Asimina Dimara, Charalampos S. Kouzinopoulos, Stelios Krinidis, Christos-Nikolaos Anagnostopoulos, Dimosthenis Ioannidis, Dimitrios Tzovaras:
LP-OPTIMA: A Framework for Prescriptive Maintenance and Optimization of IoT Resources for Low-Power Embedded Systems. Sensors 24(7): 2125 (2024)
[c85]
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  - conf/ice-itmc/TimplalexisMGAP24
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Christos Timplalexis, Sheila Sánchez Mínzuez, Pablo Bort Gómez, Nuno Amaro, João Patrício, Nikolaos Nikolopoulos, Stefanos Petridis, Panagiotis Zestanakis, Filipe Neves Silva, Minas Alexiadis, Dimosthenis Ioannidis, Dimitrios Tzovaras:
Empowering Energy Communities: Real-Time Optimization of DERs Through Interactions between COMMUNITAS Project Innovative Tools. ICE/ITMC 2024: 1-8
[c84]
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  - conf/icsc3/KladovasilakisC24
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Nikolaos Kladovasilakis, Paschalis Charalampous, Athanasios Panagiotis Pelekoudas, Ioannis Kostavelis, Dimosthenis Ioannidis, Dimitrios Tzovaras:
BladeWorks: A Novel Manufacturing-as-a-Service Platform for the Development of Customized Knives. ICSC (1) 2024: 54-65
[c83]
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Dimitra Zotou, Stefanos Papadam, Andreas Kargakos, Ioannis Kostavelis, Maria Bliantidou, Dimitrios Giakoumis, Dimosthenis Ioannidis, Dimitrios Tzovaras:
iWMS: A Warehouse Management System for a Goods-to-Person Warehouse Automation. ICSC (1) 2024: 148-160
[c82]
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  - conf/ifip12/TzitziouDSPMKAK24
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Georgia Tzitziou, Asimina Dimara, Aliki Stefanopoulou, Alexios Papaioannou, Iakovos T. Michailidis, Stelios Krinidis, Christos-Nikolaos Anagnostopoulos, Elias B. Kosmatopoulos, Dimosthenis Ioannidis, Dimitrios Tzovaras:
Tourist Flow Projection in Response to Weather Variability for Sustainable Tourism and Management. AIAI (Workshops) 2024: 476-489
[c81]
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  - conf/inista/KolokasTZIT24
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Nikolaos Kolokas, Vasileios Tatsis, Angeliki Zacharaki, Dimosthenis Ioannidis, Dimitrios Tzovaras:
Improved Outlier Detection for Failure Forecasting using Anomaly Score Threshold Optimization and Ensemble Methods. INISTA 2024: 1-6
[c80]
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  - conf/isgteurope/GkaidatzisGRITG24
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Paschalis A. Gkaidatzis, Konstantinos Grigoropoulos, Renos Rotas, Petros Iliadis, Athanasios Tamvakos, Josep Maria Salanova Grau, Angelina D. Bintoudi, Ioannis Moschos, Dimosthenis Ioannidis, Nikos Nikolopoulos, Mary Panou, Dimitrios Tzovaras:
Optimal EV charger placement considering technical uncertainties. ISGT EUROPE 2024: 1-5
[c79]
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  - conf/isgteurope/RotasINGGITTP24
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Renos Rotas, Petros Iliadis, Nikos Nikolopoulos, Paschalis A. Gkaidatzis, Konstantinos Grigoropoulos, Dimosthenis Ioannidis, Dimitrios Tzovaras, Athanasios Tamvakos, Mary Panou:
Vehicle-to-grid dynamic modeling in a neighborhood of Utrecht municipality. ISGT EUROPE 2024: 1-5
[c78]
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  - conf/ism2/CharalampousKPK24
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Paschalis Charalampous, Nikolaos Kladovasilakis, Thanasis Pelekoudas, Ioannis Kostavelis, Dimosthenis Ioannidis, Dimitrios Tzovaras:
Product Design of Customized 3D Printed Knives Using Artificial Intelligence and Numerical Simulation Technologies. ISM 2024: 1770-1779
[c77]
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  - conf/mmar/ZotouPTKTAKGMIT24
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Dimitra Zotou, Stefanos Papadam, Christina Theodoridou, Andreas Kargakos, Kosmas Tsiakas, Dimitrios Alexiou, Ioannis Kostavelis, Dimitrios Giakoumis, Nikolaos Morenos, Dimosthenis Ioannidis, Dimitrios Tzovaras:
Warehouse automation solution through a goods-to-person AMR. MMAR 2024: 187-192
[c76]
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  - conf/mocast/EleftheriadisMKIT24
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Stylianos Eleftheriadis, Georgios Margaritis, Charalampos S. Kouzinopoulos, Dimosthenis Ioannidis, Dimitrios Tzovaras:
An Embedded System for the Predictive Maintenance of Aerobic Digesters with Liquid Outputs. MOCAST 2024: 1-4
[c75]
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  - conf/sam-iot/NizamisIGT24
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Alexandros Nizamis, Dimosthenis Ioannidis, Panagiotis K. Gkonis, Panagiotis Trakadas:
Introducing an Enhanced Metadata Broker for Manufacturing Data Spaces. eSAAM 2024: 37-40
2023
[j34]
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  - journals/algorithms/SiddiqueKIT23
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Muhammad Talha Siddique, Paraskevas Koukaras, Dimosthenis Ioannidis, Christos Tjortjis:
SmartBuild RecSys: A Recommendation System Based on the Smart Readiness Indicator for Energy Efficiency in Buildings. Algorithms 16(10): 482 (2023)
[j33]
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  - journals/computing/MystakidisNAKGITT23
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Aristeidis Mystakidis, Evangelia Ntozi, Konstantinos Afentoulis, Paraskevas Koukaras, Paschalis Gkaidatzis, Dimosthenis Ioannidis, Christos Tjortjis, Dimitrios Tzovaras:
Energy generation forecasting: elevating performance with machine and deep learning. Computing 105(8): 1623-1645 (2023)
[j32]
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  - journals/fgcs/CimminoCFPTGIT23
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Andrea Cimmino, Juan Cano-Benito, Alba Fernández-Izquierdo, Christos Patsonakis, Apostolos C. Tsolakis, Raúl García-Castro, Dimosthenis Ioannidis, Dimitrios Tzovaras:
A scalable, secure, and semantically interoperable client for cloud-enabled Demand Response. Future Gener. Comput. Syst. 141: 54-66 (2023)
[j31]
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  - journals/ict-express/TsolakiVNIT23
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Kalliopi Tsolaki, Thanasis Vafeiadis, Alexandros Nizamis, Dimosthenis Ioannidis, Dimitrios Tzovaras:
Utilizing machine learning on freight transportation and logistics applications: A review. ICT Express 9(3): 284-295 (2023)
[j30]
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  - journals/sensors/KolokasIT23
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Nikolaos Kolokas, Dimosthenis Ioannidis, Dimitrios Tzovaras:
DSF Core: Integrated Decision Support for Optimal Scheduling of Lifetime Extension Strategies for Industrial Equipment. Sensors 23(3): 1332 (2023)
[j29]
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  - journals/tce/AngelisTSKIKT23
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Georgios-Fotios Angelis, Christos Timplalexis, Athanasios I. Salamanis, Stelios Krinidis, Dimosthenis Ioannidis, Dionysios D. Kehagias, Dimitrios Tzovaras:
Energformer: A New Transformer Model for Energy Disaggregation. IEEE Trans. Consumer Electron. 69(3): 308-320 (2023)
[j28]
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  - journals/tecs/PapaioannouKIT23
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Alexios Papaioannou, Charalampos S. Kouzinopoulos, Dimosthenis Ioannidis, Dimitrios Tzovaras:
An Ultra-low-power Embedded AI Fire Detection and Crowd Counting System for Indoor Areas. ACM Trans. Embed. Comput. Syst. 22(4): 61:1-61:20 (2023)
[j27]
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  - journals/tii/EvangelidisDLITT23
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Apostolos Evangelidis, Nikolaos Dimitriou, Lampros Leontaris, Dimosthenis Ioannidis, Gregory Tinker, Dimitrios Tzovaras:
A Deep Regression Framework Toward Laboratory Accuracy in the Shop Floor of Microelectronics. IEEE Trans. Ind. Informatics 19(3): 2652-2661 (2023)
[c74]
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  - conf/ccwc/TzitziouDPKAIT23
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Georgia Tzitziou, Asimina Dimara, Alexios Papaioannou, Stelios Krinidis, Christos-Nikolaos Anagnostopoulos, Dimosthenis Ioannidis, Dimitrios Tzovaras:
Is the residential sector ready for prescriptive maintenance? A short analysis. CCWC 2023: 22-28
[c73]
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  - conf/csr2/OikonomouIIT23
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Chrysoula Oikonomou, Ilias Iliopoulos, Dimosthenis Ioannidis, Dimitrios Tzovaras:
A Multi-Class Intrusion Detection System Based on Continual Learning. CSR 2023: 86-91
[c72]
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  - conf/csr2/SavvidisVVBIVT23
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Panagiotis Savvidis, Nikolaos Vakakis, Antonis Voulgaridis, Emanuele Bellini, Dimosthenis Ioannidis, Konstantinos Votis, Dimitrios Tzovaras:
Towards a Hybrid Multi-Layer Blockchain-Based Energy Trading Market for Microgrids. CSR 2023: 546-551
[c71]
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  - conf/dcoss/DimoudisVNMZIT23
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Dimitris Dimoudis, Thanasis Vafeiadis, Alexandros Nizamis, Emma Musiari, Luca Ziliotti, Dimosthenis Ioannidis, Dimitrios Tzovaras:
A Holistic Framework for Production Scheduling in Industry 4.0. DCOSS-IoT 2023: 269-276
[c70]
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  - conf/icdsp/TerzoglouLSIT23
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G. Terzoglou, M. Loufakis, Panagiotis Symeonidis, Dimosthenis Ioannidis, Dimitrios Tzovaras:
Employing deep learning framework for improving solar panel defects using drone imagery. DSP 2023: 1-5
[c69]
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Christos Tzouvaras, Asimina Dimara, Alexios Papaioannou, Kanela Karatzia, Christos-Nikolaos Anagnostopoulos, Stelios Krinidis, Konstantinos I. Arvanitis, Dimosthenis Ioannidis, Dimitrios Tzovaras:
A Guide to Visual Comfort: An Overview of Indices and Its Applications. AIAI (Workshops) 2023: 183-194
[c68]
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  - conf/ifip12/MartinopoulouDT23
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Efstathia Martinopoulou, Asimina Dimara, Anastasia Tsita, Sergio Luis Herrera Gonzalez, Rafael Marin-Perez, Juan Andres Sanchez Segado, Piero Fraternali, Stelios Krinidis, Christos-Nikolaos Anagnostopoulos, Dimosthenis Ioannidis, Dimitrios Tzovaras:
A Novel Social Collaboration Platform for Enhancing Energy Awareness. AIAI (Workshops) 2023: 195-206
[c67]
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Aliki Stefanopoulou, Asimina Dimara, Iakovos T. Michailidis, Georgios Karatzinis, Alexios Papaioannou, Stelios Krinidis, Christos-Nikolaos Anagnostopoulos, Elias B. Kosmatopoulos, Dimosthenis Ioannidis, Dimitrios Tzovaras:
Ensuring Reliability in Smart Building IoT Operations Through Real-Time Holistic Data Treatment. AIAI (Workshops) 2023: 207-218
[c66]
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Georgia Tzitziou, Asimina Dimara, Alexios Papaioannou, Christos Tzouvaras, Stelios Krinidis, Christos-Nikolaos Anagnostopoulos, Dimosthenis Ioannidis, Dimitrios Tzovaras:
Realtime Multi-factor Dynamic Thermal Comfort Estimation for Indoor Environments. AIAI (Workshops) 2023: 219-230
[c65]
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  - conf/ifip12/PapaioannouDMS023
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Alexios Papaioannou, Asimina Dimara, Iakovos T. Michailidis, Aliki Stefanopoulou, Georgios Karatzinis, Stelios Krinidis, Christos-Nikolaos Anagnostopoulos, Elias B. Kosmatopoulos, Dimosthenis Ioannidis, Dimitrios Tzovaras:
Self-protection of IoT Gateways Against Breakdowns and Failures Enabling Automated Sensing and Control. AIAI (Workshops) 2023: 231-241
[c64]
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Christos Tzouvaras, Asimina Dimara, Alexios Papaioannou, Christos-Nikolaos Anagnostopoulos, Konstantinos Kotis, Stelios Krinidis, Dimosthenis Ioannidis, Dimitrios Tzovaras:
Semantic Interoperability for Managing Energy-Efficiency and IEQ: A Short Review. AIAI (Workshops) 2023: 242-253
[c63]
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Georgios Karatzinis, Iakovos T. Michailidis, Asimina Dimara, Aliki Stefanopoulou, Vasileios Georgios Vasilopoulos, Stelios Krinidis, Christos-Nikolaos Anagnostopoulos, Elias B. Kosmatopoulos, Dimosthenis Ioannidis, Dimitrios Tzovaras:
Treating Common Problems Observed During Smart Building Control Real-Life Testing: Sharing Practical Experience. AIAI (Workshops) 2023: 254-265
[c62]
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Anastasia Theodouli, Evdoxia Manganopoulou, Athanasios Kalfoutzos, Athanasios Tzikas, Christos Tsislianis, Dimosthenis Ioannidis, Konstantinos Votis, Dimitrios Tzovaras:
Towards a Secure and Transparent Blockchain-Based System for e-Commerce Deliveries. SecITC 2023: 113-125
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Nikolaos Katsaros, Panagiota Chatzipanagiotidou, Georgios Giannopoulos, Nikolaos Bouzianas, Panagiotis Klonis, Stavros Koltsios, Ioannis Pastaltzidis, Dimosthenis Ioannidis, Dimitrios Tzovaras:
D^2EPC BIM-based Digital Twin data model example and real-time building measurements. Zenodo, 2023
2022
[j26]
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Vaia Rousopoulou, Thanasis Vafeiadis, Alexandros Nizamis, Ioannis Iakovidis, Leonidas Samaras, Alkis Kirtsoglou, Konstantinos Georgiadis, Dimosthenis Ioannidis, Dimitrios Tzovaras:
Cognitive analytics platform with AI solutions for anomaly detection. Comput. Ind. 134: 103555 (2022)
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Paraskevas Koukaras, Christos Tjortjis, Paschalis Gkaidatzis, Napoleon A. Bezas, Dimosthenis Ioannidis, Dimitrios Tzovaras:
An interdisciplinary approach on efficient virtual microgrid to virtual microgrid energy balancing incorporating data preprocessing techniques. Computing 104(1): 209-250 (2022)
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Anastasios Alexiadis, Angeliki Veliskaki, Alexandros Nizamis, Angelina D. Bintoudi, Lampros Zyglakis, Andreas Triantafyllidis, Ioannis Koskinas, Dimosthenis Ioannidis, Konstantinos Votis, Dimitrios Tzovaras:
A smarthome conversational agent performing implicit demand-response application planning. Integr. Comput. Aided Eng. 29(1): 43-61 (2022)
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Thanasis Vafeiadis, Nikolaos Kolokas, Nikolaos Dimitriou, Angeliki Zacharaki, Murat Yildirim, Habibe Gülben Selvi, Dimosthenis Ioannidis, Dimitrios Tzovaras:
A comparison of 2DCNN network architectures and boosting techniques for regression-based textile whiteness estimation. Simul. Model. Pract. Theory 114: 102400 (2022)
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Evdokia Krystallidou, Achilles Boursianis, Panagiotis D. Diamantoulakis, Sotirios K. Goudos, George K. Karagiannidis, Giorgos Siachamis, Georgios Stavropoulos, Dimosthenis Ioannidis, Dimitrios Tzovaras:
Radio Frequency Energy Harvesting System and the Utilization of Blockchain Technologies in Agriculture. HAICTA 2022: 100-105
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Niccolò Zangrando, Sergio Herrera, Paraskevas Koukaras, Asimina Dimara, Piero Fraternali, Stelios Krinidis, Dimosthenis Ioannidis, Christos Tjortjis, Christos-Nikolaos Anagnostopoulos, Dimitrios Tzovaras:
Anomaly Detection in Small-Scale Industrial and Household Appliances. AIAI (Workshops) 2022: 229-240
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Asimina Dimara, Alkiviadis Kyrtsoglou, Iakovos T. Michailidis, Stelios Krinidis, Elias B. Kosmatopoulos, Dimosthenis Ioannidis, Christos-Nikolaos Anagnostopoulos, Dimitrios Tzovaras:
Environmental Feature Correlation and Meta-analysis for Occupancy Detection - A Real-Life Assessment. AIAI (Workshops) 2022: 253-264
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Iakovos T. Michailidis, Georgios Vougiatzis, Aliki Stefanopoulou, Asimina Dimara, Christos D. Korkas, Stelios Krinidis, Elias B. Kosmatopoulos, Dimosthenis Ioannidis, Christos-Nikolaos Anagnostopoulos, Dimitrios Tzovaras:
Non-intrusive Diagnostics for Legacy Heat-Pump Performance Degradation. AIAI (Workshops) 2022: 265-275
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Paraskevas Koukaras, Asimina Dimara, Sergio Herrera, Niccolò Zangrando, Stelios Krinidis, Dimosthenis Ioannidis, Piero Fraternali, Christos Tjortjis, Christos-Nikolaos Anagnostopoulos, Dimitrios Tzovaras:
Proactive Buildings: A Prescriptive Maintenance Approach. AIAI (Workshops) 2022: 289-300
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Petros Tzallas, Napoleon A. Bezas, Ioannis Moschos, Dimosthenis Ioannidis, Dimitrios Tzovaras:
Probabilistic Quantile Multi-step Forecasting of Energy Market Prices: A UK Case Study. AIAI (Workshops) 2022: 301-313
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Stavros Koltsios, Nikolaos Katsaros, Nikolaos Mpouzianas, Panagiotis Klonis, Georgios Giannopoulos, Ioannis Pastaltzidis, Panagiota Chatzipanagiotidou, Egle Klumbvte, Andrius Jurelionis, Lina Seduikvte, Phoebe-Zoe Georgali, Paris A. Fokaides, Dimosthenis Ioannidis, Dimitrios Tzovaras:
Digital Twin application on next-generation Building Energy Performance Certification scheme. ISC2 2022: 1-7
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Dimitris Dimoudis, Thanasis Vafeiadis, Alexandros Nizamis, Dimosthenis Ioannidis, Dimitrios Tzovaras:
Utilizing an adaptive window rolling median methodology for time series anomaly detection. ISM 2022: 584-593
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Chrysoula Oikonomou, Charalampos S. Kouzinopoulos, Dimosthenis Ioannidis, Dimitrios Tzovaras:
An Encryption Scheme using Dynamic Keys and Stream Ciphers for Embedded Devices. MECO 2022: 1-4
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Giorgos Siachamis, Charilaos Kaliakatsos, Georgios Stavropoulos, Konstantinos Votis, Dimosthenis Ioannidis, Dimitrios Tzovaras:
A Decentralized Secured Data sharing Framework for IoT Networks. WF-IoT 2022: 1-6
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Christoph Mertens, Jesús Alonso, Óscar Lázaro, Charaka Palansuriya, Gernot Böge, Alexandros Nizamis, Vaia Rousopoulou, Dimosthenis Ioannidis, Dimitrios Tzovaras, Rizkallah Touma, Miquel Tarzan, Diego Mallada, Paulo Figueiras, Ruben Costa, Diogo Graça, Gisela García, Begoña Laibarra, Aitor Celaya, Piotr Sobonski, Azzam Naeem, Alberto Mozo, Stanislav Vakaruk, Jesús Enrique Sierra-García, Antonio Pastor, Juan Rodriguez, Marlène Hildebrand, Tomasz Luniewski, Wojciech Zietak, Christoph Lange, Konstantinos Sipsas, Athanasios Poulakidas:
A Framework for Big Data Sovereignty: The European Industrial Data Space (EIDS). Data Spaces 2022: 201-226
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Apostolos Evangelidis, Nikolaos Dimitriou, Lampros Leontaris, Dimosthenis Ioannidis, Gregory Tinker, Dimitrios Tzovaras:
PCB 3D inspection from 2D images. IEEE DataPort, 2022
2021
[j22]
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Lampros Leontaris, Nikolaos Dimitriou, Dimosthenis Ioannidis, Konstantinos Votis, Dimitrios Tzovaras, Elpiniki Papageorgiou:
An Autonomous Illumination System for Vehicle Documentation Based on Deep Reinforcement Learning. IEEE Access 9: 75336-75348 (2021)
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Thanasis Kotsiopoulos, Panagiotis G. Sarigiannidis, Dimosthenis Ioannidis, Dimitrios Tzovaras:
Machine Learning and Deep Learning in smart manufacturing: The Smart Grid paradigm. Comput. Sci. Rev. 40: 100341 (2021)
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Paraskevas Koukaras, Napoleon A. Bezas, Paschalis Gkaidatzis, Dimosthenis Ioannidis, Dimitrios Tzovaras, Christos Tjortjis:
Introducing a novel approach in one-step ahead energy load forecasting. Sustain. Comput. Informatics Syst. 32: 100616 (2021)
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Asimina Dimara, Dimitrios Triantafyllidis, Stelios Krinidis, Konstantinos Kitsikoudis, Dimosthenis Ioannidis, Stavros Antipas, Dimitrios Tzovaras:
District Energy Optimization Based on MLP Simulation. CCWC 2021: 238-244
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Charalampos-Rafail Medentzidis, Thanasis Kotsiopoulos, Vasileios Vellikis, Dimosthenis Ioannidis, Dimitrios Tzovaras, Panagiotis G. Sarigiannidis:
Cyber Attack Detection and Trust Management Toolkit for Defence-Related Microgrids. AIAI (Workshops) 2021: 240-251
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George Lazaridis, Kostas Papachristou, Anastasios Drosou, Dimosthenis Ioannidis, Periklis Chatzimisios, Dimitrios Tzovaras:
On the Potential of SDN Enabled Network Deployment in Tactical Environments. AIAI (Workshops) 2021: 252-263
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Elpiniki Makri, Ioannis Koskinas, Apostolos C. Tsolakis, Dimosthenis Ioannidis, Dimitrios Tzovaras:
Short Term Net Imbalance Volume Forecasting Through Machine and Deep Learning: A UK Case Study. AIAI (Workshops) 2021: 377-389
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  - conf/indin/Alvarez-Napagao21
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Sergio Álvarez-Napagao, Boki Ashmore, Marta Barroso, Cristian Barrué, Christian Beecks, Fabian Berns, Ilaria Bosi, Sisay Adugna Chala, Nicola Ciulli, Marta Garcia-Gasulla, Alexander Grass, Dimosthenis Ioannidis, Natalia Jakubiak, Karl Köpke, Ville Lämsä, Pedro Megias, Alexandros Nizamis, Claudio Pastrone, Rosaria Rossini, Miquel Sànchez-Marrè, Luca Ziliotti:
knowlEdge Project -Concept, Methodology and Innovations for Artificial Intelligence in Industry 4.0. INDIN 2021: 1-7
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  - conf/mobihealth/ExarchouATIVT21
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Dimitrios-Marios Exarchou, Anastasios Alexiadis, Andreas Triantafyllidis, Dimosthenis Ioannidis, Konstantinos Votis, Dimitrios Tzovaras:
A Deep Learning-Based Dessert Recognition System for Automated Dietary Assessment. MobiHealth 2021: 60-70
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Panagiotis Valatsos, Thanasis Vafeiadis, Alexandros Nizamis, Dimosthenis Ioannidis, Dimitrios Tzovaras:
Freight transportation route time prediction with ensemble learning techniques. PCI 2021: 52-57
2020
[j19]
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Evdoxia Eirini Lithoxoidou, Chrysovalantou Ziogou, Thanasis Vafeiadis, Stelios Krinidis, Dimosthenis Ioannidis, Spyros Voutetakis, Dimitrios Tzovaras:
Towards the behavior analysis of chemical reactors utilizing data-driven trend analysis and machine learning techniques. Appl. Soft Comput. 94: 106464 (2020)
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Evdoxia Eirini Lithoxoidou, Stefanos Doumpoulakis, Athanasios Tsakiris, Chrysovalantou Ziogou, Stelios Krinidis, Ioannis Paliokas, Dimosthenis Ioannidis, Konstantinos Votis, Spyros Voutetakis, Erion Elmasllari, Dimitrios Tzovaras:
A novel social gamified collaboration platform enriched with shop-floor data and feedback for the improvement of the productivity, safety and engagement in factories. Comput. Ind. Eng. 139: 105691 (2020)
[j17]
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Angeliki Zacharaki, Thanasis Vafeiadis, Nikolaos Kolokas, Aikaterini Vaxevani, Yuchun Xu, Michael Peschl, Dimosthenis Ioannidis, Dimitrios Tzovaras:
RECLAIM: Toward a New Era of Refurbishment and Remanufacturing of Industrial Equipment. Frontiers Artif. Intell. 3: 570562 (2020)
[j16]
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Vaia Rousopoulou, Alexandros Nizamis, Thanasis Vafeiadis, Dimosthenis Ioannidis, Dimitrios Tzovaras:
Predictive Maintenance for Injection Molding Machines Enabled by Cognitive Analytics for Industry 4.0. Frontiers Artif. Intell. 3: 578152 (2020)
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Nikolaos Dimitriou, Lampros Leontaris, Thanasis Vafeiadis, Dimosthenis Ioannidis, Tracy Wotherspoon, Gregory Tinker, Dimitrios Tzovaras:
A Deep Learning framework for simulation and defect prediction applied in microelectronics. Simul. Model. Pract. Theory 100: 102063 (2020)
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Nikolaos Kolokas, Thanasis Vafeiadis, Dimosthenis Ioannidis, Dimitrios Tzovaras:
A generic fault prognostics algorithm for manufacturing industries using unsupervised machine learning classifiers. Simul. Model. Pract. Theory 103: 102109 (2020)
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Nikolaos Dimitriou, Lampros Leontaris, Thanasis Vafeiadis, Dimosthenis Ioannidis, Tracy Wotherspoon, Gregory Tinker, Dimitrios Tzovaras:
Fault Diagnosis in Microelectronics Attachment Via Deep Learning Analysis of 3-D Laser Scans. IEEE Trans. Ind. Electron. 67(7): 5748-5757 (2020)
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Giorgos Sfikas, Dimosthenis Ioannidis, Dimitrios Tzovaras:
Quaternion Harris For Multispectral Keypoint Detection. ICIP 2020: 11-15
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George Pavlidis, Apostolos C. Tsolakis, Dimosthenis Ioannidis, Dimitrios Tzovaras:
Demand Flexibility Estimation Based on Habitual Behaviour and Motif Detection. ICPR Workshops (7) 2020: 417-431
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Victor Megir, Giorgos Sfikas, Athanasios Mekras, Christophoros Nikou, Dimosthenis Ioannidis, Dimitrios Tzovaras:
Salient Object Detection with Pretrained Deeplab and k-Means: Application to UAV-Captured Building Imagery. ICPR Workshops (7) 2020: 477-489
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Anastasios Alexiadis, Alexandros Nizamis, Ioannis Koskinas, Dimosthenis Ioannidis, Konstantinos Votis, Dimitrios Tzovaras:
Applying an Intelligent Personal Agent on a Smart Home Using a Novel Dialogue Generator. AIAI (2) 2020: 384-395
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Dimitra Triantafyllou, Alexandros Kanlis, Stelios Krinidis, Georgios Stavropoulos, Dimosthenis Ioannidis, Iraklis Chatziparasidis, Dimitrios Tzovaras:
Occupancy Flow Control - Case Study: Elevator Cabin. INTAP 2020: 27-38
[c39]
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Panagiotis I. Radoglou-Grammatikis, Panagiotis G. Sarigiannidis, Eider Iturbe, Erkuden Rios, Antonios Sarigiannidis, Odysseas Nikolis, Dimosthenis Ioannidis, Vasileios Machamint, Michalis Tzifas, Alkiviadis Giannakoulias, Michail K. Angelopoulos, Anastasios Papadopoulos, Francisco Ramos:
Secure and Private Smart Grid: The SPEAR Architecture. NetSoft 2020: 450-456
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Giorgos Sfikas, Dimosthenis Ioannidis, Dimitrios Tzovaras:
Quaternionic keypoint description for multispectral imaging. SETN 2020: 78-84
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Lampros Zyglakis, Stylianos Zikos, Konstantinos Kitsikoudis, Angelina D. Bintoudi, Apostolos C. Tsolakis, Dimosthenis Ioannidis, Dimitrios Tzovaras:
Greek Smart House Nanogrid Dataset. Zenodo, 2020
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  - journals/corr/abs-2002-10974
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Nikolaos Dimitriou, Lampros Leontaris, Thanasis Vafeiadis, Dimosthenis Ioannidis, Tracy Wotherspoon, Gregory Tinker, Dimitrios Tzovaras:
Fault Diagnosis in Microelectronics Attachment via Deep Learning Analysis of 3D Laser Scans. CoRR abs/2002.10974 (2020)
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Nikolaos Dimitriou, Lampros Leontaris, Thanasis Vafeiadis, Dimosthenis Ioannidis, Tracy Wotherspoon, Gregory Tinker, Dimitrios Tzovaras:
A Deep Learning Framework for Simulation and Defect Prediction Applied in Microelectronics. CoRR abs/2002.10986 (2020)

2010 – 2019

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2019
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Stylianos Zikos, Maria Tsourma, Evdoxia Eirini Lithoxoidou, Anastasios Drosou, Dimosthenis Ioannidis, Dimitrios Tzovaras:
User Acceptance Evaluation of a Gamified Knowledge Sharing Platform for Use in Industrial Environments. Int. J. Serious Games 6(2): 89-108 (2019)
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Vaia Rousopoulou, Alexandros Nizamis, Luigi Giugliano, Peter Haigh, Luis Martins, Dimosthenis Ioannidis, Dimitrios Tzovaras:
Data Analytics Towards Predictive Maintenance for Industrial Ovens - A Case Study Based on Data Analysis of Various Sensors Data. CAiSE Workshops 2019: 83-94
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Nikolaos Vakakis, Odysseas Nikolis, Dimosthenis Ioannidis, Konstantinos Votis, Dimitrios Tzovaras:
Cybersecurity in SMEs: The Smart-Home/Office Use Case. CAMAD 2019: 1-7
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Nikolaos Kolokas, Stelios Krinidis, Anastasios Drosou, Dimosthenis Ioannidis, Dimitrios Tzovaras:
Gait Matching by Mapping Wearable to Camera Privacy-Preserving Recordings: Experimental Comparison of Multiple Settings. CoDIT 2019: 338-343
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Achilleas Pasias, Thanasis Vafeiadis, Dimosthenis Ioannidis, Dimitrios Tzovaras:
Forecasting Bath and Metal Height Features in Electrolysis Process. DCOSS 2019: 312-317
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Thanasis Vafeiadis, Alexandros Nizamis, Vissarion Pavlopoulos, Luigi Giugliano, Vaia Rousopoulou, Dimosthenis Ioannidis, Dimitrios Tzovaras:
Data Analytics Platform for the Optimization of Waste Management Procedures. DCOSS 2019: 333-338
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Nikolaos Kolokas, Thanasis Vafeiadis, Dimosthenis Ioannidis, Dimitrios Tzovaras:
Anomaly Detection in Aluminium Production with Unsupervised Machine Learning Classifiers. INISTA 2019: 1-6
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Thanasis Vafeiadis, Alexandros Nizamis, Konstantinos Apostolou, Vasiliki Charisi, Ifigeneia N. Metaxa, Theofilos Mastos, Dimosthenis Ioannidis, Angelos Papadopoulos, Dimitrios Tzovaras:
Intelligent Information Management System for Decision Support: Application in a Lift Manufacturer's Shop Floor. INISTA 2019: 1-6
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Christos Dalamagkas, Panagiotis G. Sarigiannidis, Dimosthenis Ioannidis, Eider Iturbe, Odysseas Nikolis, Francisco Ramos, Erkuden Rios, Antonios Sarigiannidis, Dimitrios Tzovaras:
A Survey On Honeypots, Honeynets And Their Applications On Smart Grid. NetSoft 2019: 93-100
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Sofia Terzi, Angeliki Zacharaki, Alexandros Nizamis, Konstantinos Votis, Dimosthenis Ioannidis, Dimitrios Tzovaras, Ioannis Stamelos:
Transforming the supply-chain management and industry logistics with blockchain smart contracts. PCI 2019: 9-14
2018
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Christos Papadopoulos, Ioannis Mariolis, Angeliki Topalidou-Kyniazopoulou, Grigorios S. Piperagkas, Dimosthenis Ioannidis, Dimitrios Tzovaras:
An Advanced Human-Robot Interaction Interface for Collaborative Robotic Assembly Tasks. Int. J. Embed. Real Time Commun. Syst. 9(2): 79-96 (2018)
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Damiano Arena, Apostolos Charalampos Tsolakis, Stylianos Zikos, Stelios Krinidis, Chrysovalantou Ziogou, Dimosthenis Ioannidis, Spyros Voutetakis, Dimitrios Tzovaras, Dimitris Kiritsis:
Human resource optimisation through semantically enriched data. Int. J. Prod. Res. 56(8): 2855-2877 (2018)
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Nikolaos Kolokas, Thanasis Vafeiadis, Dimosthenis Ioannidis, Dimitrios Tzovaras:
Forecasting faults of industrial equipment using machine learning classifiers. INISTA 2018: 1-6
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Apostolos C. Tsolakis, Ioannis Moschos, Konstantinos Votis, Dimosthenis Ioannidis, Dimitrios Tzovaras, Pankaj Pandey, Sokratis K. Katsikas, Evangelos Kotsakis, Raúl García-Castro:
A Secured and Trusted Demand Response system based on Blockchain technologies. INISTA 2018: 1-6
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Dimitra Triantafyllou, Savvas Rogotis, Stelios Krinidis, Dimosthenis Ioannidis, Dimitrios Tzovaras:
A 3D Thermal Model for Real-Time Condition Monitoring of Electrochemical Processes. IVMSP 2018: 1-5
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Anastasios Vafeiadis, Thanasis Vafeiadis, Stelios Zikos, Stelios Krinidis, Konstantinos Votis, Dimitrios Giakoumis, Dimosthenis Ioannidis, Dimitrios Tzovaras, Liming Chen, Raouf Hamzaoui:
Energy-based decision engine for household human activity recognition. PerCom Workshops 2018: 704-709
2017
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Dimosthenis Ioannidis, Marina Vidaurre-Arbizu, Cesar Martin-Gomez, Stelios Krinidis, Ioannis Moschos, Amaia Zuazua-Ros, Dimitrios Tzovaras, Spiridon D. Likothanassis:
Comparison of detailed occupancy profile generative methods to published standard diversity profiles. Pers. Ubiquitous Comput. 21(3): 521-535 (2017)
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Grigorios S. Piperagkas, Ioannis Mariolis, Dimosthenis Ioannidis, Dimitrios Tzovaras:
Key-frame Extraction With Semantic Graphs in Assembly Processes. IEEE Robotics Autom. Lett. 2(3): 1264-1271 (2017)
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Evdoxia Eirini Lithoxoidou, Thanasis Vafeiadis, Stelios Krinidis, Dimosthenis Ioannidis, Dimitrios Tzovaras, Chrysovalantou Ziogou, Spyros Voutetakis:
Malfunction diagnosis in industrial process systems using data mining for knowledge discovery. ICE/ITMC 2017: 454-461
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Christos Papadopoulos, Ioannis Mariolis, Angeliki Topalidou-Kyniazopoulou, Grigorios S. Piperagkas, Dimosthenis Ioannidis, Dimitrios Tzovaras:
An Advanced Human-Robot Interaction Interface for Teaching Collaborative Robots New Assembly Tasks. ICR 2017: 180-190
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Gökan May, Dimosthenis Ioannidis, Ifigeneia N. Metaxa, Dimitrios Tzovaras, Dimitris Kiritsis:
An Approach to Development of System Architecture in Large Collaborative Projects. APMS (1) 2017: 67-75
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Damiano Arena, K. Ziazios, Ifigeneia N. Metaxa, S. Parcharidis, Stelios Zikos, Apostolos Tsolakis, Stelios Krinidis, Dimosthenis Ioannidis, Dimitrios Tzovaras, Dimitris Kiritsis:
Towards a Semantically-Enriched Framework for Human Resource Management. APMS (1) 2017: 306-313
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Evdoxia Eirini Lithoxoidou, Stefanos Doumpoulakis, Athanasios Tsakiris, Stelios Krinidis, Dimosthenis Ioannidis, Konstantinos Votis, Dimitrios Tzovaras:
Improvement of the Workers' Satisfaction and Collaborative Spirit Through Gamification. INSCI 2017: 184-191
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Dimitra Triantafyllou, N. Kotoulas, Stelios Krinidis, Dimosthenis Ioannidis, Dimitrios Tzovaras:
Large vehicle recognition and classification for traffic management and flow optimization in narrow roads. SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI 2017: 1-4
2016
[j7]
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Dimosthenis Ioannidis, Pantelis Tropios, Stelios Krinidis, Thanos G. Stavropoulos, Dimitrios Tzovaras, Spiridon Likothanasis:
Occupancy driven building performance assessment. J. Innov. Digit. Ecosyst. 3(2): 57-69 (2016)
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Thanasis Vafeiadis, Dimosthenis Ioannidis, Stelios Krinidis, Chrysovalantou Ziogou, Spyros Voutetakis, Dimitrios Tzovaras, Spiridon D. Likothanassis:
Real-time incident detection: An approach for two interdependent time series. EUSIPCO 2016: 1418-1422
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Dimosthenis Ioannidis, Pantelis Tropios, Stelios Krinidis, Dimitrios Tzovaras, Spiridon D. Likothanassis:
Building Multi-occupancy Analysis and Visualization Through Data Intensive Processing. AIAI 2016: 587-599
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Thanasis Vafeiadis, Stelios Krinidis, Chrysovalantou Ziogou, Dimosthenis Ioannidis, Spyros Voutetakis, Dimitrios Tzovaras:
Robust malfunction diagnosis in process industry time series. INDIN 2016: 111-116
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Apostolos Tsolakis, Damiano Arena, Stelios Krinidis, Apostolos Perdikakis, Dimosthenis Ioannidis, Dimitris Kiritsis, Dimitrios Tzovaras:
Semantically enriched industry data & information modelling: A feasibility study on shop-floor incident recognition. INDIN 2016: 487-491
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Dimosthenis Ioannidis, Marina Vidaurre-Arbizu, Cesar Martin-Gomez, Stelios Krinidis, Anna Adamopoulou, Amaia Zuazua-Ros, Dimitrios Tzovaras, Spiridon D. Likothanassis:
Comparison of Detailed Occupancy Profile Generative Methods to Published Standard Diversity Profiles. UIC/ATC/ScalCom/CBDCom/IoP/SmartWorld 2016: 137-144
2015
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Savvas Rogotis, Christos Palaskas, Dimosthenis Ioannidis, Dimitrios Tzovaras, Spiros Likothanassis:
Recognizing suspicious activities in infrared imagery using appearance-based features and the theory of hidden conditional random fields for outdoor perimeter surveillance. J. Electronic Imaging 24(6): 061111 (2015)
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Anastasios Drosou, Dimosthenis Ioannidis, Dimitrios Tzovaras, Konstantinos Moustakas, Maria Petrou:
Activity related authentication using prehension biometrics. Pattern Recognit. 48(5): 1743-1759 (2015)
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Dimosthenis Ioannidis, Angeliki Fotiadou, Stelios Krinidis, Thanos G. Stavropoulos, Dimitrios Tzovaras, Spiridon D. Likothanassis:
Big Data and Visual Analytics for Building Performance Comparison. AIAI 2015: 421-430
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Dimosthenis Ioannidis, Stelios Krinidis, Anastasios Drosou, Dimitrios Tzovaras, Spiridon D. Likothanassis:
Occupant-aware indoor monitoring for enhanced building analysis. SpringSim (SimAUD) 2015: 87-94
2014
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Georgios Stavropoulos, Stelios Krinidis, Dimosthenis Ioannidis, Konstantinos Moustakas, Dimitrios Tzovaras:
A building performance evaluation & visualization system. IEEE BigData 2014: 1077-1085
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Dimosthenis Ioannidis, Stelios Krinidis, Dimitrios Tzovaras, Spiridon D. Likothanassis:
Human tracking & visual spatio-temporal statistical analysis. ICIP 2014: 3417-3419
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Stelios Krinidis, Georgios Stavropoulos, Dimosthenis Ioannidis, Dimitrios Tzovaras:
A robust and real-time multi-space occupancy extraction system exploiting privacy-preserving sensors. ISCCSP 2014: 542-545
2013
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Anastasios Drosou, Alkiviadis Tsimpiris, Dimitris Kugiumtzis, Nikos Porfyriou, Dimosthenis Ioannidis, Dimitrios Tzovaras:
Dimensionality reduction for enhanced 3D face recognition. IISA 2013: 1-8
2012
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Anastasios Drosou, Dimosthenis Ioannidis, Konstantinos Moustakas, Dimitrios Tzovaras:
Spatiotemporal analysis of human activities for biometric authentication. Comput. Vis. Image Underst. 116(3): 411-421 (2012)
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Iraklis Tsekourakis, Christos Orlis, Dimosthenis Ioannidis, Dimitrios Tzovaras:
A Decision Support System for Real-Time Evacuation Management and Rescue Team Planning during Hazardous Events in Public Infrastructures. TST 2012: 1-9
2011
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Sule Yildirim Yayilgan, Asbjørn Hovstø, Faouzi Alaya Cheikh, Anthony Amodei, Marc Iori, Sandel Zaharia, Dimosthenis Ioannidis, Øystein Thorvaldsen:
Group Identification at Border Crossing Points. BIOSIG 2011: 291-296
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Anastasios Drosou, Konstantinos Moustakas, Dimosthenis Ioannidis, Dimitrios Tzovaras:
Activity related biometric authentication using Spherical Harmonics. CVPR Workshops 2011: 25-30
2010
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Savvas Argyropoulos, Dimitrios Tzovaras, Dimosthenis Ioannidis, Ioannis G. Damousis, Michael G. Strintzis, Martin Braun, Serge Boverie:
Biometric template protection in multimodal authentication systems based on error correcting codes. J. Comput. Secur. 18(1): 161-185 (2010)
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Anastasios Drosou, Konstantinos Moustakas, Dimosthenis Ioannidis, Dimitrios Tzovaras:
Activity Related Biometrics based on Motion Trajectories. BIOSIG 2010: 127-132
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Anastasios Drosou, Konstantinos Moustakas, Dimosthenis Ioannidis, Dimitrios Tzovaras:
On the Potential of Activity Related Recognition. VISAPP (1) 2010: 340-348

2000 – 2009

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2009
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Savvas Argyropoulos, Dimitrios Tzovaras, Dimosthenis Ioannidis, Michael G. Strintzis:
A channel coding approach for human authentication from gait sequences. IEEE Trans. Inf. Forensics Secur. 4(3): 428-440 (2009)
2008
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Savvas Argyropoulos, Dimitrios Tzovaras, Dimosthenis Ioannidis, Michael G. Strintzis:
Gait authentication using distributed source coding. ICIP 2008: 3108-3111
2007
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Dimosthenis Ioannidis, Dimitrios Tzovaras, Ioannis G. Damousis, Savvas Argyropoulos, Konstantinos Moustakas:
Gait Recognition Using Compact Feature Extraction Transforms and Depth Information. IEEE Trans. Inf. Forensics Secur. 2(3-2): 623-630 (2007)
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Dimosthenis Ioannidis, Dimitrios Tzovaras, Konstantinos Moustakas:
Gait Identification using the 3D Protrusion Transform. ICIP (1) 2007: 349-352

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