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Dimitrios K. Tzovaras
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2020 – today
- 2023
[j166]Georgia Peleka
, Dimitrios Sarafis, Ioannis Mariolis, Dimitrios Tzovaras:
Cross-Domain Knowledge Transfer Using High Dynamic Range Imaging in Synthetic Datasets. Cybern. Syst. 54(3): 372-386 (2023)- [j165]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) - [j164]Leonidas Droukas, Zoe Doulgeri, Nikolaos L. Tsakiridis, Dimitra Triantafyllou, Ioannis Kleitsiotis, Ioannis Mariolis, Dimitrios Giakoumis, Dimitrios Tzovaras, Dimitrios Kateris, Dionysis Bochtis:
A Survey of Robotic Harvesting Systems and Enabling Technologies. J. Intell. Robotic Syst. 107(2): 21 (2023) - [j163]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) - [j162]Andreas Triantafyllidis, Sofia Segkouli, Stelios Zygouris, Christina Michailidou, Konstantinos Avgerinakis, Evangelia Fappa, Sophia Vassiliades, Anastasia Bougea, Nikos Papagiannakis, Ioannis Katakis, Evangelos Mathioudis, Alexandru Sorici, Lidia Bajenaru, Valentina Tageo, Francesco Camonita, Christoniki Maga-Nteve, Stefanos Vrochidis, Ludovico Pedullà, Giampaolo Brichetto, Panagiotis Tsakanikas, Konstantinos Votis, Dimitrios Tzovaras:
Mobile App Interventions for Parkinson's Disease, Multiple Sclerosis and Stroke: A Systematic Literature Review. Sensors 23(7): 3396 (2023) - [j161]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) - [j160]Sofia Segkouli, Dimitrios Giakoumis, Konstantinos Votis, Andreas Triantafyllidis, Ioannis Paliokas, Dimitrios Tzovaras:
Smart Workplaces for older adults: coping 'ethically' with technology pervasiveness. Univers. Access Inf. Soc. 22(1): 37-49 (2023) - [c424]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 - [c423]Spyros Fontalis, Alexandros Zamichos, Maria Tsourma, Anastasios Drosou, Dimitrios Tzovaras:
A Comparative Study of Deep Learning Methods for the Detection and Classification of Natural Disasters from Social Media. ICPRAM 2023: 320-327 - [c422]Georgios-Fotios Angelis, Armando Domi, Alexandros Zamichos, Maria Tsourma, Ioannis Manakos, Anastasios Drosou, Dimitrios Tzovaras:
A Comparative Study on Vision Transformers in Remote Sensing Building Extraction. VISIGRAPP (3: IVAPP) 2023: 222-229 - [c421]Georgios Agrafiotis, Eftychia Makri, Ilias Kalamaras, Antonios Lalas, Konstantinos Votis, Dimitrios Tzovaras:
Nearest Unitary and Toeplitz matrix techniques for adaptation of Deep Learning models in photonic FPGA. NLDL 2023 - [i11]Petros Toupas, Alexander Montgomerie-Corcoran, Christos-Savvas Bouganis, Dimitrios Tzovaras:
HARFLOW3D: A Latency-Oriented 3D-CNN Accelerator Toolflow for HAR on FPGA Devices. CoRR abs/2303.17218 (2023) - 2022
- [j159]Virgilios Passas, Nikos Makris, Yue Wang, Apostolos Apostolaras, Asterios Mpatziakas, Anastasios Drosou, Thanasis Korakis, Dimitrios Tzovaras:
Artificial Intelligence for network function autoscaling in a cloud-native 5G network. Comput. Electr. Eng. 103: 108327 (2022) - [j158]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) - [j157]Christos Alexakos, Konstantinos Votis, Dimitrios Tzovaras, Dimitrios Serpanos:
Reshaping the Intelligent Transportation Scene: Challenges of an Operational and Safe Internet of Vehicles. Computer 55(1): 104-107 (2022) - [j156]Paraskevas Koukaras, Christos Tjortjis, Paschalis Gkaidatzis, Napoleon 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) - [j155]Miltiadis G. Siavvas, Dimitrios Tsoukalas, Marija Jankovic, Dionisis D. Kehagias, Dimitrios Tzovaras:
Technical debt as an indicator of software security risk: a machine learning approach for software development enterprises. Enterp. Inf. Syst. 16(5) (2022) - [j154]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) - [j153]Sofia Polymeni, Evangelos Athanasakis, Georgios Spanos, Konstantinos Votis, Dimitrios Tzovaras:
IoT-based prediction models in the environmental context: A systematic Literature Review. Internet Things 20: 100612 (2022) - [j152]Asterios Mpatziakas, Anastasios Drosou, Stavros Papadopoulos, Dimitrios Tzovaras:
IoT threat mitigation engine empowered by artificial intelligence multi-objective optimization. J. Netw. Comput. Appl. 203: 103398 (2022) - [j151]Ilias Kalamaras, Konstantinos Glykos, Vasilis Megalooikonomou, Konstantinos Votis, Dimitrios Tzovaras:
Graph-based visualization of sensitive medical data. Multim. Tools Appl. 81(1): 209-236 (2022) - [j150]Georgios Aivatoglou, Mike Anastasiadis, Georgios Spanos, Antonis Voulgaridis, Konstantinos Votis, Dimitrios Tzovaras, Lefteris Angelis:
A RAkEL-based methodology to estimate software vulnerability characteristics & score - an application to EU project ECHO. Multim. Tools Appl. 81(7): 9459-9479 (2022) - [j149]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) - [j148]Ioannis Tsingalis, Constantine Kotropoulos, Anastasios Drosou, Dimitrios Tzovaras:
Non-Negative Sparse PCA: An Intelligible Exact Approach. IEEE Trans. Emerg. Top. Comput. Intell. 6(1): 192-204 (2022) - [j147]Stefanos Stavrotheodoros, Nikolaos Kaklanis, Konstantinos Votis, Dimitrios Tzovaras, Arlene Astell:
A hybrid matchmaking approach in the ambient assisted living domain. Univers. Access Inf. Soc. 21(1): 53-70 (2022) - [j146]Carlos Hidalgo, Myriam Vaca, Mateusz P. Nowak, Piotr Fröhlich, Martin J. Reed, Mays F. Al-Naday, Asterios Mpatziakas, Aikaterini Protogerou, Anastasios Drosou, Dimitrios Tzovaras:
Detection, control and mitigation system for secure vehicular communication. Veh. Commun. 34: 100425 (2022) - [c420]Georgios Agrafiotis, Eftychia Makri, Ioannis Flionis, Antonios Lalas, Konstantinos Votis, Dimitrios Tzovaras:
Image-based Neural Network Models for Malware Traffic Classification using PCAP to Picture Conversion. ARES 2022: 59:1-59:7 - [c419]Nikolaos Siopis, Anastasios Alexiadis, Georgios Gerovasilis, Andreas Triantafyllidis, Konstantinos Votis, Dimitrios Tzovaras:
HSmartBPM: A modular web platform for tailored management of hypertension. BHI 2022: 1-4 - [c418]Ilias Iliopoulos, Nikolaos Kopalidis, Georgios Stavropoulos, Dimitrios Tzovaras:
National press monitoring using Natural Language Processing as an early warning signal for prediction of asylum applications flows in Europe. Big Data 2022: 4802-4806 - [c417]Asterios Mpatziakas, Anastasios Sinanis, Iosif Hamlatzis, Anastasios Drosou, Dimitrios Tzovaras:
AI-Based mechanism for the Predictive Resource Allocation of V2X related Network Services. CNSM 2022: 282-288 - [c416]George Lazaridis, Pouria Khodashenas, Anastasios Drosou, Periklis Chatzimisios, Dimitrios Tzovaras, Andrey Krendzel:
Digital & Green Transitions of the European Manufacturing Sector through beyond 5G-enabled technologies & innovations. CSCN 2022: 91 - [c415]Eftychia Makri, Georgios Agrafiotis, Ilias Kalamaras, Antonios Lalas, Konstantinos Votis, Dimitrios Tzovaras:
Less is More: Compression of Deep Neural Networks for adaptation in photonic FPGA circuits. DCC 2022: 470 - [c414]Miltiadis G. Siavvas, Erol Gelenbe, Dimitrios Tsoukalas, Ilias Kalouptsoglou, Maria Mathioudaki, Mert Nakip, Dionisis D. Kehagias, Dimitrios Tzovaras:
The IoTAC Software Security-by-Design Platform: Concept, Challenges, and Preliminary Overview. DRCN 2022: 1-6 - [c413]George Margetis, Konstantinos C. Apostolakis, Nikolaos Dimitriou, Dimitrios Tzovaras, Constantine Stephanidis:
Aligning Emerging Technologies onto I4.0 principles: Towards a Novel Architecture for Zero-defect Manufacturing. ETFA 2022: 1-8 - [c412]Ioannis Pastaltzidis, Nikolaos Dimitriou, Katherine Quezada-Tavarez, Stergios Aidinlis, Thomas Marquenie, Agata Gurzawska, Dimitrios Tzovaras:
Data augmentation for fairness-aware machine learning: Preventing algorithmic bias in law enforcement systems. FAccT 2022: 2302-2314 - [c411]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 - [c410]Ioannis Chatzikonstantinou, Aristotelis Papaprodromou, Maria Loeck, Rosa Carreton, Sofia Segkouli, Andreas Triantafyllidis, Dimitrios Giakoumis, Konstantinos Votis, Dimitrios Tzovaras:
Shift Scheduling for the Effective Management of the Ageing Workforce. HCI (7) 2022: 229-241 - [c409]Evdoxia Eirini Lithoxoidou, Rafail-Evangelos Mastoras, Aristotelis Papaprodromou, Charalampos Georgiadis, Patricia Abril-Jiménez, Sergio Gonzalez, María Fernanda Cabrera-Umpiérrez, Maria Loeck, Rosa Carreton, Sofia Segkouli, Andreas Triantafyllidis, Dimitrios Giakoumis, Konstantinos Votis, Dimitrios Tzovaras:
A Virtual Coach and a Worker Dashboard to Promote Well-Being and Workability: An Acceptance Study. HCI (7) 2022: 281-295 - [c408]Evangelia I. Zacharaki, Andreas Triantafyllidis, Rosa Carretón, Maria Loeck, Isidoros Michalellis, George Michalakis, Georgios Chantziaras, Sofia Segkouli, Dimitrios Giakoumis, Konstantinos Moustakas, Konstantinos Votis, Dimitrios Tzovaras:
A User Evaluation Study of Augmented and Virtual Reality Tools for Training and Knowledge Transfer. HCI (8) 2022: 291-304 - [c407]Anastasios Alexiadis, Alexandros Nizamis, Dimitrios Giakoumis, Konstantinos Votis, Dimitrios Tzovaras:
A Sensor-Independent Multimodal Fusion Scheme for Human Activity Recognition. ICPRAI (2) 2022: 28-39 - [c406]Alexios Papadimitriou, Ioannis Kleitsiotis, Ioannis Kostavelis, Ioannis Mariolis, Dimitrios Giakoumis, Spiridon Likothanassis, Dimitrios Tzovaras:
Loop Closure Detection and SLAM in Vineyards with Deep Semantic Cues. ICRA 2022: 2251-2258 - [c405]Dimitris Tsiktsiris, Antonios Lalas, Minas Dasygenis, Konstantinos Votis, Dimitrios Tzovaras:
An Efficient Method for Addressing COVID-19 Proximity Related Issues in Autonomous Shuttles Public Transportation. AIAI (1) 2022: 170-179 - [c404]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 - [c403]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 - [c402]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 - [c401]Aliki Stefanopoulou, Iakovos T. Michailidis, Asimina Dimara, Stelios Krinidis, Elias B. Kosmatopoulos, Christos-Nikolaos Anagnostopoulos, Dimitrios Tzovaras:
Performance Meta-analysis for Big-Data Univariate Auto-Imputation in the Building Sector. AIAI Workshops 2022: 276-288 - [c400]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 - [c399]Petros Tzallas, Napoleon 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 - [c398]Theodoros Tziolas, Theodosis Theodosiou, Konstantinos Papageorgiou, Aikaterini Rapti, Nikolaos Dimitriou, Dimitrios Tzovaras, Elpiniki Papageorgiou:
Wafer Map Defect Pattern Recognition using Imbalanced Datasets. IISA 2022: 1-8 - [c397]Alexandros Kokkalas, Athanasios T. Patenidis, Evangelos A. Stathopoulos, Eirini E. Mitsopoulou, Sotiris Diplaris, Konstadinos Papadopoulos, Stefanos Vrochidis, Konstantinos Votis, Dimitrios Tzovaras, Ioannis Kompatsiaris:
E-Tracer: A Smart, Personalized and Immersive Digital Tourist Software System. iiWAS 2022: 581-587 - [c396]Nikolaos Giakoumoglou, Eleftheria Maria Pechlivani, Nikolaos Katsoulas, Dimitrios Tzovaras:
White Flies and Black Aphids Detection in Field Vegetable Crops using Deep Learning. IPAS 2022: 1-6 - [c395]Evangelos Antypas, Georgios Spanos, Antonios Lalas, Konstantinos Votis, Dimitrios Tzovaras:
Estimated Time of Arrival in Autonomous Vehicles Using Gradient Boosting: Real-life case study in public transportation. ISC2 2022: 1-7 - [c394]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 - [c393]Georgios-Fotios Angelis, Armando Domi, Alexandros Zamichos, Maria Tsourma, Anastasios Drosou, Dimitrios Tzovaras:
On The Exploration of Vision Transformers in Remote Sensing Building Extraction. ISM 2022: 208-215 - [c392]Eleni Diamantidou, Dimitrios Giakoumis, Konstantinos Votis, Dimitrios Tzovaras, Spiridon Likothanassis:
Comparing Deep Learning and Human Crafted Features for Recognising Hand Activities of Daily Living from Wearables. MDM 2022: 381-384 - [c391]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 - [c390]Christoforos Papastergiopoulos, Anastasios Vafeiadis, Ioannis Papadimitriou, Konstantinos Votis, Dimitrios Tzovaras:
On the Generalizability of Two-dimensional Convolutional Neural Networks for Fake Speech Detection. MAD@ICMR 2022: 3-9 - [c389]Dimitrios Alexiou, Kosmas Tsiakas, Ioannis Kostavelis, Dimitrios Giakoumis, Antonios Gasteratos, Dimitrios Tzovaras:
Loop-Closure Detection with 3D LiDAR Data for Extreme Viewpoint Changes. MMAR 2022: 29-34 - [c388]Christina Theodoridou, Dimitrios Antonopoulos, Andreas Kargakos, Ioannis Kostavelis, Dimitrios Giakoumis, Dimitrios Tzovaras:
Robot Navigation in Human Populated Unknown Environments based on Visual-Laser Sensor Fusion. PETRA 2022: 336-342 - [c387]Athanasios T. Patenidis, Eirini E. Mitsopoulou, Konstantinos Votis, Dimitrios Tzovaras:
ISOMETRIC: An Intelligent System of Outpatient Monitoring Evaluation Towards Rehabilitation In Cloud. SEEDA-CECNSM 2022: 1-5 - [c386]Giorgos Tatsis, Kyriakos Koritsoglou, Ioannis Fudos, Evaggelos Karvounis, Konstantinos Votis, Dimitrios Tzovaras:
Design and implementation of obstacle detection system for powered wheelchairs. SEEDA-CECNSM 2022: 1-4 - [c385]Michail Kaseris, Apostolos Boumpakis, Paschalis Charalampous, Ioannis Kostavelis, Sotiris Malassiotis, Dimitrios Tzovaras:
i-Mannequin: A complete solution for Rapid Garment Prototyping. SETN 2022: 64:1-64:8 - [c384]Georgios Zampokas, Christos-Savvas Bouganis, Dimitrios Tzovaras:
Pushing the Efficiency of StereoNet: Exploiting Spatial Sparsity. VISIGRAPP (5: VISAPP) 2022: 757-766 - [c383]Luca Cuccovillo, Christoforos Papastergiopoulos, Anastasios Vafeiadis, Artem Yaroshchuk, Patrick Aichroth, Konstantinos Votis, Dimitrios Tzovaras:
Open Challenges in Synthetic Speech Detection. WIFS 2022: 1-6 - [d3]Apostolos Evangelidis, Nikolaos Dimitriou, Lampros Leontaris, Dimosthenis Ioannidis, Gregory Tinker, Dimitrios Tzovaras:
PCB 3D inspection from 2D images. IEEE DataPort, 2022
- [i10]Leonidas Droukas, Zoe Doulgeri, Nikolaos L. Tsakiridis, Dimitra Triantafyllou, Ioannis Kleitsiotis, Ioannis Mariolis, Dimitrios Giakoumis, Dimitrios Tzovaras, Dimitrios Kateris, Dionysis Bochtis:
A Survey of Robotic Harvesting Systems and Enabling Technologies. CoRR abs/2207.10457 (2022) - [i9]Luca Cuccovillo, Christoforos Papastergiopoulos, Anastasios Vafeiadis, Artem Yaroshchuk, Patrick Aichroth, Konstantinos Votis, Dimitrios Tzovaras:
Open Challenges in Synthetic Speech Detection. CoRR abs/2209.07180 (2022) - 2021
- [j145]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) - [j144]Panagiotis I. Radoglou-Grammatikis, Panagiotis G. Sarigiannidis, Eider Iturbe, Erkuden Rios, Saturnino Martinez, Antonios Sarigiannidis, Georgios Eftathopoulos, Yannis Spyridis, Achilleas Sesis, Nikolaos Vakakis, Dimitrios Tzovaras, Emmanouil Kafetzakis, Ioannis Giannoulakis, Michalis Tzifas, Alkiviadis Giannakoulias, Michail K. Angelopoulos, Francisco Ramos:
SPEAR SIEM: A Security Information and Event Management system for the Smart Grid. Comput. Networks 193: 108008 (2021) - [j143]Konstantinos M. Giannoutakis, Christos K. Filelis-Papadopoulos, George A. Gravvanis, Dimitrios Tzovaras:
On the Optimization of Self-Organization and Self-Management Hardware Resource Allocation for Heterogeneous Clouds. Comput. 10(11): 147 (2021) - [j142]Konstantinos M. Giannoutakis, Christos K. Filelis-Papadopoulos, George A. Gravvanis, Dimitrios Tzovaras:
Evaluation of self-organizing and self-managing heterogeneous high performance computing clouds through discrete-time simulation. Concurr. Comput. Pract. Exp. 33(17) (2021) - [j141]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) - [j140]Aikaterini Protogerou, Stavros Papadopoulos, Anastasios Drosou, Dimitrios Tzovaras, Ioannis Refanidis:
A graph neural network method for distributed anomaly detection in IoT. Evol. Syst. 12(1): 19-36 (2021) - [j139]Traianos-Ioannis Theodorou, Alexandros Zamichos, Michalis Skoumperdis, Anna Kougioumtzidou, Kalliopi Tsolaki, Dimitris Papadopoulos, Thanasis Patsios, George Papanikolaou, Athanasios Konstantinidis, Anastasios Drosou, Dimitrios Tzovaras:
An AI-Enabled Stock Prediction Platform Combining News and Social Sensing with Financial Statements. Future Internet 13(6): 138 (2021) - [j138]Maria Tsourma, Alexandros Zamichos, Efthymios Efthymiadis, Anastasios Drosou, Dimitrios Tzovaras:
An AI-Enabled Framework for Real-Time Generation of News Articles Based on Big EO Data for Disaster Reporting. Future Internet 13(6): 161 (2021) - [j137]Tiago Veiga, Arne Munch-Ellingsen, Christoforos Papastergiopoulos, Dimitrios Tzovaras, Ilias Kalamaras, Kerstin Bach, Konstantinos Votis, Sigmund Akselsen:
From a Low-Cost Air Quality Sensor Network to Decision Support Services: Steps towards Data Calibration and Service Development. Sensors 21(9): 3190 (2021) - [j136]Stavros Papadopoulos, Nikolaos Dimitriou, Anastasios Drosou, Dimitrios Tzovaras:
Modelling spatio-temporal ageing phenomena with deep Generative Adversarial Networks. Signal Process. Image Commun. 94: 116200 (2021) - [j135]Miltiadis G. Siavvas, Dionisis D. Kehagias, Dimitrios Tzovaras, Erol Gelenbe:
A hierarchical model for quantifying software security based on static analysis alerts and software metrics. Softw. Qual. J. 29(2): 431-507 (2021) - [j134]Paraskevas Koukaras, Napoleon 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) - [c382]Ioannis Kleitsiotis, Ioannis Mariolis, Dimitrios Giakoumis, Spiridon D. Likothanassis, Dimitrios Tzovaras:
Anisotropic Diffusion-Based Enhancement of Scene Segmentation with Instance Labels. CAIP (2) 2021: 383-391 - [c381]Asimina Dimara, Christos-Nikolaos Anagnostopoulos, Stelios Krinidis, Dimitrios Tzovaras:
Benchmarking of Regression Algorithms for Simulating the Building's Energy. CCWC 2021: 94-100 - [c380]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 - [c379]Sofia Terzi, Charalampos Savvaidis, Athanasios Sersemis, Konstantinos Votis, Dimitrios Tzovaras:
Decentralizing Identity Management and Vehicle Rights Delegation through Self-Sovereign Identities and Blockchain. COMPSAC 2021: 1217-1223 - [c378]Georgios Aivatoglou, Mike Anastasiadis, Georgios Spanos, Antonis Voulgaridis, Konstantinos Votis, Dimitrios Tzovaras:
A tree-based machine learning methodology to automatically classify software vulnerabilities. CSR 2021: 312-317 - [c377]Achilleas Pasias, Alexandros Schoinas, Anastasios Drosou, Dimitrios Tzovaras:
A Scalable Multi-Agent System for Black Start Restoration in Low Voltage Microgrids. CSR 2021: 479-484 - [c376]Achilleas Pasias, Thanasis Kotsiopoulos, Georgios Lazaridis, Anastasios Drosou, Dimitrios Tzovaras, Panagiotis G. Sarigiannidis:
Enabling Cyber-attack Mitigation Techniques in a Software Defined Network. CSR 2021: 497-502 - [c375]Alexandros Vrochidis, Nikolaos Dimitriou, Stelios Krinidis, Savvas Panagiotidis, Stathis Parcharidis, Dimitrios Tzovaras:
A Multi-modal Audience Analysis System for Predicting Popularity of Online Videos. EANN 2021: 465-476 - [c374]Evangelos Papathomas, Andreas Triantafyllidis, Rafail-Evangelos Mastoras, Dimitrios Giakoumis, Konstantinos Votis, Dimitrios Tzovaras:
A Machine Learning Approach for Prediction of Sedentary Behavior Based on Daily Step Counts. EMBC 2021: 390-394 - [c373]Christine Kakalou, Eleftheria Polychronidou, Vicky Drosou, Vlasios K. Dimitriadis, Thomas Dermaris, Rafael-Konstantinos Kordonias, Aristotelis Papaprodromou, Triantafillos Tsirelis, Christos Maramis, Konstantinos Votis, Dimitrios Tzovaras, Domenico Savarino, Manuel Maffeo, Nedim Jasic, Tatjana Nemeth-Blazic, Zoran Dominkovic, Dubravko Pogledic, Iva Jovovic, Agne Simkunaite-Zazecke, Loreta Stoniene, Antonella Sammut, Lella Cosmaro, Pantelis Natsiavas:
A GDPR-Compliant Partner Notification Service. ICIMTH 2021: 460-464 - [c372]Christina Theodoridou, Andreas Kargakos, Ioannis Kostavelis, Dimitrios Giakoumis, Dimitrios Tzovaras:
Spatially-Constrained Semantic Segmentation with Topological Maps and Visual Embeddings. ICVS 2021: 117-129 - [c371]Alexandros Vrochidis, Nikolaos Dimitriou, Stelios Krinidis, Savvas Panagiotidis, Stathis Parcharidis, Dimitrios Tzovaras:
Video Popularity Prediction Through Fusing Early Viewership with Video Content. ICVS 2021: 159-168 - [c370]Dimitris Tsiktsiris, Antonios Lalas, Minas Dasygenis, Konstantinos Votis, Dimitrios Tzovaras:
Enhanced Security Framework for Enabling Facial Recognition in Autonomous Shuttles Public Transportation During COVID-19. AIAI 2021: 145-154 - [c369]Eleni Diamantidou, Antonios Lalas, Konstantinos Votis, Dimitrios Tzovaras:
A Multimodal AI-Leveraged Counter-UAV Framework for Diverse Environments. AIAI Workshops 2021: 228-239 - [c368]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 - [c367]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 - [c366]Argyrios P. Ketsetsis, Konstantinos M. Giannoutakis, Georgios Spanos, Nikolaos Samaras, Dimitrios Hristu-Varsakelis, Dimitrios Thomas, Dimitrios Tzovaras:
A Comparative Study of Deep Learning Techniques for Financial Indices Prediction. AIAI 2021: 297-308 - [c365]Alexandros Vrochidis, Vasileios G. Vasilopoulos, Konstantinos Peppas, Valia Dimaridou, Iordanis Makaratzis, Apostolos C. Tsolakis, Stelios Krinidis, Dimitrios Tzovaras:
A Recommendation Specific Human Activity Recognition Dataset with Mobile Device's Sensor Data. AIAI Workshops 2021: 327-339 - [c364]Apostolos C. Tsolakis, George Tsakirakis, Vasileios G. Vasilopoulos, Konstantinos Peppas, Charisios Zafeiris, Iordanis Makaratzis, Ana I. Grimaldo, Stelios Krinidis, Jasminko Novak, George Bravos, Dimitrios Tzovaras:
Improving Energy Efficiency in Tertiary Buildings Through User-Driven Recommendations Delivered on Optimal Micro-moments. AIAI Workshops 2021: 352-363 - [c363]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 - [c362]Asimina Dimara, Christos-Nikolaos Anagnostopoulos, Konstantinos Kotis, Stelios Krinidis, Dimitrios Tzovaras:
BEMS in the Era of Internet of Energy: A Review. AIAI 2021: 465-476 - [c361]Elpiniki I. Papageorgiou, Theodosis Theodosiou, George Margetis, Nikolaos Dimitriou, Paschalis Charalampous, Dimitrios Tzovaras, Ioannis Samakovlis:
Short Survey of Artificial Intelligent Technologies for Defect Detection in Manufacturing. IISA 2021: 1-7 - [c360]Georgios Stavropoulos, Ilias Iliopoulos, Nikolaos Gevrekis, Konstantinos Moustakas, Dimitrios Tzovaras:
A Novel Migration Simulation and Prediction Tool. INTAP 2021: 81-92 - [c359]