Ioannis Rallis

55 papers B 7C 4Journal 15Unranked 28

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	A Comparative Analysis of U-Net Architectures with Dimensionality Reduction for Agricultural Crop Classification Using Hyperspectral Data. Algorithms Georgios Dimitrios Gkologkinas, Konstantinos Ntouros, Eftychios Protopapadakis, Ioannis Rallis
2025	B	`conf`	Edge-Optimized Non-Intrusive Load Monitoring Using Dependency Graph-Based Structural Pruning. IJCNN Sotirios Athanasoulias, Nikolaos Temenos, Ioannis Rallis, Nikolaos Bakalos, Nikolaos Doulamis
2025	J	`jnl`	Voting-Based Intervention Planning Using AI-Generated Images. IEEE Computer Graphics and Applications Ioannis Kavouras, Ioannis Rallis, Emmanuel Sardis, Anastasios Doulamis, Nikolaos Doulamis
2024	—	`conf`	A Deep Learning Framework for Segmentation of Road Defects Using ResUNet-a. PETRA Iason Katsamenis, George Kopsiaftis, Athanasios Voulodimos, Ioannis Rallis, Ioannis Georgoulas, Charalampos Zafeiropoulos, Anastasios Doulamis
2024	J	`jnl`	A Dilemma-Based Learning-to-Rank Approach for Generative Design in Urban Architectural Regeneration. Algorithms Ioannis Kavouras, Ioannis Rallis, Dimitra Zouli, Emmanuel Sardis, Eftychios Protopapadakis, Anastasios Doulamis, Nikolaos Doulamis
2024	—	`conf`	A Way Forward for the MDCG 2019-16 Medical Device Security Guidance. PETRA Steve Taylor, Martin Gilje Jaatun, Karin Bernsmed, Christos Androutsos, Dietmar Frey, Simone Favrin, João Rodrigues, Dusko Milojevic, Dimitrios A. Karras, Ioannis Siachos, Gregory Epiphaniou, Nabil Moukafih, Sotiris Messinis, Ioannis Rallis, Nicholas E. Protonotarios, Paul Gedeon, Andrés Castillo, Carsten Maple, Nikolaos Drivalos Matragkas, Rance J. DeLong, Theodoros N. Arvanitis, Konstantinos Katzis
2024	C	`conf`	Automated Detection and Categorization of River Islets Using Sentinel 2 Images. IGARSS Thodoris Betsas, Ioannis Rallis, Anastasios Doulamis, Nikolaos Doulamis, Andreas Georgopoulos
2024	B	`conf`	Community-driven Smart EV charging With Multi-Agent Deep Reinforcement Learning. IJCNN Stavros Sykiotis, Sotirios Athanasoulias, Nikolaos Temenos, Ioannis Rallis, Anastasios Doulamis, Nikolaos Doulamis
2024	J	`jnl`	Enhancing Internet of Medical Things security with artificial intelligence: A comprehensive review. Comput. Biol. Medicine Sotiris Messinis, Nikos Temenos, Nicholas E. Protonotarios, Ioannis Rallis, Dimitrios Kalogeras, Nikolaos Doulamis
2024	—	`conf`	IKAROS: a UAV-based integrated system for monitoring road defects and managing vehicle traffic and emergencies on road transport networks. PETRA George Kopsiaftis, Iason Katsamenis, Ioannis Rallis, Nikolaos Bakalos, Charalampos Zafeiropoulos, Ioannis Georgoulas, Ioannis Kourtis, Ioannis Kavouras, Ioannis Markoulidakis, Eleni Eirini Karolou, Kyriaki Chiona, Panagiotis Panetsos, Ioannis Vergados, Athanasios Kokkinis, Dimitrios Stefanakis, Theodoros Raptis, Stephanos Camarinopoulos
2024	C	`conf`	Identifying False Negative Flood Events Using Interpretable Deep Learning Framework. IGARSS Anastasios Temenos, Nikos Temenos, Ioannis Rallis, Margarita Skamantzari, Anastasios Doulamis, Nikolaos Doulamis
2024	J	`jnl`	Learning using privileged information for segmenting tumors on digital mammograms. CoRR Ioannis N. Tzortzis, Konstantinos Makantasis, Ioannis Rallis, Nikolaos Bakalos, Anastasios Doulamis, Nikolaos Doulamis
2024	—	`conf`	Multi-scale Intervention Planning Based on Generative Design. ITS (2) Ioannis Kavouras, Ioannis Rallis, Emmanuel Sardis, Eftychios Protopapadakis, Anastasios Doulamis, Nikolaos Doulamis
2024	J	`jnl`	Multi-scale Intervention Planning based on Generative Design. CoRR Ioannis Kavouras, Ioannis Rallis, Emmanuel Sardis, Eftychios Protopapadakis, Anastasios Doulamis, Nikolaos Doulamis
2024	—	`conf`	Ocean-DC: An analysis ready data cube framework for environmental and climate change monitoring over the port areas. PETRA Ioannis Kavouras, Ioannis Rallis, Nikolaos Doulamis, Anastasios Doulamis
2024	J	`jnl`	Ocean-DC: An analysis ready data cube framework for environmental and climate change monitoring over the port areas. CoRR Ioannis Kavouras, Ioannis Rallis, Nikolaos Doulamis, Anastasios Doulamis
2024	—	`conf`	Quantifying the Impact of Nature based Interventions on Citizen Health and Well-being. PETRA Eftychios Protopapadakis, Parisis Gallos, Stelios Kalogridis, Theodora Karali, Eirini Marinou, Emmanuel Sardis, Sotiria Baki, Elsa Katsorida, Ioannis Rallis
2024	C	`conf`	Segmentation of Remote Sensing Data with Missing Modalities Through Prototype Knowledge Distillation. IGARSS Nikolaos Bakalos, Stavros Sykiotis, Anastasios Temenos, Ioannis Rallis, Anastasios Doulamis, Nikolaos Doulamis
2024	—	`conf`	Zeekflow+: A Deep LSTM Autoencoder with Integrated Random Forest Classifier for Binary and Multi-class Classification in Network Traffic Data. PETRA Emmanouil Arapidis, Nikos Temenos, Dimitris Giagkos, Ioannis Rallis, Dimitris Kalogeras, Nikolaos Papadakis, Antonis Litke, Sotirios Messinis
2023	—	`conf`	A Framework for Biodiversity Image Analysis using Machine Learning and Crowdsourcing Knowledge. EDBT/ICDT Workshops Loukas Chatzivasili, Georgia Charalambous, Maria Papoutsoglou, Georgia M. Kapitsaki, Ioustina Harasim, Eva Chatzinikolaou, Georgia Sarafidou, Ioannis Rallis, Markos Digenis
2023	—	`conf`	An integrated framework for classifying mammograms according to BIRADS scale and breast tissue density. PETRA Ioannis N. Tzortzis, Stavros Sykiotis, Ioannis Rallis, Nikolaos Doulamis
2023	—	`conf`	Development of a Support System for Improved Resilience and Sustainable Urban Areas to Cope with Climate Change and Extreme Events Based on GEOSS and Advanced Modelling Tools. TMM_CH Charalampos Zafeiropoulos, Ioannis N. Tzortzis, Ioannis Rallis, Anastasios Doulamis
2023	—	`conf`	Dynamically tangible cultural heritage monitoring from web video sources. PETRA Ioannis Kavouras, Ioannis Rallis, Nikolaos Doulamis, Anastasios D. Doulamis
2023	—	`conf`	Lightweight machine learning for privacy-preserving and secure networked medical devices: The SEPTON project use cases. PETRA Sotiris Messinis, Nicholas E. Protonotarios, Ioannis N. Tzortzis, Ioannis Rallis, Dimitrios Kalogeras, Nikolaos Doulamis
2022	—	`conf`	A holistic monitoring scheme for road infrastructures. PETRA Charalampos Zafeiropoulos, Eftychios Protopapadakis, Akrivi Chatzidaki, Anastasios D. Doulamis, Dimitrios Vamvatsikos, Nikos Zotos, George Bogdos, Antonis Kostaridis, Franziska Schmidt, Silvia Ientile, Irèe Sevilla, Sofia Tilon, Ioannis Rallis
2022	B	`conf`	Automatic Inspection of Cultural Monuments Using Deep and Tensor-Based Learning on Hyperspectral Imagery. ICIP Ioannis N. Tzortzis, Ioannis Rallis, Konstantinos Makantasis, Anastasios D. Doulamis, Nikolaos Doulamis, Athanasios Voulodimos
2022	J	`jnl`	Automatic inspection of cultural monuments using deep and tensor-based learning on hyperspectral imagery. CoRR Ioannis N. Tzortzis, Ioannis Rallis, Konstantinos Makantasis, Anastasios D. Doulamis, Nikolaos Doulamis, Athanasios Voulodimos
2022	—	`conf`	Evaluating the Feasibility of Fast Game Development Using Open Source Tools and AI Algorithms. NiDS Ioannis Kavouras, Ioannis Rallis, Anastasios D. Doulamis, Nikolaos Doulamis
2022	—	`conf`	Interpretation of net promoter score attributes using explainable AI. PETRA Ioannis Rallis, Yannis Markoulidakis, Ioannis Georgoulas, George Kopsiaftis, Maria Kaselimi, Nikolaos D. Doulamis, Anastasios D. Doulamis
2022	J	`jnl`	Novel Insights in Spatial Epidemiology Utilizing Explainable AI (XAI) and Remote Sensing. Remote. Sens. Anastasios Temenos, Ioannis N. Tzortzis, Maria Kaselimi, Ioannis Rallis, Anastasios D. Doulamis, Nikolaos Doulamis
2022	—	`conf`	Pervasive Monitoring of Public Health and Well-Being in Urban Areas with Blue-Green Solutions. MIE Parisis Gallos, Andreas Menychtas, Christos Panagopoulos, Maria Kaselimi, Ioannis Rallis, Anastasios D. Doulamis, Nikolaos Doulamis, Manthos Bimpas, Aikaterini Aggeli, Eftychios Protopapadakis, Emmanuel Sardis, Ilias Maglogiannis
2022	C	`conf`	Spatio-Temporal Interpretation of The Covid-19 Risk Factors Using Explainable Ai. IGARSS Anastasios Temenos, Maria Kaselimi, Ioannis N. Tzortzis, Ioannis Rallis, Anastasios D. Doulamis, Nikolaos Doulamis
2022	—	`conf`	Use of Photogrammetry in a Business Simulation Game. PETRA Ilias Kalisperakis, George Kopsiaftis, Ioannis Rallis, Christos Stentoumis, Anisa Kouka, Vivian Riga, Dimitris Koutsomitsos
2022	—	`conf`	Using mHealth Technologies to Promote Public Health and Well-Being in Urban Areas with Blue-Green Solutions. ICIMTH Parisis Gallos, Andreas Menychtas, Christos Panagopoulos, Maria Kaselimi, Anastasios Temenos, Ioannis Rallis, Anastasios D. Doulamis, Nikolaos Doulamis, Manthos Bimpas, Aikaterini Aggeli, Eftychios Protopapadakis, Emmanuel Sardis, Ilias Maglogiannis
2021	—	`conf`	Application Programming Interface for a Customer Experience Analysis Tool. NiDS George Kopsiaftis, Ioannis Georgoulas, Ioannis Rallis, Ioannis Markoulidakis, Kostis E. Tzanettis, Michael Sfakianos, Nikolaos Doulamis
2021	J	`jnl`	Bidirectional long short-term memory networks and sparse hierarchical modeling for scalable educational learning of dance choreographies. Vis. Comput. Ioannis Rallis, Nikolaos Bakalos, Nikolaos Doulamis, Anastasios D. Doulamis, Athanasios Voulodimos
2021	—	`conf`	Cultural-Oriented Mobile Game Application and the Gamification of Tourism. TMM_CH Ioannis Rallis, George Kopsiaftis, Ilias Kalisperakis, Christos Stentoumis, Dimitris Koutsomitsos, Vivian Riga
2021	—	`conf`	Evaluating the Usefulness of Unsupervised Monitoring in Cultural Heritage Monuments. NiDS Charalampos Zafeiropoulos, Ioannis N. Tzortzis, Ioannis Rallis, Eftychios Protopapadakis, Nikolaos Doulamis, Anastasios D. Doulamis
2021	J	`jnl`	Evaluating the Usefulness of Unsupervised monitoring in Cultural Heritage Monuments. CoRR Charalampos Zafeiropoulos, Ioannis N. Tzortzis, Ioannis Rallis, Eftychios Protopapadakis, Nikolaos D. Doulamis, Anastasios D. Doulamis
2021	—	`conf`	Multi-Class Confusion Matrix Reduction method and its application on Net Promoter Score classification problem. PETRA Ioannis Markoulidakis, George Kopsiaftis, Ioannis Rallis, Ioannis Georgoulas
2021	—	`conf`	Scientific Architecture of the Educational Toolkit of the Project EDICULA. TMM_CH Antonia I. Moropoulou, Kyriakos Lampropoulos, Ioannis Rallis, Anastasios Doulamis
2020	—	`conf`	A novel classification method for customer experience survey analysis. PETRA Ioannis Rallis, Ioannis Markoulidakis, Ioannis Georgoulas, George Kopsiaftis
2020	B	`conf`	Adaptive Convolutionally Enchanced Bi-Directional Lstm Networks For Choreographic Modeling. ICIP Nikolaos Bakalos, Ioannis Rallis, Nikolaos D. Doulamis, Anastasios D. Doulamis, Athanasios Voulodimos, Eftychios Protopapadakis
2020	—	`conf`	Confusion Matrix Analysis for NPS. PCI Ioannis Markoulidakis, George Kopsiaftis, Ioannis Rallis, Ioannis Georgoulas, Anastasios D. Doulamis, Nikolaos Doulamis
2020	—	`ch.`	Machine Learning for Intangible Cultural Heritage: A Review of Techniques on Dance Analysis. Visual Computing for Cultural Heritage Ioannis Rallis, Athanasios Voulodimos, Nikolaos Bakalos, Eftychios Protopapadakis, Nikolaos Doulamis, Anastasios D. Doulamis
2020	J	`jnl`	Motion Primitives Classification Using Deep Learning Models for Serious Game Platforms. IEEE Computer Graphics and Applications Nikolaos Bakalos, Ioannis Rallis, Nikolaos Doulamis, Anastasios D. Doulamis, Athanasios Voulodimos, Vassilios Vescoukis
2020	J	`jnl`	Physics-based keyframe selection for human motion summarization. Multim. Tools Appl. Athanasios Voulodimos, Ioannis Rallis, Nikolaos Doulamis
2020	J	`jnl`	R2D2: A Dbpedia Chatbot Using Triple-Pattern Like Queries. Algorithms Haridimos Kondylakis, Dimitrios Tsirigotakis, Giorgos Fragkiadakis, Emmanouela Panteri, Alexandros Papadakis, Alexandros Fragkakis, Eleytherios Tzagkarakis, Ioannis Rallis, Zacharias Saridakis, Apostolos Trampas, Giorgos Pirounakis, Nikolaos Papadakis
2019	—	`conf`	Choreographic Pose Identification using Convolutional Neural Networks. VS-GAMES Nikolaos Bakalos, Ioannis Rallis, Nikolaos Doulamis, Anastasios D. Doulamis, Eftychios Protopapadakis, Athanasios Voulodimos
2019	B	`conf`	Learning Choreographic Primitives Through A Bayesian Optimized Bi-Directional LSTM Model. ICIP Ioannis Rallis, Nikolaos Bakalos, Nikolaos Doulamis, Athanasios Voulodimos, Anastasios D. Doulamis, Eftychios Protopapadakis
2018	—	`conf`	An Embodied Learning Game Using Kinect and Labanotation for Analysis and Visualization of Dance Kinesiology. VS-GAMES Ioannis Rallis, Apostolos Langis, Ioannis Georgoulas, Athanasios Voulodimos, Nikolaos Doulamis, Anastasios D. Doulamis
2018	B	`conf`	Hierarchical Sparse Modeling for Representative Selection in Choreographic Time Series. ICIP Ioannis Rallis, Nikolaos Doulamis, Athanasios Voulodimos, Anastasios D. Doulamis
2018	B	`conf`	Kinematics-based Extraction of Salient 3D Human Motion Data for Summarization of Choreographic Sequences. ICPR Athanasios Voulodimos, Nikolaos Doulamis, Anastasios D. Doulamis, Ioannis Rallis
2018	J	`jnl`	Spatio-temporal summarization of dance choreographies. Comput. Graph. Ioannis Rallis, Nikolaos Doulamis, Anastasios D. Doulamis, Athanasios Voulodimos, Vassilios Vescoukis
2017	—	`conf`	Extraction of key postures from 3D human motion data for choreography summarization. VS-GAMES Ioannis Rallis, Ioannis Georgoulas, Nikolaos Doulamis, Athanasios Voulodimos, Panagiotis Terzopoulos