Ioannis Rallis

According to our database, Ioannis Rallis authored at least 47 papers between 2017 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Enhancing Internet of Medical Things security with artificial intelligence: A comprehensive review.

Sotiris Messinis, Nikos Temenos, Nicholas E. Protonotarios, Ioannis Rallis, Dimitrios Kalogeras, Nikolaos Doulamis

Comput. Biol. Medicine, March, 2024

Learning using privileged information for segmenting tumors on digital mammograms.

Ioannis N. Tzortzis, Konstantinos Makantasis, Ioannis Rallis, Nikolaos Bakalos, Anastasios Doulamis, Nikolaos Doulamis

CoRR, 2024

A Way Forward for the MDCG 2019-16 Medical Device Security Guidance.

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, Andres Castillo, Carsten Maple, Nikolaos Drivalos Matragkas, Rance J. DeLong, Theodoros N. Arvanitis, Konstantinos Katzis

Proceedings of the 17th International Conference on PErvasive Technologies Related to Assistive Environments, 2024

Quantifying the Impact of Nature based Interventions on Citizen Health and Well-being.

Eftychios Protopapadakis, Parisis Gallos, Stelios Kalogridis, Theodora Karali, Eirini Marinou, Emmanuel Sardis, Sotiria Baki, Elsa Katsorida, Ioannis Rallis

Proceedings of the 17th International Conference on PErvasive Technologies Related to Assistive Environments, 2024

IKAROS: a UAV-based integrated system for monitoring road defects and managing vehicle traffic and emergencies on road transport networks.

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

Proceedings of the 17th International Conference on PErvasive Technologies Related to Assistive Environments, 2024

Ocean-DC: An analysis ready data cube framework for environmental and climate change monitoring over the port areas.

Ioannis Kavouras, Ioannis Rallis, Nikolaos Doulamis, Anastasios Doulamis

Proceedings of the 17th International Conference on PErvasive Technologies Related to Assistive Environments, 2024

A Deep Learning Framework for Segmentation of Road Defects Using ResUNet-a.

Iason Katsamenis, George Kopsiaftis, Athanasios Voulodimos, Ioannis Rallis, Ioannis Georgoulas, Charalampos Zafeiropoulos, Anastasios Doulamis

Proceedings of the 17th International Conference on PErvasive Technologies Related to Assistive Environments, 2024

Zeekflow+: A Deep LSTM Autoencoder with Integrated Random Forest Classifier for Binary and Multi-class Classification in Network Traffic Data.

Emmanouil Arapidis, Nikos Temenos, Dimitris Giagkos, Ioannis Rallis, Dimitris Kalogeras, Nikolaos Papadakis, Antonis Litke, Sotirios Messinis

Proceedings of the 17th International Conference on PErvasive Technologies Related to Assistive Environments, 2024

Multi-scale Intervention Planning Based on Generative Design.

Ioannis Kavouras, Ioannis Rallis, Emmanuel Sardis, Eftychios Protopapadakis, Anastasios Doulamis, Nikolaos Doulamis

Proceedings of the Generative Intelligence and Intelligent Tutoring Systems, 2024

Community-driven Smart EV charging With Multi-Agent Deep Reinforcement Learning.

Stavros Sykiotis, Sotirios Athanasoulias, Nikolaos Temenos, Ioannis Rallis, Anastasios Doulamis, Nikolaos Doulamis

Proceedings of the International Joint Conference on Neural Networks, 2024

Identifying False Negative Flood Events Using Interpretable Deep Learning Framework.

Anastasios Temenos, Nikos Temenos, Ioannis Rallis, Margarita Skamantzari, Anastasios Doulamis, Nikolaos Doulamis

Proceedings of the IGARSS 2024, 2024

Automated Detection and Categorization of River Islets Using Sentinel 2 Images.

Thodoris Betsas, Ioannis Rallis, Anastasios Doulamis, Nikolaos Doulamis, Andreas Georgopoulos

Proceedings of the IGARSS 2024, 2024

Segmentation of Remote Sensing Data with Missing Modalities Through Prototype Knowledge Distillation.

Nikolaos Bakalos, Stavros Sykiotis, Anastasios Temenos, Ioannis Rallis, Anastasios Doulamis, Nikolaos Doulamis

Proceedings of the IGARSS 2024, 2024

2023

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.

Charalampos Zafeiropoulos, Ioannis N. Tzortzis, Ioannis Rallis, Anastasios Doulamis

Proceedings of the Transdisciplinary Multispectral Modeling and Cooperation for the Preservation of Cultural Heritage, 2023

An integrated framework for classifying mammograms according to BIRADS scale and breast tissue density.

Ioannis N. Tzortzis, Stavros Sykiotis, Ioannis Rallis, Nikolaos Doulamis

Proceedings of the 16th International Conference on PErvasive Technologies Related to Assistive Environments, 2023

Lightweight machine learning for privacy-preserving and secure networked medical devices: The SEPTON project use cases.

Sotiris Messinis, Nicholas E. Protonotarios, Ioannis N. Tzortzis, Ioannis Rallis, Dimitrios Kalogeras, Nikolaos Doulamis

Proceedings of the 16th International Conference on PErvasive Technologies Related to Assistive Environments, 2023

Dynamically tangible cultural heritage monitoring from web video sources.

Ioannis Kavouras, Ioannis Rallis, Nikolaos Doulamis, Anastasios D. Doulamis

Proceedings of the 16th International Conference on PErvasive Technologies Related to Assistive Environments, 2023

A Framework for Biodiversity Image Analysis using Machine Learning and Crowdsourcing Knowledge.

Loukas Chatzivasili, Georgia Charalambous, Maria Papoutsoglou, Georgia M. Kapitsaki, Ioustina Harasim, Eva Chatzinikolaou, Georgia Sarafidou, Ioannis Rallis, Markos Digenis

Proceedings of the Workshops of the EDBT/ICDT 2023 Joint Conference, 2023

2022

Novel Insights in Spatial Epidemiology Utilizing Explainable AI (XAI) and Remote Sensing.

Anastasios Temenos, Ioannis N. Tzortzis, Maria Kaselimi, Ioannis Rallis, Anastasios D. Doulamis, Nikolaos Doulamis

Remote. Sens., 2022

A holistic monitoring scheme for road infrastructures.

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

Proceedings of the PETRA '22: The 15th International Conference on PErvasive Technologies Related to Assistive Environments, Corfu, Greece, 29 June 2022, 2022

Interpretation of net promoter score attributes using explainable AI.

Ioannis Rallis, Yannis Markoulidakis, Ioannis Georgoulas, George Kopsiaftis, Maria Kaselimi, Nikolaos D. Doulamis, Anastasios D. Doulamis

Proceedings of the PETRA '22: The 15th International Conference on PErvasive Technologies Related to Assistive Environments, Corfu, Greece, 29 June 2022, 2022

Use of Photogrammetry in a Business Simulation Game.

Ilias Kalisperakis, George Kopsiaftis, Ioannis Rallis, Christos Stentoumis, Anisa Kouka, Vivian Riga, Dimitris Koutsomitsos

Proceedings of the PETRA '22: The 15th International Conference on PErvasive Technologies Related to Assistive Environments, Corfu, Greece, 29 June 2022, 2022

Evaluating the Feasibility of Fast Game Development Using Open Source Tools and AI Algorithms.

Ioannis Kavouras, Ioannis Rallis, Anastasios D. Doulamis, Nikolaos Doulamis

Proceedings of the Novel & Intelligent Digital Systems: Proceedings of the 2nd International Conference, 2022

Pervasive Monitoring of Public Health and Well-Being in Urban Areas with Blue-Green Solutions.

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

Proceedings of the Challenges of Trustable AI and Added-Value on Health, 2022

Spatio-Temporal Interpretation of The Covid-19 Risk Factors Using Explainable Ai.

Anastasios Temenos, Maria Kaselimi, Ioannis N. Tzortzis, Ioannis Rallis, Anastasios D. Doulamis, Nikolaos Doulamis

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

Automatic Inspection of Cultural Monuments Using Deep and Tensor-Based Learning on Hyperspectral Imagery.

Ioannis N. Tzortzis, Ioannis Rallis, Konstantinos Makantasis, Anastasios D. Doulamis, Nikolaos Doulamis, Athanasios Voulodimos

Proceedings of the 2022 IEEE International Conference on Image Processing, 2022

Using mHealth Technologies to Promote Public Health and Well-Being in Urban Areas with Blue-Green Solutions.

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

Proceedings of the Advances in Informatics, Management and Technology in Healthcare, 2022

2021

Bidirectional long short-term memory networks and sparse hierarchical modeling for scalable educational learning of dance choreographies.

Ioannis Rallis, Nikolaos Bakalos, Nikolaos Doulamis, Anastasios D. Doulamis, Athanasios Voulodimos

Vis. Comput., 2021

Cultural-Oriented Mobile Game Application and the Gamification of Tourism.

Ioannis Rallis, George Kopsiaftis, Ilias Kalisperakis, Christos Stentoumis, Dimitris Koutsomitsos, Vivian Riga

Proceedings of the Trandisciplinary Multispectral Modelling and Cooperation for the Preservation of Cultural Heritage, 2021

Scientific Architecture of the Educational Toolkit of the Project EDICULA.

Antonia I. Moropoulou, Kyriakos Lampropoulos, Ioannis Rallis, Anastasios Doulamis

Proceedings of the Trandisciplinary Multispectral Modelling and Cooperation for the Preservation of Cultural Heritage, 2021

Multi-Class Confusion Matrix Reduction method and its application on Net Promoter Score classification problem.

Ioannis Markoulidakis, George Kopsiaftis, Ioannis Rallis, Ioannis Georgoulas

Proceedings of the PETRA '21: The 14th PErvasive Technologies Related to Assistive Environments Conference, Virtual Event, Greece, 29 June, 2021

Evaluating the Usefulness of Unsupervised Monitoring in Cultural Heritage Monuments.

Charalampos Zafeiropoulos, Ioannis N. Tzortzis, Ioannis Rallis, Eftychios Protopapadakis, Nikolaos Doulamis, Anastasios D. Doulamis

Proceedings of the Novelties in Intelligent Digital Systems - Proceedings of the 1st International Conference (NiDS 2021), Athens, Greece, September 30, 2021

Application Programming Interface for a Customer Experience Analysis Tool.

George Kopsiaftis, Ioannis Georgoulas, Ioannis Rallis, Ioannis Markoulidakis, Kostis E. Tzanettis, Michael Sfakianos, Nikolaos Doulamis

Proceedings of the Novelties in Intelligent Digital Systems - Proceedings of the 1st International Conference (NiDS 2021), Athens, Greece, September 30, 2021

2020

Physics-based keyframe selection for human motion summarization.

Athanasios Voulodimos, Ioannis Rallis, Nikolaos Doulamis

Multim. Tools Appl., 2020

Motion Primitives Classification Using Deep Learning Models for Serious Game Platforms.

Nikolaos Bakalos, Ioannis Rallis, Nikolaos Doulamis, Anastasios D. Doulamis, Athanasios Voulodimos, Vassilios Vescoukis

IEEE Computer Graphics and Applications, 2020

R2D2: A Dbpedia Chatbot Using Triple-Pattern Like Queries.

Haridimos Kondylakis, Dimitrios Tsirigotakis, Giorgos Fragkiadakis, Emmanouela Panteri, Alexandros Papadakis, Alexandros Fragkakis, Eleytherios Tzagkarakis, Ioannis Rallis, Zacharias Saridakis, Apostolos Trampas, Giorgos Pirounakis, Nikolaos Papadakis

Algorithms, 2020

A novel classification method for customer experience survey analysis.

Ioannis Rallis, Ioannis Markoulidakis, Ioannis Georgoulas, George Kopsiaftis

Proceedings of the PETRA '20: The 13th PErvasive Technologies Related to Assistive Environments Conference, Corfu, Greece, June 30, 2020

Confusion Matrix Analysis for NPS.

Ioannis Markoulidakis, George Kopsiaftis, Ioannis Rallis, Ioannis Georgoulas, Anastasios D. Doulamis, Nikolaos Doulamis

Proceedings of the PCI 2020: 24th Pan-Hellenic Conference on Informatics, 2020

Adaptive Convolutionally Enchanced Bi-Directional Lstm Networks For Choreographic Modeling.

Nikolaos Bakalos, Ioannis Rallis, Nikolaos D. Doulamis, Anastasios D. Doulamis, Athanasios Voulodimos, Eftychios Protopapadakis

Proceedings of the IEEE International Conference on Image Processing, 2020

Machine Learning for Intangible Cultural Heritage: A Review of Techniques on Dance Analysis.

Ioannis Rallis, Athanasios Voulodimos, Nikolaos Bakalos, Eftychios Protopapadakis, Nikolaos Doulamis, Anastasios D. Doulamis

Proceedings of the Visual Computing for Cultural Heritage, 2020

2019

Choreographic Pose Identification using Convolutional Neural Networks.

Nikolaos Bakalos, Ioannis Rallis, Nikolaos Doulamis, Anastasios D. Doulamis, Eftychios Protopapadakis, Athanasios Voulodimos

Proceedings of the 11th International Conference on Virtual Worlds and Games for Serious Applications, 2019

Learning Choreographic Primitives Through A Bayesian Optimized Bi-Directional LSTM Model.

Ioannis Rallis, Nikolaos Bakalos, Nikolaos Doulamis, Athanasios Voulodimos, Anastasios D. Doulamis, Eftychios Protopapadakis

Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

2018

Spatio-temporal summarization of dance choreographies.

Ioannis Rallis, Nikolaos Doulamis, Anastasios D. Doulamis, Athanasios Voulodimos, Vassilios Vescoukis

Comput. Graph., 2018

An Embodied Learning Game Using Kinect and Labanotation for Analysis and Visualization of Dance Kinesiology.

Ioannis Rallis, Apostolos Langis, Ioannis Georgoulas, Athanasios Voulodimos, Nikolaos Doulamis, Anastasios D. Doulamis

Proceedings of the 10th International Conference on Virtual Worlds and Games for Serious Applications, 2018

Kinematics-based Extraction of Salient 3D Human Motion Data for Summarization of Choreographic Sequences.

Athanasios Voulodimos, Nikolaos Doulamis, Anastasios D. Doulamis, Ioannis Rallis

Proceedings of the 24th International Conference on Pattern Recognition, 2018

Hierarchical Sparse Modeling for Representative Selection in Choreographic Time Series.

Ioannis Rallis, Nikolaos Doulamis, Athanasios Voulodimos, Anastasios D. Doulamis

Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

2017

Extraction of key postures from 3D human motion data for choreography summarization.

Ioannis Rallis, Ioannis Georgoulas, Nikolaos Doulamis, Athanasios Voulodimos, Panagiotis Terzopoulos

Proceedings of the 9th International Conference on Virtual Worlds and Games for Serious Applications, 2017