Critical Action Planning over Extreme-Scale Data

CORDIS fornisce collegamenti ai risultati finali pubblici e alle pubblicazioni dei progetti ORIZZONTE.

I link ai risultati e alle pubblicazioni dei progetti del 7° PQ, così come i link ad alcuni tipi di risultati specifici come dataset e software, sono recuperati dinamicamente da .OpenAIRE .

Risultati finali

Initial Use Case Evaluation, Pilots, Demonstrators and Simulation Models and Tools

This deliverable will present the interim evaluation of the CREXDATA use cases, the simulation models and tools developed at CREXDATA, as well as the developed pilots. It also includes the final scenario definitions for the use cases and initial conclusions from evaluation results across use cases.

Ethics Manual

A report that will: 1) explain how all data intended to be used for training and/or validating the CREXDATA practices and models are relevant, high quality, and limited to the purposes at hand; 2) assess whether the AI, ML and CEF models and their use in the context of the use cases have any detrimental impact on humans in terms of social behavior engineering, privacy violation, surveillance and free will; 3) provide adequate information in regard to the prototype's quality following a risk-based approach.

Initial Report on Complex Event Forecasting, Learning and Analytics

This deliverable will present the initial set of developed algorithms for (i) multi-resolution complex event forecasting, (ii) reinforced learning, (iii) federated machine learning, and (iv) data analytics as a service.

Initial Report on System Architecture, Integration and Released Software Stacks

This deliverable will present the initial system architecture, the system integration and the initial version of the released software stacks.

Initial Report on Explainable AI, Visual Analytics and Augmented Reality

This deliverable will present the initial set of developed algorithms for (i) explainable AI, (ii) visual analytics for supporting XAI and for data analytics under uncertainty, and (iii) Augmented Reality.

Data handling, Joint Scheme for Pilot and Demonstrator Research Design, Requirements Analysis and Initial Scenario Definition

This deliverable will present the data handling process in accordance with D1.2, joint scheme for pilot and demonstrator research design across use cases, as well as requirements analysis and initial scenario definitions per use cases. D2.1 sets up structure and procedures for research data acquisition, analysis and evaluation, which will be reflected in the structure of deliverables D2.2/D2.3.

Plan for Dissemination and Exploitation, Project Presentation and Website

This deliverable will detail the plan for the project dissemination, communication and exploitation strategy to be adopted throughout the project lifetime, as well as will initiate a list of related projects, potential adopters and actions that CREXDATAwill use to approach stakeholders. This deliverable also contains a fact sheet providing an overview of the project, following the EU standards, the project presentation and the project website, as key dissemination and exploitationchannels for promoting and communicating the project achievements.

Initial Report on the Dissemination, Exploitation and Business Plan

This deliverable includes the initial report on the dissemination and exploitation activities undertaken throughout the project, as well as the initial version of the business plan that incorporates CREXDATA’s achievements.

Quality Assurance Plan

The quality assurance plan will highlight potential risks and associated contingency plans. This plan will deal with quality assurance regarding the information flow, communication channels and reporting procedures within the consortium and to others; also quality assurance of technical and scientific results and of the project documentation.

Data Management Plan

A report that will a) provide an overview of the datasets generated and usedin the context of the project and the use cases thereof, b) outline how data will be generated and/or collected and processed, c) assess on top of the methodology and standards to be introduced, whether and how this data will be shared and/or made open in cases this is possible, always pursuing to adhere to the FAIR principles, and how it will be curated and preserved, in direct alignment with the ethics requirements. The Data Management Plan will evolve during the lifetime of CREXDATA, to present the status of the project's reflections on data management.

Pubblicazioni

Classifying extratropical cyclones and their impact on Finland's electricity grid: insights from 92 damaging windstorms

Autori: Ilona Láng-Ritter, Terhi Kristiina Laurila, Antti Mäkelä, Hilppa Gregow, Victoria Anne Sinclair
Pubblicato in: Natural Hazards and Earth System Sciences, Numero 25, 2025, ISSN 1684-9981
Editore: Copernicus Publications on behalf of the European Geosciences Union
DOI: 10.5194/NHESS-25-1697-2025

Analysis of SARS-CoV-2 in wastewater for prevalence estimation and investigating clinical diagnostic test biases

Autori: Mattia Mattei, Rosa M. Pintó, Susana Guix, Albert Bosch, Alex Arenas
Pubblicato in: Water Research, Numero 242, 2023, ISSN 0043-1354
Editore: Elsevier Ltd.
DOI: 10.1016/J.WATRES.2023.120223

H3CPP: Boundary-Safe Coverage Path Planning for Multi-USV Operations in Irregular Coastal Environments

Autori: Giannis Spiliopoulos, Elias Xidias, Dimitris Zissis
Pubblicato in: IEEE Access, Numero 14, 2026, ISSN 2169-3536
Editore: Institute of Electrical and Electronics Engineers (IEEE)
DOI: 10.1109/ACCESS.2026.3652001

RATS: A resource allocator for optimizing the execution of tumor simulations over HPC infrastructures

Autori: Errikos Streviniotis, Nikos Giatrakos, Yannis Kotidis, Thaleia Ntiniakou, Miguel Ponce de Leon
Pubblicato in: Information Systems, Numero 132, 2025, ISSN 0306-4379
Editore: Elsevier Ltd.
DOI: 10.1016/J.IS.2025.102538

The spread of the Delta variant in Catalonia during summer 2021: Modelling and interpretation

Autori: Benjamin Steinegger, Giulio Burgio, Piergiorgio Castioni, Clara Granell, Alex Arenas
Pubblicato in: Journal of Infection and Public Health, Numero 18, 2025, ISSN 1876-0341
Editore: Elsevier BV
DOI: 10.1016/J.JIPH.2025.102771

Immune digital twins for complex human pathologies: applications, limitations, and challenges

Autori: Niarakis, Anna; Montagud, Arnau; Valencia, Alfonso
Pubblicato in: instname:Consejo Superior de Investigaciones Científicas (CSIC), 2025, ISSN 2056-7189
Editore: npj
DOI: 10.1038/S41540-024-00450-5

Improving trust and confidence in medical skin lesion diagnosis through explainable deep learning

Autori: Metta C; Beretta A; Guidotti R; Yin Y; Gallinari P; Rinzivillo S; Giannotti F
Pubblicato in: International Journal of Data Science and Analytics, 2023, ISSN 2364-4168
Editore: Springer
DOI: 10.1007/S41060-023-00401-Z

APEROL: Adaptive Parallel Edge-to-Cloud Runtime Optimization for Layered Workflow Execution

Autori: Dimitrios Banelas, Alkis Simitsis, Nikos Giatrakos
Pubblicato in: PVLDB, ISSN 2150-8097
Editore: PVLDB
DOI: 10.14778/3773749.3773755

Performance Assessment of an Electrostatic Filter-Diverter Stent Cerebrovascular Protection Device: Evaluation of a Range of Potential Electrostatic Fields Focusing on Small Particles

Autori: Eguzkitza, Beatriz; Navia, José A; Houzeaux, Guillaume; Butakoff, Constantine; Vázquez, Mariano
Pubblicato in: Bioengineering, 2024, ISSN 2306-5354
Editore: MDPI
DOI: 10.3390/BIOENGINEERING11111127

Assessing the impact of interregional mobility on COVID19 spread in Spain using transfer entropy

Autori: Miguel Ponce-de-Leon, Camila Pontes, Alex Arenas, Alfonso Valencia
Pubblicato in: Scientific Reports, Numero 15, 2025, ISSN 2045-2322
Editore: Nature
DOI: 10.1038/S41598-025-17218-4

The Big Picture: An Improved Method for Mapping Shipping Activities

Autori: Troupiotis-Kapeliaris, A., Zissis, D., Bereta, K., Vodas, M., Spiliopoulos, G., & Karantaidis, G.
Pubblicato in: Remote Sensing, ISSN 2072-4292
Editore: MDPI
DOI: 10.3390/RS15215080

The Flow of Trust: A Visualization Framework to Externalize, Explore, and Explain Trust in ML Applications

Autori: Stef van den, Elzen; Gennady, Andrienko; Natalia, Andrienko; Brian D, Fisher; Rafael M, Martins; Jaakko, Peltonen; Alexandru C, Telea; Michel, Verleysen; Theresa-Marie, Rhyne
Pubblicato in: IEEE Computer Graphics and Applications, Vol. 43, no.2, p. 78-88 (2023), 2023, ISSN 1558-1756
Editore: IEEE
DOI: 10.1109/MCG.2023.3237286

On the number of stable solutions in the Kuramoto model

Autori: Alex Arenas; Antonio Garijo; Sergio Gómez; Jordi Villadelprat
Pubblicato in: Chaos, 2023, ISSN 1089-7682
Editore: Chaos
DOI: 10.1063/5.0161977

Collection: The Aegean Ro-Boat Race 2023

Autori: Alexandros Troupiotis-Kapeliaris; Nikolaos Sapountzis; Giannis Spiliopoulos; Thomas Kogias; Piyabhum Chaysri; Bernardo AntÓnio Correia Gabriel; Miguel Filipe Santos Silva; Elias Xidias; Konstantinos Blekas; João Tasso de Figueiredo Borges de Sousa; Dimitris Zissis
Pubblicato in: IEEE Data Descriptions ( Volume: 1), 2024, ISSN 2995-4274
Editore: IEEE
DOI: 10.1109/IEEEDATA.2024.3475332

Probabilistic Discrete‐Time Models for Spreading Processes in Complex Networks: A Review

Autori: Clara Granell, Sergio Gómez, Jesús Gómez‐Gardeñes, Alex Arenas
Pubblicato in: Annalen der Physik, Numero 536, 2024, ISSN 0003-3804
Editore: Wiley-VCH GmbH
DOI: 10.1002/ANDP.202400078

Network-driven vaccination strategies for preventing rebound dynamics in metapopulation epidemic control

Autori: Piergiorgio Castioni, Alex Arenas
Pubblicato in: Physical Review E, Numero 111, 2025, ISSN 2470-0045
Editore: American Physical Society (APS)
DOI: 10.1103/51FG-4RHX

Improving Graph Neural Networks by combining active learning with self-training

Autori: Georgios Katsimpras; Georgios Paliouras
Pubblicato in: Data Mining and Knowledge Discovery, 2023, ISSN 1573-756X
Editore: Springer
DOI: 10.1007/S10618-023-00959-Z

Natural Hazards and Earth System Science

Autori: Ilona Láng-Ritter; Terhi Kristiina Laurila; Antti Mäkelä; Hilppa Gregow; Victoria Anne Sinclair
Pubblicato in: Natural Hazards and Earth System Sciences, 2024, ISSN 1561-8633
Editore: Copemicus Gesellschaften
DOI: 10.5194/NHESS-25-1697-2025

SaaMS: The synopses-as-a-microservice paradigm for scalable adaptive streaming analytics across the cloud to edge continuum

Autori: Georgios Panagiotis Kalfakis, Nikos Giatrakos
Pubblicato in: Information Systems, Numero 136, 2025, ISSN 0306-4379
Editore: Elsevier BV
DOI: 10.1016/J.IS.2025.102629

Pattern formation framework for chimera states in complex networks

Autori: Malbor Asllani; Alex Arenas
Pubblicato in: Physical Review E, 2025, ISSN 2470-0053
Editore: American Physical Society
DOI: 10.1103/PHYSREVE.111.044306

Topic modelling for spatial insights: Uncovering space use from movement data

Autori: Gennady Andrienko, Natalia Andrienko, Dirk Hecker
Pubblicato in: Computers & Graphics, Numero 122, 2024, ISSN 0097-8493
Editore: Elsevier Ltd.
DOI: 10.1016/J.CAG.2024.103989

Information Systems

Autori: Georgios Panagiotis Kalfakis; Nikos Giatrakos
Pubblicato in: Information Systems, 2025, ISSN 0306-4379
Editore: Elsevier Science & Technology
DOI: 10.1016/J.IS.2025.102629

Dual Control of Coupled Oscillator Networks

Autori: Per Sebastian Skardal; Alex Arenas
Pubblicato in: IEEE Open Journal of Control Systems, Vol 2, Pp 146-154 (2023), 2023, ISSN 2694-085X
Editore: IEEE
DOI: 10.48550/arxiv.2210.01103

Electricity Load Lost in the Largest Windstorms—Is the Fragility-Based Model up to the Task?

Autori: Justinas Jasiūnas; Ilona Láng-Ritter; Tatu Heikkinen; Peter D. Lund
Pubblicato in: Energies, Vol 16, Iss 15, p 5678 (2023), 2023, ISSN 1996-1073
Editore: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/en16155678

Triadic Approximation Reveals the Role of Interaction Overlap on the Spread of Complex Contagions on Higher-Order Networks

Autori: Giulio Burgio; Sergio Gómez; Alex Arenas
Pubblicato in: Physical Review Letters, 2024, ISSN 1079-7114
Editore: American Physical Society
DOI: 10.48550/arxiv.2306.11441

Towards Transparent Healthcare: Advancing Local Explanation Methods in Explainable Artificial Intelligence

Autori: Metta, Carlo; Beretta, Andrea; Pellungrini, Roberto; Rinzivillo, Salvatore; Giannotti, Fosca
Pubblicato in: Bioengineering, 2024, ISSN 2306-5354
Editore: MDPI
DOI: 10.3390/BIOENGINEERING11040369

Joint Analysis of the Epidemic Evolution and Human Mobility During the First Wave of COVID-19 in Spain: Retrospective Study

Autori: Benjamin Steinegger; Clara Granell; Giacomo Rapisardi; Sergio Gómez; Joan Matamalas; David Soriano-Paños; Jesús Gómez-Gardeñes; Alex Arenas
Pubblicato in: JMIR Public Health and Surveillance, Vol 9, p e40514 (2023), 2023, ISSN 2369-2960
Editore: JMIR Public Health and Surveillance
DOI: 10.2196/40514

Mobility Data Science: Perspectives and Challenges

Autori: Mohamed Mokbel; Mahmoud Sakr; Li Xiong; Andreas Züfle; Jussara Almeida; Taylor Anderson; Walid Aref; Gennady Andrienko; Natalia Andrienko; Yang Cao; Sanjay Chawla; Reynold Cheng; Panos Chrysanthis; Xiqi Fei; Gabriel Ghinita; Anita Graser; Dimitrios Gunopulos; Christian S. Jensen; Joon-Seok Kim; Kyoung-Sook Kim; Peer Kröger; John Krumm; Johannes Lauer; Amr Magdy; Mario Nascimento; Siva Ravada; Matthias Renz; Dimitris Sacharidis; Flora Salim; Mohamed Sarwat; Maxime Schoemans; Cyrus Shahabi; Bettina Speckmann; Egemen Tanin; Xu Teng; Yannis Theodoridis; Kristian Torp; Goce Trajcevski; Marc van Kreveld; Carola Wenk; Martin Werner; Raymond Wong; Song Wu; Jianqiu Xu; Moustafa Youssef; Demetris Zeinalipour; Mengxuan Zhang; Esteban Zimányi
Pubblicato in: ACM Transactions on Spatial Algorithms and Systems, 2024, ISSN 2374-0353
Editore: ACM
DOI: 10.1145/3652158

Case beyond historical severity: Winds, faults, outages, and costs for electric grid

Autori: Jasiūnas, J., Ilona, L.-R., Heikkinen, T., & Lund, P.
Pubblicato in: Applied Energy, Vol. 373, 2024, ISSN 0306-2619
Editore: Elsevier Ltd.
DOI: 10.1016/J.APENERGY.2024.123884

Investigating Learning Join Order Optimization Strategies for Rule-based Data Engines

Autori: Antonios Karvelas; Yannis Foufoulas; Alkis Simitsis; Yannis Ioannidis
Pubblicato in: Information Systems Frontiers, 2024, ISSN 1572-9419
Editore: Springer
DOI: 10.1007/S10796-024-10555-1

Information and Computation

Autori: Periklis Mantenoglou; Alexander Artikis
Pubblicato in: Information and Computation, 2025, ISSN 0890-5401
Editore: Academic Press
DOI: 10.1016/J.IC.2025.105373

Identifying, exploring, and interpreting time series shapes in multivariate time intervals

Autori: Gota Shirato, Natalia Andrienko, Gennady Andrienko
Pubblicato in: Visual Informatics, 7(1), 77-91, 2023., 2023, ISSN 2468-502X
Editore: Elsevier Ltd.
DOI: 10.1016/J.VISINF.2023.01.001

Vessel Trajectory Data Mining: A Review

Autori: Alexandros Troupiotis-Kapeliaris, Christos Kastrisios, Dimitris Zissis
Pubblicato in: IEEE Access, Numero 13, 2025, ISSN 2169-3536
Editore: Institute of Electrical and Electronics Engineers (IEEE)
DOI: 10.1109/ACCESS.2025.3525952

Re-interpreting rules interpretability

Autori: Linara Adilova; Michael Kamp; Gennady Andrienko; Natalia Andrienko
Pubblicato in: International Journal of Data Science and Analytics, 2022, ISSN 2364-4168
Editore: Springer Nature
DOI: 10.21203/rs.3.rs-1525944/v1

Reasoning over Streams of Events with Delayed Effects

Autori: Periklis Mantenoglou, Manolis Pitsikalis, Alexander Artikis
Pubblicato in: Journal of Artificial Intelligence Research, Numero 84, 2025, ISSN 1076-9757
Editore: AI Access Foundation
DOI: 10.1613/JAIR.1.17886

Rebound in epidemic control: how misaligned vaccination timing amplifies infection peaks

Autori: Piergiorgio Castioni; Sergio Gómez; Clara Granell; Alex Arenas
Pubblicato in: npj Complexity 1, Article number 20, 2024, ISSN 2731-8753
Editore: Nature
DOI: 10.1038/S44260-024-00020-0

Evaluating Instruction-Tuned Large Language Models for Automatic Annotation of Multilingual Climate Disaster-Related Social Media Messages

Autori: Jonathan Ayebakuro Orama, Marc Juvillà Garcia, Maite Melero
Pubblicato in: Frontiers in Artificial Intelligence and Applications, Artificial Intelligence Research and Development, 2025, ISSN 1879-8314
Editore: IOS Press
DOI: 10.3233/FAIA250578

PhysiBoSS 2.0: a sustainable integration of stochastic Boolean and agent-based modelling frameworks

Autori: Noel, V., Montagud, A., Ponce de Leon, M., Calzone, L., Alfonso, V., Emmanuel, B., & Gerard, P.
Pubblicato in: npj Systems Biology and Applications volume, 9 (54), 2023, 2023, ISSN 2056-7189
Editore: Nature
DOI: 10.1038/S41540-023-00314-4

Complex Event Recognition with Allen Relations

Autori: Periklis Mantenoglou; Dimitrios Kelesis; Alexander Artikis
Pubblicato in: Proceedings of the 20th International Conference on Principles of Knowledge Representation and Reasoning — Main Track. Pages 502–511, 2023, ISSN 2334-1033
Editore: IJCAI Organization
DOI: 10.5281/ZENODO.8171625

The Aegean Ro-Boat Race: A Regatta to Accelerate Innovation in Marine Robotics and Autonomous Vessels

Autori: Dimitris Zissis, Alexandros Troupiotis-Kapeliaris, Elias Xidias, Thomas Kogias, Giannis Spiliopoulos, Leonardo Millefiori, Paolo Braca
Pubblicato in: IEEE Aerospace and Electronic Systems Magazine, Numero 39, 2024, ISSN 0885-8985
Editore: Institute of Electrical and Electronics Engineers (IEEE)
DOI: 10.1109/MAES.2024.3425317

Temporal Specification Optimisation for the Event Calculus

Autori: Periklis Mantenoglou, Alexander Artikis
Pubblicato in: Proceedings of the AAAI Conference on Artificial Intelligence, Numero 39, 2025, ISSN 2374-3468
Editore: Association for the Advancement of Artificial Intelligence (AAAI)
DOI: 10.1609/AAAI.V39I14.33653

Immune digital twins for complex human pathologies: applications, limitations, and challenges

Autori: Niarakis, Anna; Laubenbacher, Reinhard; An, Gary; Ilan, Yaron; Fisher, Jasmin; Flobak, Åsmund; Reiche, Kristin; Rodríguez Martínez, María; Geris, Liesbet; Ladeira, Luiz; Veschini, Lorenzo; Blinov, Michael; Messina, Francesco; Fonseca, Luis; Ferreira, Sandra; Montagud, Arnau; Noël, Vincent; Marku, Malvina; Tsirvouli, Eirini; Torres, Marcella; Harris, Leonard; Sego, T; Cockrell, Chase; Shick, Amanda; Balci, Hasan; Salazar, Albin; Rian, Kinza; Hemedan, Ahmed; Esteban-Medina, Marina; Staumont, Bernard; Hernandez-Vargas, Esteban; Martis B, Shiny; Madrid-Valiente, Alejandro; Karampelesis, Panagiotis; Sordo Vieira, Luis; Harlapur, Pradyumna; Kulesza, Alexander; Nikaein, Niloofar; Garira, Winston; Malik Sheriff, Rahuman; Thakar, Juilee; Tran, van Du T.; Carbonell-Caballero, Jose; Safaei, Soroush; Valencia, Alfonso; Zinovyev, Andrei; Glazier, James
Pubblicato in: npj Systems Biology and Applications, 2024, ISSN 2056-7189
Editore: npj
DOI: 10.1038/S41540-024-00450-5

Machine learning mathematical models for incidence estimation during pandemics

Autori: Oscar Fajardo-Fontiveros; Mattia Mattei; Giulio Burgio; Clara Granell; Sergio Gómez; Alex Arenas; Marta Sales-Pardo; Roger Guimerà
Pubblicato in: PLOS Computational Biology, 2024, ISSN 1553-7358
Editore: Public Library of Science
DOI: 10.1371/JOURNAL.PCBI.1012687

Integrating human knowledge for explainable AI

Autori: Eleonora Cappuccio, Bahavathy Kathirgamanathan, Salvatore Rinzivillo, Gennady Andrienko, Natalia Andrienko
Pubblicato in: Machine Learning, Numero 114, 2025, ISSN 0885-6125
Editore: Springer Science and Business Media LLC
DOI: 10.1007/S10994-025-06879-X

EnvClus*: Extracting Common Pathways for Effective Vessel Trajectory Forecasting

Autori: Zygouras, Nikolas; Troupiotis-Kapeliaris, Alexandros; Zissis, Dimitrios
Pubblicato in: IEEE Access, 2024, ISSN 2169-3536
Editore: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.5281/zenodo.13376844

Advancing Dermatological Diagnostics: Interpretable AI for Enhanced Skin Lesion Classification

Autori: Metta C.; Beretta A.; Guidotti R.; Yin Y.; Gallinari P.; Rinzivillo S.; Giannotti F.
Pubblicato in: Diagnostics, 2024, ISSN 2075-4418
Editore: MDPI
DOI: 10.3390/DIAGNOSTICS14070753

Method for systematic creation of test scenarios for early customer involvement

Autori: Iris Graessler, Marcel Ebel, Jens Pottebaum
Pubblicato in: Procedia CIRP, Numero 136, 2025, ISSN 2212-8271
Editore: Elsevier BV
DOI: 10.1016/J.PROCIR.2025.08.038

Test-oriented Resilient Requirements Engineering (ToRRE): extending model-based effect chain analysis to verification objectives

Autori: Iris Graessler, Marcel Ebel
Pubblicato in: Proceedings of the Design Society, Numero 5, 2025, ISSN 2732-527X
Editore: Cambridge University Press (CUP)
DOI: 10.1017/PDS.2025.10317

Impact of wind speed and soil frost on electricity distribution system reliability

Autori: Juha Haakana; Otto Räisänen; Markku Karhunen; Ilona Láng-Ritter; Jukka Lassila
Pubblicato in: Heliyon, Volume 10, Numero 24 e40846, December 30, 2024, 2024, ISSN 2405-8440
Editore: Elsevier Ltd.
DOI: 10.1016/J.HELIYON.2024.E40846

Run-Time Adaptation of Complex Event Forecasting

Autori: Manolis Pitsikalis, Elias Alevizos, Nikos Giatrakos, Alexander Artikis
Pubblicato in: Proceedings of the 19th ACM International Conference on Distributed and Event-based Systems, 2025, ISSN 79-8-4007-1332-3
Editore: ACM
DOI: 10.1145/3701717.3730539

Quality Key Figures for Developing Future Scenarios

Autori: Iris Graessler, Deniz Oezcan
Pubblicato in: AHFE International, Human Systems Engineering and Design (IHSED2024) Future Trends and Applications, Numero 158, 2024
Editore: AHFE
DOI: 10.54941/AHFE1005553

Towards Run-Time Adaptation of Complex Event Forecasting

Autori: Manolis Pitsikalis, Elias Alevizos, Nikos Giatrakos and Alexander Artikis
Pubblicato in: 7th International Workshop on Big Mobility Data Analytics (BMDA) co-located with the EDBT/ICDT, 2025, ISSN 1613-0073
Editore: EDBT/ICDT
DOI: 10.5281/ZENODO.15629358

Complex Event Recognition with Symbolic Register Transducers

Autori: Alevizos, Elias; Artikis, Alexander; Paliouras, Georgios
Pubblicato in: Proceedings of the VLDB Endowment, 2024, ISSN 2150-8097
Editore: VLDB
DOI: 10.5281/ZENODO.12643407

Proactive Streaming Analytics at Scale: A Journey from the State-of-the-art to a Production Platform

Autori: Giatrakos, Nikos; Alevizos, Elias; Deligiannakis, Antonios; Kinkenberg, Ralf; Artikis, Alexander
Pubblicato in: ACM CIKM, 2023
Editore: ACM
DOI: 10.1145/3583780.3615293

Temporal Specification Optimisation for the Event Calculus

Autori: Mantenoglou, Periklis; Artikis, Alexander
Pubblicato in: Proceedings of the AAAI Conference on Artificial Intelligence, 2025
Editore: Association for the Advancement of Artificial Intelligence
DOI: 10.5281/ZENODO.14412119

Patterns of Life : Global Inventory for maritime mobility patterns

Autori: Spiliopoulos, G., Vodas, M., Grigoropoulos, G., Bereta, K., & Zissis, D.
Pubblicato in: 27th International Conference on Extending Database Technology (EDBT), ISSN 2367-2005
Editore: EDBT
DOI: 10.48786/EDBT.2024.67

Head-Worn Augmented Reality for Real-Time Navigation Assistance and Event Forecasting in Maritime Operations

Autori: Georgios Lamprinakis, Ioannis Safranoglou, Georgios Grigoropoulos, Katerina Mania
Pubblicato in: 2025 Symposium on Maritime Informatics and Robotics (MARIS), 2025
Editore: IEEE
DOI: 10.1109/MARIS64137.2025.11139568

Situation Visualization, Action Planning and Decision Support: Making Extreme Data Usable

Autori: Pottebaum, J., Ebel, M., Özcan, D., Gräßler, I., Pratzler-Wanczura, S., Derin, E., Krüger, O., Kruijff-Korbayova, I., & Stampa, M.
Pubblicato in: Annual Conference of The Association of the German Fire Service, 2024
Editore: VFDB
DOI: 10.5281/ZENODO.17572248

Shifting boundaries from preparedness to response: Using simulation of rescue robots in weather-induced emergencies

Autori: Iris Graessler, Niklas Doehner, Marcel Ebel, Jens Pottebaum
Pubblicato in: 2025
Editore: Gesellschaft für Informatik e.V.
DOI: 10.18420/MUC2025-MCI-WS01-187

DAG*: A Novel A*-Alike Algorithm for Optimal Workflow Execution Across IoT Platforms

Autori: Errikos Streviniotis, Dimitrios Banelas, Nikos Giatrakos, Antonios Deligiannakis
Pubblicato in: 2025 IEEE 41st International Conference on Data Engineering (ICDE), 2025
Editore: IEEE
DOI: 10.1109/ICDE65448.2025.00066

Optimizing Resource Allocation for Tumor Simulations over HPC Infrastructures

Autori: Streviniotis, Errikos; Giatrakos, Nikos; Kotidis, Yannis; Ntiniakou, Thaleia; Ponce De Leon, Miguel
Pubblicato in: 10th International Conference on Data Science and Advanced Analytics (DSAA), 2023
Editore: IEEE
DOI: 10.1109/DSAA60987.2023.10302484

Creating Synthetic Datasets for Deep Learning used in Machine Vision

Autori: Iris Gräßler, Michael Hieb
Pubblicato in: Procedia CIRP, Numero 126, 2024, ISSN 2212-8271
Editore: Elsevier BV
DOI: 10.1016/J.PROCIR.2024.08.371

Sequencing in the Run-Time Event Calculus

Autori: Periklis Mantenoglou, Alexander Artikis
Pubblicato in: Frontiers in Artificial Intelligence and Applications, ECAI 2025, 2025
Editore: IOS Press
DOI: 10.3233/FAIA250986

Techniques for interactive visual examination of autonomous vessel performance

Autori: Natalia Andrienko, Gennady Andrienko, Dimitris Zissis, Alexandros Troupiotis-Kapeliaris, and Giannis Spiliopoulos.
Pubblicato in: 7th International Workshop on Big Data Visual Exploration and Analytics, 2024, ISSN 2150-8097
Editore: Proceedings of the VLDB Endowment: Big Data Visual Exploration and Analytics (BigVis 2024)
DOI: 10.5281/ZENODO.17483904

A Framework to Evaluate Early Time-Series Classification Algorithms

Autori: Akasiadis, C., Kladis, E., Kamberi, P.-F., Michelioudakis, E., Alevizos, E., & Artikis, A.
Pubblicato in: 27th International Conference on Extending Database Technology (EDBT)
Editore: EDBT
DOI: 10.5281/ZENODO.10638451

A Tensor-Based Probabilistic Event Calculus

Autori: Efthimis Tsilionis, Alexander Artikis, Georgios Paliouras
Pubblicato in: 22nd International Conference on Principles of Knowledge Representation and Reasoning, ISSN 2334-1033
Editore: IJCAI Organization

Model-based planning of test cases and test scenarios to support engineering of Cyber-Physical Systems

Autori: Iris Graessler, Marcel Ebel, Jens Pottebaum
Pubblicato in: 2024 IEEE International Symposium on Systems Engineering (ISSE), 2024, ISSN 2687-8828
Editore: IEEE
DOI: 10.1109/ISSE63315.2024.10741135

A Benchmark for Early Time-Series Classification

Autori: Kamberi, P.-F., Kladis, E., & Akasiadis, C.
Pubblicato in: 30th International Symposium on Temporal Representation and Reasoning (TIME)
Editore: bniz International Proceedings in Informatics
DOI: 10.4230/LIPICS.TIME.2023.18

AR-Eye: A Custom, Low-Cost Eye Tracker for Mental Fatigue Detection with Pattern-Based Machine Learning on Augmented Reality Headsets

Autori: Alexios Stavroulakis, Michail Roumeliotis, Ioannis Safranoglou, George Ramiotis and Katerina Mania
Pubblicato in: International Conference on Artificial Reality and Telexistence & Eurographics Symposium on Virtual Environments
Editore: The Eurographics Association
DOI: 10.2312/EGVE.20251350

Situation analysis, action planning and decision support: making extreme data usable and actionable

Autori: Pottebaum, Jens, Ebel, Marcel, Gräßler, Iris,
Pubblicato in: EU Science for Preparedness Conference
Editore: EU Science for Preparedness Conference
DOI: 10.5281/ZENODO.17658528

Performance Analysis of Distributed GPU-Accelerated Task-Based Workflows

Autori: Marcos N. L. Carvalho, Anna Queralt, Oscar Romero, Alkis Simitsis, Cristian Tatu, Rosa M. Badia
Pubblicato in: 27th International Conference on Extending Database Technology (EDBT), 2024, ISSN 2367-2005
Editore: EDBT

Communication-Efficient Distributed Deep Learning via Federated Dynamic Averaging

Autori: Michail Theologitis; Georgios Frangias; Georgios Anestis; Vasilis Samoladas; Antonios Deligiannakis
Pubblicato in: Proceedings of the 28th International Conference on Extending Database Technology (EDBT), 2025, ISBN 9783893180981
Editore: EDBT
DOI: 10.48786/EDBT.2025.33

Performance assessment of an electrostatic filter-diverter stent cerebrovascular protection device. Is it possible not to use anticoagulants in atrial fibrilation elderly patients?

Autori: Beatriz Eguzkitza; David Oks; David Oks; José A. Navia; Guillaume Houzeaux; Guillaume Houzeaux; Constantine Butakoff; María Fisa; María Fisa; Ariadna Campoy Millán; Ariadna Campoy Millán; Ariadna Campoy Millán; Mariano Vázquez; Mariano Vázquez
Pubblicato in: Frontiers in Cardiovascular Medicine, 2023
Editore: FCM
DOI: 10.3389/FCVM.2023.1233712

Towards Mobility Data Science (Vision Paper)

Autori: Mohamed F. Mokbel; Mahmoud Attia Sakr; Li Xiong 0001; Andreas Züfle; Jussara M. Almeida; Taylor Anderson 0001; Walid G. Aref; Gennady L. Andrienko; Natalia V. Andrienko; Yang Cao 0011; Sanjay Chawla; Reynold Cheng; Panos K. Chrysanthis; Xiqi Fei; Gabriel Ghinita; Anita Graser; Dimitrios Gunopulos; Christian S. Jensen; Joon-Seok Kim 0001; Kyoung-Sook Kim 0001; Peer Kröger; John Krumm; Johannes Lauer; Amr Magdy 0001; Mario A. Nascimento; Siva Ravada; Matthias Renz; Dimitris Sacharidis; Cyrus Shahabi; Flora D. Salim; Mohamed Sarwat; Maxime Schoemans; Bettina Speckmann; Egemen Tanin; Xu Teng; Yannis Theodoridis; Kristian Torp; Goce Trajcevski; Marc J. van Kreveld; Carola Wenk; Martin Werner 0001; Raymond Chi-Wing Wong; Song Wu; Jianqiu Xu; Moustafa Youssef 0001; Demetris Zeinalipour; Mengxuan Zhang 0001; Esteban Zimányi
Pubblicato in: CoRR, 2023
Editore: arXiv
DOI: 10.48550/ARXIV.2307.05717

Uncovering Impact of Innovation: Continuous Stakeholder Engagement through Scenario-based Systems Engineering

Autori: Pottebaum, J., Ebel, M., & Gräßler, I.
Pubblicato in: 21st ISCRAM Conference (ISCRAM 2024)
Editore: ISCRAM
DOI: 10.5281/ZENODO.11298333

Dynamic Weather-Resilient Vessel Routing using Big AIS Data

Autori: Alexandros Troupiotis-Kapeliaris, Georgios Grigoropoulos, Marios Vodas, Konstantina Bereta
Pubblicato in: Proceedings of the 33rd ACM International Conference on Advances in Geographic Information Systems, 2025, ISBN 979-8-4007-2086-4
Editore: ACM
DOI: 10.1145/3748636.3764601

Complex Event Recognition with Symbolic Register Transducers

Autori: Alevizos E., Artikis, A., Paliouras, G.
Pubblicato in: Proceedings of the VLDB Endowment, 2024, ISSN 2150-8097
Editore: VLDB
DOI: 10.14778/3681954.3681991

Building an autonomous boat: a multidisciplinary design engineering approach

Autori: Alexandros Troupiotis-Kapeliaris, Nikolas Gavalakis, Konstantinos Koutis, Dimitris Lamparas, Giorgos Melissourgos, George Nikolaidis, Nikolaos Sapountzis, Loukas-Vasilios Skouras, Maria Stampoulou, Giorgos Voudimos, Thomas Kogias, Ilias Xidias, Dimitris Zissis
Pubblicato in: 2023 IEEE 10th International Workshop on Metrology for AeroSpace (MetroAeroSpace), 2024
Editore: IEEE
DOI: 10.1109/METROAEROSPACE57412.2023.10189956

Detecting the spatiotemporal characteristics of the supply-chain disruption and estimating its short term effects

Autori: Spiliopoulos, G., Ducruet, C., Millefiori, L., Braca, P., & Zissis, D.
Pubblicato in: Big Mobility Data Analytics (BMDA), 2024, ISSN 1613-0073
Editore: EDBT/ICDT
DOI: 10.5281/ZENODO.10954263

Weather-induced emergency situations: Extreme data in situational awareness and visualisation

Autori: Gräßler, I., Pottebaum, J., Hieb, M., Pratzler-Wanczura, S., Krüger, O., Kruijff-Korbayova, I., & Rupp, N.
Editore: Selbstverlag der Technischen Hochschule Georg Agricola

Generating Activity Definitions with Large Language Models

Autori: Andreas Kouvaras, Periklis Mantenoglou, Alexander Artikis
Pubblicato in: Proceedings of the 28th International Conference on Extending Database Technology (EDBT), 2025, ISBN 978-3-89318-099-8
Editore: EDBT
DOI: 10.5281/ZENODO.14881950

CORLEGS based Advanced Navigation System for Unmanned Surface Vessels

Autori: Elias Xidias, Dimitris Zissis, Giannis Spiliotopoulos
Pubblicato in: 2025 Symposium on Maritime Informatics and Robotics (MARIS), 2025
Editore: IEEE
DOI: 10.1109/MARIS64137.2025.11139757

NeuroFlinkCEP: Neurosymbolic Complex Event Recognition Optimized across IoT Platforms

Autori: Ourania Ntouni, Dimitrios Banelas, Nikos Giatrakos
Pubblicato in: Proceedings of the VLDB Endowment, Numero 18, 2025, ISSN 2150-8097
Editore: VLDB Endowment
DOI: 10.14778/3750601.3750670

Extending the application of simulation from preparedness to response use cases in weather-induced emergencies

Autori: Jens Pottembaum, Marcel Ebel, Iris Gräßler
Pubblicato in: MCI-WS13: Workshop Mensch-Maschine-Interaktion in sicherheitskritischen Systemen, 2024
Editore: Gesellschaft für Informatik e.V.
DOI: 10.18420/MUC2024-MCI-WS13-209

Mapping Time Lags in Epidemics

Autori: Andrienko, Gennady; Andrienko, Natalia; Ponce-de-Leon, Miguel
Pubblicato in: Abstracts of the ICA, 2024
Editore: ICA
DOI: 10.5194/ICA-ABS-8-2-2024

Extending the Range of Temporal Specifications of the Run-Time Event Calculus.

Autori: Periklis Mantenoglou; Alexander Artikis
Pubblicato in: 31st International Symposium on Temporal Representation and Reasoning, 2024
Editore: DAGSTUHL PUBLISHING
DOI: 10.4230/LIPICS.TIME.2024.6

One-Shot Clustering for Federated Learning

Autori: Zuziak, Maciej Krzysztof; Pellungrini, Roberto; Rinzivillo, Salvatore
Pubblicato in: 2024 IEEE International Conference on Big Data (BigData), 2024
Editore: IEEE
DOI: 10.48550/ARXIV.2503.04231

Demo: an Interactive Visualization Combining Rule-Based and Feature Importance Explanations

Autori: Eleonora Cappuccio; Daniele Fadda; Rosa Lanzilotti; Salvatore Rinzivillo
Pubblicato in: Proceedings of the 15th Biannual Conference of the Italian SIGCHI Chapter, 2023
Editore: ACM
DOI: 10.1145/3605390.3610811

EU-Projekt CREXDATA: Erkenntnisse und Handlungsempfehlungen zum Einsatz KI-generierter Lageinformationen für die Lagebewertung und Maßnahmenplanung in Extremwetterlagen

Autori: Jens Pottebaum, Iris Gräßler, Marcel Ebel, Deniz Özcan, Niklas Döhner, Sylvia Pratzler-Wanczura, Enes Derin, Oliver Krüger, Ivana Kruijff-Korbayova, Merlin Stampa
Pubblicato in: Tagungsband der 71. Jahresfachtagung der Vereinigung zur Förderung des Deutschen Brandschutzes (vfdb) e.V. 2025, 81-94., 2025, ISBN 978-3-936050-40-0
Editore: VFDB
DOI: 10.5281/ZENODO.16740824

GMSA: A Digital Twin Application for Maritime Route and Event Forecasting

Autori: Grigoropoulos, G., Spiliopoulos, G., Chamatidis, I., Kaliorakis, M., Troupiotis - Kapeliaris, A., Vodas, M., Filippou, E., Chondrodima, E., Pelekis, N., Theodoridis, Y., Zissis, D., & Bereta, K.
Pubblicato in: 27th International Conference on Extending Database Technology (EDBT)
Editore: EDBT
DOI: 10.48786/EDBT.2024.73

Ganzheitliches Metadatenmodel für die Verifikation und Validierung in der Entwicklung komplexer technischer Systeme

Pubblicato in: DS 140: Proceedings of the 36th Symposium Design for X (DFX2025), 2025
Editore: The Design Society
DOI: 10.35199/DFX2025.09

EXPHLOT: EXplainable Privacy Assessment for Human LOcation Trajectories

Autori: Francesca Naretto; Roberto Pellungrini; Salvatore Rinzivillo; Daniele Fadda
Pubblicato in: Lecture Notes in Computer Science - Discovery Science, 2023
Editore: Springer
DOI: 10.1007/978-3-031-45275-8_22

A Scalable System for Maritime Route and Event Forecasting

GENRA: Enhancing Zero-shot Retrieval with Rank Aggregation

Autori: Georgios Katsimpras, Georgios Paliouras
Pubblicato in: Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024
Editore: Association for Computational Linguistics
DOI: 10.18653/V1/2024.EMNLP-MAIN.431

QFusor: A UDF Optimizer Plugin for SQL Databases

Autori: Konstantinos Chasialis, Theoni Palaiologou, Yannis Foufoulas, Alkis Simitsis, Yannis E. Ioannidis
Pubblicato in: 40th International Conference on Data Engineering (ICDE), 2024
Editore: IEEE
DOI: 10.1109/ICDE60146.2024.00427

Augmented Reality for Real-time Decision-Making in Flood Emergencies

Autori: Ioannis Safranoglou, Alexis Stavroulakis, Marcel Ebel, Jens Pottebaum, Georgios Lamprinakis, Despina Dimelli, Katerina Mania
Pubblicato in: 2024 IEEE International Symposium on Mixed and Augmented Reality Adjunct (ISMAR-Adjunct), 2025
Editore: IEEE
DOI: 10.1109/ISMAR-ADJUNCT64951.2024.00032

Extremwettersituationen in alpinen Gebieten: Management kritischer Situationen in Echtzeit bei extremen und komplexen Daten

Autori: Pottebaum, Jens; Rechberger, Christina; Hieb, Michael; Gräßler, Iris; Resch, Christian
Pubblicato in: 2023, ISBN 978-3-900397-11-1
Editore: Disaster Competence Network Austria

Transforming Maritime Safety: Data-driven Applications for the Real-Time Detection and Mitigation of Maritime Incidents

Autori: Georgios Grigoropoulos, Alexandros Troupiotis-Kapeliaris, Ilias Chamatidis, Evangelia Filippou, Konstantina Bereta
Pubblicato in: Proceedings of the 28th International Conference on Extending Database Technology (EDBT), 2025, ISSN 2367-2005
Editore: OpenProceedings
DOI: 10.48786/EDBT.2025.91

Hyppo: efficient discovery and execution of data science pipelines in collaborative environments

Autori: Kontaxakis, Antonios; Sacharidis, Dimitris; Simitsis, Alkis; Abelló Gamazo, Alberto; Nadal Francesch, Sergi
Pubblicato in: EDBT, 2025
Editore: EDBT
DOI: 10.48786/EDBT.2025.107

Graphical AI workflow modelling: Identifying relevant competencies in AI-based automation of business processes

Autori: Iris Graessler, Deniz Oezcan
Pubblicato in: AHFE International, Human Systems Engineering and Design (IHSED2025): Future Trends and Applications, Numero 198, 2025
Editore: AHFE International
DOI: 10.54941/AHFE1006785

Augmented Reality for Navigation, Team Coordination, and Real-Time Data Visualization in Firefighting Operations

Autori: Konstantinos Charalampakis, Ioannis Safranoglou, Alexis Stavroulakis, Marcel Ebel, Iris Graessler, Despina Dimelli, Katerina Mania
Pubblicato in: 2025 IEEE International Symposium on Mixed and Augmented Reality Adjunct (ISMAR-Adjunct), 2025
Editore: IEEE
DOI: 10.1109/ISMAR-ADJUNCT68609.2025.00041

HYPPO: Using Equivalences to Optimize Pipelines in Exploratory Machine Learning

Autori: Kontaxakis, Antonios; Sacharidis, Dimitris; Simitsis, Alkis; Abelló Gamazo, Alberto; Nadal Francesch, Sergi
Pubblicato in: 2024 IEEE 40th International Conference on Data Engineering (ICDE), 2024
Editore: IEEE
DOI: 10.1109/ICDE60146.2024.00024

Reasoning with Restricted Statistical Statements in Probabilistic Answer Set Programming: Complexity and Algorithms

Autori: Damiano Azzolini, Markus Hecher
Pubblicato in: Proceedings of the TwentySecond International Conference on Principles of Knowledge Representation and Reasoning, 2025
Editore: International Joint Conferences on Artificial Intelligence Organization
DOI: 10.24963/KR.2025/6

An Augmented Reality System Architecture for Flood Management

Autori: Stavroulakis, A., Dimelli, D., Roumeliotis, M., & Mania, A.
Pubblicato in: Proceedings of the 10th International Conference on Geographical Information Systems Theory, Applications and Management (GISTAM 2024), 2024, ISSN 2184-500X
Editore: SCITEPRESS – Science and Technology Publications, Lda.
DOI: 10.5220/0012778800003696

Creating Quasi-Maps for Uncovering Space-Time Patterns

Autori: Andrienko, Natalia; Andrienko, Gennady
Pubblicato in: Abstracts of the ICA, 2024
Editore: ICA
DOI: 10.5194/ICA-ABS-8-3-2024

Modeling Biases in SARS-CoV-2 infections Prediction using Genome Copies Concentration in Wastewater

Autori: Mattia Mattei, Rosa M. Pinto, Susana Guix, Albert Bosch, Alex Arenas
Pubblicato in: 2023
Editore: medRxiv
DOI: 10.1101/2023.03.06.23286832

Windstorm impacts on the electrical grid : Meteorological and non-meteorological drivers

Autori: Ilona Láng-Ritter
Pubblicato in: Dissertationes Universitatis Helsingiensis ; 222/2025, 2025, ISSN 2954-2898
Editore: University of Helsinki
DOI: 10.5281/ZENODO.16758176

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