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Interactive Extreme-Scale Analytics and Forecasting

Deliverables

Architecture Definition

The deliverable defines the architecture of extreme-scale analytics that will be employed in INFORE and lays the foundation of the protocols required in the project. The deliverable will detail the technologies that the INFORE architecture will adopt and the required APIs. Special emphasis will be placed on ensuring the pluggable interconnection of all components.

Dissemination Plan

This deliverable will detail the plan for the project dissemination strategy to be adopted throughout the project lifetime.

Life Sciences Use Case: Final Evaluation Report

Final evaluation report including the results of INFORE prototype on the available data streams

Refined Architecture, Initial System Prototype and Design of Software Stacks

The deliverable presents the refined architecture of INFORE, describes a first functional prototype of the generic architecture and analyses its advantages. It also specifies and designs the software stacks that will be released at the end of this WP.

Ethics Management Plan

This deliverable details ethical issues on INFORE and how these will be addressed, including all ethics issues described in Section 5.1. of part B, in this Description of Action B. Issues regarding humans. It will detail the procedures and criteria that will be used to identify/recruit the expert users. More specifically, information on how the consortium will reach these participants (own network, web announcement, social media, press release...), and detailed information on the informed consent procedures that will be implemented. Moreover, it will include templates of project related information.

Interactive Learning and Complex Event Forecasting Technology V2

The tools and techniques for largescale distributed interactive learning and for complex event forecasting

Maritime Use Case: Initial Requirements and Scenario Definitions

This deliverable contains the initial requirements and the scenario definitions for the maritime use case.

Final System Prototype and Design of Software Stacks

The deliverable describes a final functional prototype of the generic architecture and analyses its advantages It also specifies and designs the software stacks that will be released at the end of this WP

Financial Use Case: Initial Requirements and Scenario Definitions

This deliverable contains the initial financial stakeholders requirements, and scenario definitions for this use-case.

Data Synopses Generator V2

This deliverable provides the final version of the engine for the generation of data synopses from distributed data streams

Life Sciences Use Case: Initial Requirements and Scenario Definitions

Initial description of the cellular model, including training and testing data, set of applicable computational techniques, alternative models of cell signaling and cell cycle and specific HPC implementation.

Financial Use Case: Final Evaluation Report

Final evaluation report including the results of INFORE prototype on the available data streams

Final Interactive Learning and Complex Event Forecasting Technology

The final version of our tools and techniques for largescale distributed interactive learning and for complex event forecasting This is an amended version of Deliverable D64 taking into account the full final user evaluation

Maritime Use Case: Requirements, Scenario Definitions and Initial Evaluation Report

This deliverable contains the final requirements and the scenario definitions for the maritime use case. It also includes the initial evaluation report for the Maritime use case, including the results of INFORE prototype on the available data streams.

Life Sciences Use Case: Requirements, Scenario Definitions and Initial Evaluation Report

Final description of the cellular model, including training and testing data, set of applicable computational techniques, alternative models of cell signaling and cell cycle and specific HPC implementation. The deliverable also contains an initial evaluation report, including the results of INFORE prototype on the available data streams.

Initial Agent-Based Model

Initial description of the agent based model, including internal parameters and HPC implementation.

Amended System Prototype and Design of Software Stacks

This deliverable is an amended version of Deliverable D43 taking into account the final user evaluation Tbe deliverable will also include a link to the code of the INFORE prototype

Quality Assurance Plan

Quality assurance plan, which will in particular highlight potential risks and associated contingency plans.

Final Agent-Based Model

Description of the agent based model including internal parameters and HPC implementation

Operator Cost Estimation, Workflow Optimization and Runtime Adaptation Technology

Our updated algorithms for efficient and accurate estimation of executing operators at different available Big Data and HPC platforms and also for optimizing Big Data workflows over heterogeneous platforms We also describe our tools and techniques for runtime adaptation of the processing workflows

Operator Cost Estimation and Workflow Optimization Technology V1

The initial version of our algorithms for efficient and accurate estimation of executing operators at different available Big Data and HPC platforms, as well as for optimizing Big Data workflows over such heterogeneous platforms.

Interactive Learning and Complex Event Forecasting Technology V1

The initial set of tools and techniques for large-scale, distributed, interactive learning and for complex event forecasting.

Final Operator Cost Estimation, Workflow Optimization and Runtime Adaptation Technology

Our final algorithms for efficient and accurate estimation of executing operators at different available Big Data and HPC platforms for optimizing Big Data workflows over heterogeneous platforms and for runtime adaptation of the processing workflows This deliverable is an amended version of D52 taking into account the full final user evaluation

Financial Use Case: Requirements, Scenario Definitions and Initial Evaluation Report

This deliverable contains the final financial stakeholders requirements, and scenario definitions for this use-case. It also includes the initial evaluation report for the Financial use case, including the results of INFORE prototype on the available data streams.

Data Synopses Generator V1

This deliverable provides the initial version of the engine for the generation of data synopses from distributed data streams.

Maritime Use Case: Final Evaluation Report

Final evaluation report including the results of INFORE prototype on the available maritime data streams

Project workshops

Projectrelated workshops

Data Management Plan V2

This deliverable includes the second version of the data management plan.

Data Management Plan V3

This deliverable includes the final data management plan

Data Management Plan V1

This deliverable includes the first version of the data management plan.

Project Presentation and Web Site

This deliverable contains a fact sheet providing an overview of the project, following the EC standards and template, the project presentation and the project website to comprise the main dissemination and exploitation channel for promoting and communicating the project and relevant activities and achievements.

Publications

Patient-specific Boolean models of signalling networks guide personalised treatments

Author(s): Montagud, Arnau; Béal, Jonas; Tobalina, Luis; Traynard, Pauline; Subramanian, Vigneshwari; Valencia, Alfonso
Published in: Computational and Systems Biology, Issue 11, 2022, Page(s) e72626, ISSN 2050-084X
Publisher: eLife Sciences Publications
DOI: 10.7554/elife.72626.sa0

COVID-19 Flow-Maps an open geographic information system on COVID-19 and human mobility for Spain.

Author(s): Miguel Ponce-de-Leon; Javier del Valle; José M. Fernández; Marc Bernardo; Davide Cirillo; Jon Sánchez-Valle; Matthew Smith; Salvador Capella-Gutierrez; Tania Gullón; Alfonso Valencia
Published in: Scientific Data, Issue 8, 2021, ISSN 2052-4463
Publisher: Springer Nature
DOI: 10.1038/s41597-021-01093-5

Structural analysis of SARS-CoV-2 and prediction of the human interactome

Author(s): Andrea Vandelli; Andrea Vandelli; Michele Monti; Michele Monti; Edoardo Milanetti; Edoardo Milanetti; Alexandros Armaos; Alexandros Armaos; Jakob Rupert; Jakob Rupert; Elsa Zacco; Elias Bechara; Elias Bechara; Riccardo Delli Ponti; Gian Gaetano Tartaglia
Published in: Nucleic Acids Research, Issue 10, 2020, ISSN 0305-1048
Publisher: Oxford University Press
DOI: 10.1101/2020.03.28.013789

CROSSalive: a web server for predicting the in vivo structure of RNA molecules

Author(s): Riccardo Delli Ponti; Alexandros Armaos; Andrea Vandelli; Gian Gaetano Tartaglia
Published in: Bioinformatics, Issue 36, 2020, Page(s) 940–941, ISSN 1367-4803
Publisher: Oxford University Press
DOI: 10.1093/bioinformatics/btz666

Complex event forecasting with prediction suffix trees

Author(s): Elias Alevizos; Elias Alevizos; Alexander Artikis; Alexander Artikis; Georgios Paliouras
Published in: The VLDB ournal, Issue 31, 2022, Page(s) 157-180, ISSN 1066-8888
Publisher: Springer Verlag
DOI: 10.1007/s00778-021-00698-x

RNA-binding and prion domains: the Yin and Yang of phase separation.

Author(s): Nieves Lorenzo Gotor; Alexandros Armaos; Alexandros Armaos; Giulia Calloni; Marc Torrent Burgas; R. Martin Vabulas; R. Martin Vabulas; Natalia Sanchez de Groot; Gian Gaetano Tartaglia
Published in: Nucleic Acids Research, Issue 11, 2020, ISSN 0305-1048
Publisher: Oxford University Press
DOI: 10.1093/nar/gkaa681

Patient-specific Boolean models of signalling networks guide personalised treatments

Author(s): Arnau Montagud; Jonas Béal; Luis Tobalina; Pauline Traynard; Vigneshwari Subramanian; Bence Szalai; Róbert Alföldi; László Puskás; Alfonso Valencia; Emmanuel Barillot; Julio Saez-Rodriguez; Laurence Calzone
Published in: eLife, 2022, ISSN 2050-084X
Publisher: eLife Sciences Publications
DOI: 10.7554/eLife.72626

Artificial Intelligence-Aided Precision Medicine for COVID-19: Strategic Areas of Research and Development.

Author(s): Enrico Santus; Nicola Marino; Davide Cirillo; Emmanuele Chersoni; Arnau Montagud; Antonella Santuccione Chadha; Alfonso Valencia; Kevin S. Hughes; Charlotta Lindvall
Published in: Journal of Medical Internet Research, Issue 3, 2021, ISSN 1438-8871
Publisher: Journal of medical Internet Research
DOI: 10.2196/22453

Long non-coding RNA-polycomb intimate rendezvous.

Author(s): Andrea Cerase; Gian Gaetano Tartaglia
Published in: Open Biology, Issue 10, 2020, ISSN 2046-2441
Publisher: Royal Society Publishing
DOI: 10.1098/rsob.200126

Systems Biology at the giga-scale: large multi-scale models of complex, heterogeneous multicellular systems

Author(s): Arnau Montagud; Miguel Ponce-de-Leon; Alfonso Valencia; Alfonso Valencia
Published in: Current Opinion in Systems Biology, Issue 28, 2021, ISSN 2452-3100
Publisher: Elsevier
DOI: 10.1016/j.coisb.2021.100385

short summary from Long non-coding RNA-Polycomb intimate rendezvous

Author(s): Cerase, Andrea; Tartaglia, Gian Gaetano
Published in: Open Biology, 2020, ISSN 2046-2441
Publisher: Royal Society Publishing
DOI: 10.6084/m9.figshare.12916528.v1

Network-wide complex event processing over geographically distributed data sources

Author(s): Ioannis Flouris, Nikos Giatrakos, Antonios Deligiannakis, Minos Garofalakis
Published in: Information Systems, Issue 88, 2020, Page(s) 101442, ISSN 0306-4379
Publisher: Elsevier Science & Technology
DOI: 10.1016/j.is.2019.101442

On the inconsistent treatment of gene-protein-reaction rules in context-specific metabolic models

Author(s): Miguel Ponce-de-León, Iñigo Apaolaza, Alfonso Valencia, Francisco J Planes
Published in: Bioinformatics, Issue 36/6, 2019, Page(s) 1986-1988, ISSN 1367-4803
Publisher: Oxford University Press
DOI: 10.1093/bioinformatics/btz832

Complex event recognition in the Big Data era: a survey

Author(s): Nikos Giatrakos, Elias Alevizos, Alexander Artikis, Antonios Deligiannakis, Minos Garofalakis
Published in: The VLDB Journal, Issue 29/1, 2020, Page(s) 313-352, ISSN 1066-8888
Publisher: Springer Verlag
DOI: 10.1007/s00778-019-00557-w

Interactive Extreme-Scale Analytics: Towards Battling Cancer

Author(s): Nikos Giatrakos, Miguel Ponce De Leon, Gian Gaetano Tartaglia, Alfonso Valencia, Dimitrios Zissis, Nikos Katzouris, Antonios Deligiannakis, Alexander Artikis, Minos Garofalakis, George Paliouras, Holger Arndt, Raffaele Grasso, Ralf Klinkenberg
Published in: IEEE Technology and Society Magazine, Issue 38/2, 2019, Page(s) 54-61, ISSN 0278-0097
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/MTS.2019.2913071

A probabilistic interval-based event calculus for activity recognition

Author(s): Artikis, Alexander; Makris, Evangelos; Paliouras, Georgios
Published in: Annals of Mathematics and Artificial Intelligence, Issue 89, 2021, Page(s) 29-52, ISSN 1012-2443
Publisher: Kluwer Academic Publishers
DOI: 10.1007/s10472-019-09664-4

The Interplay Between Disordered Regions in RNAs and Proteins Modulates Interactions Within Stress Granules and Processing Bodies.

Author(s): Andrea Vandelli; Fernando Cid Samper; Marc Torrent Burgas; Natalia Sanchez de Groot; Gian Gaetano Tartaglia
Published in: Journal of Molecular Biology, Issue 167159, 2022, ISSN 0022-2836
Publisher: Academic Press
DOI: 10.1016/j.jmb.2021.167159

COVID19 Disease Map, a computational knowledge repository of virus-host interaction mechanisms.

Author(s): Marek Ostaszewski; Anna Niarakis; Anna Niarakis; Alexander Mazein; Inna Kuperstein; Inna Kuperstein; Robert Phair; Aurelio Orta-Resendiz; Vidisha Singh; Sara Sadat Aghamiri; Marcio Luis Acencio; Enrico Glaab; Andreas Ruepp; Gisela Fobo; Corinna Montrone; Barbara Brauner; Goar Frishman; Luis Cristobal Monraz Gomez; Luis Cristobal Monraz Gomez; Julia Somers; Matti Hoch; Shailendra K. Gupta; Julia Sc
Published in: "Molecular Systems Biology, EMBO Press, 2021, 17 (10), pp.e10387. ⟨10.15252/msb.202110387⟩", Issue 4, 2021, ISSN 1744-4292
Publisher: Nature Publishing Group
DOI: 10.15252/msb.202110851

Optimizing Dosage-Specific Treatments in a Multi-Scale Model of a Tumor Growth

Author(s): Ponce-de-Leon, Miguel; Montagud, Arnau; Akasiadis, Charilaos; Schreiber, Janina; Ntiniakou, Thaleia; Valencia, Alfonso
Published in: Frontiers in Moleculat Biosciences, Issue 06 April 2022, 2022, ISSN 2296-889X
Publisher: Frontiers Media S.A.
DOI: 10.3389/fmolb.2022.836794

Composite Event Recognition for Maritime Monitoring

Author(s): Manolis Pitsikalis, Alexander Artikis, Richard Dreo, Cyril Ray, Elena Camossi, Anne-Laure Jousselme
Published in: Proceedings of the 13th ACM International Conference on Distributed and Event-based Systems, 2019, Page(s) 163-174, ISBN 9781450367943
Publisher: ACM
DOI: 10.1145/3328905.3329762

An ontology for Maritime Situational Awareness Heterogeneous Sensor Networks

Author(s): Camossi, Elena
Published in: ISWC (Demos/Industry), Issue 2721, 2020
Publisher: http://ceur-ws.org/
DOI: 10.5281/zenodo.4692487

Real-time big data stream analytics and complex event detection: modular visual framework, data science platform, and industry applications

Author(s): Ralf Klinkenberg
Published in: DEBS, Issue 28 June 2021, 2021
Publisher: ACM
DOI: 10.1145/3465480.3468676

WOLED: A tool for Online Learning Weighted Answer Set Rules for Temporal Reasoning Under Uncertainty

Author(s): Nikos Katzouris; Alexander Artikis
Published in: KR, Issue 1, 2020, Page(s) 790–799, ISBN 978-0-9992411-7-2
Publisher: IJCAI Organization
DOI: 10.5281/zenodo.3929476

Stream Reasoning with Cycles

Author(s): Mantenoglou, Periklis; Pitsikalis, Manolis; Artikis, Alexander
Published in: KR, Issue 1, 2022
Publisher: https://kr.org/
DOI: 10.5281/zenodo.6538785

INforE: Interactive Cross-platform Analytics for Everyone

Author(s): Nikos Giatrakos, David Arnu, Theodoros Bitsakis, Antonios Deligiannakis, Minos Garofalakis, Ralf Klinkenberg, Aris Konidaris, Antonis Kontaxakis, Yannis Kotidis, Vasilis Samoladas, Alkis Simitsis, George Stamatakis, Fabian Temme, Mate Torok, Edwin Yaqub, Arnau Montagud, Miguel Ponce de León, Holger Arndt, Stefan Burkard
Published in: CIKM, Issue 19 October 2020, 2020
Publisher: ACM
DOI: 10.1145/3340531.3417435

Classification of vessel activity in streaming data

Author(s): Ioannis Kontopoulos; Konstantinos Chatzikokolakis; Konstantinos Tserpes; Dimitris Zissis
Published in: DEBS, Issue 15 July 2020, 2020
Publisher: ACM
DOI: 10.1145/3401025.3401763

A Synopses Data Engine for Interactive Extreme-Scale Analytics

Author(s): Antonis Kontaxakis; Nikos Giatrakos; Antonios Deligiannakis
Published in: CIKM, Issue 19 October 2020, 2020
Publisher: ACM
DOI: 10.1145/3340531.3412154

Real-time processing of geo-distributed financial data

Author(s): Antonios Kontaxakis; Antonios Deligiannakis; Holger Arndt; Stefan Burkard; Claus-Peter Kettner; Elke Pelikan; Kathleen Noack
Published in: DEBS, Issue 28 June 2021, 2021
Publisher: ACM
DOI: 10.1145/3465480.3467842

Experimental Comparison of Complex Event Processing Systems in the Maritime Domain

Author(s): Alexandros Troupiotis-Kapeliaris; Konstantinos Chatzikokolakis; Dimitris Zissis; Elias Alevizos
Published in: MDM, Issue 30 June-3 July 2020, 2020
Publisher: IEEE
DOI: 10.5281/zenodo.3886343

Big Event Data Analytics for Everyone

Author(s): Nikos Giatrakos; Eleni Kougioumtzi; Antonios Kontaxakis; Antonios Deligiannakis; Yannis Kotidis
Published in: CIKM, Issue 17, 2021
Publisher: ACM
DOI: 10.1145/3459637.3482094

Automatic Maritime Object Detection Using Satellite imagery

Author(s): Konstantina Bereta; Dimitris Zissis; Raffaele Grasso
Published in: IEEE Oceans, Issue 5-30 Oct. 2020, 2020
Publisher: IEEE
DOI: 10.5281/zenodo.4074826

Incremental Event Calculus for Run-Time Reasoning

Author(s): Efthimis Tsilionis, Alexander Artikis, Georgios Paliouras
Published in: Proceedings of the 13th ACM International Conference on Distributed and Event-based Systems, 2019, Page(s) 79-90, ISBN 9781450367943
Publisher: ACM
DOI: 10.1145/3328905.3329504

Online Probabilistic Interval-based Event Calculus

Author(s): Mantenoglou, Periklis; Artikis, Alexander; Paliouras, Georgios
Published in: 24th European Conference on Artificial Intelligence (ECAI), Issue 1, 2020
Publisher: IOS Press
DOI: 10.5281/zenodo.3826462

Functional Geometric Monitoring for Distributed Streams

Author(s): Vasilis Samoladas; Minos Garofalakis
Published in: 22nd International Conference on Extending Database Technology (EDBT), 2019
Publisher: OpenProceedings.org
DOI: 10.5281/zenodo.2579106

Experimental Comparison of Complex Event Processing Systems in the Maritime Domain

Author(s): Troupiotis-Kapeliaris, Alexandros; Chatzikokolakis, Konstantinos; Zissis, Dimitris; Alevizos, Elias
Published in: MBDW 2020: 2nd Maritime Big Data Workshop, Issue 2, 2020
Publisher: IEEE Computer Society
DOI: 10.5281/zenodo.3886344

Uncertainty-Aware Event Analytics over Distributed Settings

Author(s): Nikos Giatrakos, Alexander Artikis, Antonios Deligiannakis, Minos Garofalakis
Published in: Proceedings of the 13th ACM International Conference on Distributed and Event-based Systems, 2019, Page(s) 175-186, ISBN 9781450367943
Publisher: ACM
DOI: 10.1145/3328905.3329763

Optimizing Vessel Trajectory Compression

Author(s): Fikioris, Giannis; Patroumpas, Kostas; Artikis, Alexander
Published in: 2nd Maritime Big Data Workshop (MBDW 2020), Issue 1, 2020
Publisher: IEEE Computer Society
DOI: 10.5281/zenodo.3886336

WOLED: A Tool for Online Learning Weighted Answer Set Rules for Temporal Reasoning Under Uncertainty

Author(s): Katzouris, Nikos; Artikis, Alexander
Published in: 17th International Conference on Principles of Knowledge Representation and Reasoning, 2020
Publisher: IJCAI Inc.
DOI: 10.5281/zenodo.3929477

Vessel Detection using Image Processing and Neural Networks

Author(s): Konstantina Bereta; Raffaele Grasso; Dimitris Zissis
Published in: IGARSS, Issue 1, 2020, Page(s) 2276-2279, ISBN 978-1-7281-6374-1
Publisher: IEEE
DOI: 10.5281/zenodo.4074814

Fine-Tuned Compressed Representations of Vessel Trajectories

Author(s): Fikioris, Giannis; Patroumpas, Kostas; Artikis, Alexander; Paliouras, Georgios; Pitsikalis, Manolis
Published in: Issue 1, 2020
Publisher: ACM
DOI: 10.5281/zenodo.3999130

SheerMP: Optimized Streaming Analytics-as-a-Service over Multi-site Multi-platform Settings

Author(s): George Stamatakis, Antonios Kontaxakis, Alkis Simitsis, Nikos Giatrakos, Antonios Deligiannakis
Published in: EDBT, 2022
Publisher: openproceedings.org
DOI: 10.48786/edbt.2022.50

Semantic-driven modelling of context and entity of interest profiles for maritime situation awareness

Author(s): CAMOSSI, Elena; de ROSA, Francesca
Published in: JOWO, Issue 2708, 2020
Publisher: http://ceur-ws.org
DOI: 10.5281/zenodo.4692497

D3.1 Maritime Use Case: Initial Requirements and Scenario Definitions

Author(s): Project consortium members
Published in: Issue 3, 2019
Publisher: INFORE Project
DOI: 10.5281/zenodo.4034077

D1.3 Life Sciences Use Case: Requirements, Scenario Definitions and Initial Evaluation Report

Author(s): Project Consortium Members
Published in: Issue 3, 2020
Publisher: INFORE Project
DOI: 10.5281/zenodo.4034037

D2.2 Financial Use Case: Requirements, Scenario Definitions and Initial Evaluation Report

Author(s): Project Consortium Members
Published in: Issue 1, 2020, Page(s) 1-62
Publisher: INFORE Project
DOI: 10.5281/zenodo.4034063

D2.1 Financial Use Case: Initial Requirements and Scenario Definitions

Author(s): Project consortium members
Published in: Issue 4, 2019
Publisher: INFORE Project
DOI: 10.5281/zenodo.4034056

D1.1 Life Sciences Use Case: Initial Requirements and Scenario Definitions

Author(s): Project Consortium Members
Published in: Issue 2, 2019
Publisher: INFORE Project
DOI: 10.5281/zenodo.4034013

D6.1 Data Synopses Generator V1

Author(s): Project consortium members
Published in: Issue 6, 2019
Publisher: INFORE Project
DOI: 10.5281/zenodo.4034116

D8.3 Data Management Plan V1

Author(s): Project consortium members
Published in: Issue 6, 2019
Publisher: INFORE Project
DOI: 10.5281/zenodo.4034148

PhysiBoSS-COVID: the Boolean modelling of COVID-19 signalling pathways in a multicellular simulation framework allows for the uncovering of mechanistic insights

Author(s): Noël, Vincent; Carbonell, Jose; Ponce de Leon, Miguel; Soliman, Sylvain; Niarakis, Anna; Calzone, Laurence; Barillot, Emmanuel; Valencia, Alfonso; Montagud, Arnau
Published in: Disease Map Community Meeting 2020, Issue 5, 2020
Publisher: https://disease-maps.org/
DOI: 10.5281/zenodo.4266718

D4.1 Definition of Architecture for Extreme-Scale Analytics

Author(s): Project Consortium Members
Published in: Issue 1, 2019, Page(s) 1-38
Publisher: INFORE Project
DOI: 10.5281/zenodo.4034092

D3.2 Maritime Use Case: Initial Evaluation and Validation Report

Author(s): Project consortium members
Published in: Issue 1, 2020, Page(s) 1-75
Publisher: INFORE Project
DOI: 10.5281/zenodo.4034087

D7.1 Project Presentation and Web Site

Author(s): Project Consortium Members
Published in: Issue 6, 2021
Publisher: INFORE Project
DOI: 10.5281/zenodo.4034129

Parallel model exploration for tumor treatment simulations

Author(s): Akasiadis, Charilaos; Ponce-de-Leon, Miguel; Montagud, Arnau; Michelioudakis, Evangelos; Atsidakou, Alexia; Alevizos, Elias; Artikis, Alexander; Valencia, Alfonso; Paliouras, Georgios
Published in: Issue 3, 2021
Publisher: arXiV

Reproducing SARS-CoV-2 epidemics by region-specific variables and modeling contact tracing App containment

Author(s): Alberto Ferrari; Enrico Santus; Davide Cirillo; Miguel Ponce-de-Leon; Nicola Marino; Maria Teresa Ferretti; Antonella Santuccione Chadha; Nikolaos Mavridis; Alfonso Valencia
Published in: Issue 1, 2020
Publisher: medRxiv
DOI: 10.1101/2020.05.14.20101675

A Synopses Data Engine for Interactive Extreme-Scale Analytics

Author(s): Antonis Kontaxakis; Nikos Giatrakos; Antonios Deligiannakis
Published in: Issue 2, 2020
Publisher: arXiv.org
DOI: 10.5281/zenodo.3849978

Composite Event Recognition for Maritime Monitoring

Author(s): Pitsikalis, Manolis; Artikis, Alexander; Dreo, Richard; Ray, Cyril; Camossi, Elena; Jousselme, Anne-Laure
Published in: Issue 2, 2019
Publisher: arXiv.org

D6.2 Interactive Learning and Complex Event Forecasting

Author(s): Project consortium members
Published in: Issue 3, 2020
Publisher: INFORE Project
DOI: 10.5281/zenodo.4249006

D4.2 Refined Architecture, Initial System Prototype and Design of Software Stacks

Author(s): Project consortium members
Published in: Issue 4, 2020
Publisher: INFORE Project
DOI: 10.5281/zenodo.4034099

D8.1 Ethics Management Plan

Author(s): Project Consortium Members
Published in: Issue 8, 2019
Publisher: INFORE Project
DOI: 10.5281/zenodo.4034141

D5.1 Operator Cost Estimation and Workflow Optimisation Technology V1

Author(s): Project Consortium Members
Published in: Issue 5, 2020
Publisher: INFORE Project
DOI: 10.5281/zenodo.4034109

D1.2 Initial Agent-Based Model

Author(s): Project Consortium Members
Published in: Issue 2, 2020, Page(s) 1-34
Publisher: INFORE Project
DOI: 10.5281/zenodo.4034023

D7.2 Dissemination Plan

Author(s): Project consortium members
Published in: Issue 2, 2019, Page(s) 1-25
Publisher: INFORE Project
DOI: 10.5281/zenodo.4034136

D8.4 Data Management Plan V2

Author(s): Project Consortium Members
Published in: Issue 6, 2020
Publisher: INFORE Project
DOI: 10.5281/zenodo.4034151

D8.2 Quality Assurance Plan

Author(s): Project Consortium Members
Published in: Issue 3, 2019
Publisher: INFORE Project
DOI: 10.5281/zenodo.4034145

Processing Big Data in Motion: Core Components and System Architectures with Applications to the Maritime Domain

Author(s): Giatrakos, Nikos; Deligiannakis, Antonios; Bereta, Konstantina; Vodas, Marios; Zissis, Dimitris; Alevizos, Elias; Akasiadis, Charilaos; Artikis, Alexander
Published in: Technologies and Applications for Big Data Value, Issue 01 July 2021, 2022, Page(s) 497-518, ISBN 978-3-030-78307-5
Publisher: Springer, Cham
DOI: 10.1007/978-3-030-78307-5_22

BioFVM-X: an MPI+OpenMP 3-D simulator for biological systems

Author(s): Gaurav Saxena; Miguel Ponce de Leon; Arnau Montagud; David Vicente Dorca; Alfonso Valencia; Alfonso Valencia
Published in: CMSB, Issue 12881, 2021, ISBN 978-3-030-85633-5
Publisher: Springer, Cham
DOI: 10.1007/978-3-030-85633-5_18

Design and implementation of a distributed synopsis data engine on Apache Flink

Author(s): Antonis Kontaxakis
Published in: Issue 3, 2020
Publisher: Institutional Repository, Technical University of Crete
DOI: 10.26233/heallink.tuc.85602

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