Learning and Analysing Massive / Big complex Data

Livrables

Focused Workshop on 3D shape analysis.

Kickoff General Workshop
Mid-term meeting

Mid-term meeting: serves for reporting and making sure execution of the Project follows the expected plans. It is held little before the middle of the 2nd year. It is collocated with a General Software Workshop.

Focused Workshop on Insurance data mining
Final General Workshop

Final advances report (WP3)

Final advances report stateoftheart final scientific results transfer and dissemination for Work Package 3

Technical Publications
Final advances report (WP2)

Final advances report stateoftheart final scientific results transfer and dissemination for Work Package 2

Midterm advances report (WP2)

Midterm advances report: state-of-the-art, first scientific results, transfer, and training for Work Package 2.

Midterm advances report (WP1)

Midterm advances report: state-of-the-art, first scientific results, transfer, and training for Work Package 1.

Progress report M36

Second Progress report Report on software and benchmarkingPrototype development benchmarking anddata software integration

Progress report M12

First Progress report

Final advances report (WP1)

Final advances report stateoftheart final scientific results transfer and dissemination for Work Package 1

Midterm advances report (WP3)

Midterm advances report: state-of-the-art, first scientific results, transfer, and training for Work Package 3.

Launch project’s web portal

Publications

Predictive modeling of infant mortality.

Auteurs: A. Saravanou, C. Noelke, N. Huntington, D. Acevedo-Garcia, D. Gunopulos
Publié dans: Data Mining and Knowledge Discovery, Numéro 35, 2021, Page(s) 1785-1807, ISSN 1384-5810
Éditeur: Kluwer Academic Publishers
DOI: 10.1007/s10618-020-00728-2

Near-neighbor preserving dimension reduction via coverings for doubling subsets of ℓ1

Auteurs: Ioannis Z. Emiris, Vasilis Margonis, Ioannis Psarros
Publié dans: Theoretical Computer Science, Numéro 942, January 2023, 2023, Page(s) 169-179, ISSN 0304-3975
Éditeur: Elsevier BV
DOI: 10.1016/j.tcs.2022.11.031

Products of Euclidean Metrics, Applied to Proximity Problems among Curves: Unified Treatment of Discrete Fréchet and Dynamic Time Warping Distances

Auteurs: Ioannis Z. Emiris, Ioannis Psarros
Publié dans: ACM Transactions on Spatial Algorithms and Systems, Numéro Volume 6, Numéro 4, December 2020, 2020, Page(s) 1-20, ISSN 2374-0353
Éditeur: Association for Computing Machinery
DOI: 10.1145/3397518

Randomized Embeddings with Slack and High-Dimensional Approximate Nearest Neighbor

Auteurs: Evangelos Anagnostopoulos, Ioannis Z. Emiris, Ioannis Psarros
Publié dans: ACM Transactions on Algorithms, Numéro 14/2, 2018, Page(s) 1-21, ISSN 1549-6325
Éditeur: Association for Computing Machinary, Inc.
DOI: 10.1145/3178540

HTTE: A Hybrid Technique For Travel Time Estimation In Sparse Data Environments

Auteurs: Nikolaos Zygouras, Nikolaos Panagiotou, Yang Li, Dimitrios Gunopulos, Leonidas Guibas
Publié dans: SIGSPATIAL '19: Proceedings of the 27th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, Numéro November 2019, 2019, Page(s) 99-108
Éditeur: Association for Computing Machinery
DOI: 10.1145/3347146.3359096

Autonomous and optimized ship routing

Auteurs: Ioannis Z. Emiris
Publié dans: SNAME 7th International Symposium on Ship Operations, Management and Economics, Numéro April 2021, 2021
Éditeur: Society of Naval Architects and Marine Engineers (SNAME)
DOI: 10.5957/some-2021-017

Practical Privacy Preservation in a Mobile Cloud Environment

Auteurs: Dimitrios Tomaras; Michail Tsenos; Vana Kalogeraki
Publié dans: 23rd IEEE International Conference on Mobile Data Management (MDM), Numéro 6-9 June 2022, 2022, Page(s) 188-197, ISBN 978-1-6654-5176-5
Éditeur: IEEE
DOI: 10.1109/mdm55031.2022.00047

Neural Networks for Cryptocurrency Evaluation and Price Fluctuation Forecasting

Auteurs: E. Christoforou, I. Emiris, A. Florakis
Publié dans: Mathematical Research for Blockchain Economy, Springer Proceedings in Business and Economics, Numéro 1st International Conference MARBLE 2019, 2020, Page(s) 133-149
Éditeur: Springer Nature
DOI: 10.1007/978-3-030-37110-4_10

Products of Euclidean Metrics and Applications to Proximity Questions among Curves

Auteurs: Emiris, Ioannis Psarros, Ioannis
Publié dans: Symposium Computational Geometry, Numéro Yearly, 2018
Éditeur: Dagstuhl LIPICS
DOI: 10.4230/LIPIcs.SoCG.2018.37

Practical volume computation of structured convex bodies, and an application to modeling portfolio dependencies and financial crises

Auteurs: Cales, Ludovic; Chalkis, Apostolos; Emiris, Ioannis Z.; Fisikopoulos, Vissarion
Publié dans: 34th International Symposium on Computational Geometry (SoCG 2018), Numéro 99, 2018
Éditeur: Schloss Dagstuhl--Leibniz-Zentrum fuer Informatik
DOI: 10.4230/LIPIcs.SoCG.2018.19

Polytope Membership in High Dimension

Auteurs: Evangelos Anagnostopoulos, Ioannis Z. Emiris, Vissarion Fisikopoulos
Publié dans: 5th International Symposium on Combinatorial Optimization (ISCO 2018), Numéro 2018, 2018, Page(s) 39-51
Éditeur: Springer International Publishing
DOI: 10.1007/978-3-319-96151-4_4

Advanced clustering methods for identifying bioactive molecular conformations (Poster)

Auteurs: Emmanouil Christoforou, Zoe Cournia and Ioannis Emiris
Publié dans: BioExcel 2nd Special Interest Group Meeting “Advanced Simulations for Biomolecular Research”, Numéro 2018, 2018
Éditeur: ECCB: Europ Con. Comp. Biology 2018
DOI: 10.5281/zenodo.7492412

Practical volume estimation by a new annealing schedule for cooling convex bodies

Auteurs: Apostolos Chalkis, Ioannis Z. Emiris, Vissarion Fisikopoulos
Publié dans: European workshop Computational Geometry, Numéro 2019, 2019
Éditeur: Utrecht University

A Novel Framework for Handling Sparse Data in Traffic Forecast.

Auteurs: Nikolaos Zygouras, Dimitrios Gunopulos
Publié dans: SIGSPATIAL '22: Proceedings of the 30th International Conference on Advances in Geographic Information Systems, Numéro November 2022, 2022, Page(s) 1-4
Éditeur: Association for Computing Machinery
DOI: 10.1145/3557915.3560968

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