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Learning and Analysing Massive / Big complex Data

Deliverables

Focused Workshop on 3D shape analysis

Focused Workshop on 3D shape analysis.

Kickoff General Workshop

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

Focused Workshop on Insurance data mining

Final advances report (WP3)

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

Technical Publications

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.

Publications

Unified Treatment of Discrete Fréchet and Dynamic Time Warping Distances

Author(s): Ioannis Z. Emiris; Ioannis Psarros
Published in: ISSN: 2374-0353, Issue 5, 2020, ISSN 2374-0353
Publisher: ACM
DOI: 10.1145/3397518

Predictive modeling of infant mortality.

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

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

Author(s): Ioannis Z. Emiris, Vasilis Margonis, Ioannis Psarros
Published in: Theoretical Computer Science, Issue 942, January 2023, 2023, Page(s) 169-179, ISSN 0304-3975
Publisher: 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

Author(s): Ioannis Z. Emiris, Ioannis Psarros
Published in: ACM Transactions on Spatial Algorithms and Systems, Issue Volume 6, Issue 4, December 2020, 2020, Page(s) 1-20, ISSN 2374-0353
Publisher: Association for Computing Machinery
DOI: 10.1145/3397518

Predictive modeling of infant mortality

Author(s): Antonia Saravanou; Clemens Noelke; Nicholas Huntington; Dolores Acevedo-Garcia; Dimitrios Gunopulos
Published in: Data Mining and Knowledge Discovery, Issue 2, 2021, ISSN 1384-5810
Publisher: Kluwer Academic Publishers
DOI: 10.1007/s10618-020-00728-2

Randomized Embeddings with Slack and High-Dimensional Approximate Nearest Neighbor

Author(s): Evangelos Anagnostopoulos, Ioannis Z. Emiris, Ioannis Psarros
Published in: ACM Transactions on Algorithms, Issue 14/2, 2018, Page(s) 1-21, ISSN 1549-6325
Publisher: Association for Computing Machinary, Inc.
DOI: 10.1145/3178540

Neural networks for cryptocurrency evaluation and price fluctuation forecasting

Author(s): Emmanouil Christoforou; Ioannis Z. Emiris; Apostolos Florakis
Published in: HAL, Issue 3, 2020
Publisher: Springer
DOI: 10.1007/978-3-030-37110-4_10

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

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

Autonomous and optimized ship routing

Author(s): Ioannis Z. Emiris
Published in: SNAME 7th International Symposium on Ship Operations, Management and Economics, Issue April 2021, 2021
Publisher: Society of Naval Architects and Marine Engineers (SNAME)
DOI: 10.5957/some-2021-017

Practical Privacy Preservation in a Mobile Cloud Environment

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

Neural Networks for Cryptocurrency Evaluation and Price Fluctuation Forecasting

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

Near-Neighbor Preserving Dimension Reduction for Doubling Subsets of l_1

Author(s): Emiris, Ioannis Z.; Margonis, Vasilis; Psarros, Ioannis
Published in: "APPROX 2019 - Workshop on Approximation Algorithms for Combinatorial Optimization Problems, Sep 2019, Boston, United States. ⟨10.4230/LIPIcs.APPROX-RANDOM.2019.47⟩", Issue 5, 2019
Publisher: LIPICS
DOI: 10.4230/lipics.approx-random.2019.47

Products of Euclidean Metrics and Applications to Proximity Questions among Curves

Author(s): Emiris, Ioannis Psarros, Ioannis
Published in: Symposium Computational Geometry, Issue Yearly, 2018
Publisher: 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

Author(s): Cales, Ludovic; Chalkis, Apostolos; Emiris, Ioannis Z.; Fisikopoulos, Vissarion
Published in: 34th International Symposium on Computational Geometry (SoCG 2018), Issue 99, 2018
Publisher: Schloss Dagstuhl--Leibniz-Zentrum fuer Informatik
DOI: 10.4230/LIPIcs.SoCG.2018.19

Polytope Membership in High Dimension

Author(s): Evangelos Anagnostopoulos, Ioannis Z. Emiris, Vissarion Fisikopoulos
Published in: 5th International Symposium on Combinatorial Optimization (ISCO 2018), Issue 2018, 2018, Page(s) 39-51
Publisher: Springer International Publishing
DOI: 10.1007/978-3-319-96151-4_4

Advanced clustering methods for identifying bioactive molecular conformations (Poster)

Author(s): Emmanouil Christoforou, Zoe Cournia and Ioannis Emiris
Published in: BioExcel 2nd Special Interest Group Meeting “Advanced Simulations for Biomolecular Research”, Issue 2018, 2018
Publisher: ECCB: Europ Con. Comp. Biology 2018
DOI: 10.5281/zenodo.7492412

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

Author(s): Apostolos Chalkis, Ioannis Z. Emiris, Vissarion Fisikopoulos
Published in: European workshop Computational Geometry, Issue 2019, 2019
Publisher: Utrecht University

A Novel Framework for Handling Sparse Data in Traffic Forecast.

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

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