Skip to main content

Sustainable Data Lakes for Extreme-Scale Analytics

Searching for OpenAIRE data...

Publications

A Parallel and Distributed Approach for Diversified Top-k Best Region Search

Author(s): Hamid Shahrivari; Matthaios Olma; Odysseas Papapetrou; Dimitrios Skoutas; Anastasia Ailamaki
Published in: Proceedings of the 23rd International Conference on Extending Database Technology (EDBT), 2020, Page(s) 265-276
DOI: 10.5441/002/edbt.2020.24

Local Similarity Search on Geolocated Time Series Using Hybrid Indexing

Author(s): Georgios Chatzigeorgakidis, Dimitrios Skoutas, Kostas Patroumpas, Themis Palpanas, Spiros Athanasiou, Spiros Skiadopoulos
Published in: Proceedings of the 27th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2019, Page(s) 179-188
DOI: 10.1145/3347146.3359349

Scalable temporal clique enumeration

Author(s): Kaijie Zhu, George Fletcher, Nikolay Yakovets, Odysseas Papapetrou, Yuqing Wu
Published in: Proceedings of the 16th International Symposium on Spatial and Temporal Databases, 2019, Page(s) 120-129
DOI: 10.1145/3340964.3340987

Local Pair and Bundle Discovery over Co-Evolving Time Series

Author(s): Georgios Chatzigeorgakidis, Dimitrios Skoutas, Kostas Patroumpas, Themis Palpanas, Spiros Athanasiou, Spiros Skiadopoulos
Published in: Proceedings of the 16th International Symposium on Spatial and Temporal Databases, 2019, Page(s) 160-169
DOI: 10.1145/3340964.3340982

Automatic Clustering by Detecting Significant Density Dips in Multiple Dimensions

Author(s): Pantelis Chronis, Spiros Athanasiou, Spiros Skiadopoulos
Published in: 2019 IEEE International Conference on Data Mining (ICDM), 2019, Page(s) 91-100
DOI: 10.1109/icdm.2019.00019

Taster: Self-Tuning, Elastic and Online Approximate Query Processing

Author(s): Matthaios Olma, Odysseas Papapetrou, Raja Appuswamy, Anastasia Ailamaki
Published in: 2019 IEEE 35th International Conference on Data Engineering (ICDE), 2019, Page(s) 482-493
DOI: 10.1109/icde.2019.00050

GPU-accelerated data management under the test of time

Author(s): Aunn Raza; Periklis Chrysogelos; Panagiotis Sioulas; Vladimir Indjic; Angelos Christos Anadiotis; Anastasia Ailamaki
Published in: Conference on Innovative Data Systems Research (CIDR), Issue 1, 2020
DOI: 10.5281/zenodo.3827490

Similarity search over enriched geospatial data

Author(s): Kostas Patroumpas, Dimitrios Skoutas
Published in: Proceedings of the Sixth International ACM SIGMOD Workshop on Managing and Mining Enriched Geo-Spatial Data, 2020, Page(s) 1-6
DOI: 10.1145/3403896.3403967

JedAI3: beyond batch, blocking-based Entity Resolution

Author(s): George Papadakis; Leonidas Tsekouras; Manos Thanos; Nikiforos Pittaras; Giovanni Simonini; Dimitrios Skoutas; Paul Isaris; George Giannakopoulos; Themis Palpanas; Manolis Koubarakis
Published in: Proceedings of the 23rd International Conference on Extending Database Technology (EDBT), 2020, Page(s) 603-606
DOI: 10.5441/002/edbt.2020.74

Adaptive HTAP through Elastic Resource Scheduling

Author(s): Aunn Raza, Periklis Chrysogelos, Angelos Christos Anadiotis, Anastasia Ailamaki
Published in: Proceedings of the 2020 ACM SIGMOD International Conference on Management of Data, 2020, Page(s) 2043-2054
DOI: 10.1145/3318464.3389783

explAIner: A Visual Analytics Framework for Interactive and Explainable Machine Learning

Author(s): Thilo Spinner, Udo Schlegel, Hanna Schafer, Mennatallah El-Assady
Published in: IEEE Transactions on Visualization and Computer Graphics, 2019, Page(s) 1-1, ISSN 1077-2626
DOI: 10.1109/TVCG.2019.2934629

Visual Exploration of Geolocated Time Series with Hybrid Indexing

Author(s): Georgios Chatzigeorgakidis, Kostas Patroumpas, Dimitrios Skoutas, Spiros Athanasiou, Spiros Skiadopoulos
Published in: Big Data Research, Issue 15, 2019, Page(s) 12-28, ISSN 2214-5796
DOI: 10.1016/j.bdr.2019.02.001

Uncertainty-Aware Principal Component Analysis

Author(s): Jochen Gortler, Thilo Spinner, Dirk Streeb, Daniel Weiskopf, Oliver Deussen
Published in: IEEE Transactions on Visualization and Computer Graphics, Issue 26/1, 2020, Page(s) 822-831, ISSN 1077-2626
DOI: 10.1109/tvcg.2019.2934812

Blocking and Filtering Techniques for Entity Resolution

Author(s): George Papadakis, Dimitrios Skoutas, Emmanouil Thanos, Themis Palpanas
Published in: ACM Computing Surveys, Issue 53/2, 2020, Page(s) 1-42, ISSN 0360-0300
DOI: 10.1145/3377455

v‐plots: Designing Hybrid Charts for the Comparative Analysis of Data Distributions

Author(s): Michael Blumenschein, Luka J. Debbeler, Nadine C. Lages, Britta Renner, Daniel A. Keim, Mennatallah El‐Assady
Published in: Computer Graphics Forum, Issue 39/3, 2020, Page(s) 565-577, ISSN 0167-7055
DOI: 10.1111/cgf.14002