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23rd EDBT 2020: Copenhagen, Denmark
- Angela Bonifati, Yongluan Zhou, Marcos Antonio Vaz Salles, Alexander Böhm, Dan Olteanu, George H. L. Fletcher, Arijit Khan, Bin Yang:
Proceedings of the 23rd International Conference on Extending Database Technology, EDBT 2020, Copenhagen, Denmark, March 30 - April 02, 2020. OpenProceedings.org 2020, ISBN 978-3-89318-083-7
Research Paper
- Mohammad-Ali Yaghoub-Zadeh-Fard, Boualem Benatallah
, Shayan Zamanirad:
Automatic Canonical Utterance Generation for Task-Oriented Bots from API Specifications. 1-12 - Lefteris Zervakis, Vinay Setty, Christos Tryfonopoulos
Efficient Continuous Multi-Query Processing over Graph Streams. 13-24 - Amir Aghasadeghi, Vera Zaychik Moffitt, Sebastian Schelter, Julia Stoyanovich:
Zooming Out on an Evolving Graph. 25-36 - Nguyen Ho, Torben Bach Pedersen, Van Long Ho
Efficient Search for Multi-Scale Time Delay Correlations in Big Time Series Data. 37-48 - Alexander Kalinin, Ugur Çetintemel, Zheguang Zhao, Stanley B. Zdonik:
Dynamic Query Refinement for Interactive Data Exploration. 49-60 - Chen Yang, Yongjie Du, Zhihui Du, Xiaofeng Meng:
Micro Analysis to Enable Energy-Efficient Database Systems. 61-72 - Thamir Qadah
Q-Store: Distributed, Multi-partition Transactions via Queue-oriented Execution and Communication. 73-84 - Yifeng Gao, Jessica Lin, Constantin Brif:
Ensemble Grammar Induction For Detecting Anomalies in Time Series. 85-96 - Amit Somech
Incremental Based Framework for Efficient Top-K Similarity Search in Interactive Data Analysis Sessions. 97-108 - Olga Rybnytska, Laurynas Siksnys, Torben Bach Pedersen, Bijay Neupane:
pgFMU: Integrating Data Management with Physical System Modelling. 109-120 - Ritesh Ahuja, Gabriel Ghinita, Cyrus Shahabi:
Differentially-Private Next-Location Prediction with Neural Networks. 121-132 - Manuel Fink, Christian Meilicke, Heiner Stuckenschmidt:
Explaining Differences Between Unaligned Table Snapshots. 133-144 - Shaobo Wang, Hui Lyu, Jiachi Zhang, Chenyuan Wu, Xinyi Chen, Wenchao Zhou, Boon Thau Loo
Provenance for Probabilistic Logic Programs. 145-156 - Rojeh Hayek, Oded Shmueli:
Improved Cardinality Estimation by Learning Queries Containment Rates. 157-168 - Herald Kllapi, Ilia Pietri
Automated Management of Indexes for Dataflow Processing Engines in IaaS Clouds. 169-180 - Rachel Behar, Sara Cohen
Optimal Histograms with Outliers. 181-192 - Jinhong Jung, Ha-Myung Park, U Kang:
BalanSiNG: Fast and Scalable Generation of Realistic Signed Networks. 193-204 - Evica Milchevski, Sebastian Michel:
Distributed Similarity Joins over Top-K Rankings. 205-216 - Christian Riegger, Tobias Vinçon, Robert Gottstein, Ilia Petrov:
MV-PBT: Multi-Version Indexing for Large Datasets and HTAP Workloads. 217-228 - Khalid Belhajjame:
Lineage-Preserving Anonymization of the Provenance of Collection-Based Workflows. 229-240 - Chao Zhang, Farouk Toumani:
Sharing Computations for User-Defined Aggregate Functions. 241-252 - Ralf Diestelkämper, Melanie Herschel
Tracing nested data with structural provenance for big data analytics. 253-264 - Hamid Shahrivari, Matthaios Olma, Odysseas Papapetrou, Dimitrios Skoutas
A Parallel and Distributed Approach for Diversified Top-k Best Region Search. 265-276 - Saravanan Thirumuruganathan, Nan Tang, Mourad Ouzzani, AnHai Doan:
Data Curation with Deep Learning. 277-286 - Savitha Sam Abraham, Deepak P, Sowmya S. Sundaram:
Fairness in Clustering with Multiple Sensitive Attributes. 287-298 - Maxime Buron, François Goasdoué, Ioana Manolescu, Marie-Laure Mugnier:
Ontology-Based RDF Integration of Heterogeneous Data. 299-310 - Haojun Zhang, Chengliang Chai, AnHai Doan, Paris Koutris, Esteban Arcaute:
Manually Detecting Errors for Data Cleaning Using Adaptive Crowdsourcing Strategies. 311-322 - Han Wang, Yuan Hong
Publishing Video Data with Indistinguishable Objects. 323-334 - Xiaoyu Ge, Panos K. Chrysanthis
Efficient PrefDiv Algorithms for Effective Top-k Result Diversification. 335-346 - Andreas Kipf, Harald Lang, Varun Pandey, Raul Alexandru Persa, Christoph Anneser, Eleni Tzirita Zacharatou
Adaptive Main-Memory Indexing for High-Performance Point-Polygon Joins. 347-358
Short Paper
- Heidy Hazem, Ahmed Awad
DISGD: A Distributed Shared-nothing Matrix Factorization for Large Scale Online Recommender Systems. 359-362 - Ioannis Kouvatis, Konstantinos Semertzidis, Maria Zerva, Evaggelia Pitoura, Panayiotis Tsaparas
Forming Compatible Teams in Signed Networks. 363-366 - Jianzhong Qi
A Learning Based Approach to Predict Shortest-Path Distances. 367-370 - Donghun Lee, Andrew Chang, Minseon Ahn
Optimizing Data Movement with Near-Memory Acceleration of In-memory DBMS. 371-374 - James Wagner, Alexander Rasin, Dai Hai Ton That, Tanu Malik, Jonathan Grier:
ODSA: Open Database Storage Access. 375-378 - Phillipp Müller, Xiao Qin, Balaji Ganesan, Nasrullah Sheikh, Berthold Reinwald:
An Integrated Graph Neural Network for Supervised Non-obvious Relationship Detection in Knowledge Graphs. 379-382 - Clément Lejeune, Josiane Mothe, Olivier Teste
Outlier detection in multivariate functional data based on a geometric aggregation. 383-386 - Luis Galárraga
REMI: Mining Intuitive Referring Expressions on Knowledge Bases. 387-390 - Christoph Anneser, Andreas Kipf, Harald Lang, Thomas Neumann, Alfons Kemper:
The Case for Hybrid Succinct Data Structures. 391-394 - Sebastian Schelter, Yuxuan He, Jatin Khilnani, Julia Stoyanovich:
FairPrep: Promoting Data to a First-Class Citizen in Studies on Fairness-Enhancing Interventions. 395-398 - Nico Schäfer, Sebastian Michel:
Partially Materializable Delta Trees for Efficient Data Wrangling of Semi-Structured Contents. 399-402 - Yael Amsterdamer
Towards Fine-Grained Data Access Control Through Active Peer Probing. 403-406 - Angjela Davitkova, Evica Milchevski, Sebastian Michel:
The ML-Index: A Multidimensional, Learned Index for Point, Range, and Nearest-Neighbor Queries. 407-410 - Michael Günther, Maik Thiele, Wolfgang Lehner
Retro: Relation Retrofitting For In-Database Machine Learning on Textual Data. 411-414 - Fatemeh Zardbani, Peyman Afshani, Panagiotis Karras:
Revisiting the Theory and Practice of Database Cracking. 415-418 - Leonardo Gazzarri, Melanie Herschel
Boosting Blocking Performance in Entity Resolution Pipelines: Comparison Cleaning using Bloom Filters. 419-422 - Lawrence Benson, Philipp M. Grulich, Steffen Zeuch, Volker Markl, Tilmann Rabl:
Disco: Efficient Distributed Window Aggregation. 423-426 - Daniel Deutch, Nave Frost, Amir Gilad, Tomer Haimovich:
Explaining Missing Query Results in Natural Language. 427-430 - Sara Migliorini, Alberto Belussi
A Context-based Approach for Partitioning Big Data. 431-434 - Georgios Theodorakis, Peter R. Pietzuch, Holger Pirk:
SlideSide: A fast Incremental Stream Processing Algorithm for Multiple Queries. 435-438 - Yudi Santoso, Venkatesh Srinivasan, Alex Thomo
Efficient Enumeration of Four Node Graphlets at Trillion-Scale. 439-442 - Panagiotis Bouros, Konstantinos Lampropoulos, Dimitrios Tsitsigkos
Band Joins for Interval Data. 443-446 - Denis Gallo, Matteo Lissandrini
Personalized Page Rank on Knowledge Graphs: Particle Filtering is all you need! 447-450 - Thomas Mulder, Nikolay Yakovets, George H. L. Fletcher:
Towards Planning of Regular Queries with Memory. 451-454 - Shanhe Liao, Weixiong Rao:
Accurate Demand Forecasting for Retails with Deep Neural Networks. 455-458 - Rui Liu, Dominique Li:
Efficient Skyline Computation in High-Dimensionality Domains. 459-462
Industry and Applications Paper
- Ursin Brunner, Kurt Stockinger:
Entity Matching with Transformer Architectures - A Step Forward in Data Integration. 463-473 - Chong Sun, Nader Azari, Chintan Turakhia:
Gallery: A Machine Learning Model Management System at Uber. 474-485 - Yael Amsterdamer
Diverse User Selection for Opinion Procurement. 486-497 - Steffen Kläbe, Kai-Uwe Sattler, Stephan Baumann, Michael Rink:
Elastic Scaling in VectorH. 498-509 - Sihem Amer-Yahia, Shady Elbassuoni, Ahmad Ghizzawi, Ria Mae Borromeo, Emilie Hoareau, Philippe Mulhem:
Fairness in Online Jobs: A Case Study on TaskRabbit and Google. 510-521 - Shay Gershtein, Tova Milo, Slava Novgorodov:
Inventory Reduction via Maximal Coverage in E-Commerce. 522-533 - Kassem Awada, Mohamed Y. Eltabakh, Conrad Tang, Mohammed Al-Kateb, Sanjay Nair, Grace Au:
Cost Estimation Across Heterogeneous SQL-Based Big Data Infrastructures in Teradata IntelliSphere. 534-545 - Diego Havenstein, Peter Lysakovski, Norman May, Guido Moerkotte, Gabriele Steidl:
Fast Entropy Maximization for Selectivity Estimation of Conjunctive Predicates on CPUs and GPUs. 546-554 - Paolo Atzeni, Luigi Bellomarini, Michela Iezzi, Emanuel Sallinger, Adriano Vlad:
Weaving Enterprise Knowledge Graphs: The Case of Company Ownership Graphs. 555-566 - Chuan Lei
Expanding Query Answers on Medical Knowledge Bases. 567-578
Demonstration
- Xiufeng Liu
VAP: A Visual Analysis Tool for Energy Consumption Spatio-temporal Pattern Discovery. 579-582 - Marco Vogt
Chronos: The Swiss Army Knife for Database Evaluations. 583-586 - Suela Isaj, Torben Bach Pedersen:
skyex: an R Package for Entity Linkage. 587-590 - Ugo Comignani, Noël Novelli, Laure Berti-Équille
Data Quality Checking for Machine Learning with MeSQuaL. 591-594 - Di Yang, Hui Li, Meng Wang, Dan Li, Jiangtao Cui:
MALOS: A Movement-Aware Location Selection System. 595-598 - Camila Ferreira Costa, Theodoros Chondrogiannis, Mario A. Nascimento, Panagiotis Bouros:
RRAMEN: An Interactive Tool for Evaluating Choices and Changes in Transportation Networks. 599-602 - George Papadakis, Leonidas Tsekouras, Emmanouil Thanos, Nikiforos Pittaras, Giovanni Simonini, Dimitrios Skoutas
JedAI3 : beyond batch, blocking-based Entity Resolution. 603-606 - Michael Günther
RetroLive: Analysis of Relational Retrofitted Word Embeddings. 607-610 - Luca Gagliardelli, Giovanni Simonini, Sonia Bergamaschi:
RulER: Scaling Up Record-level Matching Rules. 611-614 - Lacramioara Mazilu
Schema Mapping Generation in the Wild: A Demonstration with Open Government Data. 615-618 - Ke Li, Hubert Naacke, Bernd Amann:
EPIQUE: Extracting Meaningful Science Evolution Patterns from Large Document Archives. 619-622 - Joris Duguépéroux, Antonin Voyez, Tristan Allard
Task-Tuning in Privacy-Preserving Crowdsourcing Platforms. 623-626 - Haralampos Gavriilidis, Adrian Michalke, Laura Mons, Steffen Zeuch, Volker Markl:
Scaling a Public Transport Monitoring System to Internet of Things Infrastructures. 627-630 - Ankit Chaudhary
Governor: Operator Placement for a Unified Fog-Cloud Environment. 631-634 - Mohamed-Amine Baazizi, Clément Berti, Dario Colazzo, Giorgio Ghelli, Carlo Sartiani:
Human-in-the-Loop Schema Inference for Massive JSON Datasets. 635-638 - Lekshmi B. G., Andreas Becher
SQL Query Processing Using an Integrated FPGA-based Near-Data Accelerator in ReProVide. 639-642
Tutorial
- Riccardo Tommasini, Sherif Sakr, Emanuele Della Valle, Hojjat Jafarpour:
Declarative Languages for Big Streaming Data. 643-646 - George Papadakis, Ekaterini Ioannou, Themis Palpanas:
Entity Resolution: Past, Present and Yet-to-Come. 647-650 - Evaggelia Pitoura, Georgia Koutrika, Kostas Stefanidis
Fairness in Rankings and Recommenders. 651-654 - Uta Störl
NoSQL Schema Evolution and Data Migration: State-of-the-Art and Opportunities. 655-658
Errata Note
- Jaroslaw Szlichta, Parke Godfrey, Lukasz Golab, Mehdi Kargar, Divesh Srivastava:
Erratum for Discovering Order Dependencies through Order Compatibility (EDBT 2019). 659-663
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