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Advances in Databases and Information Systems

✍ Scribed by András Benczúr, Bernhard Thalheim, Tomáš Horváth

Publisher
Springer International Publishing
Year
2018
Tongue
English
Leaves
299
Series
Lecture Notes in Computer Science 11019
Edition
1st ed.
Category
Library
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✦ Synopsis

This book constitutes the proceedings of the 22nd European Conference on Advances in Databases and Information Systems, ADBIS 2018, held in Budapest, Hungary, in September 2018.

The 17 regular papers presented together with two invited papers were carefully selected and reviewed from numerous submissions. The papers are organized in topical sections such as information extraction and integration; data mining and knowledge discovery; indexing, query processing and optimization; data quality and data cleansing; distributed data platforms, including cloud data systems, key-value stores, and big data systems; and streaming data analysis; web, XML and semi-structured databases.

✦ Table of Contents

Front Matter ....Pages I-XXII
Front Matter ....Pages 1-1
Database-Centric Scientific Computing (Alexander S. Szalay)....Pages 3-19
Spatio-Temporal Data Mining of Major European River and Mountain Names Reveals Their Near Eastern and African Origins (Peter Z. Revesz)....Pages 20-32
Front Matter ....Pages 33-33
Query Rewriting for Heterogeneous Data Lakes (Rihan Hai, Christoph Quix, Chen Zhou)....Pages 35-49
RawVis: Visual Exploration over Raw Data (Nikos Bikakis, Stavros Maroulis, George Papastefanatos, Panos Vassiliadis)....Pages 50-65
Front Matter ....Pages 67-67
Extended Margin and Soft Balanced Strategies in Active Learning (Dávid Papp, Gábor Szűcs)....Pages 69-81
Location-Awareness in Time Series Compression (Xu Teng, Andreas Züfle, Goce Trajcevski, Diego Klabjan)....Pages 82-95
Front Matter ....Pages 97-97
Efficient SPARQL Evaluation on Stratified RDF Data with Meta-data (Flavio Ferrarotti, Senén González, Klaus-Dieter Schewe)....Pages 99-112
SIMD Vectorized Hashing for Grouped Aggregation (Bala Gurumurthy, David Broneske, Marcus Pinnecke, Gabriel Campero, Gunter Saake)....Pages 113-126
Selecting Sketches for Similarity Search (Vladimir Mic, David Novak, Lucia Vadicamo, Pavel Zezula)....Pages 127-141
On the Support of the Similarity-Aware Division Operator in a Commercial RDBMS (Guilherme Q. Vasconcelos, Daniel S. Kaster, Robson L. F. Cordeiro)....Pages 142-155
Front Matter ....Pages 157-157
Data Quality in a Big Data Context (Franco Arolfo, Alejandro Vaisman)....Pages 159-172
Integrating Approximate String Matching with Phonetic String Similarity (Junior Ferri, Hegler Tissot, Marcos Didonet Del Fabro)....Pages 173-181
Front Matter ....Pages 183-183
Cost-Based Sharing and Recycling of (Intermediate) Results in Dataflow Programs (Stefan Hagedorn, Kai-Uwe Sattler)....Pages 185-199
ATUN-HL: Auto Tuning of Hybrid Layouts Using Workload and Data Characteristics (Rana Faisal Munir, Alberto Abelló, Oscar Romero, Maik Thiele, Wolfgang Lehner)....Pages 200-215
Set Similarity Joins with Complex Expressions on Distributed Platforms (Diego Junior do Carmo Oliveira, Felipe Ferreira Borges, Leonardo Andrade Ribeiro, Alfredo Cuzzocrea)....Pages 216-230
Front Matter ....Pages 231-231
Deterministic Model for Distributed Speculative Stream Processing (Igor E. Kuralenok, Artem Trofimov, Nikita Marshalkin, Boris Novikov)....Pages 233-246
Large-Scale Real-Time News Recommendation Based on Semantic Data Analysis and Users’ Implicit and Explicit Behaviors (Hemza Ficel, Mohamed Ramzi Haddad, Hajer Baazaoui Zghal)....Pages 247-260
Front Matter ....Pages 261-261
MatBase Constraint Sets Coherence and Minimality Enforcement Algorithms (Christian Mancas)....Pages 263-277
Integration of Unsound Data in P2P Systems (Luciano Caroprese, Ester Zumpano)....Pages 278-290
Back Matter ....Pages 291-291

✦ Subjects

Computer Science; Database Management; Data Mining and Knowledge Discovery; Information Storage and Retrieval; System Performance and Evaluation; Artificial Intelligence (incl. Robotics)

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