Skip to main content
SpringerLink
Log in

Big Data Analytics and Knowledge Discovery

22nd International Conference, DaWaK 2020, Bratislava, Slovakia, September 14–17, 2020, Proceedings

  • Conference proceedings
  • © 2020

Overview

Editors:
  1. Min Song

    1. Department of Library and Information, Yonsei University, Seoul, Korea (Republic of)

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

  2. Il-Yeol Song

    1. Drexel University, Philadelphia, USA

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

  3. Gabriele Kotsis

    1. Johannes Kepler University of Linz, Linz, Austria

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

  4. A Min Tjoa

    1. Software Competence Center Hagenberg (Au), Vienna, Austria

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

  5. Ismail Khalil

    1. Johannes Kepler University of Linz, Linz, Austria

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

Part of the book series: Lecture Notes in Computer Science (LNCS, volume 12393)

Part of the book sub series: Information Systems and Applications, incl. Internet/Web, and HCI (LNISA)

Included in the following conference series:

Conference proceedings info: DaWaK 2020.

This is a preview of subscription content, log in via an institution to check access.

Access this book

Log in via an institution
eBook USD 39.99
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book USD 54.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Other ways to access

Licence this eBook for your library

Institutional subscriptions

Table of contents (30 papers)

  1. Front Matter

    Pages i-xiii
    Download chapter PDF

  2. Position Paper

    1. Front Matter

      Pages 1-1
      Download chapter PDF

    2. Analyzing the Research Landscape of DaWaK Papers from 1999 to 2019

      • Tatsawan Timakum, Soobin Lee, Il-Yeol Song, Min Song
      Pages 3-13

  3. Applications

    1. Front Matter

      Pages 15-15
      Download chapter PDF

    2. DHE\(^{2}\): Distributed Hybrid Evolution Engine for Performance Optimizations of Computationally Intensive Applications

      • Oana Stroie, Elena-Simona Apostol, Ciprian-Octavian Truică
      Pages 17-27

    3. Grand Reports: A Tool for Generalizing Association Rule Mining to Numeric Target Values

      • Sijo Arakkal Peious, Rahul Sharma, Minakshi Kaushik, Syed Attique Shah, Sadok Ben Yahia
      Pages 28-37

    4. Expected vs. Unexpected: Selecting Right Measures of Interestingness

      • Rahul Sharma, Minakshi Kaushik, Sijo Arakkal Peious, Sadok Ben Yahia, Dirk Draheim
      Pages 38-47

    5. SONDER: A Data-Driven Methodology for Designing Net-Zero Energy Public Buildings

      • Ladjel Bellatreche, Felix Garcia, Don Nguyen Pham, Pedro Quintero Jiménez
      Pages 48-59

    6. Reverse Engineering Approach for NoSQL Databases

      • Fatma Abdelhedi, Amal Ait Brahim, Rabah Tighilt Ferhat, Gilles Zurfluh
      Pages 60-69

  4. Big Data/Data Lake

    1. Front Matter

      Pages 71-71
      Download chapter PDF

    2. HANDLE - A Generic Metadata Model for Data Lakes

      • Rebecca Eichler, Corinna Giebler, Christoph Gröger, Holger Schwarz, Bernhard Mitschang
      Pages 73-88

  5. Data Mining

    1. Front Matter

      Pages 89-89
      Download chapter PDF

    2. A SAT-Based Approach for Mining High Utility Itemsets from Transaction Databases

      • Amel Hidouri, Said Jabbour, Badran Raddaoui, Boutheina Ben Yaghlane
      Pages 91-106

    3. High-Utility Interval-Based Sequences

      • S. Mohammad Mirbagheri, Howard J. Hamilton
      Pages 107-121

    4. Extreme-SAX: Extreme Points Based Symbolic Representation for Time Series Classification

      • Muhammad Marwan Muhammad Fuad
      Pages 122-130

    5. Framework to Optimize Data Processing Pipelines Using Performance Metrics

      • Syed Muhammad Fawad Ali, Robert Wrembel
      Pages 131-140

    6. A Scalable Randomized Algorithm for Triangle Enumeration on Graphs Based on SQL Queries

      • Abir Farouzi, Ladjel Bellatreche, Carlos Ordonez, Gopal Pandurangan, Mimoun Malki
      Pages 141-156

    7. Data Engineering for Data Science: Two Sides of the Same Coin

      • Oscar Romero, Robert Wrembel
      Pages 157-166

    8. Mining Attribute Evolution Rules in Dynamic Attributed Graphs

      • Philippe Fournier-Viger, Ganghuan He, Jerry Chun-Wei Lin, Heitor Murilo Gomes
      Pages 167-182

    9. Sustainable Development Goal Relational Modelling: Introducing the SDG-CAP Methodology

      • Yassir Alharbi, Frans Coenen, Daniel Arribas-Bel
      Pages 183-196
Back to top

Other volumes

  1. Big Data Analytics and Knowledge Discovery

Keywords

About this book

The volume LNCS 12393 constitutes the papers of the 22nd International Conference Big Data Analytics and Knowledge Discovery which will be held online in September 2020.

 

The 15 full papers presented together with 14 short papers plus 1 position paper in this volume were carefully reviewed and selected from a total of 77 submissions.

 

This volume offers a wide range to following subjects on theoretical and practical aspects of big data analytics and knowledge discovery as a new generation of big data repository, data pre-processing, data mining, text mining, sequences, graph mining, and parallel processing.

Editors and Affiliations

  • Department of Library and Information, Yonsei University, Seoul, Korea (Republic of)

    Min Song

  • Drexel University, Philadelphia, USA

    Il-Yeol Song

  • Johannes Kepler University of Linz, Linz, Austria

    Gabriele Kotsis, Ismail Khalil

  • Software Competence Center Hagenberg (Au), Vienna, Austria

    A Min Tjoa

Bibliographic Information

Publish with us

Policies and ethics

Back to top

Search

Navigation