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Database and Expert Systems Applications

32nd International Conference, DEXA 2021, Virtual Event, September 27–30, 2021, Proceedings, Part I

Conference proceedings info: DEXA 2021.

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Table of contents (35 papers)

  1. Front Matter

    Pages i-xxviii
  2. Big Data

    1. Front Matter

      Pages 1-1
    2. Unified and View-Specific Multiple Kernel K-Means Clustering

      • Yujing Zhang, Siwei Wang, En Zhu
      Pages 51-62
  3. Data Analysis and Data Modeling

    1. Front Matter

      Pages 63-63
    2. Augmented Lineage: Traceability of Data Analysis Including Complex UDFs

      • Masaya Yamada, Hiroyuki Kitagawa, Toshiyuki Amagasa, Akiyoshi Matono
      Pages 65-77
    3. A Quantum-Inspired Neural Network Model for Predictive BPaaS Management

      • Ameni Hedhli, Haithem Mezni, Lamjed Ben Said
      Pages 91-103
    4. Improving Billboard Advertising Revenue Using Transactional Modeling and Pattern Mining

      • P. Revanth Rathan, P. Krishna Reddy, Anirban Mondal
      Pages 112-118
    5. Sarcasm Detection for Japanese Text Using BERT and Emoji

      • Yoshio Okimoto, Kosuke Suwa, Jianwei Zhang, Lin Li
      Pages 119-124
    6. Sigmalaw PBSA - A Deep Learning Model for Aspect-Based Sentiment Analysis for the Legal Domain

      • Isanka Rajapaksha, Chanika Ruchini Mudalige, Dilini Karunarathna, Nisansa de Silva, Amal Shehan Perera, Gathika Ratnayaka
      Pages 125-137
    7. BERT-Based Sentiment Analysis: A Software Engineering Perspective

      • Himanshu Batra, Narinder Singh Punn, Sanjay Kumar Sonbhadra, Sonali Agarwal
      Pages 138-148
    8. A Stochastic Block Model Based Approach to Detect Outliers in Networks

      • Fabrizio Angiulli, Fabio Fassetti, Cristina Serrao
      Pages 149-154
    9. Medical-Based Text Classification Using FastText Features and CNN-LSTM Model

      • Mohamed Walid Zeghdaoui, Omar Boussaid, Fadila Bentayeb, Frederik Joly
      Pages 155-167
  4. Data Mining

    1. Front Matter

      Pages 169-169
    2. Diversified Pattern Mining on Large Graphs

      • Xin Wang, Liang Tang, Yong Liu, Huayi Zhan, Xuanzhe Feng
      Pages 171-184

Other Volumes

  1. Database and Expert Systems Applications

    32nd International Conference, DEXA 2021, Virtual Event, September 27–30, 2021, Proceedings, Part I
  2. Database and Expert Systems Applications

    32nd International Conference, DEXA 2021, Virtual Event, September 27–30, 2021, Proceedings, Part II
  3. Database and Expert Systems Applications - DEXA 2021 Workshops

    BIOKDD, IWCFS, MLKgraphs, AI-CARES, ProTime, AISys 2021, Virtual Event, September 27–30, 2021, Proceedings

About this book

This two-volume set, LNCS 12923 and 12924, constitutes the thoroughly refereed proceedings of the 5th International Conference on Database and Expert Systems Applications, DEXA 2021. Due to COVID-19 pandemic, the conference was held virtually.

The 37 full papers presented together with 31 short papers in these volumes were carefully reviewed and selected from a total of 149 submissions. The papers are organized around the following topics: big data; data analysis and data modeling; data mining; databases and data management; information retrieval; prediction and decision support.

Keywords

  • artificial intelligence
  • classification
  • computer networks
  • computer science
  • digital libraries
  • data mining
  • databases
  • education
  • big data management
  • information retrieval
  • knowledge management
  • learning
  • linguistics
  • machine learning
  • information retrieval
  • query languages
  • search engines
  • semantics
  • signal processing
  • World Wide Web

Editors and Affiliations

  • University of Vienna, Vienna, Austria

    Christine Strauss

  • Johannes Kepler University of Linz, Linz, Austria

    Gabriele Kotsis, Ismail Khalil

  • Vienna University of Technology, Vienna, Austria

    A Min Tjoa

Bibliographic Information

Buying options

eBook USD 59.99
Price excludes VAT (USA)
  • ISBN: 978-3-030-86472-9
  • Instant PDF download
  • Readable on all devices
  • Own it forever
  • Exclusive offer for individuals only
  • Tax calculation will be finalised during checkout
Softcover Book USD 79.99
Price excludes VAT (USA)