Skip to main content
SpringerLink
Log in

Intelligent Information and Database Systems

13th Asian Conference, ACIIDS 2021, Phuket, Thailand, April 7–10, 2021, Proceedings

  • Conference proceedings
  • © 2021

Overview

Editors:
  1. Ngoc Thanh Nguyen

    1. Wrocław University of Science and Technology, Wrocław, Poland

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

  2. Suphamit Chittayasothorn

    1. King Mongkut's Institute of Technology Ladkrabang, Bangkok, Thailand

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

  3. Dusit Niyato

    1. Nanyang Technological University, Singapore, Singapore

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

  4. Bogdan Trawiński

    1. Wrocław University of Science and Technology, Wrocław, Poland

    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 12672)

Part of the book sub series: Lecture Notes in Artificial Intelligence (LNAI)

Included in the following conference series:

Conference proceedings info: ACIIDS 2021.

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 84.99
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book USD 109.99
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 (67 papers)

  1. Front Matter

    Pages i-xxxi
    Download chapter PDF

  2. Data Mining Methods and Applications

    1. Front Matter

      Pages 1-1
      Download chapter PDF

    2. Mining Partially-Ordered Episode Rules in an Event Sequence

      • Philippe Fournier-Viger, Yangming Chen, Farid Nouioua, Jerry Chun-Wei Lin
      Pages 3-15

    3. Investigating Crossover Operators in Genetic Algorithms for High-Utility Itemset Mining

      • M. Saqib Nawaz, Philippe Fournier-Viger, Wei Song, Jerry Chun-Wei Lin, Bernd Noack
      Pages 16-28

    4. Complexes of Low Dimensional Linear Classifiers with L1 Margins

      • Leon Bobrowski
      Pages 29-40

    5. Automatic Identification of Bird Species from Audio

      • Silvestre Carvalho, Elsa Ferreira Gomes
      Pages 41-52

    6. Session Based Recommendations Using Recurrent Neural Networks - Long Short-Term Memory

      • Michal Dobrovolny, Ali Selamat, Ondrej Krejcar
      Pages 53-65

    7. UVDS: A New Dataset for Traffic Forecasting with Spatial-Temporal Correlation

      • Khac-Hoai Nam Bui, Hongsuk Yi, Jiho Cho
      Pages 66-77

    8. A Parallelized Frequent Temporal Pattern Mining Algorithm on a Time Series Database

      • Nguyen Thanh Vu, Chau Vo
      Pages 78-91

    9. An Efficient Approach for Mining High-Utility Itemsets from Multiple Abstraction Levels

      • Trinh D. D. Nguyen, Loan T. T. Nguyen, Adrianna Kozierkiewicz, Thiet Pham, Bay Vo
      Pages 92-103

    10. Mining Class Association Rules on Dataset with Missing Data

      • Hoang-Lam Nguyen, Loan T. T. Nguyen, Adrianna Kozierkiewicz
      Pages 104-116

  3. Machine Learning Methods

    1. Front Matter

      Pages 117-117
      Download chapter PDF

    2. Clustering Count Data with Stochastic Expectation Propagation

      • Xavier Sumba, Nuha Zamzami, Nizar Bouguila
      Pages 119-129

    3. Entropy-Based Variational Learning of Finite Generalized Inverted Dirichlet Mixture Model

      • Mohammad Sadegh Ahmadzadeh, Narges Manouchehri, Hafsa Ennajari, Nizar Bouguila, Wentao Fan
      Pages 130-143

    4. Mixture-Based Unsupervised Learning for Positively Correlated Count Data

      • Ornela Bregu, Nuha Zamzami, Nizar Bouguila
      Pages 144-154

    5. Phase Prediction of Multi-principal Element Alloys Using Support Vector Machine and Bayesian Optimization

      • Nguyen Hai Chau, Masatoshi Kubo, Le Viet Hai, Tomoyuki Yamamoto
      Pages 155-167

    6. VEGAS: A Variable Length-Based Genetic Algorithm for Ensemble Selection in Deep Ensemble Learning

      • Kate Han, Tien Pham, Trung Hieu Vu, Truong Dang, John McCall, Tien Thanh Nguyen
      Pages 168-180

    7. Demand Forecasting for Textile Products Using Statistical Analysis and Machine Learning Algorithms

      • Leandro L. Lorente-Leyva, M. M. E. Alemany, Diego H. Peluffo-Ordóñez, Roberth A. Araujo
      Pages 181-194

    8. Parallelization of Reinforcement Learning Algorithms for Video Games

      • Marek Kopel, Witold Szczurek
      Pages 195-207

  4. Decision Support and Control Systems

    1. Front Matter

      Pages 209-209
      Download chapter PDF
Back to top

Other volumes

  1. Intelligent Information and Database Systems

  2. Recent Challenges in Intelligent Information and Database Systems

Keywords

About this book

This book constitutes the refereed proceedings of the 13th Asian Conference on Intelligent Information and Database Systems, ACIIDS 2021, held in Phuket, Thailand, in April 2021.*

The 67 full papers accepted for publication in these proceedings were carefully reviewed and selected from 291 submissions. The papers of the first volume are organized in the following topical sections: data mining methods and applications; machine learning methods; decision support and control systems; natural language processing; cybersecurity intelligent methods; computer vision techniques; computational imaging and vision; advanced data mining techniques and applications; intelligent and contextual systems; commonsense knowledge, reasoning and programming in artificial intelligence; data modelling and processing for industry 4.0; innovations in intelligent systems.

*The conference was held virtually.

Editors and Affiliations

  • Wrocław University of Science and Technology, Wrocław, Poland

    Ngoc Thanh Nguyen, Bogdan Trawiński

  • King Mongkut's Institute of Technology Ladkrabang, Bangkok, Thailand

    Suphamit Chittayasothorn

  • Nanyang Technological University, Singapore, Singapore

    Dusit Niyato

Bibliographic Information

Publish with us

Policies and ethics

Back to top

Search

Navigation