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Intelligent Information and Database Systems

12th Asian Conference, ACIIDS 2020, Phuket, Thailand, March 23–26, 2020, Proceedings

  • Conference proceedings
  • © 2020

Overview

Editors:
  1. Paweł Sitek

    1. Kielce University of Technology, Kielce, Poland

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  2. Marcin Pietranik

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

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  3. Marek Krótkiewicz

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

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  4. Chutimet Srinilta

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

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Part of the book series: Communications in Computer and Information Science (CCIS, volume 1178)

Included in the following conference series:

Conference proceedings info: ACIIDS 2020.

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Table of contents (50 papers)

  1. Front Matter

    Pages i-xxxv
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  2. Advanced Big Data, Machine Learning and Data Mining

    1. Front Matter

      Pages 1-1
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    2. On the Design of Profitable Index Based on the Mechanism of Random Tradings

      • Jia-Hao Syu, Mu-En Wu, Shin-Huah Lee, Jan-Ming Ho
      Pages 3-12

    3. Real Estate Market Price Prediction Framework Based on Public Data Sources with Case Study from Croatia

      • Leo Mrsic, Hrvoje Jerkovic, Mislav Balkovic
      Pages 13-24

    4. Music Classification by Automated Relevance Feedbacks

      • Ja-Hwung Su, Tzung-Pei Hong, Hsuan-Hao Yeh
      Pages 25-34

    5. Exploiting CBOW and LSTM Models to Generate Trace Representation for Process Mining

      • Hong-Nhung Bui, Trong-Sinh Vu, Hien-Hanh Nguyen, Tri-Thanh Nguyen, Quang-Thuy Ha
      Pages 35-46

    6. Construction of Virtual Metrology Cloud Platform with Machine Learning Tools for Providing Factory-Wide Manufacturing Service

      • Tang-Hsuan O, Min-Hsiung Hung, Yu-Chuan Lin, Chao-Chun Chen
      Pages 47-59

    7. Data Collection for Natural Language Processing Systems

      • Patrik Hrkút, Štefan Toth, Michal Ďuračík, Matej Meško, Emil Kršák, Miroslava Mikušová
      Pages 60-70

    8. BDmark: A Blockchain-Driven Approach to Big Data Watermarking

      • Swagatika Sahoo, Rishu Roshan, Vikash Singh, Raju Halder
      Pages 71-84

    9. Efficient Approaches for House Pricing Prediction by Using Hybrid Machine Learning Algorithms

      • Sruthi Chiramel, Doina Logofătu, Jyoti Rawat, Christina Andersson
      Pages 85-94

    10. Design and Implementation of Business Intelligence Dashboard for Project Control at the Port Harbor-Company

      • Ford Lumban Gaol, Arsyan Syahir, Tokuro Matsuo
      Pages 95-105

  3. Industry Applications of Intelligent Methods and Systems

    1. Front Matter

      Pages 107-107
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    2. Association Rules Extraction Method for Semantic Query Processing Over Medical Big Data

      • Ling Wang, Jian Li, Tie Hua Zhou, Wen Qiang Liu
      Pages 109-120

    3. Popular Disease Topics Mining Method for Online Medical Community

      • Tie Hua Zhou, Wen Qiang Liu, Ling Wang, Jian Li
      Pages 121-132

    4. An Adaptive Algorithm for Multiple Part Families Manufacturing Selection in Reconfigurable Flow Lines

      • Masood Ashraf, Arkadiusz Gola, Faisal Hasan, Ali S. AlArjani
      Pages 133-144

    5. Time Series Analysis and Prediction of Geographically Separated Accident Data

      • Katherina Meißner, Florian Pal, Julia Rieck
      Pages 145-157

    6. Method of Defining Diagnostic Features to Monitor the Condition of the Belt Conveyor Gearbox with the Use of the Legged Inspection Robot

      • Pawel Stefaniak, Sergii Anufriiev
      Pages 158-167

    7. Road-Quality Classification and Motion Tracking with Inertial Sensors in the Deep Underground Mine

      • Pawel Stefaniak, Dawid Gawelski, Sergii Anufriiev, Paweł Śliwiński
      Pages 168-178

    8. Safe and Secure Software-Defined Networks for Smart Electricity Substations

      • Filip Holik, Matthew Broadbent, Mislav Findrik, Paul Smith, Nicholas Race
      Pages 179-191

    9. Industrial Network Protection by SDN-Based IPS with AI

      • Filip Holik, Petr Dolezel
      Pages 192-203
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Other volumes

  1. Intelligent Information and Database Systems

  2. Intelligent Information and Database Systems

  3. Intelligent Information and Database Systems

Keywords

About this book

This volume constitutes the refereed proceedings of the 12th Asian Conference on Intelligent Information and Database Systems, ACIIDS 2020, held in Phuket, Thailand, in March 2020. 

The total of 50 full papers accepted for publication in these proceedings were carefully reviewed and selected from 180 submissions. The papers are organized in the following topical sections: ​advanced big data, machine learning and data mining; industry applications of intelligent methods and systems; artificia intelligence, optimization, and databases in practical applications; intelligent applications of internet of things; recommendation and user centric applications of intelligent systems.



Editors and Affiliations

  • Kielce University of Technology, Kielce, Poland

    Paweł Sitek

  • Wrocław University of Science and Technology, Wrocław, Poland

    Marcin Pietranik, Marek Krótkiewicz

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

    Chutimet Srinilta

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