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Recent Challenges in Intelligent Information and Database Systems

14th Asian Conference, ACIIDS 2022, Ho Chi Minh City, Vietnam, November 28-30, 2022, Proceedings

  • Conference proceedings
  • © 2022

Overview

Editors:
  1. Edward Szczerbicki

    1. University of Newcastle Australia, Newcastle, Australia

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  2. Krystian Wojtkiewicz

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

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  3. Sinh Van Nguyen

    1. International University - VNU-HCM, Ho Chi Minh City, Vietnam

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  4. Marcin Pietranik

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

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  5. Marek Krótkiewicz

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

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Part of the book series: Communications in Computer and Information Science (CCIS, volume 1716)

Included in the following conference series:

Conference proceedings info: ACIIDS 2022.

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About this book

This book constitutes the refereed proceedings of the 14th Asian Conference on Intelligent Information and Database Systems, ACIIDS 2022, held in Ho Chi Minh City, Vietnam, in November 2022.  


​This volume contains 60 peer-reviewed papers selected for poster presentation from 406 submissions. Papers included in this volume cover the following topics: data mining and machine learning methods, advanced data mining techniques and applications, intelligent and contextual systems, natural language processing, network systems and applications, computational imaging and vision, decision support and control systems, and data modeling and processing for industry 4.0.

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Table of contents (58 papers)

  1. Front Matter

    Pages i-xxviii
    Download chapter PDF

  2. G-Fake: Tell Me How It is Shared and I Shall Tell You If It is Fake

    • Nawfal Abbassi Saber, Rachid Guerraoui, Anne-Marie Kermarrec, Alexandre Maurer
    Pages 1-13

  3. LDA+: An Extended LDA Model for Topic Hierarchy and Discovery

    • Amani Drissi, Ahmed Khemiri, Salma Sassi, Anis Tissaoui, Richard Chbeir, Abderrazek Jemai
    Pages 14-26

  4. Schema Formalism for Semantic Summary Based on Labeled Graph from Heterogeneous Data

    • Amal Beldi, Salma Sassi, Richard Chbeir, Abderrazak Jemai
    Pages 27-44

  5. Individual Source Camera Identification with Convolutional Neural Networks

    • Jarosław Bernacki, Kelton A. P. Costa, Rafał Scherer
    Pages 45-55

  6. Exploring the Effect of Vehicle Appearance and Motion for Natural Language-Based Vehicle Retrieval

    • Quang-Huy Can, Hong-Quan Nguyen, Thi-Ngoc-Diep Do, Hoai Phan, Thuy-Binh Nguyen, Thi Thanh Thuy Pham et al.
    Pages 56-68

  7. Shapley Additive Explanations for Text Classification and Sentiment Analysis of Internet Movie Database

    • Christine Dewi, Bing-Jun Tsai, Rung-Ching Chen
    Pages 69-80

  8. Explaining Predictive Scheduling in Cloud

    • Muhammad Fahimullah, Rohit Gupta, Shohreh Ahvar, Maria Trocan
    Pages 81-91

  9. Exploring Word Embedding for Arabic Sentiment Analysis

    • Sana Gayed, Souheyl Mallat, Mounir Zrigui
    Pages 92-101

  10. Improving Autoencoders Performance for Hyperspectral Unmixing Using Clustering

    • Bartosz Grabowski, Przemysław Głomb, Kamil Książek, Krisztián Buza
    Pages 102-121

  11. Data-Driven Resilient Supply Management Supported by Demand Forecasting

    • Marek Grzegorowski, Andrzej Janusz, Jarosław Litwin, Łukasz Marcinowski
    Pages 122-134

  12. Machine Learning-Based Recommender System for Tweeting Factory in Industry 5.0 Paradigm

    • Dariusz Gasior, Slawomir Lasota, Tomasz Kajdanowisz
    Pages 135-146

  13. Automated Late Fusion of Low Level Descriptors for Feature Extraction and Texture Classification Using Data Augmentation

    • Mohamed Hazgui, Haythem Ghazouani, Walid Barhoumi
    Pages 147-162

  14. Door-to-Door Sampling Service with Drone

    • Tran Thi Hue, Nguyen Quang Anh, Tran Van Thanh, Pham Phu Manh, Huynh Thi Thanh Binh, Nguyen Khanh Phuong
    Pages 163-175

  15. Error Investigation of Pre-trained BERTology Models on Vietnamese Natural Language Inference

    • Tin Van Huynh, Huy Quoc To, Kiet Van Nguyen, Ngan Luu-Thuy Nguyen
    Pages 176-188

  16. Supervised Learning Use to Acquire Knowledge from 2D Analytic Geometry Problems

    • Anca-Elena Iordan
    Pages 189-200

  17. Forecasting Cryptocurrency Price Fluctuations with Granger Causality Analysis

    • David L. John, Bela Stantic
    Pages 201-213

  18. Using Brain-Computer Interface (BCI) and Artificial Intelligence for EEG Signal Analysis

    • Jakub Kurczak, Katarzyna Białas, Rafal Chalupnik, Michał Kedziora
    Pages 214-226

  19. Predicting Metastasis-Free Survival Using Clinical Data in Non-small Cell Lung Cancer

    • Emilia Kozłowska, Monika Giglok, Iwona Dębosz-Suwińska, Rafał Suwiński, Andrzej Świerniak
    Pages 227-237

  20. Impact of Design Decisions on Performance of Embarrassingly Parallel .NET Database Application

    • Piotr Karwaczyński, Marcin Sitko, Sylwia Pietras, Bogdan Marczuk, Jan Kwiatkowski, Marius Fraś
    Pages 238-250
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Other volumes

  1. Intelligent Information and Database Systems

  2. Intelligent Information and Database Systems

  3. Recent Challenges in Intelligent Information and Database Systems

Editors and Affiliations

  • University of Newcastle Australia, Newcastle, Australia

    Edward Szczerbicki

  • Wrocław University of Science and Technology, Wrocław, Poland

    Krystian Wojtkiewicz, Marcin Pietranik, Marek Krótkiewicz

  • International University - VNU-HCM, Ho Chi Minh City, Vietnam

    Sinh Van Nguyen

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