Overview
- Editors:
- Edward Szczerbicki ORCID:https://orcid.org/0000-0001-7794-28620,
- Krystian Wojtkiewicz ORCID:https://orcid.org/0000-0002-7851-43301,
- Sinh Van Nguyen ORCID:https://orcid.org/0000-0003-0424-55422,
- Marcin Pietranik ORCID:https://orcid.org/0000-0003-4255-889X3,
- …
- Marek Krótkiewicz ORCID:https://orcid.org/0000-0002-3512-739X4
- Edward Szczerbicki
University of Newcastle Australia, Newcastle, Australia
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- Krystian Wojtkiewicz
Wrocław University of Science and Technology, Wrocław, Poland
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- Sinh Van Nguyen
International University - VNU-HCM, Ho Chi Minh City, Vietnam
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- Marcin Pietranik
Wrocław University of Science and Technology, Wrocław, Poland
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- Marek Krótkiewicz
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 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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Keywords
- artificial intelligence
- computational linguistics
- computer vision
- correlation analysis
- data mining
- data security
- databases
- Human-Computer Interaction (HCI)
- image analysis
- image processing
- information retrieval
- machine learning
- Natural Language Processing (NLP)
- natural languages
- neural networks
- semantics
- signal processing
- user interfaces
Table of contents (58 papers)
Front Matter
Pages i-xxviiiG-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 1-13LDA+: An Extended LDA Model for Topic Hierarchy and Discovery
- Amani Drissi, Ahmed Khemiri, Salma Sassi, Anis Tissaoui, Richard Chbeir, Abderrazek Jemai
Pages 14-26Schema Formalism for Semantic Summary Based on Labeled Graph from Heterogeneous Data
- Amal Beldi, Salma Sassi, Richard Chbeir, Abderrazak Jemai
Pages 27-44Individual Source Camera Identification with Convolutional Neural Networks
- Jarosław Bernacki, Kelton A. P. Costa, Rafał Scherer
Pages 45-55Exploring 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 56-68Shapley Additive Explanations for Text Classification and Sentiment Analysis of Internet Movie Database
- Christine Dewi, Bing-Jun Tsai, Rung-Ching Chen
Pages 69-80Explaining Predictive Scheduling in Cloud
- Muhammad Fahimullah, Rohit Gupta, Shohreh Ahvar, Maria Trocan
Pages 81-91Exploring Word Embedding for Arabic Sentiment Analysis
- Sana Gayed, Souheyl Mallat, Mounir Zrigui
Pages 92-101Improving Autoencoders Performance for Hyperspectral Unmixing Using Clustering
- Bartosz Grabowski, Przemysław Głomb, Kamil Książek, Krisztián Buza
Pages 102-121Data-Driven Resilient Supply Management Supported by Demand Forecasting
- Marek Grzegorowski, Andrzej Janusz, Jarosław Litwin, Łukasz Marcinowski
Pages 122-134Machine Learning-Based Recommender System for Tweeting Factory in Industry 5.0 Paradigm
- Dariusz Gasior, Slawomir Lasota, Tomasz Kajdanowisz
Pages 135-146Automated Late Fusion of Low Level Descriptors for Feature Extraction and Texture Classification Using Data Augmentation
- Mohamed Hazgui, Haythem Ghazouani, Walid Barhoumi
Pages 147-162Door-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 163-175Error 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 176-188Supervised Learning Use to Acquire Knowledge from 2D Analytic Geometry Problems
- Anca-Elena Iordan
Pages 189-200Forecasting Cryptocurrency Price Fluctuations with Granger Causality Analysis
- David L. John, Bela Stantic
Pages 201-213Using Brain-Computer Interface (BCI) and Artificial Intelligence for EEG Signal Analysis
- Jakub Kurczak, Katarzyna Białas, Rafal Chalupnik, Michał Kedziora
Pages 214-226Predicting Metastasis-Free Survival Using Clinical Data in Non-small Cell Lung Cancer
- Emilia Kozłowska, Monika Giglok, Iwona Dębosz-Suwińska, Rafał Suwiński, Andrzej Świerniak
Pages 227-237Impact 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
Other volumes
Intelligent Information and Database Systems
Intelligent Information and Database Systems
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
Bibliographic Information
Book Title:Recent Challenges in Intelligent Information and Database Systems
Book Subtitle:14th Asian Conference, ACIIDS 2022, Ho Chi Minh City, Vietnam, November 28-30, 2022, Proceedings
Editors:Edward Szczerbicki, Krystian Wojtkiewicz, Sinh Van Nguyen, Marcin Pietranik, Marek Krótkiewicz
Series Title:Communications in Computer and Information Science
DOI:https://doi.org/10.1007/978-981-19-8234-7
Publisher:Springer Singapore
eBook Packages:Computer Science,Computer Science (R0)
Copyright Information:The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Singapore Pte Ltd. 2022
Softcover ISBN:978-981-19-8233-0Published: 24 November 2022
eBook ISBN:978-981-19-8234-7Published: 23 November 2022
Series ISSN: 1865-0929
Series E-ISSN: 1865-0937
Edition Number:1
Number of Pages:XXVIII, 765
Number of Illustrations:69 b/w illustrations, 234 illustrations in colour
Topics:Artificial Intelligence,Information Systems and Communication Service,Computer Communication Networks,Computer Imaging, Vision, Pattern Recognition and Graphics,Computers and Education,Computer Appl. in Social and Behavioral Sciences