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Intelligent Systems and Applications

Proceedings of the 2022 Intelligent Systems Conference (IntelliSys) Volume 1

  • Conference proceedings
  • © 2023

Overview

Editors:
  1. Kohei Arai

    1. Saga University, Saga, Japan

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  • Presents recent research in intelligent systems and applications
  • Gathers the proceedings of the Intelligent Systems Conference 2022 (IntelliSys 2022) held in Amsterdam
  • Focuses on various areas of intelligent systems and artificial intelligence and how they apply to the real world

Part of the book series: Lecture Notes in Networks and Systems (LNNS, volume 542)

Included in the following conference series:

Conference proceedings info: IntelliSys 2022.

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Table of contents (57 papers)

  1. Front Matter

    Pages i-xii
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  2. Anomaly-Based Risk Detection Using Digital News Articles

    • Andreas Pointner, Eva-Maria Spitzer, Oliver Krauss, Andreas Stöckl
    Pages 1-16

  3. Robust Rule Based Neural Network Using Arithmetic Fuzzy Inference System

    • József Dombi, Abrar Hussain
    Pages 17-36

  4. A Hierarchical Approach for Spanish Sign Language Recognition: From Weak Classification to Robust Recognition System

    • Itsaso Rodríguez-Moreno, José María Martínez-Otzeta, Basilio Sierra
    Pages 37-53

  5. Deontic Sentence Classification Using Tree Kernel Classifiers

    • Davide Liga, Monica Palmirani
    Pages 54-73

  6. Sparse Distributed Memory for Sparse Distributed Data

    • Ruslan Vdovychenko, Vadim Tulchinsky
    Pages 74-81

  7. Quantum Displacements Dictated by Machine Learning Principles: Towards Optimization of Quantum Paths

    • Huber Nieto-Chaupis
    Pages 82-96

  8. A Semi-supervised Vulnerability Management System

    • Soumyadeep Ghosh, Sourojit Bhaduri, Sanjay Kumar, Janu Verma, Yatin Katyal, Ankur Saraswat
    Pages 97-113

  9. Evaluation of Deep Learning Techniques in Human Activity Recognition

    • Tiago Mendes, Nuno Pombo
    Pages 114-123

  10. Siamese Neural Network for Labeling Severity of Ulcerative Colitis Video Colonoscopy: A Thick Data Approach

    • Jinan Fiaidhi, Sabah Mohammed, Petros Zezos
    Pages 124-135

  11. Self-supervised Contrastive Learning for Predicting Game Strategies

    • Young Jae Lee, Insung Baek, Uk Jo, Jaehoon Kim, Jinsoo Bae, Keewon Jeong et al.
    Pages 136-147

  12. Stochastic Feed-forward Attention Mechanism for Reliable Defect Classification and Interpretation

    • Jiyoon Lee, Chunghyup Mok, Sanghoon Kim, Seokho Moon, Seo-Yeon Kim, Seoung Bum Kim
    Pages 148-158

  13. Bregman Divergencies, Triangle Inequality, and Maximum Likelihood Estimates for Normal Mixtures

    • Bernd-Jürgen Falkowski
    Pages 159-166

  14. Self-supervised Learning for Predicting Invisible Enemy Information in StarCraft II

    • Insung Baek, Jinsoo Bae, Keewon Jeong, Young Jae Lee, Uk Jo, Jaehoon Kim et al.
    Pages 167-172

  15. Measuring Robot System Agility: Ontology, System Theoretical Formulation and Benchmarking

    • Attila Vidács, Géza Szabó, Marcell Balogh
    Pages 173-191

  16. A New Adoption of Cloud Computing Model for Saudi Arabian SMEs (ACCM-SME)

    • Mohammed Alqahtani, Natalia Beloff, Martin White
    Pages 192-210

  17. A New Approach for Optimal Selection of Features for Classification Based on Rough Sets, Evolution and Neural Networks

    • Eddy Torres-Constante, Julio Ibarra-Fiallo, Monserrate Intriago-Pazmiño
    Pages 211-225

  18. An Unexpected Connection from Our Personalized Medicine Approach to Bipolar Depression Forecasting

    • Milena B. ÄŒukić, Pavel Llamocca, Victoria Lopez
    Pages 226-235

  19. Real-Time Parallel Processing of Vibration Signals Using FPGA Technology

    • Bogdan Popa, Dan SeliÈ™teanu, Ion Marian Popescu
    Pages 236-257

  20. Robust Control Design Solution for a Permanent Magnet Synchronous Generator of a Wind Turbine Model

    • Silvio Simani, Edy Ayala
    Pages 258-270
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Other volumes

  1. Intelligent Systems and Applications

  2. Intelligent Systems and Applications

  3. Intelligent Systems and Applications

Keywords

About this book

This book is a remarkable collection of chapters covering a wide domain of topics related to artificial intelligence and its applications to the real world. The conference attracted a total of 494 submissions from many academic pioneering researchers, scientists, industrial engineers, and students from all around the world. These submissions underwent a double-blind peer-reviewed process. Of the total submissions, 176 submissions have been selected to be included in these proceedings.

It is difficult to imagine how artificial intelligence has become an inseparable part of our life. From mobile phones, smart watches, washing machines to smart homes, smart cars, and smart industries, artificial intelligence has helped to revolutionize the whole globe. As we witness exponential growth of computational intelligence in several directions and use of intelligent systems in everyday applications, this book is an ideal resource for reporting latest innovations and future of AI. Distinguished researchers have made valuable studies to understand the various bottlenecks existing in different arenas and how they can be overcome with the use of intelligent systems. This book also provides new directions and dimensions of future research work.

We hope that readers find the volume interesting and valuable.

Editors and Affiliations

  • Saga University, Saga, Japan

    Kohei Arai

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