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Hybrid Intelligent Systems

19th International Conference on Hybrid Intelligent Systems (HIS 2019) held in Bhopal, India, December 10-12, 2019

  • Conference proceedings
  • © 2021

Overview

Editors:
  1. Ajith Abraham

    1. Scientific Network for Innovation and Research Excellence, Machine Intelligence Research Labs (MIR), Auburn, USA

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  2. Shishir K. Shandilya

    1. School of Computer Science and Engineering, VIT Bhopal University, Bhopal, India

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  3. Laura Garcia-Hernandez

    1. Area of Project Engineering, University of Cordoba, Córdoba, Spain

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  4. Maria Leonilde Varela

    1. Escola de Engenharia, Universidade do Minho, Guimarães, Portugal

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  • Includes recent research on Hybrid Intelligent Systems
  • Gathers the proceedings of the 19th International Conference on Hybrid Intelligent Systems (HIS 2019), which was held in Bhopal, India, from December 10 to 12, 2019
  • Written by leading experts in the field

Part of the book series: Advances in Intelligent Systems and Computing (AISC, volume 1179)

Included in the following conference series:

Conference proceedings info: HIS 2019.

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Table of contents (43 papers)

  1. Front Matter

    Pages i-xiv
    Download chapter PDF

  2. Dimension Reduction with Extraction Methods (Principal Component Analysis - Self Organizing Map - Isometric Mapping) in Indonesian Language Text Documents Clustering

    • Muhammad Ihsan Jambak, Ahmad Ikrom Izzuddin Jambak, Rahmad Tirta Febrianto, Danny Matthew Saputra, Muhammad Irfan Jambak
    Pages 1-9

  3. Reducing Data Volume in Instance Based Learning

    • Maria Do Carmo Nicoletti, Luis Andre Claudiano
    Pages 10-20

  4. State Estimation of Moving Vehicle Using Extended Kalman Filter: A Cyber Physical Aspect

    • Ankur Jain, Binoy Krishna Roy
    Pages 21-30

  5. ADAL System: Aspect Detection for Arabic Language

    • Sana Trigui, Ines Boujelben, Salma Jamoussi, Yassine Ben Ayed
    Pages 31-40

  6. Modelling, Analysis and Simulation of a Patient Admission Problem: A Social Network Approach

    • Veera Babu Ramakurthi, Vijayakumar Manupati, Suraj Panigrahi, M. L. R. Varela, Goran Putnik, P. S. C. Bose
    Pages 41-51

  7. Short-Term Load Forecasting: An Intelligent Approach Based on Recurrent Neural Network

    • Atul Patel, Monidipa Das, Soumya K. Ghosh
    Pages 52-62

  8. Design and Analysis of Anti-windup Techniques for Anti-lock Braking System

    • Prangshu Saikia, Ankur Jain
    Pages 63-71

  9. Wind-Power Intra-day Statistical Predictions Using Sum PDE Models of Polynomial Networks Combining the PDE Decomposition with Operational Calculus Transforms

    • Ladislav Zjavka, Václav Snášel, Ajith Abraham
    Pages 72-82

  10. Heterogeneous Engineering in Intelligent Logistics

    • Yury Iskanderov, Mikhail Pautov
    Pages 83-91

  11. Extracting Unknown Repeated Pattern in Tiled Images

    • Prasanga Neupane, Archana Tuladhar, Shreeniwas Sharma, Ravi Tamang
    Pages 92-102

  12. Convolutional Deep Learning Network for Handwritten Arabic Script Recognition

    • Mohamed Elleuch, Monji Kherallah
    Pages 103-112

  13. Diversity in Recommendation System: A Cluster Based Approach

    • Naina Yadav, Rajesh Kumar Mundotiya, Anil Kumar Singh, Sukomal Pal
    Pages 113-122

  14. Contribution on Arabic Handwriting Recognition Using Deep Neural Network

    • Zouhaira Noubigh, Anis Mezghani, Monji Kherallah
    Pages 123-133

  15. Analyzing and Enhancing Processing Speed of K-Medoid Algorithm Using Efficient Large Scale Processing Frameworks

    • Ayshwarya Jaiswal, Vijay Kumar Dwivedi, Om. Prakash Yadav
    Pages 134-144

  16. Multiple Criteria Fake Reviews Detection Based on Spammers’ Indicators Within the Belief Function Theory

    • Malika Ben Khalifa, Zied Elouedi, Eric Lefèvre
    Pages 145-155

  17. Data Clustering Using Environmental Adaptation Method

    • Tribhuvan Singh, Krishn Kumar Mishra, Ranvijay
    Pages 156-164

  18. Soft Computing, Data Mining, and Machine Learning Approaches in Detection of Heart Disease: A Review

    • Keshav Srivastava, Dilip Kumar Choubey
    Pages 165-175

  19. A Novel CAD System for Breast DCE-MRI Based on Textural Analysis Using Several Machine Learning Methods

    • Raouia Mokni, Norhene Gargouri, Alima Damak, Dorra Sellami, Wiem Feki, Zaineb Mnif
    Pages 176-187

  20. An Adversarial Learning Mechanism for Dealing with the Class-Imbalance Problem in Land-Cover Classification

    • Shounak Chakraborty, Indrajit Kalita, Moumita Roy
    Pages 188-196
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Other volumes

  1. Hybrid Intelligent Systems

Keywords

About this book

This book highlights the recent research on hybrid intelligent systems and their various practical applications. It presents 34 selected papers from the 18th International Conference on Hybrid Intelligent Systems (HIS 2019) and 9 papers from the 15th International Conference on Information Assurance and Security (IAS 2019), which was held at VIT Bhopal University, India, from December 10 to 12, 2019. A premier conference in the field of artificial intelligence, HIS - IAS 2019 brought together researchers, engineers and practitioners whose work involves intelligent systems, network security and their applications in industry. Including contributions by authors from 20 countries, the book offers a valuable reference guide for all researchers, students and practitioners in the fields of Computer Science and Engineering.

Editors and Affiliations

  • Scientific Network for Innovation and Research Excellence, Machine Intelligence Research Labs (MIR), Auburn, USA

    Ajith Abraham

  • School of Computer Science and Engineering, VIT Bhopal University, Bhopal, India

    Shishir K. Shandilya

  • Area of Project Engineering, University of Cordoba, Córdoba, Spain

    Laura Garcia-Hernandez

  • Escola de Engenharia, Universidade do Minho, Guimarães, Portugal

    Maria Leonilde Varela

Bibliographic Information

  • Book Title: Hybrid Intelligent Systems

  • Book Subtitle: 19th International Conference on Hybrid Intelligent Systems (HIS 2019) held in Bhopal, India, December 10-12, 2019

  • Editors: Ajith Abraham, Shishir K. Shandilya, Laura Garcia-Hernandez, Maria Leonilde Varela

  • Series Title: Advances in Intelligent Systems and Computing

  • DOI: https://doi.org/10.1007/978-3-030-49336-3

  • Publisher: Springer Cham

  • eBook Packages: Intelligent Technologies and Robotics, Intelligent Technologies and Robotics (R0)

  • Copyright Information: The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerland AG 2021

  • Softcover ISBN: 978-3-030-49335-6Published: 13 August 2020

  • eBook ISBN: 978-3-030-49336-3Published: 12 August 2020

  • Series ISSN: 2194-5357

  • Series E-ISSN: 2194-5365

  • Edition Number: 1

  • Number of Pages: XIV, 456

  • Number of Illustrations: 62 b/w illustrations, 117 illustrations in colour

  • Topics: Computational Intelligence, Artificial Intelligence

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