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Intelligent Technologies and Applications

Third International Conference, INTAP 2020, Gjøvik, Norway, September 28–30, 2020, Revised Selected Papers

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Conference proceedings info: INTAP 2020.

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Table of contents (34 papers)

  1. Front Matter

    Pages i-xiv
  2. Image, Video Processing and Analysis

    1. Front Matter

      Pages 1-1
    2. Classification and Segmentation Models for Hyperspectral Imaging - An Overview

      • Syed Taimoor Hussain Shah, Shahzad Ahmad Qureshi, Aziz ul Rehman, Syed Adil Hussain Shah, Jamal Hussain
      Pages 3-16
    3. Occupancy Flow Control - Case Study: Elevator Cabin

      • Dimitra Triantafyllou, Alexandros Kanlis, Stelios Krinidis, Georgios Stavropoulos, Dimosthenis Ioannidis, Iraklis Chatziparasidis et al.
      Pages 27-38
  3. Security and IoT

    1. Front Matter

      Pages 39-39
    2. Digital Forensic Readiness in IoT - A Risk Assessment Model

      • Alexander D. Forfot, Grethe Østby
      Pages 53-64
    3. An Optimized IoT-Based Waste Collection and Transportation Solution: A Case Study of a Norwegian Municipality

      • Wajeeha Nasar, Anniken Th. Karlsen, Ibrahim A. Hameed, Saumitra Dwivedi
      Pages 78-90
  4. Health and AI

    1. Front Matter

      Pages 91-91
    2. Machine Learning Based Methodology for Depressive Sentiment Analysis

      • Emaduddin Shah, Muhammad Kamran Ahsan, Ibtesam Mazahir
      Pages 93-99
    3. Simultaneous Artefact-Lesion Extraction for Skin Cancer Diagnosis

      • Michael Osadebey, Marius Pedersen, Dag Waaler
      Pages 100-112
  5. Deep Learning

    1. Front Matter

      Pages 125-125
    2. Interpretable Option Discovery Using Deep Q-Learning and Variational Autoencoders

      • Per-Arne Andersen, Morten Goodwin, Ole-Christoffer Granmo
      Pages 127-138
    3. Evaluating Predictive Deep Learning Models

      • Patrick Ribu Gorton, Kai Olav Ellefsen
      Pages 139-150
    4. Pre-trained CNN Based Deep Features with Hand-Crafted Features and Patient Data for Skin Lesion Classification

      • Sule Yildirim-Yayilgan, Blend Arifaj, Masoomeh Rahimpour, Jon Yngve Hardeberg, Lule Ahmedi
      Pages 151-162
    5. Data-Driven Machine Learning Approach for Human Action Recognition Using Skeleton and Optical Flow

      • Yen-Ting Lee, Thitinun Pengying, Sule Yildirim Yayilgan, Ogerta Elezaj
      Pages 163-175
  6. Biometrics

    1. Front Matter

      Pages 177-177

Other Volumes

  1. Intelligent Technologies and Applications

    Third International Conference, INTAP 2020, Grimstad, Norway, September 28–30, 2020, Revised Selected Papers

About this book

This book constitutes the refereed post-conference proceedings of the Third International Conference on Intelligent Technologies and Applications, INTAP 2020, held in Grimstad, Norway, in September 2020.

The 30 revised full papers and 4 revised short papers presented were carefully reviewed and selected from 117 submissions. The papers of this volume are organized in topical sections on image, video processing and analysis; security and IoT; health and AI; deep learning; biometrics; intelligent environments; intrusion and malware detection; and AIRLEAs.

Keywords

  • artificial intelligence
  • communication systems
  • computer networks
  • computer security
  • data security
  • image processing
  • intelligent environments
  • IoT
  • machine learning
  • multimedia communication
  • network protocols
  • network security
  • smart buildings
  • smart environments
  • social media analytics
  • software engineering
  • telecommunication networks
  • telecommunication systems
  • wireless telecommunication systems

Editors and Affiliations

  • NTNU, Gjøvik, Norway

    Sule Yildirim Yayilgan

  • The Islamia University of Bahawalpur, Punjab, Pakistan

    Imran Sarwar Bajwa

  • University of Agder, Kristiansand, Norway

    Filippo Sanfilippo

Bibliographic Information

Buying options

eBook
USD 89.00
Price excludes VAT (USA)
  • ISBN: 978-3-030-71711-7
  • Instant PDF download
  • Readable on all devices
  • Own it forever
  • Exclusive offer for individuals only
  • Tax calculation will be finalised during checkout
Softcover Book
USD 119.99
Price excludes VAT (USA)