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Intelligent Technologies and Applications

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

  • Conference proceedings
  • © 2021

Overview

Editors:
  1. Sule Yildirim Yayilgan

    1. NTNU, Gjøvik, Norway

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  2. Imran Sarwar Bajwa

    1. The Islamia University of Bahawalpur, Punjab, Pakistan

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    You can also search for this editor in PubMed   Google Scholar

  3. Filippo Sanfilippo

    1. University of Agder, Kristiansand, Norway

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Part of the book series: Communications in Computer and Information Science (CCIS, volume 1382)

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Conference proceedings info: INTAP 2020.

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Table of contents (35 papers)

  1. Front Matter

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

    1. Front Matter

      Pages 1-1
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    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. Exploring Circular Hough Transforms for Detecting Hand Feature Points in Noisy Images from Ghost-Circle Patterns

      • Frode Eika Sandnes
      Pages 17-26

    4. 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
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    2. Protecting IoT Devices with Software-Defined Networks

      • Filip Holik
      Pages 41-52

    3. Digital Forensic Readiness in IoT - A Risk Assessment Model

      • Alexander D. Forfot, Grethe Østby
      Pages 53-64

    4. System Requirements of Software-Defined IoT Networks for Critical Infrastructure

      • Filip Holik
      Pages 65-77

    5. 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
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    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

    4. A Statistical Study to Analyze the Impact of External Weather Change on Chronic Pulmonary Infection in South Norway with Machine Learning Algorithms

      • Ayan Chatterjee, Martin W. Gerdes, Andreas Prinz, Santiago Martinez
      Pages 113-124

  5. Deep Learning

    1. Front Matter

      Pages 125-125
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    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
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Other volumes

  1. Intelligent Technologies and Applications

Keywords

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.

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

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