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Author INTAP (Conference) (3rd : 2020 : Grimstad, Norway; Gjøvik, Norway)

Title Intelligent technologies and applications : third international conference, INTAP 2020, Grimstad, Norway, September 28-30, 2020 : revised selected papers / Sule Yildirim Yayilgan, Imran Sarwar Bajwa, Filippo Sanfilippo, (eds.)
Published Cham, Switzerland : Springer, [2021]

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Description 1 online resource (xiv, 418 pages) : illustrations
Series Communications in computer and information science, 1865-0937 ; 1382
Communications in computer and information science ; 1382. 1865-0937
Contents Image, Video Processing and Analysis. Classification and Segmentation Models for Hyperspectral Imaging: An Overview -- Exploring Circular Hough Transforms for Detecting Hand Feature Points in Noisy Images from Ghost-Circle Patterns -- Occupancy Flow Control: Case Study: Elevator Cabin -- Security and IoT. Protecting IoT Devices with Software-defined Networks -- Digital Forensic Readiness in IoT: a risk assessment model -- System Requirements of Software-defined IoT Networks for Critical Infrastructure -- An Optimized IoT-based Waste Collection and Transportation Solution: A Case Study of a Norwegian Municipality -- Health and AI. Machine Learning based methodology for Depressive Sentiment Analysis -- Simultaneous Artefact-Lesion Extraction for Skin Cancer Diagnosis -- A Statistical Study to Analyze the Impact of External Weather on Chronic Pulmonary Infection in South Norway with Machine Learning Algorithms -- Deep Learning. Interpretable Option Discovery using Deep Q-Learning and Variational Autoencoders -- Evaluating Predictive Deep Learning Models -- Pre-trained CNN based deep features with hand-crafted features and patient data for skin lesion classification -- Data-Driven Machine Learning Approach for Human Action Recognition Using Skeleton and Optical Flow -- Biometrics. Multilingual Voice Impersonation Dataset and Evaluation -- A Survey on Unknown Presentation Attack Detection for Fingerprint -- Hierarchical Interpolation of Imagenet features for Cross-dataset Presentation Attack Detection -- Cross-lingual Speaker Verification: Evaluation On X-Vector Method -- Fusion of Texture and Optical Flow using Convolutional Neural Networks for Gender Classification in Videos -- Intelligent Environments. A PM 2.5 Forecasting Model Based on Air Pollution and Meteorological Conditions in Neighboring Areas -- The Aquatic Surface Robot (AnSweR), a lightweight, low cost, multipurpose unmanned research vessel -- Intrusion and Malware Detection. Empirical Analysis of Data Mining Techniques in Network Intrusion Detection Systems -- Deep Neural Network based Malicious Network Activity Detection Under Adversarial Machine Learning Attacks -- Towards Low Cost and Smart Load Testing as a Service using Containers -- Security Guard: An Automated Secure Coding Framework -- The multi-objective feature selection in Android malware detection system -- AIRLEAs. Border Management Systems: How can they help against pandemics -- Translating Ethical Theory into Ethical Action: An Ethic of Responsibility Approach to Value-Oriented Design -- An Example of Privacy and Data Protection Best Practices for Biometrics Data Processing in Border Control: Lesson Learned from SMILE -- Unsupervised Single Image Super-Resolution using Cycle Generative Adversarial Network -- Criminal Network Community Detection in Social Media Forensics -- Data Privacy in IoT Equipped Future Smart Homes -- Machine Learning and the Legal Framework for the Use of Passenger Name Record Data -- Migration-Related Semantic Concepts for the Retrieval of Relevant Video Content
Summary 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
Notes "The present book includes accepted papers of the 3rd International Conference on Intelligent Technologies and Applications (INTAP 2020), held in Gjøvik, Norway during September 28-30, 2020, organized and hosted by NTNU, Norway and IEEE Norway. The conference was sponsored by the Research Council of Norway and EuroAI and was supported by IEEE Norway."--Preface
Description based on resource, viewed April 29, 2021
In Springer Nature eBook
Subject Artificial intelligence -- Congresses
Image processing -- Congresses
Internet of things -- Security measures -- Congresses
Machine learning -- Congresses
Computer networks.
Computer Communication Networks
Computer networks
Artificial intelligence
Image processing
Machine learning
Genre/Form proceedings (reports)
Conference papers and proceedings
Conference papers and proceedings.
Actes de congrès.
Form Electronic book
Author Yayilgan, Sule Yildirim, editor
Bajwa, Imran Sarwar, 1979- editor.
Sanfilippo, Filippo, editor
ISBN 9783030717117
3030717119
Other Titles INTAP 2020