國立高雄大學圖資館 |

Intelligent technologies and applicationsthird International Conference, INTAP 2020, Grimstad, Norway, September 28-30, 2020 : revised selected papers /

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	Intelligent technologies and applicationsedited by Sule Yildirim Yayilgan, Imran Sarwar Bajwa, Filippo Sanfilippo.
其他題名:	third International Conference, INTAP 2020, Grimstad, Norway, September 28-30, 2020 : revised selected papers /
其他題名:	INTAP 2020
其他作者:	Yildirim Yayilgan, Sule.
團體作者:
出版者:	Cham :Springer International Publishing :2021.
面頁冊數:	xiv, 418 p. :ill., digital ;24 cm.
Contained By:	Springer Nature eBook
標題:	Artificial intelligence
電子資源:	https://doi.org/10.1007/978-3-030-71711-7
ISBN:	9783030717117$q(electronic bk.)

Intelligent technologies and applicationsthird International Conference, INTAP 2020, Grimstad, Norway, September 28-30, 2020 : revised selected papers /
Intelligent technologies and applicationsthird International Conference, INTAP 2020, Grimstad, Norway, September 28-30, 2020 : revised selected papers /[electronic resource] :INTAP 2020edited by Sule Yildirim Yayilgan, Imran Sarwar Bajwa, Filippo Sanfilippo. - Cham :Springer International Publishing :2021. - xiv, 418 p. :ill., digital ;24 cm. - Communications in computer and information science,13821865-0929 ;. - Communications in computer and information science ;229..

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.

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.

ISBN: 9783030717117$q(electronic bk.)

Standard No.: 10.1007/978-3-030-71711-7doiSubjects--Topical Terms:

252958
Artificial intelligence

LC Class. No.: TK5105.52 / .I58 2020

Dewey Class. No.: 004.6

Intelligent technologies and applicationsthird International Conference, INTAP 2020, Grimstad, Norway, September 28-30, 2020 : revised selected papers /
LDR:04887nmm a2200349 a 4500 001 599272
003 DE-He213
005 20210314145149.0
006 m d
007 cr nn 008maaau
008 211027s2021 sz s 0 eng d
020 $a 9783030717117$q(electronic bk.)
020 $a 9783030717100$q(paper)
024 7 $a 10.1007/978-3-030-71711-7 $2 doi
035 $a 978-3-030-71711-7
040 $a GP $c GP
041 0 $a eng
050 4 $a TK5105.52 $b .I58 2020
072 7 $a UKN $2 bicssc
072 7 $a COM075000 $2 bisacsh
072 7 $a UKN $2 thema
082 0 4 $a 004.6 $2 23
090 $a TK5105.52 $b .I61 2020
111 2 $n (3rd : $d 1998 : $c Amsterdam, Netherlands) $3 194767
245 1 0 $a Intelligent technologies and applications $h [electronic resource] : $b third International Conference, INTAP 2020, Grimstad, Norway, September 28-30, 2020 : revised selected papers / $c edited by Sule Yildirim Yayilgan, Imran Sarwar Bajwa, Filippo Sanfilippo.
246 3 $a INTAP 2020
260 $a Cham : $b Springer International Publishing : $b Imprint: Springer, $c 2021.
300 $a xiv, 418 p. : $b ill., digital ; $c 24 cm.
490 1 $a Communications in computer and information science, $x 1865-0929 ; $v 1382
505 0 $a 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.
520 $a 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.
650 0 $a Artificial intelligence $3 252958
650 0 $a Image processing $v Congresses. $3 384485
650 0 $a Internet of things $x Security measures $v Congresses. $3 773751
650 0 $a Machine learning $v Congresses. $3 384498
650 1 4 $a Computer Communication Networks. $3 218087
650 2 4 $a Information Systems Applications (incl. Internet) $3 530743
650 2 4 $a Artificial Intelligence. $3 212515
650 2 4 $a Systems and Data Security. $3 274481
650 2 4 $a Image Processing and Computer Vision. $3 274051
700 1 $a Yildirim Yayilgan, Sule. $3 893408
700 1 $a Bajwa, Imran Sarwar. $3 543388
700 1 $a Sanfilippo, Filippo. $3 893409
710 2 $a SpringerLink (Online service) $3 273601
773 0 $t Springer Nature eBook
830 0 $a Communications in computer and information science ; $v 229. $3 547963
856 4 0 $u https://doi.org/10.1007/978-3-030-71711-7
950 $a Computer Science (SpringerNature-11645)