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_aIntelligent Technologies and Applications _h[electronic resource] : _bThird International Conference, INTAP 2020, Gjøvik, Norway, September 28–30, 2020, Revised Selected Papers / _cedited by Sule Yildirim Yayilgan, Imran Sarwar Bajwa, Filippo Sanfilippo. |
250 | _a1st ed. 2021. | ||
264 | 1 |
_aCham : _bSpringer International Publishing : _bImprint: Springer, _c2021. |
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300 |
_aXIV, 418 p. 134 illus., 113 illus. in color. _bonline resource. |
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_aonline resource _bcr _2rdacarrier |
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490 | 1 |
_aCommunications in Computer and Information Science, _x1865-0937 ; _v1382 |
|
505 | 0 | _aImage, 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 usingDeep 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 PassengerName Record Data -- Migration-Related Semantic Concepts for the Retrieval of Relevant Video Content. | |
520 | _aThis 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 | _aComputer networks . | |
650 | 0 | _aApplication software. | |
650 | 0 | _aArtificial intelligence. | |
650 | 0 | _aData protection. | |
650 | 0 | _aComputer vision. | |
650 | 1 | 4 | _aComputer Communication Networks. |
650 | 2 | 4 | _aComputer and Information Systems Applications. |
650 | 2 | 4 | _aArtificial Intelligence. |
650 | 2 | 4 | _aData and Information Security. |
650 | 2 | 4 | _aComputer Vision. |
700 | 1 |
_aYildirim Yayilgan, Sule. _eeditor. _4edt _4http://id.loc.gov/vocabulary/relators/edt |
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700 | 1 |
_aBajwa, Imran Sarwar. _eeditor. _4edt _4http://id.loc.gov/vocabulary/relators/edt |
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700 | 1 |
_aSanfilippo, Filippo. _eeditor. _4edt _4http://id.loc.gov/vocabulary/relators/edt |
|
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773 | 0 | _tSpringer Nature eBook | |
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_iPrinted edition: _z9783030717100 |
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_iPrinted edition: _z9783030717124 |
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