| Description |
1 online resource (xvii, 512 pages) : illustrations (some color) |
| Series |
Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering ; 287 |
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Lecture notes of the Institute for Computer Sciences, Social Informatics, and Telecommunications Engineering ; 287.
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| Contents |
Intro; Preface; Organization; Contents -- Part II; Contents -- Part I; Security with Deep Learning for Communications and Networks; VITEC: A Violence Detection Framework; Abstract; 1 Introduction; 2 Research in Violence Detection; 3 VITEC Framework; 3.1 Primary and Secondary Agents; 3.2 Personal Safety Network; 3.3 Notifications; 3.4 Context and Sensor Data; 4 The VITEC Service Platform and Business Concept; 5 Social Contributions of VITEC; 6 Potential Future Research; 7 Discussions and Conclusions; Acknowledgment; References |
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Software Defect Prediction Model Based on Stacked Denoising Auto-EncoderAbstract; 1 Introduction; 2 Software Defect Prediction Model Based on SDAE; 2.1 Data Preprocessing Method Based on SMOTE Algorithm; 2.2 Stacked Denoising Auto-encoder; 3 Experiments and Results; 3.1 Data Preprocessing Based on SMOTE Algorithm; 3.2 Data Prediction Based on SDAE; 4 Summary; References; Deep & Cross Network for Software-Intensive System Fault Prediction; Abstract; 1 Introduction; 2 Related Work; 3 Fault Prediction in a Software-Intensive System; 3.1 Fault Characteristics; 3.2 Fault Factors |
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3.3 Features and Feature Combination4 Model Structure; 5 Experiments and Results; 6 Summary; Acknowledgement; References; Research on Evaluation Method of Cooperative Jamming Effect in Cognitive Confrontation; Abstract; 1 Introduction; 2 Synergistic Jamming Membership Function; 2.1 Jamming Power Membership Function; 2.2 Jamming Frequency Membership Function; 2.3 Jamming Timing Membership Function; 2.4 Jamming Style Membership Function; 3 The Model of Collaborative Jamming Effect Evaluation; 3.1 Effectiveness Evaluation Based on Radar Discovery Probability |
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3.2 Effectiveness Evaluation Based on Radar Positioning Accuracy4 Simulation Analysis; 5 Conclusion; Acknowledgment; References; Navigation Performance Comparison of ACE-BOC Signal and TD-AltBOC Signal; Abstract; 1 Introduction; 2 ACE-BOC Modulated Signal and TD-AltBOC Modulated Signal; 2.1 ACE-BOC Modulated Signal Definition and Spectrum; 2.2 TD-AltBOC Modulated Signal Definition and Spectrum; 2.3 Comparison of ACE-BOC Modulated Signal Spectrum and TD-AltBOC Modulated Signal Spectrum; 3 Analysis Method of Navigation Performance of Satellite Navigation Signal |
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3.1 Pseudo-Code Tracking Accuracy3.2 Anti-multipath Capability; 3.3 Anti-jamming Capability; 3.4 Compatibility; 4 Analysis of Navigation Performance of the ACE-BOC Modulation Signal and the TD-AltBOC Modulation Signal; 4.1 Pseudo-Code Tracking Accuracy; 4.2 Anti-multipath Capability; 4.3 Anti-jamming Capability; 4.4 Compatibility; 5 Conclusion; References; A Video-Selection-Encryption Privacy Protection Scheme Based on Machine Learning in Smart Home Environment; Abstract; 1 Introduction; 2 Related Works and Knowledge; 2.1 Related Works; 2.2 Machine Learning; 2.3 HEVC |
| Summary |
This two-volume set LNICST 286-287 constitutes the post-conference proceedings of the First EAI International Conference on Artificial Intelligence for Communications and Networks, AICON 2019, held in Harbin, China, in May 2019. The 93 full papers were carefully reviewed and selected from 152 submissions. The papers are organized in topical sections on artificial intelligence, mobile network, deep learning, machine learning, wireless communication, cognitive radio, internet of things, big data, communication system, pattern recognition, channel model, beamforming, signal processing, 5G, mobile management, resource management, wireless position |
| Bibliography |
Includes bibliographical references and author index |
| Notes |
International conference proceedings |
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Online resource (SpringerLink, viewed July 31, 2019) |
| Subject |
Artificial intelligence -- Congresses
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Artificial intelligence
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| Genre/Form |
proceedings (reports)
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Conference papers and proceedings
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Conference papers and proceedings.
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Actes de congrès.
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| Form |
Electronic book
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| Author |
Han, Shuai, editor
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Ye, Liang, editor
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Meng, Weixiao, editor
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| ISBN |
9783030229719 |
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3030229718 |
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