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Asia Pacific Advanced Network [electronic resource] : 56th International Conference, APANConf 2023, Colombo, Sri Lanka, August 24-25, 2023, Revised Selected Papers / edited by Damayanthi Herath, Susumu Date, Upul Jayasinghe, Vijaykrishnan Narayanan, Roshan Ragel, Jilong Wang.

Contributor(s): Herath, Damayanthi [editor.] | Date, Susumu [editor.] | Jayasinghe, Upul [editor.] | Narayanan, Vijaykrishnan [editor.] | Ragel, Roshan [editor.] | Wang, Jilong [editor.] | SpringerLink (Online service).
Material type: materialTypeLabelBookSeries: Communications in Computer and Information Science: 1995Publisher: Cham : Springer Nature Switzerland : Imprint: Springer, 2024Edition: 1st ed. 2024.Description: X, 139 p. 86 illus., 74 illus. in color. online resource.Content type: text Media type: computer Carrier type: online resourceISBN: 9783031511356.Subject(s): Artificial intelligence | Artificial IntelligenceAdditional physical formats: Printed edition:: No title; Printed edition:: No titleDDC classification: 006.3 Online resources: Click here to access online
Contents:
Three-Dimensional Wireless Indoor Localization with Machine Learning Algorithms for Location-Based IoT Applications -- Illuminating the Roads: Night-To-Day Image Translation for Improved to Visibility at Night -- Predicting the Smear Conversion of Pulmonary Tuberculosis Patients Using Machine Learning -- Investigation on Cost - Sensitivity in EEG Based Confusion Emotion Recognition Systems Via Ensemble Learning -- Terminal Voltage Prediction of Solar-Wind Hybrid Systems with Time Series Decomposition: An Analysis and Comparative Study -- Early Prediction of Coronary Heart Disease Using Hybrid Machine Learning Models -- Design and Development of Real-Time IIoT for Multi-Cloud Factory Vehicle Monitoring System -- Towards True Decentralization: Development,Testing and Evaluation of a Novel Blockchain Consensus Protocol -- Control Plan Comparison of OpenDayLight and Open Network Operating System Controllers -- SRISC: Open Source Soft Processor Side Channel Analysis Attack Framework Using RISC-V -- From Opacity to Clarity: Leveraging XAI for Robust Network Traffic Classification. .
In: Springer Nature eBookSummary: This book constitutes the refereed proceedings of the 56th International Conference on Asia Pacific Advanced Network, APANConf 2023, held in, Colombo, Sri Lanka, during August 24-25, 2023. The 10 full papers and 1 short papers included in this book were carefully reviewed and selected from 37 submissions. They are organized in topical sections as follows: artificial intelligence and machine learning, accelerated computing and distributed systems and communications and networking.
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Three-Dimensional Wireless Indoor Localization with Machine Learning Algorithms for Location-Based IoT Applications -- Illuminating the Roads: Night-To-Day Image Translation for Improved to Visibility at Night -- Predicting the Smear Conversion of Pulmonary Tuberculosis Patients Using Machine Learning -- Investigation on Cost - Sensitivity in EEG Based Confusion Emotion Recognition Systems Via Ensemble Learning -- Terminal Voltage Prediction of Solar-Wind Hybrid Systems with Time Series Decomposition: An Analysis and Comparative Study -- Early Prediction of Coronary Heart Disease Using Hybrid Machine Learning Models -- Design and Development of Real-Time IIoT for Multi-Cloud Factory Vehicle Monitoring System -- Towards True Decentralization: Development,Testing and Evaluation of a Novel Blockchain Consensus Protocol -- Control Plan Comparison of OpenDayLight and Open Network Operating System Controllers -- SRISC: Open Source Soft Processor Side Channel Analysis Attack Framework Using RISC-V -- From Opacity to Clarity: Leveraging XAI for Robust Network Traffic Classification. .

This book constitutes the refereed proceedings of the 56th International Conference on Asia Pacific Advanced Network, APANConf 2023, held in, Colombo, Sri Lanka, during August 24-25, 2023. The 10 full papers and 1 short papers included in this book were carefully reviewed and selected from 37 submissions. They are organized in topical sections as follows: artificial intelligence and machine learning, accelerated computing and distributed systems and communications and networking.

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