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3rd EAI International Conference on Big Data Innovation for Sustainable Cognitive Computing / edited by Anandakumar Haldorai, Arulmurugan Ramu, Sudha Mohanram, Joan Lu

Contributor(s): Haldorai, Anandakumar, (1983-), editor literario | Ramu, Arulmurugan, editor literario | Mohanram, Sudha, editor literario | Lu, Joan, editor literario
Material type: materialTypeLabelE-bookSeries: (EAI/Springer Innovations in Communication and Computing, 2522-8609).Publisher: Cham : Springer International Publishing, 2022Edition: First edition 2022.Description: 1 recurso en línea (XII, 250 páginas) : 130 ilustraciones, 113 ilustraciones a color.ISBN: 9783030787509.Subject: Soft Computing -- Congresos y asambleas | Datos masivos -- Congresos y asambleasOnline resources: Acceso a este recurso digital (usuarios Universidad Europea de Madrid)Digital Resources
Contents:
1 A Hybrid Algorithm for Document Clustering Using Optimized Kernel Matrix and Unsupervised Constraints -- 2 A Multi-Objective Optimal Trajectory Planning for Autonomous Vehicles using Dragonfly Algorithm -- 3 A Novel Coherent Architecture for Traffic Signal Management in Internet of Things -- 4 Color-to-Grayscale conversion for images with non-uniform chromatic distribution using Multiple Regression -- 5 Concurrent Spatial Color Information Processing for Video Based Vehicle Detection Applications -- 6 Efficient Routing Strategies For Energy Management in Wireless Sensor Network -- 7 Emperor Penguin Optimization Algorithm and M-Treebased multi-constraint Mul-ticast Ad hoc On demand Distance Vector Routing Protocol for MANETs -- 8 Fog Assisted Real-Time Coronary Heart Disease Risk Detection in IoT Based Healthcare System -- 9 Food Demand Forecast For Online Food Delivery Service Using CatBoost Model -- 10 GLCM Feature Based Texture image classification using Support vector Machine -- 11 Improved Rider Optimization Algorithm-based Link Aware Fault Detection (IROA-LAFD) scheme for securing Mobile Ad Hoc Networks (MANETs) -- 12 Media Access Protocol for Wireless Sensor Network using Active Reception Scheme Based Energy Efficient Technique -- 13 Predictive Crime Analytics Using Linear Regression and K means -- 14 Reorganizing Virtual Machines as Docker Containers for Efficient Data Centers -- 15 Secured On Demand Adaptive Routing protocol for Data Transmission in IoT Environment -- 16 Service Measurement Index based Cloud Service Selection using Order Preference by Similarity to Ideal Solution based on Intuitionistic Fuzzy Values -- 17 Similarity analytics for semantic text using Natural Language Processing -- Author Index.
Summary: This book features the proceedings of The EAI International Conference on Big Data Innovation for Sustainable Cognitive Computing (BDCC 2020), which took place 18 - 19 December 2020. The papers feature detail on cognitive computing and its self-learning systems that use data mining, pattern recognition and natural language processing (NLP) to mirror the way the human brain works. This international conference focuses on technologies from knowledge representation techniques and natural language processing algorithms to dynamic learning approaches. Topics covered include Data Science for Cognitive Analysis, Real-Time Ubiquitous Data Science, Platform for Privacy Preserving Data Science, and Internet-Based Cognitive Platform.
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Holdings
Item type Current library Collection Call number Status Date due Barcode Item holds
LIBRO-E NO PRÉSTAMO LIBRO-E NO PRÉSTAMO Madrid Digital Acceso Electrónico (UEM) Ciencias e Ingeniería QA76.9 .S63 2022 EB (Browse shelf(Opens below)) Acceso electrónico eBook.01042224
Total holds: 0

1 A Hybrid Algorithm for Document Clustering Using Optimized Kernel Matrix and Unsupervised Constraints -- 2 A Multi-Objective Optimal Trajectory Planning for Autonomous Vehicles using Dragonfly Algorithm -- 3 A Novel Coherent Architecture for Traffic Signal Management in Internet of Things -- 4 Color-to-Grayscale conversion for images with non-uniform chromatic distribution using Multiple Regression -- 5 Concurrent Spatial Color Information Processing for Video Based Vehicle Detection Applications -- 6 Efficient Routing Strategies For Energy Management in Wireless Sensor Network -- 7 Emperor Penguin Optimization Algorithm and M-Treebased multi-constraint Mul-ticast Ad hoc On demand Distance Vector Routing Protocol for MANETs -- 8 Fog Assisted Real-Time Coronary Heart Disease Risk Detection in IoT Based Healthcare System -- 9 Food Demand Forecast For Online Food Delivery Service Using CatBoost Model -- 10 GLCM Feature Based Texture image classification using Support vector Machine -- 11 Improved Rider Optimization Algorithm-based Link Aware Fault Detection (IROA-LAFD) scheme for securing Mobile Ad Hoc Networks (MANETs) -- 12 Media Access Protocol for Wireless Sensor Network using Active Reception Scheme Based Energy Efficient Technique -- 13 Predictive Crime Analytics Using Linear Regression and K means -- 14 Reorganizing Virtual Machines as Docker Containers for Efficient Data Centers -- 15 Secured On Demand Adaptive Routing protocol for Data Transmission in IoT Environment -- 16 Service Measurement Index based Cloud Service Selection using Order Preference by Similarity to Ideal Solution based on Intuitionistic Fuzzy Values -- 17 Similarity analytics for semantic text using Natural Language Processing -- Author Index.

This book features the proceedings of The EAI International Conference on Big Data Innovation for Sustainable Cognitive Computing (BDCC 2020), which took place 18 - 19 December 2020. The papers feature detail on cognitive computing and its self-learning systems that use data mining, pattern recognition and natural language processing (NLP) to mirror the way the human brain works. This international conference focuses on technologies from knowledge representation techniques and natural language processing algorithms to dynamic learning approaches. Topics covered include Data Science for Cognitive Analysis, Real-Time Ubiquitous Data Science, Platform for Privacy Preserving Data Science, and Internet-Based Cognitive Platform.

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