| TÃtulo : |
4th International Conference, MLICOM 2019, Nanjing, China, August 24–25, 2019, Proceedings |
| Tipo de documento: |
documento electrónico |
| Autores: |
Zhai, Xiangping Bryce, ; Chen, Bing, ; Zhu, Kun, |
| Mención de edición: |
1 ed. |
| Editorial: |
[s.l.] : Springer |
| Fecha de publicación: |
2019 |
| Número de páginas: |
XVI, 795 p. 366 ilustraciones, 259 ilustraciones en color. |
| ISBN/ISSN/DL: |
978-3-030-32388-2 |
| Nota general: |
Libro disponible en la plataforma SpringerLink. Descarga y lectura en formatos PDF, HTML y ePub. Descarga completa o por capítulos. |
| Palabras clave: |
Red de computadoras Inteligencia artificial Simulación por ordenador Redes de comunicación informática Modelado por computadora |
| Ãndice Dewey: |
004.6 Ciencia de los computadores (Interfaces y comunicaciones) |
| Resumen: |
Este volumen constituye las actas arbitradas posteriores a la conferencia de la Cuarta Conferencia Internacional sobre Aprendizaje Automático y Comunicaciones Inteligentes, MLICOM 2019, celebrada en Nanjing, China, en agosto de 2019. Los 65 artÃculos completos revisados ​​fueron cuidadosamente seleccionados entre 114 presentaciones. Los artÃculos están organizados temáticamente en aprendizaje automático, posicionamiento y navegación inteligentes, seguridad y procesamiento multimedia inteligente, seguridad y redes móviles inalámbricas, radio cognitiva y redes inteligentes, IoT, comunicaciones y redes inteligentes por satélite, comunicación ecológica y redes inteligentes, ad-hoc y redes de sensores, asignación de recursos en redes inalámbricas y en la nube, procesamiento de señales en comunicaciones inalámbricas y ópticas, y comunicaciones y redes cooperativas inteligentes. |
| Nota de contenido: |
Wireless Networks -- High-Dimensional Data Anomaly Detection Framework Based on Feature Extraction of Elastic Network -- A Drone Formation Transformation Approach -- The principle and design of Separate fingerprint identification system LTE antenna port number detection algorithm based on channel estimation and piecewise linear regression -- Topology Sensing in Wireless Networks by Leveraging Symmetrical Connectivity -- Multi-destination two-hop untrusted AF relay networks with destination-aided cooperative jamming -- Secrecy Sum Rate for Two-way Untrusted Relay in SCMA Networks -- Improving complex network controllability via link prediction -- Communications -- Rectangular waveguide design optimization by sequential nonlinear programming and genetic algorithm -- Noise Reduction in Network Embedding -- Indoor localization Based on Centroid Constraints of AP Quadrilateral Networks -- Partially Overlapping Channel Selection in Jamming Environment: A Hierarchical Learning Approach -- A Q-Learning-based Channel Selection and Data Scheduling Approach for High-frequency Communications in Jamming Environment -- RFID Indoor Location Based on Optimized Generalized Regression Neural Network -- Beacon in the Air: Optimizing Data Delivery for Wireless -- Energy Powered UAVs -- Power Optimization in Wireless Powered based Mobile -- Edge Computing -- Big Data and Internet of Things -- Predicting Socio-economic Levels of Individuals via App -- Usage Records -- Multiple Task Assignment for Cooperating Homogeneous -- Unmanned Aerial Vehicles -- Design of Overall Framework of Self-Service Big Data -- Governance for Power Grid -- Data cleaning Based on Multi-sensor Spatiotemporal Correlation -- Distributed Hierarchical Fault Diagnosis Based on Sparse Auto-encoder and Random Forest -- A Data Quality Improvement Method Based on the Greedy Algorithm -- Research of Lightweight Encryption Algorithm Based on AES and Chaotic Sequences for Narrow-Band Internet of Things -- Energy Efficiency Maximization for Green Cognitive Internet of Things with Energy Harvesting -- Smart Internet of Things -- A smart wearable device for preventing indoor electric shock hazards -- A VLP approach based on a single LED lamp -- A Method of Calculating the Semantic Similarity between English and Chinese Concepts -- A Bicycle-borne Sensor Node for Monitoring Air Pollution based on NB-IoT -- Power Beacons Deployment in Wireless Powered Communication with Truncated Poisson Cluster Process -- Mobile Edge Computing-Enabled Resource Allocation for Ultra-Reliable and Low-Latency Communications -- A Bayesian Method for Link Prediction with Considering Path Information -- Identifying sources of random walk-based epidemic spreading in networks -- Design of intelligent lighting system for office workplace based on ZigBee Technology -- Machine Learning -- Active Sampling Based on MMD for Model Adaptation -- Optimal Dwell Time for Frequency Hopping in a Stackelberg Game with a Smart Jammer -- An Active Noise Correction Graph Embedding Method -- Applications of Machine Learning -- Trajectory Data for Demand Analysis -- Reinforcement Learning for HEVC Screen Content Intra. |
| En lÃnea: |
https://link-springer-com.biblioproxy.umanizales.edu.co/referencework/10.1007/97 [...] |
| Link: |
https://biblioteca.umanizales.edu.co/ils/opac_css/index.php?lvl=notice_display&i |
4th International Conference, MLICOM 2019, Nanjing, China, August 24–25, 2019, Proceedings [documento electrónico] / Zhai, Xiangping Bryce, ; Chen, Bing, ; Zhu, Kun, . - 1 ed. . - [s.l.] : Springer, 2019 . - XVI, 795 p. 366 ilustraciones, 259 ilustraciones en color. ISBN : 978-3-030-32388-2 Libro disponible en la plataforma SpringerLink. Descarga y lectura en formatos PDF, HTML y ePub. Descarga completa o por capítulos.
| Palabras clave: |
Red de computadoras Inteligencia artificial Simulación por ordenador Redes de comunicación informática Modelado por computadora |
| Ãndice Dewey: |
004.6 Ciencia de los computadores (Interfaces y comunicaciones) |
| Resumen: |
Este volumen constituye las actas arbitradas posteriores a la conferencia de la Cuarta Conferencia Internacional sobre Aprendizaje Automático y Comunicaciones Inteligentes, MLICOM 2019, celebrada en Nanjing, China, en agosto de 2019. Los 65 artÃculos completos revisados ​​fueron cuidadosamente seleccionados entre 114 presentaciones. Los artÃculos están organizados temáticamente en aprendizaje automático, posicionamiento y navegación inteligentes, seguridad y procesamiento multimedia inteligente, seguridad y redes móviles inalámbricas, radio cognitiva y redes inteligentes, IoT, comunicaciones y redes inteligentes por satélite, comunicación ecológica y redes inteligentes, ad-hoc y redes de sensores, asignación de recursos en redes inalámbricas y en la nube, procesamiento de señales en comunicaciones inalámbricas y ópticas, y comunicaciones y redes cooperativas inteligentes. |
| Nota de contenido: |
Wireless Networks -- High-Dimensional Data Anomaly Detection Framework Based on Feature Extraction of Elastic Network -- A Drone Formation Transformation Approach -- The principle and design of Separate fingerprint identification system LTE antenna port number detection algorithm based on channel estimation and piecewise linear regression -- Topology Sensing in Wireless Networks by Leveraging Symmetrical Connectivity -- Multi-destination two-hop untrusted AF relay networks with destination-aided cooperative jamming -- Secrecy Sum Rate for Two-way Untrusted Relay in SCMA Networks -- Improving complex network controllability via link prediction -- Communications -- Rectangular waveguide design optimization by sequential nonlinear programming and genetic algorithm -- Noise Reduction in Network Embedding -- Indoor localization Based on Centroid Constraints of AP Quadrilateral Networks -- Partially Overlapping Channel Selection in Jamming Environment: A Hierarchical Learning Approach -- A Q-Learning-based Channel Selection and Data Scheduling Approach for High-frequency Communications in Jamming Environment -- RFID Indoor Location Based on Optimized Generalized Regression Neural Network -- Beacon in the Air: Optimizing Data Delivery for Wireless -- Energy Powered UAVs -- Power Optimization in Wireless Powered based Mobile -- Edge Computing -- Big Data and Internet of Things -- Predicting Socio-economic Levels of Individuals via App -- Usage Records -- Multiple Task Assignment for Cooperating Homogeneous -- Unmanned Aerial Vehicles -- Design of Overall Framework of Self-Service Big Data -- Governance for Power Grid -- Data cleaning Based on Multi-sensor Spatiotemporal Correlation -- Distributed Hierarchical Fault Diagnosis Based on Sparse Auto-encoder and Random Forest -- A Data Quality Improvement Method Based on the Greedy Algorithm -- Research of Lightweight Encryption Algorithm Based on AES and Chaotic Sequences for Narrow-Band Internet of Things -- Energy Efficiency Maximization for Green Cognitive Internet of Things with Energy Harvesting -- Smart Internet of Things -- A smart wearable device for preventing indoor electric shock hazards -- A VLP approach based on a single LED lamp -- A Method of Calculating the Semantic Similarity between English and Chinese Concepts -- A Bicycle-borne Sensor Node for Monitoring Air Pollution based on NB-IoT -- Power Beacons Deployment in Wireless Powered Communication with Truncated Poisson Cluster Process -- Mobile Edge Computing-Enabled Resource Allocation for Ultra-Reliable and Low-Latency Communications -- A Bayesian Method for Link Prediction with Considering Path Information -- Identifying sources of random walk-based epidemic spreading in networks -- Design of intelligent lighting system for office workplace based on ZigBee Technology -- Machine Learning -- Active Sampling Based on MMD for Model Adaptation -- Optimal Dwell Time for Frequency Hopping in a Stackelberg Game with a Smart Jammer -- An Active Noise Correction Graph Embedding Method -- Applications of Machine Learning -- Trajectory Data for Demand Analysis -- Reinforcement Learning for HEVC Screen Content Intra. |
| En lÃnea: |
https://link-springer-com.biblioproxy.umanizales.edu.co/referencework/10.1007/97 [...] |
| Link: |
https://biblioteca.umanizales.edu.co/ils/opac_css/index.php?lvl=notice_display&i |
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