Título :	7th International Conference, ICAIS 2021, Dublin, Ireland, July 19–23, 2021, Proceedings, Part I
Tipo de documento:	documento electrónico
Autores:	Sun, Xingming, ; Zhang, Xiaorui, ; Xia, Zhihua, ; Bertino, Elisa,
Mención de edición:	1 ed.
Editorial:	[s.l.] : Springer
Fecha de publicación:	2021
Número de páginas:	XXIV, 753 p. 118 ilustraciones, 1 ilustraciones en color.
ISBN/ISSN/DL:	978-3-030-78609-0
Nota general:	Libro disponible en la plataforma SpringerLink. Descarga y lectura en formatos PDF, HTML y ePub. Descarga completa o por capítulos.
Palabras clave:	Software de la aplicacion  Inteligencia artificial  Ingeniería Informática  Red de computadoras  Visión por computador  Aplicaciones informáticas y de sistemas de información  Ingeniería Informática y Redes
Índice Dewey:	005.3 Ciencia de los computadores (Programas)
Resumen:	Este conjunto de dos volúmenes de LNCS 12736-12737 constituye las actas arbitradas de la 7.ª Conferencia Internacional sobre Inteligencia Artificial y Seguridad, ICAIS 2021, que se celebró en Dublín, Irlanda, en julio de 2021. La conferencia se llamaba anteriormente "Conferencia Internacional sobre la Nube". Informática y Seguridad” con las siglas ICCCS. El total de 93 artículos completos y 29 artículos breves presentados en estas actas de dos volúmenes fue cuidadosamente revisado y seleccionado entre 1013 presentaciones. En total, se aceptaron un total de 224 artículos completos y 81 artículos breves para ICAIS 2021; los demás artículos aceptados se presentan en CCIS 1422-1424. Los artículos se organizaron en secciones temáticas de la siguiente manera: Parte I: Inteligencia artificial; y big data Parte II: Big data; computación en la nube y seguridad; cifrado y ciberseguridad; ocultación de información; seguridad de la IoT; y análisis forense multimedia.
Nota de contenido:	Artificial Intelligence -- Research on Spoofing Jamming of Integrated Navigation System on UAV -- Multi-penalty functions GANs via multi-task learning -- Community Detection Model Based on Graph Representation and Self-supervised Learning -- Efficient Distributed Stochastic Gradient Descent through Gaussian Averaging -- Application Research of Improved Particle Swarm Optimization Algorithm Used on Job Shop Scheduling Problem -- Artificial Intelligence Chronic Disease Management System Based on Medical Resource Perception -- Research on Deep Learning Denoising Method in an Ultra-fast All-optical Solid-state Framing Camera -- LSTM-XGBoost Application of the Model to the Prediction of Stock Price -- Test of integrated urban rail transit vehicle-to-ground communication system based on LTE-U technology -- Research on Efficient Image Inpainting Algorithm Based on Deep Learning -- Subspace Classification of Attention Deficit Hyperactivity Disorder with Laplacian Regularization -- Study the Quantum Transport Process: Machine Learning Simulates Quantum Conditional Master Equation -- Neural Network Study Quantum Synchronization and Quantum Correlation under Non-zero Temperature -- Research on Intelligent Cloud Manufacturing Resource Adaptation Methodology Based on Reinforcement Learning -- Automatic CT Lesion Detection Based On Feature Pyramid Inference with Multi-Scale Response -- A Survey of Chinese Anaphora Resolution -- Efficient 3D Pancreas Segmentation Using Two-stage 3D Convolutional Neural Networks -- Multi-UAV Task Allocation Method Based on Improved Bat Algorithm -- Deep Learning Models for Intelligent Healthcare: Implementation and Challenges -- An Improved YOLOv3 Algorithm Combined with Attention Mechanism for Flame and Smoke Detection -- The Evaluation Method of Safety Classification for Electric Energy Measurement Based on Dynamic Double Fuzzy Reasoning -- Offline Writer Identification Using Convolutional Neural Network and VLAD Descriptors -- A Light-Weight Prediction Model forAero-Engine Surge Based on Seq2Seq -- Simulation Analysis of PLC/WLC Hybrid Communication with traffic model -- A study on the Influence of Economic growth on urban-rural income gap in five northwest Provinces based on unit root and Co-integration test -- Research on Intrusion Detection of Industrial Control System Based on FastICA-SVM Method -- KCFuzz: Directed Fuzzing Based on Keypoint Coverage -- Deep Adversarial Learning Based Heterogeneous Defect Prediction -- Smart grid data anomaly detection method based on cloud computing platform -- A Flexible Planning Approach Using Label Member -- A Survey and Future Perspectives of Hybrid Deep Learning Models for Text Classification -- Non-contact Heart Rate Measurement Based on Fusion Technology -- Research on Cotton Impurity Detection Algorithm Based on Image Segmentation -- Improving Text Matching with Semantic Dependency Graph via Message Passing Neural Network -- Demonstration of Low Power and Low Cost Wireless Sensor Network with Edge Computing.-Analysis on spatial Pattern Evolution of Cultivated land in urban Area based on spatial Autocorrelation Analysis -- A case study of Luoyang City -- Research of Spatial pattern for cultivated land quality in Henan Province based on spatial autocorrelation -- Preamble selection and allocation algorithm based on Q learning -- An Improved Object Detection Algorithm Based on CenterNet -- Survey on Image Object Detection Algorithms based on Deep Learning -- Autocoder Guide Multi-Category Topic Clustering for Keywords Matching -- Adversarial Defense Networks via Gaussian Noise and RBF -- Intelligent Detection and Early Warning System of Railway Track -- Train Driver State Detection System Based on PCA and SVM -- The Offset-Image Recognition Based on Dense Coding -- Self-Supervision adversarial learning network for liver lesion classification -- Mining Consumer Brand Relationship from Social Media Data: A Natural Language Processing Approach -- Weighted Hierarchy Mechanism over BERT for Long Text Classification -- Corrosion Detection in Transformers Based on Hierarchical Annotation -- Fake Calligraphy Recognition Based on Deep Learning -- A Top-k QoS-optimal Service Composition Approach under Dynamic Environment -- Big Data -- Analysis on the Influencing Factors of Mooc Construction based on SPSS Analysis -- A Copyright Protection Scheme of Visual Media in Big Data Environment -- A Fast Sound Ray Tracking Method for Ultra-short Baseline Positioning -- Research on Auxiliary Target Extraction and Recognition Technology in Big Data Environment -- Analysis of Information Dissemination Orientation of New Media Police Microblog Platform -- An Evaluation Method of Population Based on Geographic Raster and Logistic Regression -- Image Compression Algorithm Based on Time Series -- A Resource-saving Multi-layer Fault-tolerant Low Orbit Satellite Network -- Research on business travel problem based on simulated annealing and tabu search algorithms -- Intelligent Security Image Classification on Small Sample Learning -- Intelligent Ecological Environment Control System Design.
En línea:	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

7th International Conference, ICAIS 2021, Dublin, Ireland, July 19–23, 2021, Proceedings, Part I [documento electrónico] / Sun, Xingming, ; Zhang, Xiaorui, ; Xia, Zhihua, ; Bertino, Elisa,  . -  1 ed.  . - [s.l.] : Springer, 2021 . - XXIV, 753 p. 118 ilustraciones, 1 ilustraciones en color.
ISBN : 978-3-030-78609-0
Libro disponible en la plataforma SpringerLink. Descarga y lectura en formatos PDF, HTML y ePub. Descarga completa o por capítulos.

Palabras clave:	Software de la aplicacion  Inteligencia artificial  Ingeniería Informática  Red de computadoras  Visión por computador  Aplicaciones informáticas y de sistemas de información  Ingeniería Informática y Redes
Índice Dewey:	005.3 Ciencia de los computadores (Programas)
Resumen:	Este conjunto de dos volúmenes de LNCS 12736-12737 constituye las actas arbitradas de la 7.ª Conferencia Internacional sobre Inteligencia Artificial y Seguridad, ICAIS 2021, que se celebró en Dublín, Irlanda, en julio de 2021. La conferencia se llamaba anteriormente "Conferencia Internacional sobre la Nube". Informática y Seguridad” con las siglas ICCCS. El total de 93 artículos completos y 29 artículos breves presentados en estas actas de dos volúmenes fue cuidadosamente revisado y seleccionado entre 1013 presentaciones. En total, se aceptaron un total de 224 artículos completos y 81 artículos breves para ICAIS 2021; los demás artículos aceptados se presentan en CCIS 1422-1424. Los artículos se organizaron en secciones temáticas de la siguiente manera: Parte I: Inteligencia artificial; y big data Parte II: Big data; computación en la nube y seguridad; cifrado y ciberseguridad; ocultación de información; seguridad de la IoT; y análisis forense multimedia.
Nota de contenido:	Artificial Intelligence -- Research on Spoofing Jamming of Integrated Navigation System on UAV -- Multi-penalty functions GANs via multi-task learning -- Community Detection Model Based on Graph Representation and Self-supervised Learning -- Efficient Distributed Stochastic Gradient Descent through Gaussian Averaging -- Application Research of Improved Particle Swarm Optimization Algorithm Used on Job Shop Scheduling Problem -- Artificial Intelligence Chronic Disease Management System Based on Medical Resource Perception -- Research on Deep Learning Denoising Method in an Ultra-fast All-optical Solid-state Framing Camera -- LSTM-XGBoost Application of the Model to the Prediction of Stock Price -- Test of integrated urban rail transit vehicle-to-ground communication system based on LTE-U technology -- Research on Efficient Image Inpainting Algorithm Based on Deep Learning -- Subspace Classification of Attention Deficit Hyperactivity Disorder with Laplacian Regularization -- Study the Quantum Transport Process: Machine Learning Simulates Quantum Conditional Master Equation -- Neural Network Study Quantum Synchronization and Quantum Correlation under Non-zero Temperature -- Research on Intelligent Cloud Manufacturing Resource Adaptation Methodology Based on Reinforcement Learning -- Automatic CT Lesion Detection Based On Feature Pyramid Inference with Multi-Scale Response -- A Survey of Chinese Anaphora Resolution -- Efficient 3D Pancreas Segmentation Using Two-stage 3D Convolutional Neural Networks -- Multi-UAV Task Allocation Method Based on Improved Bat Algorithm -- Deep Learning Models for Intelligent Healthcare: Implementation and Challenges -- An Improved YOLOv3 Algorithm Combined with Attention Mechanism for Flame and Smoke Detection -- The Evaluation Method of Safety Classification for Electric Energy Measurement Based on Dynamic Double Fuzzy Reasoning -- Offline Writer Identification Using Convolutional Neural Network and VLAD Descriptors -- A Light-Weight Prediction Model forAero-Engine Surge Based on Seq2Seq -- Simulation Analysis of PLC/WLC Hybrid Communication with traffic model -- A study on the Influence of Economic growth on urban-rural income gap in five northwest Provinces based on unit root and Co-integration test -- Research on Intrusion Detection of Industrial Control System Based on FastICA-SVM Method -- KCFuzz: Directed Fuzzing Based on Keypoint Coverage -- Deep Adversarial Learning Based Heterogeneous Defect Prediction -- Smart grid data anomaly detection method based on cloud computing platform -- A Flexible Planning Approach Using Label Member -- A Survey and Future Perspectives of Hybrid Deep Learning Models for Text Classification -- Non-contact Heart Rate Measurement Based on Fusion Technology -- Research on Cotton Impurity Detection Algorithm Based on Image Segmentation -- Improving Text Matching with Semantic Dependency Graph via Message Passing Neural Network -- Demonstration of Low Power and Low Cost Wireless Sensor Network with Edge Computing.-Analysis on spatial Pattern Evolution of Cultivated land in urban Area based on spatial Autocorrelation Analysis -- A case study of Luoyang City -- Research of Spatial pattern for cultivated land quality in Henan Province based on spatial autocorrelation -- Preamble selection and allocation algorithm based on Q learning -- An Improved Object Detection Algorithm Based on CenterNet -- Survey on Image Object Detection Algorithms based on Deep Learning -- Autocoder Guide Multi-Category Topic Clustering for Keywords Matching -- Adversarial Defense Networks via Gaussian Noise and RBF -- Intelligent Detection and Early Warning System of Railway Track -- Train Driver State Detection System Based on PCA and SVM -- The Offset-Image Recognition Based on Dense Coding -- Self-Supervision adversarial learning network for liver lesion classification -- Mining Consumer Brand Relationship from Social Media Data: A Natural Language Processing Approach -- Weighted Hierarchy Mechanism over BERT for Long Text Classification -- Corrosion Detection in Transformers Based on Hierarchical Annotation -- Fake Calligraphy Recognition Based on Deep Learning -- A Top-k QoS-optimal Service Composition Approach under Dynamic Environment -- Big Data -- Analysis on the Influencing Factors of Mooc Construction based on SPSS Analysis -- A Copyright Protection Scheme of Visual Media in Big Data Environment -- A Fast Sound Ray Tracking Method for Ultra-short Baseline Positioning -- Research on Auxiliary Target Extraction and Recognition Technology in Big Data Environment -- Analysis of Information Dissemination Orientation of New Media Police Microblog Platform -- An Evaluation Method of Population Based on Geographic Raster and Logistic Regression -- Image Compression Algorithm Based on Time Series -- A Resource-saving Multi-layer Fault-tolerant Low Orbit Satellite Network -- Research on business travel problem based on simulated annealing and tabu search algorithms -- Intelligent Security Image Classification on Small Sample Learning -- Intelligent Ecological Environment Control System Design.
En línea:	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