Título :	Artificial Intelligence and Security : 5th International Conference, ICAIS 2019, New York, NY, USA, July 26-28, 2019, Proceedings, Part I
Tipo de documento:	documento electrónico
Autores:	Sun, Xingming, ; Pan, Zhaoqing, ; Bertino, Elisa,
Mención de edición:	1 ed.
Editorial:	[s.l.] : Springer
Fecha de publicación:	2019
Número de páginas:	XVII, 655 p. 342 ilustraciones, 214 ilustraciones en color.
ISBN/ISSN/DL:	978-3-030-24274-9
Nota general:	Libro disponible en la plataforma SpringerLink. Descarga y lectura en formatos PDF, HTML y ePub. Descarga completa o por capítulos.
Palabras clave:	Protección de datos  Inteligencia artificial  Red de computadoras  Visión por computador  Ordenador  Tecnología de la información  Seguridad de datos e información  Redes de comunicación informática  Aspectos Legales de la Computación
Índice Dewey:	005.8 Ciencia de los computadores (Programación, programas de sistemas)
Resumen:	El conjunto de 4 volúmenes LNCS 11632 hasta LNCS 11635 constituye las actas arbitradas de la Quinta Conferencia Internacional sobre Inteligencia Artificial y Seguridad, ICAIS 2019, que se celebró en Nueva York, EE. UU., en julio de 2019. La conferencia se llamaba anteriormente "Conferencia Internacional sobre Computación y Seguridad en la Nube” con las siglas ICCCS. El total de 230 artículos completos presentados en estas actas de 4 volúmenes fue cuidadosamente revisado y seleccionado entre 1529 presentaciones. Los artículos se organizaron en secciones temáticas de la siguiente manera: Parte I: computación en la nube; Parte II: inteligencia artificial; grandes datos; y computación y seguridad en la nube; Parte III: computación en la nube y seguridad; ocultación de información; seguridad de la IoT; análisis forense multimedia; y cifrado y ciberseguridad; Parte IV: cifrado y ciberseguridad.
Nota de contenido:	Cloud Computing -- Fuzzy Clustering: A New Clustering Method in Heterogeneous Medical Records Searching -- NOAA-LSTM: A New Method of Dialect Identification -- Evaluation Method of Teachers' Teaching Ability Based on BP Neural Network -- Research on the Promotion of Tibetan New Words and Platform Design -- A Classification Model for Drug Addicts Based on Improved Random Forests Algorithm -- Studying L-Diversity and K-Anonymity over Datasets with Sensitive Fields -- Power System Transient Stability Prediction Algorithm Based on ReliefF and LSTM -- A No-pairing Proxy Re-Encryption Scheme for Data Sharing in Untrusted Cloud -- E-sports Ban/Pick Prediction Based On Bi-LSTM Meta Learning Network -- Bottlenecks and Feasible Solutions of Data Field Clustering in Impact Factor, Time Resolution, Selecting Core Objects and Merging Process -- Detection of Microblog Overlapping Community Based on Multidimensional Information and Edge Distance Matrix -- Research on Settlement Deformation of Asphalt PavementStructure in Soft Soil Zone Based on Pavement Settlement Theory -- Legal Case Inspection: An Analogy-based Approach to Judgment Evaluation -- A Novel Noise Filter Based on Multiple Voting -- Fuzzy Control Method for Path Tracking System of Combine Harvester -- Research on Opinion Spam Detection by Time Series Anomaly Detection -- Application of Machine Learning Methods for Material Classification with Multi-energy X-ray Transmission Images -- Intra-class Classification of Architectural Styles Using Visualization of CNN -- MSE-Net: Pedestrian Attribute Recognition using MLSC and SE-Blocks -- CBAM-GAN: Generative Adversarial Networks Based on Convolutional Block Attention Module -- A Novel Distributed Knowledge Reasoning Model -- Research on Detection Method Of Abnormal Traffic In SDN -- Research on Constructing Technology of Implicit Hierarchical Topic Network Based on FP-growth -- PPD-DL: Privacy-Preserving Decentralized Deep Learning -- Towards Edge Computing based Distributed Data Analytics Framework in Smart Grids -- Android Malware Identification Based on Traffic Analysis -- Unsupervised Traditional Chinese Medicine Text Segmentation Combined with Domain Dictionary -- Research on the Efficiency and Application of Ship- helicopter Cooperative Search -- Cellular Neural Network Based Contour Detection for Seismic Image -- Discovering New Sensitive Words Based on Sensitive Information Categorization -- A Dynamic Event Region Tracking Approach Based on Node Calibration -- A Graph Updating Method of Data Theft Detection Based on Rough Set -- A Tutorial of Graph Representation -- Ground-based Cloud Images Recognition Based on GAN and PCANet -- Sparse Representation-Based Radiomics in the Diagnosis of Thyroid Nodules -- Local Smoothing Constraint in Convolutional Neural Network for Image Denoising -- Perceptual Loss based Super-Resolution Reconstruction from Single Magnetic Resonance Imaging -- DWI Fiber Tracking with Functional MRI of White Matter -- Multi-objective Investment Decision Making Based on An Improved SPEA2 Algorithm -- Power Load Forecasting Based on Adaptive Deep Long Short-Term Memory Network -- Optimized White Matter Fiber Reconstruction Using Combination of Diffusion and Functional MRI -- Convolutional Neural Networks for Scene Image Recognition -- A Classification Model of Power Equipment Defect Texts Based on Convolutional Neural Network.-Research on Artificial Intelligence Technology in Computer Network Technology -- Research on Detection Method of Unhealthy Message in Social Network -- Image Authentication by Single Target Region Detection -- Security Approaches and Crypto Algorithms in Mobile Cloud Storage Environment to Ensure Data Security -- Probe-Polling: A polling based MAC protocol for Energy Harvesting Wireless Sensor Networks -- An Dynamic Protocol for the Quantum Secure Multi-party Summation based on Commutative Encryption -- Optimal Resource Allocation for Energy Harvesting Cognitive Radio Network with Q Learning -- Facial Expression Recognition Based onComplete Local Binary Pattern and Convolutional Neural Network -- A Novel Malware Detection and Classification Method Based on Capsule Network -- Application of Gradient Boosting Decision Tree in Wind Turbine Drivetrain Recognition -- Implementation of MD5 Collision Attack in Program -- Automatic Discovery Mechanism of Blockchain Nodes Based on the Kademlia Algorithm -- Monochromatic Mutual Nearest Neighbor Queries over Uncertain Data -- Network-Embedding Based Storage Location Assignment in Mobile Rack Warehouse -- Efficient PatchMatch-based Image Registration and Retargeting for Cartoon Animation.
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

Artificial Intelligence and Security : 5th International Conference, ICAIS 2019, New York, NY, USA, July 26-28, 2019, Proceedings, Part I [documento electrónico] / Sun, Xingming, ; Pan, Zhaoqing, ; Bertino, Elisa,  . -  1 ed.  . - [s.l.] : Springer, 2019 . - XVII, 655 p. 342 ilustraciones, 214 ilustraciones en color.
ISBN : 978-3-030-24274-9
Libro disponible en la plataforma SpringerLink. Descarga y lectura en formatos PDF, HTML y ePub. Descarga completa o por capítulos.

Palabras clave:	Protección de datos  Inteligencia artificial  Red de computadoras  Visión por computador  Ordenador  Tecnología de la información  Seguridad de datos e información  Redes de comunicación informática  Aspectos Legales de la Computación
Índice Dewey:	005.8 Ciencia de los computadores (Programación, programas de sistemas)
Resumen:	El conjunto de 4 volúmenes LNCS 11632 hasta LNCS 11635 constituye las actas arbitradas de la Quinta Conferencia Internacional sobre Inteligencia Artificial y Seguridad, ICAIS 2019, que se celebró en Nueva York, EE. UU., en julio de 2019. La conferencia se llamaba anteriormente "Conferencia Internacional sobre Computación y Seguridad en la Nube” con las siglas ICCCS. El total de 230 artículos completos presentados en estas actas de 4 volúmenes fue cuidadosamente revisado y seleccionado entre 1529 presentaciones. Los artículos se organizaron en secciones temáticas de la siguiente manera: Parte I: computación en la nube; Parte II: inteligencia artificial; grandes datos; y computación y seguridad en la nube; Parte III: computación en la nube y seguridad; ocultación de información; seguridad de la IoT; análisis forense multimedia; y cifrado y ciberseguridad; Parte IV: cifrado y ciberseguridad.
Nota de contenido:	Cloud Computing -- Fuzzy Clustering: A New Clustering Method in Heterogeneous Medical Records Searching -- NOAA-LSTM: A New Method of Dialect Identification -- Evaluation Method of Teachers' Teaching Ability Based on BP Neural Network -- Research on the Promotion of Tibetan New Words and Platform Design -- A Classification Model for Drug Addicts Based on Improved Random Forests Algorithm -- Studying L-Diversity and K-Anonymity over Datasets with Sensitive Fields -- Power System Transient Stability Prediction Algorithm Based on ReliefF and LSTM -- A No-pairing Proxy Re-Encryption Scheme for Data Sharing in Untrusted Cloud -- E-sports Ban/Pick Prediction Based On Bi-LSTM Meta Learning Network -- Bottlenecks and Feasible Solutions of Data Field Clustering in Impact Factor, Time Resolution, Selecting Core Objects and Merging Process -- Detection of Microblog Overlapping Community Based on Multidimensional Information and Edge Distance Matrix -- Research on Settlement Deformation of Asphalt PavementStructure in Soft Soil Zone Based on Pavement Settlement Theory -- Legal Case Inspection: An Analogy-based Approach to Judgment Evaluation -- A Novel Noise Filter Based on Multiple Voting -- Fuzzy Control Method for Path Tracking System of Combine Harvester -- Research on Opinion Spam Detection by Time Series Anomaly Detection -- Application of Machine Learning Methods for Material Classification with Multi-energy X-ray Transmission Images -- Intra-class Classification of Architectural Styles Using Visualization of CNN -- MSE-Net: Pedestrian Attribute Recognition using MLSC and SE-Blocks -- CBAM-GAN: Generative Adversarial Networks Based on Convolutional Block Attention Module -- A Novel Distributed Knowledge Reasoning Model -- Research on Detection Method Of Abnormal Traffic In SDN -- Research on Constructing Technology of Implicit Hierarchical Topic Network Based on FP-growth -- PPD-DL: Privacy-Preserving Decentralized Deep Learning -- Towards Edge Computing based Distributed Data Analytics Framework in Smart Grids -- Android Malware Identification Based on Traffic Analysis -- Unsupervised Traditional Chinese Medicine Text Segmentation Combined with Domain Dictionary -- Research on the Efficiency and Application of Ship- helicopter Cooperative Search -- Cellular Neural Network Based Contour Detection for Seismic Image -- Discovering New Sensitive Words Based on Sensitive Information Categorization -- A Dynamic Event Region Tracking Approach Based on Node Calibration -- A Graph Updating Method of Data Theft Detection Based on Rough Set -- A Tutorial of Graph Representation -- Ground-based Cloud Images Recognition Based on GAN and PCANet -- Sparse Representation-Based Radiomics in the Diagnosis of Thyroid Nodules -- Local Smoothing Constraint in Convolutional Neural Network for Image Denoising -- Perceptual Loss based Super-Resolution Reconstruction from Single Magnetic Resonance Imaging -- DWI Fiber Tracking with Functional MRI of White Matter -- Multi-objective Investment Decision Making Based on An Improved SPEA2 Algorithm -- Power Load Forecasting Based on Adaptive Deep Long Short-Term Memory Network -- Optimized White Matter Fiber Reconstruction Using Combination of Diffusion and Functional MRI -- Convolutional Neural Networks for Scene Image Recognition -- A Classification Model of Power Equipment Defect Texts Based on Convolutional Neural Network.-Research on Artificial Intelligence Technology in Computer Network Technology -- Research on Detection Method of Unhealthy Message in Social Network -- Image Authentication by Single Target Region Detection -- Security Approaches and Crypto Algorithms in Mobile Cloud Storage Environment to Ensure Data Security -- Probe-Polling: A polling based MAC protocol for Energy Harvesting Wireless Sensor Networks -- An Dynamic Protocol for the Quantum Secure Multi-party Summation based on Commutative Encryption -- Optimal Resource Allocation for Energy Harvesting Cognitive Radio Network with Q Learning -- Facial Expression Recognition Based onComplete Local Binary Pattern and Convolutional Neural Network -- A Novel Malware Detection and Classification Method Based on Capsule Network -- Application of Gradient Boosting Decision Tree in Wind Turbine Drivetrain Recognition -- Implementation of MD5 Collision Attack in Program -- Automatic Discovery Mechanism of Blockchain Nodes Based on the Kademlia Algorithm -- Monochromatic Mutual Nearest Neighbor Queries over Uncertain Data -- Network-Embedding Based Storage Location Assignment in Mobile Rack Warehouse -- Efficient PatchMatch-based Image Registration and Retargeting for Cartoon Animation.
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