New Frontiers in Artificial Intelligence: Jsai-Isai 2020 Workshops, Jurisin, Lenls 2020 Workshops, Virtual Event, November 15-17, 2020, Revised Select, Okazaki Naoaki, Yada Katsutoshi, Satoh Ken
Автор: Masayuki Numao; Thanaruk Theeramunkong; Thepchai S Название: Trends in Artificial Intelligence: PRICAI 2016 Workshops ISBN: 3319606743 ISBN-13(EAN): 9783319606743 Издательство: Springer Рейтинг: Цена: 6986.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This book constitutes the refereed proceedings of the 14th Pacific Rim Collocated PRICAI 2016 Workshops on Artificial Intelligence, held in Phuket, Thailand, in August 2016.The 16 full papers presented in this volume were carefully reviewed and selected from 46 submissions. artificial intelligence for educational applications;
Описание: This book constitutes extended, revised and selected papers from the 11th International Symposium of Artificial Intelligence supported by the Japanese Society for Artificial Intelligence, JSAI-isAI 2019.
Описание: This book contains expanded versions of research papers presented at the international sessions of Annual Conference of the Japanese Society for Artificial Intelligence (JSAI), which was held online in June 2020.
5th Workshop on "5G-Putting Intelligence to the Network Edge" (5G-PINE 2020).- A Framework to Support the 5G Densification.- A new approach to 5G and MEC integration.- Business Aspects of the Neutral Host Model: The Immersive Video Services Case.- Combined 5G-based Video Production and Distribution in a Crowded Stadium Event.- Dynamic Network Slicing: Challenges and Opportunities.- Dynamic Resource Allocation and Computation Offloading for Edge Computing System.- Intelligent orchestration of end-to-end network slices for the allocation of mission critical services over NFV architectures.- On the Prediction of Future User Connections Based on Historical Records in Wireless Networks.- Programmable edge-to-cloud virtualization for 5G media industry: The 5G-MEDIA Approach.- Protocol Deployment for Employing Honeypot-as-a-Service.- Threat Landscape of Next Generation IoT-enabled Smart Grids.- Towards a Smart Port: The Role of the Telecom Industry.- 9th Mining Humanistic Data Workshop (MHDW 2020).- A Graph-based Extension for the Set-based Model Implementing Algorithms based on Important Nodes.- A Sentiment-Based Hotel Review Summarization using Machine Learning Techniques.- An advanced deep learning model for short-term forecasting U.S. natural gas price and movement.- Fake News Detection Regarding the Hong Kong Events from Tweets.- Improving Movie Recommendation Systems Filtering by Exploiting User-based Reviews.- The Converging Triangle Of Cultural Content, Cognitive Science, and Behavioral Economics.- Application and Algorithm: Maximal Motif Discovery for Biological Data in a Sliding Window.- Fingerprints Recognition System-Based on Mobile Device Identification using Circular String Pattern Matching Techniques.- Mining and Analysis of Air Quality data to aid Climate Change.
Smart Energy Systems and Devices.- Operation and dispatch of distribution network with seawater desalination considering source-grid-load interaction index.- The Optimal Dispatching Strategy of Microgrid Group Based on Distributed Cooperative Architecture.- An Electric Power Emergency Repair System: Structure, Navigation, and Software Design.- Research on information interaction technology between multi-service application systems of power grid.- Impact Analysis of False Data Injection Attack on Smart Grid State Estimation under Random Packet Losses.- Research on home energy optimization strategy based on micro-sized combined heat and power.- Filter-Based Fault Diagnosis of Heat Exchangers.- Application of Logistic Regression in Identifying Power Empty Nested Users.- Study on the Modeling and Online SOC Estimation of the Aluminum Air Battery.- Modeling of Main Steam Temperature Using an Improved Fuzzy Particle Swarm Optimization Algorithm.- Research on Testing Method of Low Voltage IGBT Module Parameter.- Robust Stability of Single Phase PWM Rectifier Based on H∞ Loop Shaping.- State Identification of Three-Trans Towers' Bolts Based on Quadratic Wavelet Transform and KNN.- Torque Ripple Minimization of PMSM Drives With Multiple Reference Frame and DNN Based High-Fidelity Torque Model.- Intelligent Manufacturing and System.- Demand forecasting of a fused magnesia smelting process based on LSTM and FRA.- Bearing Fault Diagnosis Based on Variational Mode Decomposition and Modified CNN.- Analysis of Suspension Characteristics of a New High-Temperature Superconducting Magnetic Levitation Bearing Based on Frozen-image Model.- 3D Curve Planning Algorithm of Aircraft under Multiple Constraints.- A Real-time Dynamic Watermarking Detection Method of Networked Inverted Pendulum Servo Systems.- A Fast Hybrid Image Encryption Method for Networked Inverted Pendulum Visual Servo Control Systems.- A review on intelligent modelling of complex and large scale systems for unmanned underwater vehicles with uncertain disturbances.- Research on Connectivity Restoration of Multiple Failures in UAV Cooperative Reconnaissance System.- Improved Bundle Adjustment Based on ADMM.- Design and Implementation of High Performance Elliptic Curve Coprocessor based on Dual Finite Field.- Research on UAV Signal Recognition Technology Based on GRU Neural Network Model.- Comprehensive analysis for the effect of thermal barrier coating porosity on ultrasonic longitudinal wave velocity.- An Overview of Control Strategy and Trajectory Planning of Visual Servoing.- Intelligent Biology and Information System.- A Higher Order Prediction Model of Populus Simonii's Net Photosynthetic Rate Based on Improved Gradient Boosting Method.- Improving Metagenome Sequence Clustering Application Performance using Louvain Algorithm.- A Combined Method for Face and Helmet Detection in Intelligent Construction Site Application.- A Novel Approach of Human Tracking and Counting Using Overhead ToF Camera.- A Novel Text Personalized Analysis Model Based on BP Neural Network.- Dynamic Pedestrian Height Detection Based on TOF Camera.- Quantitative Regression Modeling of Cocoa Bean Con-tent Based on Gated Dilated Convolution Network.- A novel Hybrid Forecasting Model based on Time Series.- Research on Adaptive Adjustment Algorithm of Isolated Word State Number Based on ANN-HMM Mixed Model.- An SEIR Model for Assessment of COVID-19 Pandemic Situation.- A Regression model for short-Term COVID-19 pandemic assessment.
5th Workshop on "5G-Putting Intelligence to the Network Edge" (5G-PINE 2020).- A Framework to Support the 5G Densification.- A new approach to 5G and MEC integration.- Business Aspects of the Neutral Host Model: The Immersive Video Services Case.- Combined 5G-based Video Production and Distribution in a Crowded Stadium Event.- Dynamic Network Slicing: Challenges and Opportunities.- Dynamic Resource Allocation and Computation Offloading for Edge Computing System.- Intelligent orchestration of end-to-end network slices for the allocation of mission critical services over NFV architectures.- On the Prediction of Future User Connections Based on Historical Records in Wireless Networks.- Programmable edge-to-cloud virtualization for 5G media industry: The 5G-MEDIA Approach.- Protocol Deployment for Employing Honeypot-as-a-Service.- Threat Landscape of Next Generation IoT-enabled Smart Grids.- Towards a Smart Port: The Role of the Telecom Industry.- 9th Mining Humanistic Data Workshop (MHDW 2020).- A Graph-based Extension for the Set-based Model Implementing Algorithms based on Important Nodes.- A Sentiment-Based Hotel Review Summarization using Machine Learning Techniques.- An advanced deep learning model for short-term forecasting U.S. natural gas price and movement.- Fake News Detection Regarding the Hong Kong Events from Tweets.- Improving Movie Recommendation Systems Filtering by Exploiting User-based Reviews.- The Converging Triangle Of Cultural Content, Cognitive Science, and Behavioral Economics.- Application and Algorithm: Maximal Motif Discovery for Biological Data in a Sliding Window.- Fingerprints Recognition System-Based on Mobile Device Identification using Circular String Pattern Matching Techniques.- Mining and Analysis of Air Quality data to aid Climate Change.
Описание: AI2VIS4BigData: A Reference Model for AI-Based Big Data Analysis and Visualization.- A Visual Analytics Technique to Compare the Performance of Predictive Models.- A ective Analytics and Visualization for Ensemble Event-Driven Stock Market Forecasting.- Understanding the Role of (Advanced) Machine Learning in Metagenomic Workflows.- Intelligent Advanced User Interfaces for Monitoring Mental Health Wellbeing.- Towards Explainable Artificial Intelligence and Explanation User Interfaces to Open the 'Black Box' of Automated ECG Interpretation.- Recognition and Visualization of Facial Expression and Emotion in Healthcare.- Machine Learning in Healthcare: Breast Cancer and Diabetes Cases.- AI2VIS4BigData: Qualitative Evaluation of an AI-based Big Data Analysis and Visualization Reference Model.- Progressive Visualization of Epidemiological Models for COVID-19 Visual Analysis.- An Experience on Cooperative Development of Interactive Visualizations for the Analysis of Urban Data.- Explaining AI Through Critical Reflection Artifacts on the Role of Communication Design Within XAI.- Information Visualization and Visual Analytics at IVU Lab.- Visual Analytics for Financial Crime Detection at the University of Perugia.
Описание: This book presents selected and extended papers from the largest conference on artificial intelligence in Japan, which was expanded into an internationalized event for the first time in 2019: the 33rd Annual Conference of the Japanese Society for Artificial Intelligence (JSAI 2019), held on June 4-June 7, 2019 at TOKI MESSE in Niigata, Japan.
AI4KM 2019: 7th International Workshop on Artificial Intelligence for Knowledge Management and Innovation.- FinNLP 2019: First International Workshop on Financial Technology and Natural Language Processing.- OR 2019: 32nd International Workshop on Qualitative Reasoning.- SURL 2019: Second International Workshop on Scaling-Up Reinforcement Learning.- First International Workshop on Bringing Semantic Knowledge into Vision and Text Understanding.- EASyHAT 2019: International Workshop on Evaluation of Adaptive Systems for Human-Autonomy Teaming.- ACAN 2019: 12th International Workshop on Agent-based Complex Automated Negotiations.- First International Workshop on Deep Learning for Human Activity Recognition.- HAI 2019: Second International Workshop on Humanizing AI.- Third International Workshop on Language Sense on Computer.- AISafety 2019: International Workshop on Artificial Intelligence Safety.- DeLBP 2019: 4th International Workshop on Declarative Learning Based Programming.
Описание: This proceedings book presents the latest research findings, and theoretical and practical perspectives on innovative methods and development techniques related to the emerging areas of Web computing, intelligent systems and Internet computing.
Описание: 6th Workshop on "5G - Putting Intelligence to the Network Edge" (5G-PINE 2021).- 5G Communications as "Enabler" for Smart Power Grids: The Case of the Smart5Grid Project.- 5G-VICTORI: Future Railway Communications Requirements Driving 5G Deployments in Railways.- 5G-VICTORI: Optimizing Media Streaming in Mobile Environments using mmWave, NBMP and 5G Edge Computing.- A Novel Architectural Approach for the Provision of Scalable and Automated Network Slice Management, in 5G and Beyond.- A prototype 5G/IoT implementation for transforming a legacy facility to a Smart Factory.- Advanced first responders' services by using FASTER project Architectural Solution.- High mobility 5G services for vertical industries - network operator's view.- Machine Learning-Based, Networking and Computing Infrastructure Resource Management.- Power Control in 5G Heterogeneous Cells considering User Demands using Deep Reinforcement Learning.- The Challenge of Security Breaches in the Era of 5G Networking.- Top Challenges in 5G Densification.- TYPHON: Hybrid Data Lakes for Real-time Big Data Analytics - An Evaluation Framework in the Telecom Industry.- V2X Communications for the Support of GLOSA and Intelligent Intersection Applications.- Artificial Intelligence in Biomedical Engineering and Informatics Workshop (AI-BIO 2021).- A Machine Learning Approach for Recognition of Elders' Activities using Passive Sensors.- Analyzing Collective Knowledge towards Public Health Policy Making.- Evaluating mental patients utilizing video analysis of facial expressions.- An inception-based architecture for haemodialysis time series classification.- Workshop on Defense Applications of AI (DAAI 2021).- A Lipschitz - Shapley Explainable Defense Methodology Against Adversarial Attacks.- A Multimodal AI-leveraged Counter-UAV Framework for Diverse Environments.- Cyber attack detection and trust management toolkit for defence-related microgrids.- On the potential of SDN enabled network deployment in tactical environments.- Distributed AI for Resource - Constrained Platforms Workshop (DARE 2021).- A first sensitivity study of multi-object multi-camera tracking performance.- An Initial Analysis of the Shortcomings of Conventional AI and the Benefits of Distributed AI Approaches in Industrial Use Cases.- Distributed data compression for edge devices.- PFilter: Privacy-aware and secure data filtering at the edge for distributed edge analytics.- Towards a Distributed Learning Architecture for Securing ISP Home Customers.- Energy Efficiency and Artificial Intelligence Workshop (ΕΕΑΙ 2021).- A Recommendation Specific Human Activity Recognition Dataset with Mobile Device's Sensor Data.- Explainable needn't be (much) less accurate: evaluating an explainable AI dashboard for energy forecasting.- Improving Energy Efficiency in Tertiary Buildings through user-driven Recommendations delivered on optimal Micro-moments.- Semantic modeling of trustworthy IoT entities in energy-efficient cultural spaces.- Short Term Net Imbalance Volume Forecasting through Machine and Deep Learning: A UK case study.- 10th Mining Humanistic Data Workshop (MHDW 2021).- Community Detection Algorithms for Cultural and Natural Heritage Data in Social Networks.- Forecasting Air Flight Delays and Enabling Smart Airport Services in Apache Spark.- Movie Recommendation System based on Character Graph Embeddings.- Privacy-Preserving Text Labelling Through Crowdsourcing.- Recognition of epidemic cases in social web texts.- Active Bagging Ensemble Selection.- Applying Machine Learning to Predict Whether Learners will Start a MOOC after Initial Registration.- Self-supervised approach for Urban Tree Recognition on Aerial Images.- Visitor behavior analysis for an ancient Greek technology exhibition.
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