The proceedings contain 156 papers. The topics discussed include: integrating machine learning and social sensing in smart city digital twin for citizen feedback;a novel fuzzy identity-based encryption with wireless P...
ISBN:
(纸本)9798350330014
The proceedings contain 156 papers. The topics discussed include: integrating machine learning and social sensing in smart city digital twin for citizen feedback;a novel fuzzy identity-based encryption with wireless PUF for IoT device authentication;RDA-Unet: a retrieval model for radar composite reflectivity factor from Himawari-8 observations;DHIFS: a dynamic and hybrid index method with low memory overhead and efficient file access;multi-agent reinforcement learning for smart city automated traffic light control;ST-ConvLSGRU: a radar echo extrapolation method based on LSTM and GRU;intelligent maintenance system for wind turbine based on deep belief federated learning;BioNet+: a comprehensive interaction model of finding therapeutics for diseases with graph deep learning;and PBE-Plan: periodic backdoor erasing plan for trustworthy federated learning.
The proceedings contain 343 papers. The topics discussed include: three-level compact caching for search engines based on solid state drives;a fine-grained volley gesture recognition method with direction independence...
ISBN:
(纸本)9781665494571
The proceedings contain 343 papers. The topics discussed include: three-level compact caching for search engines based on solid state drives;a fine-grained volley gesture recognition method with direction independence;universal adversarial attack against 3d object tracking;efficient hardware redo logging for secure persistent memory;a cost-efficient metadata scheme for high-performance deduplication systems;high speed true random number generator controlled by logistic map;characterization and implication of edge WebAssembly runtimes;frend for edge servers: reduce server number! keeping service quality!;on-the-fly servers placement for online multiplayer games in the fog;advanced architecture design of high-radix router based on chiplet integration and IP reusability;embrace the conflicts: exploring the integration of single port memory in systolic array-based accelerators;visual sensitivity aware rate adaptation for video streaming via deep reinforcement learning;semi-supervised federated learning with non-IID data: algorithm and system design;on-demand intelligent routing algorithms for the deterministic networks;and distributed service placement in ultra-dense edge computing: a game-theoretical approach.
The proceedings contain 33 papers. The topics discussed include: blockchain technology in loyalty program applications;exploration of blockchain technology in trusted atmospheric environmental data;construction of ban...
ISBN:
(纸本)9781450399548
The proceedings contain 33 papers. The topics discussed include: blockchain technology in loyalty program applications;exploration of blockchain technology in trusted atmospheric environmental data;construction of bank credit white list access system based on grey clustering algorithm;model-based simulation of the combat flow of naval gun weapon systems;a visualization data analysis of second-hand houses in Zhuhai based on Python and ECharts and bootstrap;improved routing design of Internet of Things sensor network based on optimized particle swarm optimization algorithm;research on feature fusion method of high attribute dimension data in internet of things based on dividing thoughts;and leaf area index for assessment of urban green space and tree coverage to support elder friendly cities.
The proceedings contain 64 papers. The topics discussed include: children-toy robot automatically detect and move to a targeted colored object;logo recognition system;autonomous way-point tracking navigation of survey...
ISBN:
(纸本)9781467378253
The proceedings contain 64 papers. The topics discussed include: children-toy robot automatically detect and move to a targeted colored object;logo recognition system;autonomous way-point tracking navigation of surveying surface vessel with real-time positioning system;NMRexSeer: metadata extraction and search for large scale nuclear magnetic resonance (NMR) experimental data;an efficient process for enhancing genotype imputation in genome-wide association studies using high performance computing;mobile crowdsourcing platform for intelligent car park systems;electronic health information standard for patient transfer based on CDA, focused on patient information in small-sized hospitals (JHCIS);adaptive learning of multi-finger motion and force control;and a comparison of keystroke dynamics techniques for user authentication.
The proceedings contain 13 papers. The topics discussed include: investigating the performance of data complexity & instance hardness measures as a meta-feature in overlapping classes problem;from data governance ...
ISBN:
(纸本)9798400707339
The proceedings contain 13 papers. The topics discussed include: investigating the performance of data complexity & instance hardness measures as a meta-feature in overlapping classes problem;from data governance by design to data governance as a service: a transformative human-centric data governance framework;dynamic prediction of corporate financial crisis based on N-step ahead Kalman filter;machine learning for the classification of obesity levels based on lifestyle factors;towards democratizing ai: a comparative analysis of AI-as-a-service platforms and the open space for machine learning approach;anomaly detection using LSTM-autoencoder in smart grid: a federated learning approach;application of machine learning techniques to predict teenage obesity using earlier childhood measurements from millennium cohort study;financial crisis prediction of listed companies based on optimized BP neural networks;and a serverless architecture for efficient and scalable Monte Carlo Markov chain computation.
The proceedings contain 28 papers. The special focus in this conference is on Service-Oriented computing. The topics include: Energy-aware composition for service-oriented wireless sensor Petworks;searching the web of...
ISBN:
(纸本)9783319681351
The proceedings contain 28 papers. The special focus in this conference is on Service-Oriented computing. The topics include: Energy-aware composition for service-oriented wireless sensor Petworks;searching the web of things: Resolving a real library of babel;a migration approach for cloud service Pomposition;towards quality guided data integration on multi-cloud settings;revenue-driven service provision for mobile Posts;context-aware automated workflow composition for interactive data exploration;Towards rules-based mapping framework for RESTful web Pervices;Demand-driven SOA simulation platform based on gipsy for context-based brokerage;DeMOCAS: Domain objects for service-based collective adaptive Pystems;a generic framework for quality-based autonomic adaptation within sensor-based systems;anuvaad pranaali: A RESTful API for machine Pranslation;integration of heterogeneous services and things into choreographies;testing processes with service invocation: Advanced logging in CPEE;COOL: A model-driven and automated system for guided and verifiable cloud solution design;a service-based system for sentiment analysis and visualization of twitter data in Pealtime;XDAI-A: Framework for enabling cross-device integration of android apps;desire: Deep semantic understanding and retrieval for technical support Pervices;bluesight: Automated discovery service for cloud migration of enterprises;a configurator component for end-user defined mobile data collection Processes;using formal model for evaluation of business processes elasticity in the cloud;a brokerage architecture: cloud service Pelection;service virtualization for self-adaptation in mobile cyber-physical systems;EQL: Event query language for the sharing of internet-of-things infrastructure and collaborative applications Pevelopment;trust-based IoT participatory sensing for hazard detection and response;data provenance model for internet of things (IoT) Pystems.
The proceedings contain 81 papers. The special focus in this conference is on bigdata and cloudcomputing. The topics include: Blockchain for CCTV Surveillance;Intelligent Traffic Management System Using YOLO Machine...
ISBN:
(纸本)9789811921766
The proceedings contain 81 papers. The special focus in this conference is on bigdata and cloudcomputing. The topics include: Blockchain for CCTV Surveillance;Intelligent Traffic Management System Using YOLO Machine Learning Model;ioT-Based Security Camera Bot Using Raspberry Pi;performance Analysis of Different Deep Learning Models for Forest Fire Classification;Secure GEDAR Routing Protocol for Underwater data Collection Using WSN;a Comprehensive Review on Automatic Image Captioning Using Deep Learning;A GAN-Based Triplet FaceNet Detection Algorithm Using Deep Face Recognition for Autism Child;Rapid Efficient Loss Less Color Image Compression Using RCT Technique and Hierarchical Prediction;anonymized Questionnaire Analysis with Differential Privacy for Large-Scale Crowdsourcing;design and Development of Web-based Photoplethysmogram Signal Monitoring and Human Vital Parameters Measurement;smart Fetal Health Monitor;event Location Detection from Online Clustering Algorithms Using Geo-Tagged User data in Social Streams;smart Cyberbullying Detection with Machine Learning;tourist Sentiment Analysis Using Natural Language Processing;sentiment Analysis of Twitter data Using Machine Learning;comparative Study on Recognition of Food Item from Images for Analyzing the Nutritional Contents;shot Boundary Detection and Video Captioning Using Neural Networks;Ensuring the Presence of a Person During Virtual Classes Using Histogram of Oriented Gradients (HOG) Algorithm;an Optimized K-means Clustering Approach on Top of MapReduce;identification of Alzheimer’s Disease Using Principal Component Analysis-Based data Mining Techniques;Dew computing-Inspired Mental Health Monitoring System Framework Powered by a Lightweight CNN;feature Dimensionality Reduction Method on Social Network dataset;Internet of Things (IoT) for Coronavirus (COVID-19) Pandemic: A Survey on Trailblazing Techniques;optical Character Recognition-Based Signboard Detection.
The proceedings contain 112 papers. The topics discussed include: generating test suites with high 3-way coverage for software testing;QoE control of network using collective intelligence of SNS in large-scale disaste...
ISBN:
(纸本)9781509043149
The proceedings contain 112 papers. The topics discussed include: generating test suites with high 3-way coverage for software testing;QoE control of network using collective intelligence of SNS in large-scale disasters;reducing risk of rollover in curve for heavy-duty vehicles with an agent-based advanced driver assistance system;Drishti: a mobile application based multipurpose surveillance system;brain cancer diagnosis-association rule based computational intelligence approach;ontology techniques for representing the problem of discourse: design of solution application perspective;community detection for cold start problem in personalization: community detection is large social network graphs based on users' structural similarities and their attribute similarities;degree of integration into social networks (DISN) evaluation model based on micro-blogging platforms and information dissemination prediction;an improved ant colony optimization algorithm for recommendation of micro-learning path;hybrid attack path enumeration system based on reputation scores;particle swarm stepwise algorithm (PaSS) on multicore hybrid CPU-GPU clusters;and multi-way clustering for heterogeneous information networks with general network schema.
The proceedings contain 73 papers. The special focus in this conference is on data Analytics for Targeted Healthcare, Biologically Inspired Techniques for data Mining, bigdata Science and Engineering on E-Commerce, C...
ISBN:
(纸本)9783319131856
The proceedings contain 73 papers. The special focus in this conference is on data Analytics for Targeted Healthcare, Biologically Inspired Techniques for data Mining, bigdata Science and Engineering on E-Commerce, cloud Service Discovery, data Mining in Social Networks and Pattern Mining and Application of bigdata. The topics include: Conversation intention perception based on knowledge base;joint tree of combinatorial maps;aspect-based sentiment analysis of Amazon reviews for fitness tracking devices;detecting the data group most prone to a specific disguise value;information diffusion pattern mining over online social media;query prediction by currently-browsed web pages and its applications;an emergency system in mobile devices;complementary product selection in E-commerce;mining top-K relevant stay regions from historical trajectories;personalized smart phone wearing behavior analysis;using knowledge graph to handle label imperfection;models for distributed, large scale data cleaning;a scalable data analytics algorithm for mining frequent patterns from uncertain data;local feature selection by formal concept analysis for multi-class classification;ensemble clustering of high dimensional data with fast map projection;a general framework for parallel unary operations on ZDDs;multi-group-based user perceptions for friend recommendation in social networks;toward automatic censorship detection in microblogs;social network community detection using strongly connected components;an author topic analysis of tobacco regulation investigators;toward mining user traversal patterns in the indoor environment;human action recognition in video under clutter and moving background;analyzing personality traits based on user behavoirs of using microblog and a model-based multivariate time series clustering algorithm.
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