The proceedings contain 40 papers. The special focus in this conference is on bigdataintelligence and computing. The topics include: A Novel Approach of Securing Medical Cyber Physical Systems (MCPS) from ...
ISBN:
(纸本)9789819922321
The proceedings contain 40 papers. The special focus in this conference is on bigdataintelligence and computing. The topics include: A Novel Approach of Securing Medical Cyber Physical Systems (MCPS) from DDoS Attacks;LTCS: Lightweight Tree-Chain Scheme for ADS-B data Authentication;electronic and Remote Voting Systems: Solutions to Existing Problems – An Experimental Approach to Secure Voting Platforms on Endpoints;Research on the Mechanism of Cooperative Defense Against DDoS Attacks Based on Game Theory;Detection of Malicious Node in VANETs Using Digital Twin;the Storage and Sharing of bigdata in Air Traffic Management System;automated Recognition and Classification of Cat Pain Through Deep Learning;perceiving Airline Passenger Booking Lifecycle with the Utilization of data Warehouse;utilizing an Airline data Warehouse for Website data Analytics: A Conceptual Design;adopting a Deep Learning Split-Protocol Based Predictive Maintenance Management System for Industrial Manufacturing Operations;Multi-platform Performance Analysis for CRUD Operations in Relational databases from Java Programs Using Hibernate;Enhancing data Warehouse Efficiency by Optimizing ETL Processing in Near Real Time data Integration Environment;bigdata Visualization Tools, Challenges and Web Search Popularity - An Update till Today;the Australian Digital Observatory: Social Media Collection, Discovery and Analytics at Scale;a Web Application-Based Infant Health Monitoring System for Parents & Medical Professionals;Impact of Business Analytics and Decision Support Systems on E-commerce in SMEs;task Offloading and Resource Allocation in Satellite Terrestrial Networks: A Deep Deterministic Policy Gradient Approach;attendance Monitoring and Management Using Facial Recognition;reinforcement Learning-Based Task Scheduling Algorithm for On-Satellite data Analysis.
The proceedings contain 185 papers. The topics discussed include: wearable IMU based gait quality quantitative evaluation method;quantum computing approach for energy optimization in a prosumer community;raising citiz...
ISBN:
(纸本)9781665462976
The proceedings contain 185 papers. The topics discussed include: wearable IMU based gait quality quantitative evaluation method;quantum computing approach for energy optimization in a prosumer community;raising citizens and institutions awareness of environmental problems using smart sensing technologies;event detection in financial markets;design-space exploration of quantized transposed convolutional neural networks for FPGA-based systems-on-chip;seamless sensor data acquisition for the edge-to-cloud continuum;occupancy prediction in buildings: an approach leveraging LSTM and federated learning;lightweight model by iterative momentum pruning scheme for channel reduction;a deep reinforcement learning based approach for intelligent reconfigurable surface elements selection;exploiting mobility data to forecast Covid-19 spread;machine learning methods for microwave imaging in cancer detection;and physical activity recognition using deep transfer learning with convolutional neural networks.
The proceedings contain 32 papers. The topics discussed include: a study on exploit development;mining of microsatellites in genomic data using a hybrid approach with range tree applications;empirical evaluation of in...
ISBN:
(纸本)9798350309904
The proceedings contain 32 papers. The topics discussed include: a study on exploit development;mining of microsatellites in genomic data using a hybrid approach with range tree applications;empirical evaluation of in silico microsatellites mining tools designed using NextGen technology in crops;comparative study of ransomwares;a comparative analysis of stock price prediction techniques;a comparative study of different convolution neural network architectures for hyperspectral image classification;uses of social media and computer technologies for guest satisfaction and recommendation analysis using machine learning in hotels industries;acceptance of the nanotechnology in the food industry for customer satisfaction;a novel scheme for feature selection using filter approach;machine learning approaches for crop yield prediction: a review;and significant impact of 5G technology worldwide: with special reference to specific industries and countries.
The proceedings contain 11 papers. The topics discussed include: learning medical image segmentation via u-net based positive and unlabeled learning method;supervised learning and unsupervised learning on music data w...
ISBN:
(纸本)9781665420716
The proceedings contain 11 papers. The topics discussed include: learning medical image segmentation via u-net based positive and unlabeled learning method;supervised learning and unsupervised learning on music data with different genres;bigdataintelligence solution for health analytics of COVID-19 data with spatial hierarchy;a display-driven anti-aliasing visualization technology of large-scale vector data in real-time;optimization of text generation method for task-based human-machine dialogue system;a feature and deep learning model recommendation system for mobile application;mitigating app collusion using machine learning;the digital construction in multinational corporations: a preliminary study;elastic service provisioning for mobile edge computing;and research on data assets and their appraisal models.
The proceedings contain 46 papers. The topics discussed include: the impact of virtual learning environments on the practical skills of open distance learning students in electrical engineering;ontology reuse: neural ...
ISBN:
(纸本)9781665484220
The proceedings contain 46 papers. The topics discussed include: the impact of virtual learning environments on the practical skills of open distance learning students in electrical engineering;ontology reuse: neural network-based measurement of concepts representations and similarities in ontology corpus;modelling the IEC 61850 and DNP3 protocol using OPNET in an electrical substation communication network;cognitive solution for multimedia access;dynamic remote networking for modular data centers;novel data-based model for future epidemiology;sentiment analysis of South African news company;enhanced data integrity encryption algorithm for cloud computing;development of data acquisition system for real-time monitoring using a smartphone;reducing routing overhead with a clustering protocol based on ad hoc distance vector and dynamic source routing protocols;and application of artificial neural network on South African sign language recognition system.
The proceedings contain 32 papers. The topics discussed include: professional course offered within a technical academy concerning the innovative BIM technology;heatmap matrix: using reordering, discretization and fil...
ISBN:
(纸本)9789898704429
The proceedings contain 32 papers. The topics discussed include: professional course offered within a technical academy concerning the innovative BIM technology;heatmap matrix: using reordering, discretization and filtering resources to assist multidimensional data analysis;BIM teaching and programing in dynamo applied in the maintenance of buildings;3D pose estimation by grouped feature fusion and motion amplitude encoding;identifying wear particles with their shape attribute;using reorderable heatmaps as a support for data assimilation in petroleum reservoir management and development processes;detection of fashion landmarks based on pose estimation and human parsing;design elements extraction based on unsupervised segmentation and compact vectorization;domain adaptation in image dehazing: exploring the usage of images from virtual scenarios;and interpolation and context magnification framework for classification of scene images.
The proceedings contain 48 papers. The topics discussed include: a data-driven knowledge-enriched framework for dialogue modeling;dysphasia’s voice extraction and period selection in deep learning framework;analysis ...
ISBN:
(纸本)9781728141176
The proceedings contain 48 papers. The topics discussed include: a data-driven knowledge-enriched framework for dialogue modeling;dysphasia’s voice extraction and period selection in deep learning framework;analysis and design of network public opinion early warning system for emergencies;bilinear CNN for low-shot footprint classification;tiered financial fraud detection utilizing precision stratified random forest assembly;where are the optimization potential of machine learning kernels?;blockchain synchronization performance enhancement using forwarder assignment in an overlay network;and dangerous goods detection system of X-ray images based on mask R-CNN.
The proceedings contain 32 papers presendted at a virtual meeting. The special focus in this conference is on Artificial intelligence for IT Operations. The topics include: A Taxonomy of Anomalies in Log Dat...
ISBN:
(纸本)9783031141348
The proceedings contain 32 papers presendted at a virtual meeting. The special focus in this conference is on Artificial intelligence for IT Operations. The topics include: A Taxonomy of Anomalies in Log data;little Help Makes a big Difference: Leveraging Active Learning to Improve Unsupervised Time Series Anomaly Detection;MMRCA: MultiModal Root Cause Analysis;IAD: Indirect Anomalous VMMs Detection in the Cloud-Based Environment;comparing Graph data Science Libraries for Querying and Analysing datasets: Towards data Science Queries on Graphs;gamification for Healthier Lifestyle – User Retention;streaming and Visualising Neuronal Signals for Understanding Pain;graph Analytics Workflows Enactment on Just in Time data Centres Position Paper;say No2Ads: Automatic Advertisement and Music Filtering from Broadcast News Content;data Centred Intelligent Geosciences: Research Agenda and Opportunities Position Paper;Design Patterns in an ERP Environment;towards a Semantics-Based Search Engine for Smart Contract Information;a Blockchain-Based Autonomous System for Primary Financial Market;multi-agent Reinforcement Learning for Task Allocation in Cooperative Edge Cloud computing;occupancy Estimation from Thermal Images;constraint-Aware Trajectory for Drone Delivery Services;seamless Synchronization for Collaborative Web Services;Crowd4ME: A Crowdsourcing-Based Micro-expression Collection Platform;AI-Enabled Processes: The Age of Artificial intelligence and bigdata;hybrid Recommendation of Movies Based on Deep Content Features;continuously Testing Distributed IoT Systems: An Overview of the State of the Art;towards Scalable Blockchains Using Service-Oriented Architectures;snapshot of Research Issues in Service Robots;automatic Image Annotation Using Quantization Reweighting Function and Graph Neural Networks;interactive Process Improvement Using Simulation of Enriched Process Trees;a Reproducible Approach for Mining Business Activities from Emails for Process Analytics;human-in
The proceedings contain 164 papers. The topics discussed include: a fuzzy IBE Scheme with Attribute Timeliness;An Attribute-Based Searchable Encryption scheme supporting trapdoor updating;application of fuzzy analogy ...
ISBN:
(纸本)9781538675182
The proceedings contain 164 papers. The topics discussed include: a fuzzy IBE Scheme with Attribute Timeliness;An Attribute-Based Searchable Encryption scheme supporting trapdoor updating;application of fuzzy analogy preferred ratio based on Euclid distance in quantitative decision of turfgrass introduction;incremental user modeling of online activity for cyber-I growth with successive browsing logs;from user models to the cyber-I model: approaches, progresses and issues;correlation analyses between personality traits and personal behaviors under specific emotion states using physiological data from wearable devices;a study on quantitative risk assessment methods in security design for industrial control systems;and acquisition and analysis of forensic data artifacts of some popular apps in android smartphone..
This article aims to analyze the interactive impact and integration development trend of three technologies: artificial intelligence, bigdata, and cloud computing. Overview of its basic concepts and technical charact...
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