the proceedings contain 18 papers. the topics discussed include: high-available cloud platform based on OpenStack;modelling task offloading mobile edge computing;a multi-layer approach for data cleaning in the healthc...
ISBN:
(纸本)9781450395717
the proceedings contain 18 papers. the topics discussed include: high-available cloud platform based on OpenStack;modelling task offloading mobile edge computing;a multi-layer approach for data cleaning in the healthcare domain;development of a Bayesian copula-based spatial-temporal method for multivariate drought risk analysis;monitoring an inversion table back stretching machine using a smartphone accelerometer;multi-path Siamese convolution network for offline handwritten signature verification;error debugging problem in python programming learning assistant system using error debugging method extension blank element selection algorithms;performance evaluation of NFT trading platform based on Hyperledger fabric blockchain;and research on the design and operation mechanism of the opening and sharing platform for scientific and technological resources.
the proceedings contain 39 papers. the topics discussed include: an insider threat detection method based on heterogeneous graph embedding;predicting relations in sg-cim model based on graph structure and semantic inf...
ISBN:
(纸本)9781665480697
the proceedings contain 39 papers. the topics discussed include: an insider threat detection method based on heterogeneous graph embedding;predicting relations in sg-cim model based on graph structure and semantic information;a semantic analysis-based method for smart contract vulnerability;overview of blockchain and cloud service integration;a Russian hate speech corpus for cybersecurity applications;modeling learner behavior analysis based on educational big data and dynamic Bayesian network;remote audit scheme of embedded device software based on TPM;practical verifiable computation on encrypted data;high-performance distributed feature storage and consumption services in power grid scenarios;job scheduling on edge and cloud servers;and disk failure prediction based on SW-disk feature engineering.
the proceedings contain 317 papers. the topics discussed include: efficiently executing sparse matrix-matrix multiplication on general purpose digital single processor;matching using sufficient dimension reduction for...
ISBN:
(纸本)9798350319934
the proceedings contain 317 papers. the topics discussed include: efficiently executing sparse matrix-matrix multiplication on general purpose digital single processor;matching using sufficient dimension reduction for heterogeneity causal effect estimation;GPU parallelization and optimization of a combustion simulation application;dynamic semantic modeling of structural data sources;optimized computation for determinant of multivariate polynomial matrices on GPGPU;dual memory network for medical dialogue generation;evaluating BERT on cloud-edge time series forecasting and sentiment analysis via prompt learning;a practical adversarial attack on graph neural networks by attacking single node structure;three-channel graph convolutional network;image anomaly detection with semantic- enhanced augmentation and distributional kernel;and efficient electronic transaction query model for light nodes based on optimized blockchain structure.
the proceedings contain 8 papers. the topics discussed include: understanding the effects of modern compressors on the community earth science model;analyzing the impact of lossy data reduction on volume rendering of ...
ISBN:
(纸本)9781665463379
the proceedings contain 8 papers. the topics discussed include: understanding the effects of modern compressors on the community earth science model;analyzing the impact of lossy data reduction on volume rendering of cosmology data;exploring data reduction techniques for additive manufacturing analysis;what can real information content tell us about compressing climate model data?;evaluating nonuniform reduction in HIP and SYCL on GPUs;understanding impact of lossy compression on derivative-related metrics in scientific datasets;dynamic clustering-based sharding in distributed deduplication systems;and characterization of transform-based lossy compression for HPC datasets.
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 withtheir 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 53 papers. the topics discussed include: compass: a penalty-based routing with high success ratio in payment channel networks;latency-aware traffic provisioning for content delivery networks;ex...
ISBN:
(纸本)9781665473842
the proceedings contain 53 papers. the topics discussed include: compass: a penalty-based routing with high success ratio in payment channel networks;latency-aware traffic provisioning for content delivery networks;expansion-squeeze-block: linear over-parameterization with shortcut connections to train compact convolutional networks;adaptive packet scheduling algorithm for time-sensitive service based on DTP and reinforcement learning;online competitive posted-pricing mechanism for trading time-sensitive valued data;edge pricing mechanisms under cloud tiered pricing;online learning-based co-task scheduling for minimizing deadline-missing rate in edge computing;federated learning with personalized differential privacy combining client selection;cluster-based task decomposition optimization in cloud manufacturing service platform;percentile optimization based on classical parallel machine scheduling model;and semi-random coding with quantum amplitude amplification for secure access authentication in future 5g communications.
the proceedings contain 33 papers. the topics discussed include: a domain generalization approach for out-of-distribution 12-lead ecg classification with convolutional neural networks;allocating resource capacities fo...
ISBN:
(纸本)9781665458900
the proceedings contain 33 papers. the topics discussed include: a domain generalization approach for out-of-distribution 12-lead ecg classification with convolutional neural networks;allocating resource capacities for an offload-enabled mobile edge cloud system;a novel method for enhancing the accuracy of box detection under noise effect of tags and complex arrangement of pile with cycle-GAN and mask-RCNN;reversible data hiding scheme based on image partitioning and histogram shifting;an expansion on prioritized experience replay with round robin scheduling;a big data approach for fuel oil consumption estimation in the maritime industry;assessing the impact of movie plot summaries on box office sales;SMARTREC: a conversational recommendation system using semantic knowledge graphs;a parallel community detection algorithm based on spanning trees;an artificial intelligence outlook for colorectal cancer screening;real-time detection of objects on roads for autonomous vehicles using deep learning;and on building real time intelligent agricultural commodity trading models.
the proceedings contain 86 papers. the topics discussed include: Windows-based instant messaging (IM) application for educational institution;twitter user sentiment analysis for RUU omnibus law using convolutional neu...
ISBN:
(纸本)9781665453899
the proceedings contain 86 papers. the topics discussed include: Windows-based instant messaging (IM) application for educational institution;twitter user sentiment analysis for RUU omnibus law using convolutional neural network;assessing tax online system success: a validation of success model with focus group study;sentiment analysis of state capital relocation of Indonesia using convolutional neural network;usability on children: a meta-analysis review;speeded up robust features algorithm on augmented reality for Sirah Nabawiyah learning media;sentiment analysis of the use of telecommunication providers on twitter social media using convolutional neural network;impact of interaction, identification, customer satisfaction and customer loyalty on online video on demand;impact of identification, interaction, enthusiasm on value in use: a case of electronic video on demand;impact of absorption, attention, perceived enthusiasm of customer satisfaction on electronic video on demand;and impact of celebrity attractiveness, credibility and digital brand awareness on online purchase intention.
the proceedings contain 28 papers. the special focus in this conference is on Advances in computing and data Sciences. the topics include: An Ensemble Deep Learning Framework for Enhancing Sentiment Analysis;performan...
ISBN:
(纸本)9783031709050
the proceedings contain 28 papers. the special focus in this conference is on Advances in computing and data Sciences. the topics include: An Ensemble Deep Learning Framework for Enhancing Sentiment Analysis;performance Comparison of Julia with C and Python for Solving Computational Problems;an Optimized Approach Towards Malware Detection Using Java Microservices;2DP-FHS: 2D Pareto Optimized Fog Head Selection for Multiple EEG Healthcare data Analysis and Computations;Geospatial Analysis and Machine Learning for Vehicular Mobility Patterns on Indian Two-Way Roads: Leveraging Geotagged Microphone data and Modified CNN Classifier;security and Privacy Challenges of Metaverse in Education;Comparative Analysis of YOLO-Based Object Detection Models for Peritoneal Carcinomatosis;integrated Model for the Prediction of Disease and Treatment Recommendation;assessing Customer Retail datathrough the Application of Various Clustering Algorithms;unveiling a Cutting-Edge Living Style-Based Neural Network Boost Model for Early Heart Disease Prediction;zero-Shot Learning in Cybersecurity: A Paradigm Shift in Attack and Defense Strategies;dataengineering for Nonverbal Expression Analysis - Case Studies of Borderline Personality Disorder;SGDR-YOLOv8: Training Method for Rice Diseases Detection Using YOLOv8;comparative Analysis of Speech Emotion Recognition Models;estimating the Concrete Compressive Strength of Regression Model for Machine Learning;model Evaluation and Selection for Robust and Efficient Advertisement Detection in Print Media;LatentNeuroNet: A Text-Conditioned Stable Diffusion Framework for Reconstructing Visual Stimuli from fMRI;proposal of Indicators for the Design of an App for Teaching Learning in Children with Autism;automatic Speaker Recognition Using Hybrid Parameters Based on Machine Learning Applied on Two dataset;discovering Personal data Security Issues: Insights from "Have I Been Pwned".
the eight papers included in this special issue represent a selection of extended contributions presented at the 17thinternationalconference on Soft computing Models in Industrial and Environmental Applications, SOC...
详细信息
the eight papers included in this special issue represent a selection of extended contributions presented at the 17thinternationalconference on Soft computing Models in Industrial and Environmental Applications, SOCO 2022 held in Salamanca, Spain, September 6th-8th, 2022, and organized by the BISITE group at University of Salamanca. SOCO 2022internationalconference represents a collection or set of computational techniques in machine learning, computer science and some engineering disciplines which investigate, simulate, and analyse very complex issues and phenomena. this special issue is aimed at practitioners, researchers, and postgraduate students who are engaged in developing and applying advanced intelligent systems principles to solve real-world problems in the mentioned fields.
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