the proceedings contain 10 papers. the special focus in this conference is on datamining and bigdata. the topics include: RPP algorithm: A method for discovering interesting rare itemsets;pareto optimization in oil ...
ISBN:
(纸本)9789811572043
the proceedings contain 10 papers. the special focus in this conference is on datamining and bigdata. the topics include: RPP algorithm: A method for discovering interesting rare itemsets;pareto optimization in oil refinery;hypothesis verification for designing flyback booster by analysis of variance visualized on triangular matrix representations;application of decision tree algorithm based on clustering and entropy method level division for regional economic index selection;an evaluation algorithm of the importance of network node based on community influence;PCA based kernel initialization for convolutional neural networks;Research on PM2.5 integrated prediction model based on Lasso-RF-GAM;research on short-term urban traffic congestion based on fuzzy comprehensive evaluation and machine learning.
the proceedings contain 35 papers. the topics discussed include: data-driven approach for generating colormaps of scientific simulation data;a 3D-shockwave volume rendering algorithm based on feature boundary detectio...
ISBN:
(纸本)9789898704214
the proceedings contain 35 papers. the topics discussed include: data-driven approach for generating colormaps of scientific simulation data;a 3D-shockwave volume rendering algorithm based on feature boundary detection;using reorderable matrices to compare risk curves of representative models in oil reservoir development and management activities;laser spot detection and characteristic analysis in plasma interaction simulation;hybrid sort a pattern-focused matrix reordering approach based on classification;data interpolation based on contextual analysis for generating tomographic images in concrete specimen;graphical user interface personalization: user study of image frequency preferences;evaluation of color spaces for unsupervised and deep learning skin lesion segmentation;and repeated pattern extraction with knowledge-based attention and semantic embeddings.
the proceedings contain 69 papers. the topics discussed include: deep reinforcement learning approach for autonomous agents in consumercentric electricity market;visual analysis of Chinese education bigdata research ...
ISBN:
(纸本)9781728141114
the proceedings contain 69 papers. the topics discussed include: deep reinforcement learning approach for autonomous agents in consumercentric electricity market;visual analysis of Chinese education bigdata research in recent five years;rankings correlation study-brand search volume vs. brand sales volume;the online attention of class 5A scenic spots in Jiangsu Province, China: a bigdata analysis of based on Baidu index;design method of front-end componentized architecture for bigdata visualization large-screen;data factory: an efficient data analysis solution in the era of bigdata;and security analysis of power system user behavior in bigdata based on comparative of neural network methods.
the proceedings contain 103 papers. the topics discussed include: online purchase behavior prediction and analysis using ensemble learning;research on deep learning based code generation from natural language descript...
ISBN:
(纸本)9781728160245
the proceedings contain 103 papers. the topics discussed include: online purchase behavior prediction and analysis using ensemble learning;research on deep learning based code generation from natural language description;power consumption forecast of energy-intensive enterprises based on power marketing business data;a fast and accurate face alignment method based on deep learning on mobile device;time series segmentation of flood flow based on bi-LG-LSTM neural network;analysis of vessel anomalous behavior based on Bayesian recurrent neural network;operation framework of the command information system based on bigdata analysis;and a cooperative vehicles selection method based on privacy-preserving driving routes comparison for urban scenarios.
the proceedings contain 60 papers. the topics discussed include: data-driven model for influenza prediction incorporating environmental effects;experimental evaluation of forward secure dynamic symmetric searchable en...
ISBN:
(纸本)9789897584268
the proceedings contain 60 papers. the topics discussed include: data-driven model for influenza prediction incorporating environmental effects;experimental evaluation of forward secure dynamic symmetric searchable encryption using the searchitect framework;skeleton-based action recognition for industrial packing process;machine learning based malware traffic detection on IoT devices using summarized packet data;online predicting conformance of business process with recurrent neural networks;do not tell me what i cannot do! (the constrained device shouted under the cover of the fog): implementing symmetric searchable encryption on constrained devices;best fit missing value imputation (BFMVI) algorithm for incomplete data in the Internet of things;the socio-technical impact of the internet of things: an exploratory mixed methods research;and tackling the six fundamental challenges of bigdata in research projects by utilizing a scalable and modular architecture.
the proceedings contain 103 papers. the topics discussed include: artificial intelligence cyber security strategy;legal regulation of cyberbullying — from a Chinese perspective;cyber-based intelligent route planning ...
ISBN:
(纸本)9781728166094
the proceedings contain 103 papers. the topics discussed include: artificial intelligence cyber security strategy;legal regulation of cyberbullying — from a Chinese perspective;cyber-based intelligent route planning with multi-constraints;a neural embedding for source code: security analysis and CWE lists;feature extraction approach to unearth domain generating algorithms (DGAs);a survey of key issues in UAV data collection in the Internet of things;a new dynamic conditional proxy broadcast re-encryption scheme for cloud storage and sharing;efficiency optimization in supply chain using RFID technology;and executing complex calculations in the cloud to enable real-time data processing.
the proceedings contain 21 papers. the special focus in this conference is on mining Humanistic data. the topics include: threat Landscape of Next Generation IoT-Enabled Smart Grids;towards a Smart Port: the Role of t...
ISBN:
(纸本)9783030491895
the proceedings contain 21 papers. the special focus in this conference is on mining Humanistic data. the topics include: threat Landscape of Next Generation IoT-Enabled Smart Grids;towards a Smart Port: the Role of the Telecom Industry;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 and Movie Synopses;the Converging Triangle of Cultural Content, Cognitive Science, and Behavioral Economics;application and Algorithm: Maximal Motif Discovery for Biological data in a Sliding Window;A New Approach to 5G and MEC Integration;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;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.
In the age of bigdata, the rapid advancement of information technology has markedly transformed the manner in which companies manage their financial *** financial decision support systems, integrated withdatamining...
详细信息
the existing classification prediction models increase in training time and cost withthe increase in the number of features, significantly increase in computational complexity, and irrelevant or redundant features in...
详细信息
Prospective purchasers now deal with location ignorance in a certain area. Here, we want to set up a bigdata analytics system that can handle different kinds of data processing for a broad variety of uses. bigdata a...
详细信息
暂无评论