2020 International Conference on Machine Learning and Big Data Analytics for IoT Security and Privacy: SPIoT-2020, Volume 1 1st ed. 2021 [Pehme köide]

Session 1: Novel machine learning methods for IoT security



The Innovation of UI Design Courses in Higher Vocational Colleges Based on
the Internet Perspective



Predicting the Getting-on and Getting-off Points Based on the Trafic Big
Data



The Prediction analysis of Passengers Boarding and Alighting Points Based on
the Big Data of Urban Traffic



Verifiable Random Number Based on B-Spline Curve



An Improved Particle Swarm Optimization Algorithm Based on DFC&HRS



Application and Practice of ID3 Algorithms in College Students' Education



Construction of Human Knee Joint Mechanics Model and Study on Mechanical
Characteristics of Flexion movement based on neural network algorithm



Application of Artificial Intelligence Technology in Physical Fitness Test of
College Students



Theoretical Research on College Students' Professional Literacy Design Based
on Deep Learning



Artificial Intelligence is the Technical Guarantee of Network Security



Intelligent Question Answering System of Medical Knowledge Map Based on Deep
Learning



Construction and Practice of Red Teaching Resources Based on Machine
Learning



Reasonable Approach and Development Trend of Artificial Intelligence Sports
Development



Returnee Migrant Workers' Entrepreneurship Based on Artificial Intelligence



Improvement of College Teachers' Teaching Ability under the Background of the
Development of Artificial Intelligence Platform



Influence Factors of Using Modern Teaching Technology in the Classroom of
Junior Middle School Teachers under the Background of Artificial
IntelligenceAnalysis Based on HLM



Analysis and Design of Personalized Learning System Based on Decision Tree
Technology



Deep Learning Classification and Recognition Model Construction of Face
Living Image Based on Multi-Feature Fusion



A Prediction Method of Blood Glucose Concentration Based On Nonlinear
Auto-Regressive Model



Signal Processing Based On Machine Learning Optical Communication



Refined Management of Installation Engineering Cost based on Artificial
Intelligence Technology



Application of Artificial Intelligence Technology in International Trade
Finance



An Improved Genetic Algorithm for Vehicle Routing Problem



A Machine-Learning Based Store Layout Strategy in Shopping Mall



Risk Analysis in Online Peer-to-Peer Loaning Based on Machine Learning: A
Decision Tree Implementation on PPDai.com



The Application of BP Neural Network in the Opioid Crisis



Design of Personalized Intelligent Learning Assistant System under Artificial
Intelligence Background



Application of Artificial Intelligence in Intelligent Decision-making of
Human Resource Allocation



Research on Early Warning of Security Risk of Hazardous Chemicals Storage
Based on BP-PSO



The Application of Artificial Intelligence and Machine Learning in Financial
Stability



Application of alternative routing configuration mechanism based on Genetic
Algorithm in power communication network



Safety Situation Assessment of Underwater Nodes based on BP Neural Network



Session 2: Big data analytics for IoT security



The Innovation of College Counsellor's Work Based On Big Data Analysis



Analysis of India's Big Data Industry



The Application of Computer Virtual Technology in Modern Sports Training



The Research on the Development and Utilization of Hospital Archive
Information in the Big Data Era



Integration and Optimization of College English Teaching Information
Resources in the Context of Big Data



Discussion on the Training of Cross-border E-commerce Application Talents
Based on the Internet Era



Level of Technology Innovation Development and Promotion Strategies of High
Technology Industry in Hubei Province Based on Smart City



Wisdom Media Era of Big Data in the Application of the Short Video from the
Media



Development and Risk of Smart City



Impact of Education with Chinese Feature Reform of Management Courses Based
on Big Data Analysis on Employment Quality of College Students



Test on the Combined Application of Nitrogen and Phosphate Fertilizer to
Provide Intelligent Fertilization for Silage Maize Yield and Quality



Development and Innovation of Education Management Information in College
with Big Data



Data Visualization Association Algorithm Based on Spatio-Temporal Association
Big Data



A Proposed Three-dimensional Public Security Prevention and Control System
Based on Big-Data



Innovation of Ideological and Political Education Model in the Context of Big
Data



Communication Response of Internet Rumor Audiences Based on Big Data
Analysis



Design of University Admissions Analysis System Based on Big Data



Big Data on the Influence of SMEs in Export Trade Financing Costs



Big Data and Economics Research



Protection and Value of DaYing Zhuotong Well Based on Big Data



Analysis and Research on Modern Education Technology under "Internet+" and
Big Data Technology Environment



Management Innovation of Network Society Based on Big Data



Short Term Load Forecasting Model of Building Power System with Demand Side
Response Based on Big Data of Electrical Power



Big Data in Art Design



User Interface Code Automatic Generation Technology Based on Big Data



Cultural Heritage Research Model Based on Big Data



Changes in Enterprise Human Resource Management in the Context of Big Data



The Research on Big Data Promoting Innovation and Development of Inclusive
Finance



Spatial Econometric Analysis of House Prices in Guangdong Province Based On
Big Data



State Grid Yichang Power Supply Company's Young Employee Training Plan Based
On "Big Data Profile"



Framework of Smart Regulation System for Large-scale Power Grid Based on Big
Data and Artificial Intelligence



"21-st Digital Maritime Silk Road" Based on Big Data and Cloud Computing
Technology Facing Opportunities and Challenges--from Digital Trade
Perspective



Outdoor Sports Industry Platform Construction Based On Big Data Technology



Exploration on the Application of Personalized Teaching System Based on Big
Data



A Big-Data Based Study on the Construction of Beforehand Alarming System for
Public Health Emergency



Internet of Things Information Construction Combined with Big Data in Cloud
Computing Environment



Research on the development and management of electric energy under the
background of big data



Secure big data computing based on Trusted Computing and key management



Session 3: Data mining and statistical modelling for the secure IoT



The Research on Student Data Analysis System Based on Data Mining



The Application and Research of Data Mining Technology in Enterprise Service



Influencing Factors of Undergraduates Using App Learning Based on TAM Model
-- Taking MOOC App as an Example



Malicious JavaScript Detection Method Based on Multilayer Perceptron



Computational Simulation of Magnetic Field of FC-Mold



Construction of Simulated Seismic Experiment (Experience) Platform



Social E-Commerce and Marketing Strategy Based on Data Analysis



Innovation Research and Practice of Studio Teaching Mode in the Context of
Smart City



Effects of Combined Application of Nitrogen and Phosphorus Fertilizers on
Photosynthetic Characteristics of Silage Corn, Laying the Foundation of
Agricultural Information



Imagination of Virtual Technology Application in Sports Field



Effect of Time Slot Search on DAG Scheduling Strategy in Heterogeneous
Clusters



"Internet +" in the Marketing Mode of Electric Power Electricity Value-Added
Services to Users



Influencing Factors of Rural Entrepreneurship by University Students in
Qiannan under the Background of Informatization



Transformation of Local Government Administrative Management Concept Based on
Smart City Construction



Analysis and Simulation of Oxidation Causes during Steam Turbine Oil Use
Based on Fenton Oxidation



Optimization of Berth Shore Bridge Allocation Based on Simulated Annealing
Algorithm



Information Security Terminal Architecture of Mobile Internet of Things under
the Background of Big Data



The Evolution of Network Platform Ecology from the Perspective of We Media



Multimodal and Multidimensional Interactive Teaching Mode of Comprehensive
English under the Background of Big Data



Logistics Development under the Background of Internet



Model Analysis of Bowl Buckle High Support Formwork Construction Technology
Based on Computer Simulation Technology



Vulnerability Discovery and Security Protection Based on Web Application



Comprehensive Evaluation of Rural Development Level Based on Data Mining



Intelligent Monitoring System of High-voltage Cabling



Strategic Thinking on High-Quality Development of Digital Economy in Yangtze
River Delta Region of China in the Era of Big Data



Data Distributed Storage Scheme in Internet of Things Based on Blockchain



Design of unified management platform for power operation and maintenance
based on Cloud Computing Technology



Research on economic growth based on MCMC principal component regression
analysis



Session 4: Data confidentiality and privacy in IoT



The Construction and Implementation of the Security Defense System of
University Campus Network



Study on Outlet Height Optimization of Behind-levee Drainage Pumping
Stations



Marketing Mode of Wechat Public Account for College Students Job Searching
-Based on Computer Informationization



Public Credit Information Data Quality Evaluation and Improvement



Reform of Database and Data Warehouse Course based on OBE-CDIO Model



Enhancement of Risk Prevention Ability of Students Funding Subjects in the
Age of All Media



Privacy Protection under the Construction of Smart Cities in China from the
Perspectives of Legislation



The Application of Virtual Reality Technology in Environmental Art Design



Application of VR Technology in Teaching Archery



Public Opinion Guidance with New Government Media in the Smart City



Needs Analysis of the AR Application in the Packaging Design of Ya'an Tibetan
Tea



Construct Sharing Mechanism of College Students' Physical Health Monitoring
Service Based on Geographic Information System



Probability Programming and Control of Moving Agent Based on MC-POMDP



Investigation on Power Marketing Model Based on Hierarchical Management
System in a Smart City



Application Research of Virtual Reality Technology



Online Booking Laboratory Management System



University Education Management Based on Internet of Things Technology



The Influencing Mechanism of Richness of UGC on Purchase Intention -- An
Empirical Analysis Based on "Content + Transaction" APP Users



Path Planning Algorithm of Mobile Robot Based On IAFSA



Virtual Machine Software in Computer Network Security Teaching



Key Technologies of Virtual Reality Fusion and Interactive Operation for
Intelligent Learning in Network Environment



An Approach to Observing Chinas Higher Educational Equity: The Application
of Multimedia and Database in Liberal Arts Education after Lockdown



Key Technologies of Automobile Assembly Intelligent Transfer Platform Based
on Visual Perception



Personnel Management Optimization of University Library Based on Complex
Network Theory



Load Optimization Scheme Based on Edge Computing in Internet of Things



Fire detection method based on improved glowworm swarm optimization-based
TWSVM



A data privacy protection scheme for underwater network



Optimization of production and operation plan of oil pipeline based on Q
Algorithm