Innovative Computing IC 2020 1st Edition by Chao Tung Yang, Yan Pei, Jia Wei Chang ISBN 9811559619‎ 978-9811559617

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Product details:

ISBN 10: 9811559619‎ 

ISBN 13: 978-9811559617

Author:  Chao-Tung Yang, Yan Pei, Jia-Wei Chang

This book gathers peer-reviewed proceedings of the 3rd International Conference on Innovative Computing (IC 2020).

This book aims to provide an open forum for discussing recent advances and emerging trends in information technology, science, and engineering. Themes within the scope of the conference include Communication Networks, Business Intelligence and Knowledge Management, Web Intelligence, and any related fields that depend on the development of information technology. The respective contributions presented here cover a wide range of topics, from databases and data mining, networking and communications, the web and Internet of Things, to embedded systems, soft computing, social network analysis, security and privacy, optical communication, and ubiquitous/pervasive computing.

Readers such as students, researchers, and industry professionals in the fields of cloud computing, Internet of Things, machine learning, information security, multimedia systems, and information technology benefit from this comprehensive overview of the latest advances in information technology.

The book can also benefit young investigators looking to start a new research program.   

Table of contents: 

1. A Computer-Aided Diagnostic System to Detect Polyp in Computed Tomographic Colonography Images

2. Image Classification Model Using Deep Learning on the Edge Device

3. The Implementation of Facial Symmetry Assessment Before and After Orthognathic Surgery Using Transfer Learning

4. An Analysis of the Relationship Between Career Decision-Making Self-Efficacy and Career Selection Anxiety of Senior Students

5. File Management Based on Decision System in Human Resource Optimization

6. Operation Strategy of Power System Based on Energy Internet

7. Development of a New Type of Personnel Attendance Machine

8. Analysis of the Influence of Extracurricular Knowledge on College Students’ Values Based on Knowledge Mapping Theory

9. Construction of the University’s Intelligent Teaching Model Based on Mobile Technology—Take the Reform of English Curriculum at Chengdu Neusoft College as an Example

10. Promotion Path of Children’s Literary Works Reading in the New Media Age

11. Development Status and Trend of IoT Communication Technology

12. Suspension System Based on PID Control

13. Public Service of Retired Personnel in Colleges and Universities in the Internet Era

14. A Review of the Development and Future Trends of Data Mining Tools

15. Intelligent Power Consumption Monitoring Device Based on Single-Chip Microcomputer

16. Weibo Public Opinion Monitoring System Based on Sensitive Information Mining

17. Calculus Teaching Method Based on Artificial Intelligence Application

18. Application of Disk Burning Technique on Human Centrifuge Data Manage

19. Rural Retirement Destination Project Recommendation and Project Development Based on Big Data Analysis

20. Application of Computer “Virtual Reality” Technology in College Physical Training

21. Relationships Among Latent Growth Curve Model, Statistic Power, and Sample Size

22. Fault Feature Extraction of Rotating Machinery by Using EMD and ICA

23. Fault Feature Extraction of Diesel Engine by Using Ensemble EMD and Morphological Fractal Dimension

24. Analysis of Diet Nutrition of Long-Distance Runners Based on Big Data Monitoring

25. Multi-source Cooperative Dispatching Technology for the AC/DC Hybrid Grid

26. Application of Computer Intelligent Control Technology in Physical Education Teaching

27. License Plate Character Segmentation Algorithm in Intelligent IoT Visual Label

28. Computer Simulation on the First Secretary of Poverty Alleviation

29. Construction of School-Enterprise Cooperation Training Platform for Preschool Education in the “Internet +” Era

30. Design and Implementation of Intelligent Garage Monitoring System

31. Numerical Control Machine Tool State Monitoring System Based on Multidimensional Information

32. Capacity Building of Urban Community Mutual Volunteer Assistance for the Aged in Hangzhou Based on Intelligent Cities

33. Application of Mobile Learning in College English Teaching Under the Background of “Internet +”

34. Standard Influence Evaluation Model Based on SVM—GB Is Affected by ISO

35. Innovative Research on Painting Appreciation Education Based on Big Data

36. Professional Teaching Improvement from the Perspective of Teaching Diagnosis Reform

37. Strategy of Promoting the Competitiveness of Homestay Under the Background of “Internet+”

38. Construction of Agricultural Products Marketing System in the Computer Age

39. Analysis of the Communication Characteristics and Audience Usage Requirements of Animation Apps

40. Discussion on Constructing a New System of Pharmacy Experiment Teaching in “Internet +” Teaching

41. Construction of Intelligent Library Self-Service and Management System of College

42. Development Situation of Integrated Space-Terrestrial Network and Investigation on Key Technologies of Space-Based Communication

43. Application of High-Throughput Sequencing Data Mining in Comparison of Gene Expression Profile in Renal Cell Carcinoma and Normal Renal Cell by RNA-Seq

44. Malfunction Diagnosis of Scrolling Bearing Based on CS-BP

45. College Oral English Teaching Method Based on Information Technology

46. Exploration on Reform of Online and Offline Mixed Ideological and Political Teaching Mode in Higher Vocational Colleges

47. Practice on Teaching Reform and Innovation of the CAD Course

48. Mine Cable Fault Precision Locator Based on Atmega16 and FPGA Technology

49. Comprehensive Evaluation of High-Quality Development of Advanced Manufacturing Industry Based on Entropy Method

50. Analysis of the Mechanism of Financing Constraints Affecting Financial Flexibility Based on Big Data

51. Analysis of Hotspots in Domestic Internet Public Opinion Research in Recent Six Years

52. Traffic State Division of Typical Two-Phase Intersection Based on Informational Split Analysis

53. Improved Metric-Learning in Artificial Intelligence

54. An Intelligent Diagnosis Algorithm for Oxygen Decompressor Manufacturing Process

55. Design of Sensible Antenna Engineering Parameters System

56. HVAC System Design Based on Electromechanical Technology Transformation

57. Electric Energy Substitution Analysis of Typical Industries Based on Grey Theory

58. Information Service Quality Evaluation Attribute Based on “Cargo Carpooling” Platform

59. Development and Application of Visual Virtualization Tourism Crafts in Northern Guangxi

60. Bayesian Spatial–Temporal Models for Drug Abuse

61. A Novel Range-Free Grid Localization Algorithm Based on Support Vector Machine in Wireless Multimedia Sensor Networks

62. Inversion Model Design of Chlorophyll a Based on BP Neural Network and Remote Sensing Image

63. Self-learning Model of Knowledge Under Uncertain Conditions

64. Classification of Students’ Body Shape Based on Deep Neural Network

65. Hardware Key of Ultrasonic Detector

66. Based on the GPS Terminal Highly Dependent on the Efficient Processing of Large Data Upstream and Downstream Data

67. Specialized Crowd Garment Design Model Based on Information Technology

68. Target Detection Experiment Method and Process Based on YOLOV3

69. Analysis the Service Quality of China’s Service Industry in 2018

70. The Design of Intelligent Teaching System in Universities Based on Internet of Things and Virtual Reality Technology

71. Design of Centralized Control System for Polymerization Reactor Based on STM32

72. Construction and Application of Data Warehouse Project of an Automobile Sales Company

73. Innovation of College Counselor’s Work Against Internet + Live Broadcast

74. Online Monitoring and Assessment System For Air Compressor Energy Efficiency Based on Wireless Data Transmission

75. On Protection Strategies for Computer Network Information Security and Its Key Technologies

76. An Exploration on College English Writing Teaching Innovation in the Age of Big Data

77. Home Endowment Service Individuation Forecast Multi-dimensional Data Analysis

78. Analysis of Web Log Mining Based on Association Rule

79. Analysis of Association Rules of Investment Risk and Accounting Based on Artificial Intelligence Model

80. Teaching Exploration on Computer Technology and Computational Thinking Based on CDIO Concept

81. Network Intrusion Detection Based on Improved Decision Tree

82. Development Trend Analysis of Association Standards

83. The Reform of the Training Mode of Art Design Talents in Vocational Education in the Context of Artificial Intelligence

84. Application and Research of Artificial Intelligence Technology in Sports

85. Research and Implementation of Teaching and Experiment System of Artificial Intelligence Specialty

86. Target Tracking Problem Based on Visual Image

87. Discussion and Analysis on the Application of Artificial Intelligence in the Field of Competitive Sports

88. Innovation and Entrepreneurship Education from the Perspective of Artificial Intelligence

89. Campus Landscape Design Under the Background of Internet +

90. Coupling Synchronization of HIV Model

91. Design and Application of Automatic Report Form Generation by OPC Data Collection Technology in Iron and Steel Enterprises

92. An Optimization Model on the Problem of Shared Bicycle Operation in Beijing Based

93. Construction of New Cultural and Creative Intelligent Data Platform in Changbai Mountain

94. Application Analysis of Blockchain in the Field of Finance

95. The Application of Artificial Intelligence Technology in Physical Education

96. Brief Discussion on the Promotion of 5G to the Internet of Things

97. An Improved Algorithm of Mixed Cooperative Filter Recommendation Based on Project and User

98. Control Method of Bionic Robot

99. Dynamic Community Recognition Algorithm Based on Node Embedding and Linear Clustering

100. On Visual Arts Education Based on Network Information Technology

101. Design Strategy of Wearable Equipment Based on Smart Home Pension System

102. Network Security Performance Analysis Based on Netflow

103. Intelligent Image Segmentation and Circular Rectangle Dichotomy Defogging Algorithm

104. Design and Implementation of Urban Traffic Flow Resource Data Management System Based on Deep Learning Algorithm

105. AI Finance and Blockchain Combine Medical Finance

106. Design of Laboratory Control and Management System Based on Cloud Service

107. Traffic Planning Method of Smart City Based on Network Optimization

108. Intelligent Dispatching Platform Based on “Cargo Carpooling”

109. Thoughts on the Relationship Between Artificial Intelligence and Philosophy

110. Optimization Strategy of Online Store Marketing Based on Consumer Satisfaction

111. Control Method of Energy Saving and Loss Reduction of Power Grid

112. Analysis of Knowledge Map Characteristics of College Students with Constructing Correct Values

113. Contrasts of University Teachers’ Development on Technology Skills Between China and Australia

114. Construction of Innovation and Entrepreneurship Curriculum System Based on New Media Technology

115. Impact of Internet of Things on Computer Communication Networks

116. Hybrid Filtering Recommendation System for Libraries

117. Characteristic of Network Attention for Rural Tourism Based on Big Data

118. Development Strategy of Rural Ecotourism Based on “Internet +”

119. Measurement of Cross-Border E-commerce Convenience Level in Countries Along the Belt and Road Initiative

120. Informatization Innovation for Agricultural Products Marketing Under the Background of “Internet +”

121. Problems and Countermeasures in the IP Construction of Domestic Animation

122. Ways and Countermeasures to Improve Collaborative Capacity of Virtual Maker Space

123. Introduction of Video Analysis Technology in Basketball Teaching Under the Background of “Internet +”

124. Up-Regulated Genes in Cell Cycle Pathway of ccRCC Discovered by High-Throughput Sequencing Data Mining

125. Computer-Aided Inspection and Quality Control System for Automotive Parts

126. Short-Term Wind Speed Forecasting Based on PSO-ELM

127. Practice of Informatization and Flipped Classroom in Technical Courses

128. Evaluation of Competitiveness of Coastal Cities Based on Global Factor Analysis Model

129. Survey on Hotspots and Frontiers of Online Public Opinion at Home and Abroad

130. Employing Machine Learning Algorithms for Stock Index Prediction

131. On the Sustainable Development of Folk Handicraft Culture Based on Multimedia Technology

132. Design and Application of Spatial Mapping Object Model Driven by GIS

133. Talent and Urban Development Based on Gray Prediction Model

134. Data Retrieval Model of Sports Score Using Cloud Computing

135. Regional Food Safety Testing Risk Analysis and Early Warning Research

136. Development and Application of Intelligent System in Mechatronics Control

137. Platform with Intelligent Repair and Fast Power Fault Disposal Support Based on Panoramic Data

138. Standardization of Trade Logistics and Its Enlightenment

139. Application of Artificial Intelligence in Higher Vocational English Teaching in the Information Environment

140. Architectural Decoration of Traditional Dwellings in Northeast China Under the Background of Big Data

141. Transformation of Service Capacity of Local Think Tanks in Big Data

142. Talking About the Application Analysis of Artificial Intelligence in the Financial Field

143. Feasibility Analysis of Baseband Architecture for Multi-constellation GNSS Receiver

144. On the Application of Artificial Intelligence Information

145. Application of BP Neural Network Optimized by Stein Loss in Plant Identification

146. Situational Oral English Teaching on Campus Network Information Platform Under the View of “Internet Plus”

147. Application of Computer Technology to Human Resources Informatization Management Under the Background of Innovation and Entrepreneurship

148. Performance Evaluation of High-Tech Enterprises’ Science and Technological Input Based on BP Neural Network

149. Professional Application and Performance of SketchUp Software Under the Background of Innovation and Entrepreneurship

150. Semi-supervised Learning of Database Annotated Data Clustering Method

151. Design of Photographic Lighting Placement Virtual Platform Based on Multimedia Technology

152. Detection and Failure Testing Methods of Automatic Transmission

153. Design of Ultrasonic Reversing Radar Based on Single-Chip Microcomputer

154. Application Strategies of Waste Sorting Facilities Based on Internet of Things

155. Application of Computer Technology in English Micro-class Design

156. Application of Virtual Reality Technology in the Experiment Teaching of Tourism Destination Crisis Management

157. Financial Sharing Model Based on Block Chain Technology

158. Analysis of Marketing Strategy of Enterprises in the Era of Big Data

159. Innovation and Development of English Higher Education in the Era of “Internet +”

160. Development of Informatization Innovation of University Education Management Under the Era of Big Data

161. Entropy Weight Method and Fuzzy Network-Based Task Completion Rate Prediction Model

162. Application of Mobile App in Japanese Language Learning System

163. Visual Design Based on Internet and Information Technology Environment

164. Physical Education in the View of Computer Multimedia

165. Design and Realization of Electronic Fence Based on GPS Technology

166. Effect of Vacuum Treatment on Water Migration in Surimi Gel

167. Model of University Education Informationization Maturity from the Perspective of Management

168. Power Big Data Distributed Retrieval System Based on Cloud Computing Technology

169. Coordinated Development of Financial Development, Technological Innovation and High-Quality Economic Development—Empirical Analysis Based on Panel Data of Jiangsu Province in China

170. A New Stylized Edge Generated by the Abstract ETF

171. Application of Multimedia Network Technology in Gymnastics Teaching Under the Background of Internet

172. Cross-Layer Transmission Variable Routing Measurement Model

173. Real-Time Face Recognition Based on Dlib

174. Smart Home Care Service Platform Based on Cloud Computing

175. Application of Cloud Computing on Chinese Sports Leisure Industry

176. Application Analysis of Computer Science and Automation Management System in School Physical Education

177. Impact of Cloud Computing Data Model on “The Combination of Medical Care and Pension”

178. Real-Time Expression Recognition Improvement System Based on Deep Learning

179. Automatic Adjustment Method of Digital Electronic Controller Parameters Based on Big Data Analysis

180. Realization of “Animated Image Processing” Open Teaching Platform

181. XML Parsing Technique

182. Application of “Internet + BIM” Technology in Intelligent Construction of Prefabricated Buildings

183. Layout Optimization of Sponge Facilities Based on Suitability Evaluation of Sponge City

184. Video Mapping Based on 3D Printing Model of Building

185. Security Analysis of Anti-counterfeiting RFID for R&W Real-Time Data

186. Seismic Performance Analysis of RC Frame Core Tube Structure Considering Floor Parameters

187. Exploring the Determinants of Geographic Information System

188. Design of Teaching System for Complex Skills Training Based on Desktop Virtual Reality System

189. Necessity of Introducing ICIS Design into Enterprises in Network Economy Era

190. A Solution Algorithm for Exploring Shop Scheduling Problems

191. Influence of Sports APP on Sports Behavior of Public Sports Students in Sichuan Universities

192. Multi-factor Fracturing Evaluation Template Based on Mathematical Statistic Methods

193. Fault Line Selection and Location of Distribution Network Based on Fault Recording Data

194. A Criterion Approach of Loop Closing Operation in Distribution Networks

195. A Construction Framework Design of Smart Classroom in Universities Based on Pedagogy-Space-Technology Framework

196. Generation Method of Binary Patterns Based on the Space-Time Combination with Projector Defocusing

197. Threat Information Network Based on Link Prediction

198. Philosophy Teaching Management Under the Information Environment

199. Research and Design of Noise and Vibration Control Device for Substation Equipment

200. MOOC Teachings of Chinese Culture for English Majors of Applied Universities Taking Anhui Sanlian University as an Example

201. Situation and Suggestion of Nuclear Industry Standardization in China

202. Research and Design of Personalized Recommendation System Model for Course Learning Based on Deep Learning in Grid Environment

203. Growth Dynamics Computing of Carbon Fiber Industry Based on G-MEC Model Under the Background of Informationization

204. Calculation of Fuzzy Control in MPPT of Photovoltaic Power Generation System

205. Wireless Sensor Network Clustering Routing Protocol Based on Energy and Distance

206. Teaching Reform of the “Stamping Forming Process and Die Design” Course Based on “Internet +”

207. Research and Design of Student Party Member Development Recommendation Model Based on Grid Platform Deep Learning Mode

208. The Application of OrCAD/PSpice Software in Electronic Circuit Analysis

209. CNN Model Optimization Cheme and Applications

210. Paper Counting Device Based on FDC2214

211. Information Sharing and Corporate Intellectual Property Protection

212. The Application of Intelligent Technology in Chinese Language Teaching

213. Design and Implementation of Student Positioning Security Management Based on CDMA and GPSone Technology

214. Big Data Analysis and Thinking on the Status Quo of Adaptation Education in University Freshmen

215. Information Exchange Method of Ship Automatic Control Under Artificial Intelligence

216. Scene Construction of High-Rise Building Fire Based on SIR Model

217. Industry Rotation Phenomenon Under the Back of Information

218. Development of Automobile Industry Technology Based on Patent Information

219. Evaluation and Optimization of Green Building Based on BIM

220. Construction Safety Production Evaluation Based on Cloud Model

221. Prediction of Asphalt Pavement Fatigue Damage of Expressway Based on Deep Learning

222. Information Milk Powder Traceability and Rationalization Sales System Based on Internet of Things

223. Mixed Catering Recommendation Model Based on Context Awareness and User Interest

224. Knowledge Graph Construction for Payment Data Risk Control

225. Fashion Coordination System Based on Depth Camera Capture and Virtual Reality

226. A Thermal Evaluation Method of Data-Driven Distribution Transformer

227. Reform and Application of the Mixed Teaching Mode of Higher Mathematics Supported by Internet Courses

228. Swelling Behavior and Antibacterial Property of Sericin/NIPAAm/AgNPs Semi-IPN Hydrogel

229. Innovation and Practice of Software Engineering and Technical Personnel Training in the Mode of Official Industry and Learning

230. How to Establish Correct Values Facing the Internet—New Challenges Faced by Ideological and Political Education in the New Era

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Tags: Chao Tung Yang, Yan Pei, Jia Wei Chang, Innovative Computing