New frontiers in artificial intelligence : JSAI-isAI 2018 Workshops, JURISIN, AI-Biz, SKL, LENLS, IDAA, Yokohama, Japan, November 12-14, 2018, Revised selected papers /: JSAI-isAI 2018 Workshops, JURISIN, AI-Biz, SKL, LENLS, IDAA, Yokohama, Japan, November 12-14, 2018, Revised selected papers. (2019)

• Record Type: Book
• Further Information: Note: Kazuhiro Kojima, Maki Sakamoto, Koji Mineshima, Ken Satoh (eds.).
• Editors: (Information technology scientist), Kojima, Kazuhiro; Sakamoto, Maki; Mineshima, Koji; Satoh, Ken, 1959-
• Other Names: JSAI-isAI (Symposium), 10th; JURISIN (Workshop), 12th; AI-Biz (Workshop), 3rd; SKL (Workshop), 5th; LENLS (Workshop), 15th; IDAA (Workshop), 1st
• Contents: Intro; Preface; Organization; Contents; AI-Biz 2018; Artificial Intelligence of and for Business (AI-Biz 2018); The Workshop; Papers; Acknowledgment; Feature Selection on Credit Risk Prediction for Peer-to-Peer Lending; Abstract; 1 Introduction; 2 Related Works; 2.1 P2P Lending; 2.2 Machine Learning Method; 3 Methodology; 3.1 Data Collection and Pre-processing; 3.2 Feature Selection; 3.3 Logistic Regression Model; 4 Experiment and Results; 5 Conclusion and Feature Work; References; Capturing Corporate Attributes in a New Perspective Through Fuzzy Clustering; Abstract; 1 Background 2 Related Work3 Data; 4 Method; 4.1 Cluster Analysis; 4.2 Verification Method; 4.3 Absolute Prediction Error; 5 Result; 5.1 Analysis of Fuzzy C Means; 5.2 Composite Variance Analysis; 5.3 Absolute Prediction Error Analysis; 6 Manufacturing Industry; 6.1 Absolute Prediction Error Analysis; 6.2 Absolute Prediction Error Analysis; 7 Conclusion and Further Discussion; Acknowledgements; References; Influences of Diversity on Organizational Performance. simBy Using Faultline Theorysim; Abstract; 1 Introduction; 2 Previous Studies; 2.1 The Field of Diversity Management; 2.2 Faultline Theory 2.3 Conflict2.4 Review of Previous Studies; 2.5 The Faultline Measures; 3 Model Outline; 3.1 Agent Attributes; 3.2 The Utility Function; 3.3 Simulation Setting; 4 Simulation; 4.1 Data Sets for Validation; 4.2 Evaluation Standard; 4.3 The Results of the Simulation for the Verification; 4.4 Model Validation; 5 Fact-Finding Survey; 5.1 Survey Overview; 5.2 Survey Results; 6 Simulation Results; 7 Discussion; 8 Conclusion; References; A Study of New Variable Selection Method Within a Framework of Real-Coded Genetic Algorithm; 1 Introduction; 2 Related Work 3 Variable Selection Using Gene Variances in RCGA3.1 Experimental Conditions; 3.2 Variances of Genes and Fitness in RCGA; 3.3 Timing of Convergence in Genes; 3.4 Relation Between Variances of Genes and Standard Error; 3.5 Variable Selection Utilizing the Variances of Genes; 4 Variable Selection Based on the Progress Rate of Optimal Solution Search; 4.1 Measuring of the Progress of RCGA Solution Search Using SRGM; 4.2 Variable Selection Based on Progress Rate; 5 Conclusions; References; IDAA 2018; First International Workshop of Intelligent Data Analytics and Applications (IDAA 2018) Single Image Dehazing Using Improved Gray World Theory and Dark Channel Prior1 Introduction; 2 Our Method; 2.1 Color Distortion Correction; 2.2 Dehazing; 3 Experiments; 4 Conclusion; References; Analysis of Pulse Diagnosis Data from a TCM Doctor and a Device by Random Forest; 1 Introduction; 2 Related Work; 2.1 Pulse Diagnosis; 2.2 Random Forest; 2.3 Position of This Study; 3 Analysis of Pulse Diagnosis Data by Random Forest; 3.1 Overview of Our Approach; 3.2 Data Acquisition and Preprocessing; 3.3 Data Analysis by Random Forest; 4 Analysis Result and Discussion; 5 Conclusion; References
• Publisher Details: Cham, Switzerland : Springer
• Publication Date: 2019
• Extent: 1 online resource (xiv, 494 pages), illustrations (some color)
• Subjects: 006.3; Artificial intelligence -- Congresses; Electronic books; Electronic books
• Languages: English
• ISBNs: 9783030316051
• Related ISBNs: 303031605X; 9783030316044
• Notes: Note: Online resource; title from PDF title page (SpringerLink, viewed October 15, 2019).
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.