Soft Computing in Data Science 5th International Conference SCDS 2019 Iizuka Japan August 28 29 2019 Proceedings Michael 9811503990 9789811503993

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Product details:

• ISBN 10: 9811503990
• ISBN 13: 9789811503993
• Author: Michael W. Berry

This book constitutes the refereed proceedings of the 5th International Conference on Soft Computing in Data Science, SCDS 2019, held in  Iizuka, Japan, in August 2019.  The 30 revised full papers presented were carefully reviewed and selected from 75 submissions. The papers are organized in topical sections on ​information and customer analytics; visual data science; machine and deep learning; big data analytics; computational and artificial intelligence; social network and media analytics.

Table of contents:

1. Entropy Analysis of Questionable Text Sources by Example of the Voynich Manuscript
2. Decision Tree: Customer Churn Analysis for a Loyalty Program Using Data Mining Algorithm
3. Improving e-Commerce Severity Rating Measurement Using Consistent Fuzzy Preference Relation
4. A Case Study of Customers’ Payment Behaviour Analytics on Paying Electricity with RFM Analysis and K-Means
5. Visual Data Science
6. Amniotic Fluid Segmentation by Pixel Classification in B-Mode Ultrasound Image for Computer Assisted Diagnosis
7. Machine Learning Assisted Medical Diagnosis for Segmentation of Follicle in Ovary Ultrasound
8. Malaysian Budget Visualization Using Circle Packing
9. An Overview of Visualization Techniques: A Survey of Food-Related Research
10. Machine and Deep Learning
11. A Hybrid TSR and LSTM for Forecasting NO2 and SO2 in Surabaya
12. Evaluation of Pooling Layers in Convolutional Neural Network for Script Recognition
13. Predictive Model of Graduate-On-Time Using Machine Learning Algorithms
14. New Hybrid Statistical Method and Machine Learning for PM10 Prediction
15. Big Data Analytics
16. B-Spline in the Cox Regression with Application to Cervical Cancer
17. Multilevel Logistic Regression and Neural Network-Genetic Algorithm for Modeling Internet Access
18. A Case Study on Student Attrition Prediction in Higher Education Using Data Mining Techniques
19. The Use of Hybrid Information Retrieve Technique and Bayesian Relevance Feedback Classification on Clinical Dataset
20. An Experience Report on Building a Big Data Analytics Framework Using Cloudera CDH and RapidMiner Radoop with a Cluster of Commodity Computers
21. Multi-stage Clustering Algorithm for Energy Optimization in Wireless Sensor Networks
22. Computational and Artificial Intelligence
23. Case Based Reasoning for Diagnosing Types of Mental Disorders and Their Treatments
24. Study of Score Fusion and Quality Weighting in the Bio-Secure DS2 Database
25. Arabic Phonemes Recognition Using Convolutional Neural Network
26. Forecasting the Search Trend of Muslim Clothing in Indonesia on Google Trends Data Using ARIMAX and Neural Network
27. Convolutional Neural Network Application in Smart Farming
28. Comparison of Artificial Neural Network (ANN) and Other Imputation Methods in Estimating Missing Rainfall Data at Kuantan Station
29. Social Network and Media Analytics
30. Anonymized User Linkage Under Differential Privacy
31. Context Enrichment Model Based Framework for Sentiment Analysis
32. 2019 Thai General Election: A Twitter Analysis
33. Science Lab Repository Requirements Elicitation Based on Text Analytics
34. A Gillespie Algorithm and Upper Bound of Infection Mean on Finite Network
35. Sentiment Analysis in Social Media Based on English Language Multilingu

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