Data Mining and Big Data  Second International Conference, DMBD 2017, Fukuoka, Japan, July 27 - August 1, 2017, Proceedings /  [electronic resource] : 
edited by Ying Tan, Hideyuki Takagi, Yuhui Shi. 
 - 1st ed. 2017. 
 - XV, 546 p. 210 illus.  online resource. 
 - Information Systems and Applications, incl. Internet/Web, and HCI,  10387  2946-1642 ; .
 - Information Systems and Applications, incl. Internet/Web, and HCI,  10387 .
<br/><br/>Association Analysis -- A Process for Exploring Employees' Relationships via Social Network and Sentiment Analysis -- Mining Relationship between User Purposes and Product Features towards Purpose-Oriented Recommendation -- Finding Top-k Fuzzy Frequent Itemsets from Databases -- Association Rule Mining in Healthcare Analytics -- Does Student's Diligence to Study Relate to His/Her Academic Performance -- Correlation anaylsis of diesel engine performance testing data based on mixed-copula method -- Clustering -- Comparative Study of Apache Spark MLlib Clustering Algorithms -- l-DP algorithm: a hybrid density peaks clustering -- Prediction -- Incremental Adaptive Time Series Prediction for Power Demand Forecasting -- Food Sales Prediction with Meteorological Data 
<br/><br/> This book constitutes the refereed proceedings of the Second International Conference on Data Mining and Big Data, DMBD 2017, held in Fukuoka, Japan, in July/August 2017. The 53 papers presented in this volume were carefully reviewed and selected from 96 submissions. They were organized in topical sections named: association analysis; clustering; prediction; classification; schedule and sequence analysis; big data; data analysis; data mining; text mining; deep learning; high performance computing; knowledge base and its framework; and fuzzy control. . 
<br/><br/><label>ISBN: </label>9783319618456 
<br/><br/><label>Standard No.: </label>10.1007/978-3-319-61845-6  doi 
<br/><br/><label>Subjects--Topical Terms: </label><br/>Application software.<br/>Artificial intelligence.<br/>Data mining.<br/>Electronic digital computers--Evaluation.<br/>Algorithms.<br/>Computer and Information Systems Applications.<br/>Artificial Intelligence.<br/>Data Mining and Knowledge Discovery.<br/>System Performance and Evaluation.<br/>Algorithms.
<br/><br/><label>LC Class. No.: </label>QA76.76.A65 
<br/><br/><label>Dewey Class. No.: </label>005.3