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Data Mining and Big Data

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Cover of 'Data Mining and Big Data'

Table of Contents

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    Book Overview
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    Chapter 1 A Process for Exploring Employees’ Relationships via Social Network and Sentiment Analysis
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    Chapter 2 Mining Relationship Between User Purposes and Product Features Towards Purpose-Oriented Recommendation
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    Chapter 3 Finding Top-k Fuzzy Frequent Itemsets from Databases
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    Chapter 4 Association Rule Mining in Healthcare Analytics
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    Chapter 5 Does Student’s Diligence to Study Relate to His/Her Academic Performance?
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    Chapter 6 Correlation Analysis of Diesel Engine Performance Testing Data Based on Mixed-Copula Method
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    Chapter 7 Comparative Study of Apache Spark MLlib Clustering Algorithms
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    Chapter 8 L-DP: A Hybrid Density Peaks Clustering Method
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    Chapter 9 Incremental Adaptive Time Series Prediction for Power Demand Forecasting
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    Chapter 10 Food Sales Prediction with Meteorological Data — A Case Study of a Japanese Chain Supermarket
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    Chapter 11 Cascade Spatial Autoregression for Air Pollution Prediction
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    Chapter 12 Machine Learning Techniques for Prediction of Pre-fetched Objects in Handling Big Data Storage
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    Chapter 13 Spectral-Spatial Mineral Classification of Lunar Surface Using Band Parameters with Active Learning
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    Chapter 14 R2CEDM: A Rete-Based RFID Complex Event Detection Method
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    Chapter 15 Learning Analytics for SNS-Integrated Virtual Learning Environment
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    Chapter 16 LBP vs. LBP Variance for Texture Classification
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    Chapter 17 A Decision Tree of Ignition Point for Simple Inflammable Chemical Compounds
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    Chapter 18 Analyzing Consumption Behaviors of Pet Owners in a Veterinary Hospital
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    Chapter 19 Modeling Inter-country Connection from Geotagged News Reports: A Time-Series Analysis
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    Chapter 20 Mining Sequential Patterns of Students’ Access on Learning Management System
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    Chapter 21 Design of a Dynamic Electricity Trade Scheduler Based on Genetic Algorithms
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    Chapter 22 Increasing Coverage of Information Spreading in Social Networks with Supporting Seeding
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    Chapter 23 B-Learning and Big Data: Use in Training an Engineering Course
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    Chapter 24 Mapping Knowledge Domain Research in Big Data: From 2006 to 2016
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    Chapter 25 Template Based Industrial Big Data Information Extraction and Query System
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    Chapter 26 Finding the Typical Communication Black Hole in Big Data Environment
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    Chapter 27 A Solution for Mining Big Data Based on Distributed Data Streams and Its Classifying Algorithms
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    Chapter 28 Design of a Quality-Aware Data Capture System
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    Chapter 29 Data Architecture for the Internet of Things and Industry 4.0
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    Chapter 30 Machine Learning in Data Lake for Combining Data Silos
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    Chapter 31 Development of 3D Earth Visualization for Taiwan Ocean Environment Demonstration
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    Chapter 32 Exploring Potential Use of Mobile Phone Data Resource to Analyze Inter-regional Travel Patterns in Japan
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    Chapter 33 REBUILD: Graph Embedding Based Method for User Social Role Identity on Mobile Communication Network
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    Chapter 34 Study a Join Query Strategy Over Data Stream Based on Sliding Windows
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    Chapter 35 L2 Learners’ Proficiency Evaluation Using Statistics Based on Relationship Among CEFR Rating Scales
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    Chapter 36 Research Hotspots and Trends in Data Mining: From 1993 to 2016
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    Chapter 37 Proposal for a New Reduct Method for Decision Tables and an Improved STRIM
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    Chapter 38 Post-marketing Drug Safety Evaluation Using Data Mining Based on FAERS
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    Chapter 39 Crowd Density Estimation from Few Radio-Frequency Tracking Devices: I. A Modelling Framework
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    Chapter 40 Mining Textual Reviews with Hierarchical Latent Tree Analysis
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    Chapter 41 Extraction of Temporal Events from Clinical Text Using Semi-supervised Conditional Random Fields
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    Chapter 42 Characteristics of Language Usage in Inquires Asked to an Online Help Desk
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    Chapter 43 A Novel Diagnosis Method for SZ by Deep Neural Networks
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    Chapter 44 A Novel Data-Driven Fault Diagnosis Method Based on Deep Learning
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    Chapter 45 Simulated Precipitation and Reservoir Inflow in the Chao Phraya River Basin by Multi-model Ensemble CMIP3 and CMIP5
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    Chapter 46 An IDL-Based Parallel Model for Scientific Computations on Multi-core Computers
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    Chapter 47 Accelerating Redis with RDMA Over InfiniBand
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    Chapter 48 Application of Decision Trees in the Development of a Knowledge Base for a System of Support for Revitalization Processes
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    Chapter 49 ABC Metaheuristic Based Optimized Adaptation Planning Logic for Decision Making Intelligent Agents in Self Adaptive Software System
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    Chapter 50 A Knowledge-Based Framework for Mitigating Hydro-Meteorological Disasters
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    Chapter 51 Improved Stability and Stabilization Criteria for T-S Fuzzy Systems with Distributed Time-Delay
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    Chapter 52 Adaptive Neuro-Fuzzy Inference System: Overview, Strengths, Limitations, and Solutions
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    Chapter 53 Acquisition of Knowledge in the Form of Fuzzy Rules for Cases Classification
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Title
Data Mining and Big Data
Published by
Springer, Cham, January 2017
DOI 10.1007/978-3-319-61845-6
ISBNs
978-3-31-961844-9, 978-3-31-961845-6
Editors

Ying Tan, Hideyuki Takagi, Yuhui Shi

X Demographics

X Demographics

The data shown below were collected from the profile of 1 X user who shared this research output. Click here to find out more about how the information was compiled.
Mendeley readers

Mendeley readers

The data shown below were compiled from readership statistics for 105 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Unknown 105 100%

Demographic breakdown

Readers by professional status Count As %
Researcher 1 <1%
Student > Ph. D. Student 1 <1%
Unknown 103 98%
Readers by discipline Count As %
Biochemistry, Genetics and Molecular Biology 1 <1%
Engineering 1 <1%
Unknown 103 98%