Data Mining

Table of Contents

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   Book Overview
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   Chapter 1 Misogynistic Tweet Detection: Modelling CNN with Small Datasets
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   Chapter 2 Multiple Support Vector Machines for Binary Text Classification Based on Sliding Window Technique
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   Chapter 4 SPAARC: A Fast Decision Tree Algorithm
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   Chapter 5 LCS Based Diversity Maintenance in Adaptive Genetic Algorithms
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   Chapter 6 Categorical Features Transformation with Compact One-Hot Encoder for Fraud Detection in Distributed Environment
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   Chapter 7 Combining Machine Learning and Statistical Disclosure Control to Promote Open Data
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   Chapter 8 Predicting Air Quality from Low-Cost Sensor Measurements
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   Chapter 9 An Approach to Compress and Represents Time Series Data and Its Application in Electric Power Utilities
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    Chapter 10 Applying Data Mining Methods to Generate Formative Feedback in Team Projects
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    Chapter 11 A Hybrid Missing Data Imputation Method for Constructing City Mobility Indices
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    Chapter 12 A Novel Learning-to-Rank Method for Automated Camera Movement Control in E-Sports Spectating
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    Chapter 13 Homogeneous Feature Transfer and Heterogeneous Location Fine-Tuning for Cross-City Property Appraisal Framework
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    Chapter 14 Statistical Models of Dengue Fever
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    Chapter 15 Reference Values Based Hardening for Bloom Filters Based Privacy-Preserving Record Linkage
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    Chapter 16 Canopy-Based Private Blocking
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    Chapter 17 Community Aware Personalized Hashtag Recommendation in Social Networks
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    Chapter 18 Behavioral Analysis of Users for Spammer Detection in a Multiplex Social Network
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    Chapter 19 Taxonomy-Augmented Features for Document Clustering
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    Chapter 20 A Modularity-Based Measure for Cluster Selection from Clustering Hierarchies
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    Chapter 21 Positive Data Kernel Density Estimation via the LogKDE Package for R
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    Chapter 22 The Role of Statistics Education in the Big Data Era
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    Chapter 23 Hierarchical Word Mover Distance for Collaboration Recommender System
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    Chapter 24 An Alternating Least Square Based Algorithm for Predicting Patient Survivability
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    Chapter 25 Interpreting Intermittent Bugs in Mozilla Applications Using Change Angle
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    Chapter 26 Implementation and Performance Analysis of Data-Mining Classification Algorithms on Smartphones
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    Chapter 27 Retinal Blood Vessels Extraction of Challenging Images
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    Chapter 28 Sequential Deep Learning for Action Recognition with Synthetic Multi-view Data from Depth Maps
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    Chapter 29 Provenance Analysis for Instagram Photos
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    Chapter 30 How Learning Analytics Becomes a Bridge for Non-expert Data Miners: Impact on Higher Education Online Teaching