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Trends and Applications in Knowledge Discovery and Data Mining

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Table of Contents

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    Book Overview
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    Chapter 1 Towards a New Evolutionary Subsampling Technique for Heuristic Optimisation of Load Disaggregators
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    Chapter 2 Neural Choice by Elimination via Highway Networks
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    Chapter 3 Attribute Selection and Classification of Prostate Cancer Gene Expression Data Using Artificial Neural Networks
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    Chapter 4 An Improved Self-Structuring Neural Network
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    Chapter 5 Imbalanced ELM Based on Normal Density Estimation for Binary-Class Classification
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    Chapter 6 Multiple Seeds Based Evolutionary Algorithm for Mining Boolean Association Rules
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    Chapter 7 Predicting Phone Usage Behaviors with Sensory Data Using a Hierarchical Generative Model
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    Chapter 8 Comparative Evaluation of Action Recognition Methods via Riemannian Manifolds, Fisher Vectors and GMMs: Ideal and Challenging Conditions
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    Chapter 9 Rigidly Self-Expressive Sparse Subspace Clustering
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    Chapter 10 Joint Recognition and Segmentation of Actions via Probabilistic Integration of Spatio-Temporal Fisher Vectors
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    Chapter 11 Learning Multi-faceted Activities from Heterogeneous Data with the Product Space Hierarchical Dirichlet Processes
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    Chapter 12 Phishing Detection on Twitter Streams
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    Chapter 13 Image Segmentation with Superpixel Based Covariance Descriptor
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    Chapter 14 Normalized Cross-Match: Pattern Discovery Algorithm from Biofeedback Signals
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    Chapter 15 Event Prediction in Healthcare Analytics: Beyond Prediction Accuracy
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    Chapter 16 Clinical Decision Support for Stroke Using Multi–view Learning Based Models for NIHSS Scores
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    Chapter 17 A Music Recommendation System Based on Acoustic Features and User Personalities
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    Chapter 18 A Social Spam Detection Framework via Semi-supervised Learning
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    Chapter 19 A Hierarchical Beta Process Approach for Financial Time Series Trend Prediction
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    Chapter 20 Efficient Iris Image Segmentation for ATM Based Approach Through Fuzzy Entropy and Graph Cut
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    Chapter 21 Matching Product Offers of E-Shops
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    Chapter 22 Keystroke Biometric Recognition on Chinese Long Text Input
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    Chapter 23 Recommendation Algorithm Design in a Land Exchange Platform
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    Chapter 24 Erratum to: Normalized Cross-Match: Pattern Discovery Algorithm from Biofeedback Signals
Attention for Chapter 5: Imbalanced ELM Based on Normal Density Estimation for Binary-Class Classification
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Chapter title
Imbalanced ELM Based on Normal Density Estimation for Binary-Class Classification
Chapter number 5
Book title
Trends and Applications in Knowledge Discovery and Data Mining
Published by
Springer, Cham, April 2016
DOI 10.1007/978-3-319-42996-0_5
Book ISBNs
978-3-31-942995-3, 978-3-31-942996-0
Authors

Yulin He, Rana Aamir Raza Ashfaq, Joshua Zhexue Huang, Xizhao Wang

Mendeley readers

The data shown below were compiled from readership statistics for 3 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Unknown 3 100%

Demographic breakdown

Readers by professional status Count As %
Professor 1 33%
Other 1 33%
Student > Doctoral Student 1 33%
Readers by discipline Count As %
Computer Science 3 100%