Algorithms for Data Science
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Published By Springer International Publishing

9783319457956, 9783319457970
Latest Documents Most Cited Documents Contributed Authors Related Sources Related Keywords

Cluster Analysis

2016 ◽  
pp. 253-275
Author(s):  
Brian Steele ◽  
John Chandler ◽  
Swarna Reddy
Keyword(s):  
Cluster Analysis

Linear Regression Methods

2016 ◽  
pp. 161-215
Author(s):  
Brian Steele ◽  
John Chandler ◽  
Swarna Reddy
Keyword(s):  
Linear Regression ◽  
Regression Methods

The Multinomial Naïve Bayes Prediction Function

2016 ◽  
pp. 313-342
Author(s):  
Brian Steele ◽  
John Chandler ◽  
Swarna Reddy
Keyword(s):  
Naive Bayes ◽  
Naïve Bayes ◽  
Bayes Prediction ◽  
Prediction Function

Data Mapping and Data Dictionaries

2016 ◽  
pp. 19-50 ◽  
Author(s):  
Brian Steele ◽  
John Chandler ◽  
Swarna Reddy
Keyword(s):  
Data Mapping

k-Nearest Neighbor Prediction Functions

2016 ◽  
pp. 279-312
Author(s):  
Brian Steele ◽  
John Chandler ◽  
Swarna Reddy
Keyword(s):  
Nearest Neighbor ◽  
K Nearest Neighbor ◽  
Prediction Functions

Data Visualization

2016 ◽  
pp. 133-159
Author(s):  
Brian Steele ◽  
John Chandler ◽  
Swarna Reddy
Keyword(s):  
Data Visualization

Healthcare Analytics

2016 ◽  
pp. 217-251
Author(s):  
Brian Steele ◽  
John Chandler ◽  
Swarna Reddy
Keyword(s):  
Healthcare Analytics

Scalable Algorithms and Associative Statistics

2016 ◽  
pp. 51-104
Author(s):  
Brian Steele ◽  
John Chandler ◽  
Swarna Reddy
Keyword(s):  
Scalable Algorithms

Introduction

2016 ◽  
pp. 1-16
Author(s):  
Brian Steele ◽  
John Chandler ◽  
Swarna Reddy

Forecasting

2016 ◽  
pp. 343-379
Author(s):  
Brian Steele ◽  
John Chandler ◽  
Swarna Reddy
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