Data Science and Predictive Analytics
Latest Publications

TOTAL DOCUMENTS

23

(FIVE YEARS 0)

H-INDEX

1

(FIVE YEARS 0)

Published By Springer International Publishing

9783319723464, 9783319723471

Latest Documents Most Cited Documents Contributed Authors Related Sources Related Keywords

Managing Data in R

Data Science and Predictive Analytics ◽

10.1007/978-3-319-72347-1_3 ◽

2018 ◽

pp. 63-141

Author(s):

Ivo D. Dinov

Foundations of R

Data Science and Predictive Analytics ◽

10.1007/978-3-319-72347-1_2 ◽

2018 ◽

pp. 13-62

Author(s):

Ivo D. Dinov

Regularized Linear Modeling and Controlled Variable Selection

Data Science and Predictive Analytics ◽

10.1007/978-3-319-72347-1_18 ◽

2018 ◽

pp. 573-622

Author(s):

Ivo D. Dinov

Keyword(s):

Variable Selection ◽

Linear Modeling

Black Box Machine-Learning Methods: Neural Networks and Support Vector Machines

Data Science and Predictive Analytics ◽

10.1007/978-3-319-72347-1_11 ◽

2018 ◽

pp. 383-422 ◽

Cited By ~ 1

Author(s):

Ivo D. Dinov

Keyword(s):

Machine Learning ◽

Neural Networks ◽

Support Vector Machines ◽

Black Box ◽

Support Vector ◽

Learning Methods ◽

Machine Learning Methods ◽

Vector Machines

Natural Language Processing/Text Mining

Data Science and Predictive Analytics ◽

10.1007/978-3-319-72347-1_20 ◽

2018 ◽

pp. 659-695

Author(s):

Ivo D. Dinov

Keyword(s):

Natural Language Processing ◽

Text Mining ◽

Natural Language ◽

Language Processing

Decision Tree Divide and Conquer Classification

Data Science and Predictive Analytics ◽

10.1007/978-3-319-72347-1_9 ◽

2018 ◽

pp. 307-343 ◽

Cited By ~ 2

Author(s):

Ivo D. Dinov

Keyword(s):

Decision Tree ◽

Divide And Conquer

Probabilistic Learning: Classification Using Naive Bayes

Data Science and Predictive Analytics ◽

10.1007/978-3-319-72347-1_8 ◽

2018 ◽

pp. 289-305

Author(s):

Ivo D. Dinov

Keyword(s):

Naive Bayes ◽

Naïve Bayes ◽

Probabilistic Learning

Specialized Machine Learning Topics

Data Science and Predictive Analytics ◽

10.1007/978-3-319-72347-1_16 ◽

2018 ◽

pp. 513-556

Author(s):

Ivo D. Dinov

Keyword(s):

Machine Learning

Prediction and Internal Statistical Cross Validation

Data Science and Predictive Analytics ◽

10.1007/978-3-319-72347-1_21 ◽

2018 ◽

pp. 697-734

Author(s):

Ivo D. Dinov

Keyword(s):

Cross Validation

k-Means Clustering

Data Science and Predictive Analytics ◽

10.1007/978-3-319-72347-1_13 ◽

2018 ◽

pp. 443-473

Author(s):

Ivo D. Dinov