The Resource Advances in Analytics and Applications, edited by Arnab Kumar Laha, (electronic resource)

Advances in Analytics and Applications, edited by Arnab Kumar Laha, (electronic resource)

Label
Advances in Analytics and Applications
Title
Advances in Analytics and Applications
Statement of responsibility
edited by Arnab Kumar Laha
Contributor
Editor
Editor
Provider
Subject
Language
eng
Summary
This book includes selected papers submitted to the ICADABAI-2017 conference, offering an overview of the new methodologies and presenting innovative applications that are of interest to both academicians and practitioners working in the area of analytics. It discusses predictive analytics applications, machine learning applications, human resource analytics, operations analytics, analytics in finance, methodology and econometric applications. The papers in the predictive analytics applications section discuss web analytics, email marketing, customer churn prediction, retail analytics and sports analytics. The section on machine learning applications then examines healthcare analytics, insurance analytics and machine analytics using different innovative machine learning techniques. Human resource analytics addresses important issues relating to talent acquisition and employability using analytics, while a paper in the section on operations analytics describe an innovative application in oil and gas industry. The papers in the analytics in finance part discuss the use of analytical tools in banking and commodity markets, and lastly the econometric applications part presents interesting banking and insurance applications
Member of
http://bibfra.me/vocab/relation/httpidlocgovvocabularyrelatorsedt
acipPmPB-Pc
Image bit depth
0
LC call number
HF5548.125-HF5548.6
Literary form
non fiction
http://library.link/vocab/relatedWorkOrContributorName
  • Laha, Arnab Kumar.
  • SpringerLink
Series statement
Springer Proceedings in Business and Economics,
http://library.link/vocab/subjectName
  • Big data
  • Business enterprises-Finance
  • Management
  • Big Data/Analytics
  • Business Finance
  • Management
Label
Advances in Analytics and Applications, edited by Arnab Kumar Laha, (electronic resource)
Instantiates
Publication
Antecedent source
mixed
Carrier category
online resource
Carrier category code
cr
Carrier MARC source
rdacarrier
Color
not applicable
Content category
text
Content type code
txt
Content type MARC source
rdacontent
Contents
Part I: Overviews -- Chapter 1. Machine Learning -- Chapter 2. Regression Methods -- Chapter 3. Functional Data Analysis -- Chapter 4. Directional Data Analysis -- Chapter 5.Branching Processes -- Part II: Predictive Analysis Applications -- Chapter 6. Click-Through Rate Estimation using CHAID Classification Tree Model -- Chapter 7 . Predicting Success Probability in Professional Tennis Tournaments: Using a Logistic Regression Model -- Chapter 8. Hausdorff Path Clustering and Hidden Markov Model Applied to Person Movement Prediction in Retail Spaces -- Chapter 9. Improving Email Marketing Campaign Success Rate Using Personalization -- etc
Dimensions
unknown
Extent
XI, 297 p. 64 illus.
File format
multiple file formats
Form of item
electronic
Isbn
9789811312083
Level of compression
uncompressed
Media category
computer
Media MARC source
rdamedia
Media type code
c
Other control number
10.1007/978-981-13-1208-3
Other physical details
online resource.
Quality assurance targets
absent
Reformatting quality
access
Specific material designation
remote
System control number
(DE-He213)978-981-13-1208-3
Label
Advances in Analytics and Applications, edited by Arnab Kumar Laha, (electronic resource)
Publication
Antecedent source
mixed
Carrier category
online resource
Carrier category code
cr
Carrier MARC source
rdacarrier
Color
not applicable
Content category
text
Content type code
txt
Content type MARC source
rdacontent
Contents
Part I: Overviews -- Chapter 1. Machine Learning -- Chapter 2. Regression Methods -- Chapter 3. Functional Data Analysis -- Chapter 4. Directional Data Analysis -- Chapter 5.Branching Processes -- Part II: Predictive Analysis Applications -- Chapter 6. Click-Through Rate Estimation using CHAID Classification Tree Model -- Chapter 7 . Predicting Success Probability in Professional Tennis Tournaments: Using a Logistic Regression Model -- Chapter 8. Hausdorff Path Clustering and Hidden Markov Model Applied to Person Movement Prediction in Retail Spaces -- Chapter 9. Improving Email Marketing Campaign Success Rate Using Personalization -- etc
Dimensions
unknown
Extent
XI, 297 p. 64 illus.
File format
multiple file formats
Form of item
electronic
Isbn
9789811312083
Level of compression
uncompressed
Media category
computer
Media MARC source
rdamedia
Media type code
c
Other control number
10.1007/978-981-13-1208-3
Other physical details
online resource.
Quality assurance targets
absent
Reformatting quality
access
Specific material designation
remote
System control number
(DE-He213)978-981-13-1208-3

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