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ORCIDBig Data, Volume 6
Volume 6, Number 1, March 2018
- Bart Baesens, Wouter Verbeke
, Cristián Bravo:
Special Issue on Profit-Driven Analytics. 1-2
- Saurabh Nagrecha, Reid A. Johnson, Nitesh V. Chawla:
FraudBuster: Reducing Fraud in an Auto Insurance Market. 3-12 - Floris Devriendt, Darie Moldovan, Wouter Verbeke:
A Literature Survey and Experimental Evaluation of the State-of-the-Art in Uplift Modeling: A Stepping Stone Toward the Development of Prescriptive Analytics. 13-41 - Choo-Yee Ting, Chiung Ching Ho, Hui Jia Yee, Wan Razali Matsah:
Geospatial Analytics in Retail Site Selection and Sales Prediction. 42-52
- María Óskarsdóttir, Bart Baesens, Jan Vanthienen:
Profit-Based Model Selection for Customer Retention Using Individual Customer Lifetime Values. 53-65
Volume 6, Number 2, June 2018
- Zoran Obradovic:
Editorial Message. 67-68
- Wilfried Lemahieu, Seppe vanden Broucke, Bart Baesens:
An Interview with Bart Baesens, One of the Authors of Principles of Database Management. 69-71
- Vaibhav Pandey, Poonam Saini:
How Heterogeneity Affects the Design of Hadoop MapReduce Schedulers: A State-of-the-Art Survey and Challenges. 72-95
- Varol Onur Kayhan, Alison Watkins:
A Data Snapshot Approach for Making Real-Time Predictions in Basketball. 96-112 - Andrej Duh, Marjan Slak Rupnik, Dean Korosak:
Collective Behavior of Social Bots Is Encoded in Their Temporal Twitter Activity. 113-123 - Pablo Basanta-Val, Luis Sánchez Fernández:
Big-BOE: Fusing Spanish Official Gazette with Big Data Technology. 124-138 - Emilio Carrizosa, Vanesa Guerrero, Daniel Hardt, Dolores Romero Morales:
On Building Online Visualization Maps for News Data Streams by Means of Mathematical Optimization. 139-158 - Yadigar N. Imamverdiyev, Fargana J. Abdullayeva:
Deep Learning Method for Denial of Service Attack Detection Based on Restricted Boltzmann Machine. 159-169
Volume 6, Number 3, September 2018
- Zoran Obradovic:
Editorial Message. 171-172
- Udit Bhatia, Auroop R. Ganguly, Stephen E. Flynn:
Book Interview: Critical Infrastructures Resilience: Policy and Engineering Principles. 173-175
- David J. Hand:
Aspects of Data Ethics in a Changing World: Where Are We Now? 176-190
- Maxime C. Cohen, C. Daniel Guetta, Kevin Jiao, Foster J. Provost:
Data-Driven Investment Strategies for Peer-to-Peer Lending: A Case Study for Teaching Data Science. 191-213 - Farrokh Alemi, Sanja Avramovic, Mark D. Schwartz:
Electronic Health Record-Based Screening for Substance Abuse. 214-224 - Ahmad B. A. Hassanat:
Furthest-Pair-Based Binary Search Tree for Speeding Big Data Classification Using K-Nearest Neighbors. 225-235
Volume 6, Number 4, December 2018
- Renato M. Assunção, Konstantinos Pelechrinis:
Sports Analytics in the Era of Big Data: Moving Toward the Next Frontier. 237-238
- Andrew Urbaczewski, Ryan Elmore:
Big Data, Efficient Markets, and the End of Daily Fantasy Sports As We Know It? 239-247
- Arie-Willem de Leeuw, Laurentius Antonius Meerhoff, Arno J. Knobbe:
Effects of Pacing Properties on Performance in Long-Distance Running. 248-261 - Gary Smith, Andrew Capron:
Overreaction in Football Wagers. 262-270 - Gavin A. Whitaker, Ricardo Silva, Daniel Edwards:
Visualizing a Team's Goal Chances in Soccer from Attacking Events: A Bayesian Inference Approach. 271-290 - Boris Bacic, Patria Hume:
Computational Intelligence for Qualitative Coaching Diagnostics: Automated Assessment of Tennis Swings to Improve Performance and Safety. 291-304
- Eugene Kolker:
Data Science Community Matures with Diversity: Conference Observations, Highlights, and Interviews - Strata Data Conference, New York, September 11-13, 2018. 305-313
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