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International Journal of Data Science and Analytics, Volume 4
Volume 4, Number 1, August 2017
- Lu Zhang, Xintao Wu
:
Anti-discrimination learning: a causal modeling-based framework. 1-16 - Shashwat Mishra
, Vincent Leroy, Sihem Amer-Yahia:
Colloquial region discovery for retail products: discovery and application. 17-34 - Neal Master, Zhengyuan Zhou, Daniel Miller, David Scheinker, Nicholas Bambos, Peter W. Glynn:
Improving predictions of pediatric surgical durations with supervised learning. 35-52 - K. S. Arun
, V. K. Govindan, S. D. Madhu Kumar
:
On integrating re-ranking and rank list fusion techniques for image retrieval. 53-81
Volume 4, Number 2, September 2017
- Hasan Kurban
, Mark Jenne, Mehmet M. Dalkilic:
Using data to build a better EM: EM* for big data. 83-97 - Jing Song, Satoshi Oyama, Masahito Kurihara:
Tell cause from effect: models and evaluation. 99-112 - Cao Duy Truong, Duong Tuan Anh:
A novel clustering-based method for time series motif discovery under time warping measure. 113-126 - Soha Mohamed
, Alia I. Abdelmoty
:
Spatio-semantic user profiles in location-based social networks. 127-142 - Daniel P. Berrar, Philippe Lopes
, Werner Dubitzky:
Caveats and pitfalls in crowdsourcing research: the case of soccer referee bias. 143-151
Volume 4, Number 3, November 2017
- David C. Anastasiu
, George Karypis
:
Efficient identification of Tanimoto nearest neighbors. 153-172 - Georg Steinbuss
, Klemens Böhm:
Hiding outliers in high-dimensional data spaces. 173-189 - Azad Naik
, Huzefa Rangwala:
HierFlat: flattened hierarchies for improving top-down hierarchical classification. 191-208 - Bo Dao
, Thin Nguyen
, Svetha Venkatesh, Dinh Q. Phung
:
Latent sentiment topic modelling and nonparametric discovery of online mental health-related communities. 209-231 - Piyush Kumar Sharma, Gary Holness:
Erratum to: (L2) -norm transformation for improving k-means clustering. 233-234
Volume 4, Number 4, December 2017
- Martin Giese, Jerry Gao, Yifeng Zeng:
IEEE BigDataService 2016 conference. 235-236 - Yaqiong Li, Petr Musílek
, Edward Lozowski:
Improving the prediction of wind power ramps using texture extraction techniques applied to atmospheric pressure fields. 237-250 - Maria T. Patterson, Nikolas Anderson, Collin Bennett, Jacob Bruggemann, Robert L. Grossman, Matthew Handy, Vuong Ly, Daniel J. Mandl, Shane Pederson, James Pivarski, Ray Powell
, Jonathan Spring, Walt Wells, John Xia:
The Matsu Wheel: a reanalysis framework for Earth satellite imagery in data commons. 251-264 - Davide Tosi
:
Cell phone big data to compute mobility scenarios for future smart cities. 265-284 - Alessandro Lulli
, Lorenzo Gabrielli, Patrizio Dazzi
, Matteo Dell'Amico, Pietro Michiardi, Mirco Nanni, Laura Ricci:
Scalable and flexible clustering solutions for mobile phone-based population indicators. 285-299 - Francky Fouedjio
:
A spectral clustering approach for multivariate geostatistical data. 301-312

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