SIAM SDM 2018: Accepted papers, tutorials and workshops

[SDM Publicity Chairs]

SDM'18: THE EIGHTEENTH SIAM INTERNATIONAL CONFERENCE ON DATA MINING

May 3 - May 5, 2018
San Diego Marriott Mission Valley
San Diego, California, USA
http://www.siam.org/meetings/sdm18/


------------------- ACCEPTED PAPERS ---------------------
A list of accepted papers is now published at http://www.siam.org/meetings/sdm18/sdm18_accepted.pdf
 


---------------------- WORKSHOPS ------------------------

The SDM ’18 organizing committee kindly invites you to submit papers to the
workshops held in conjunction with the conference:
http://www.siam.org/meetings/sdm18/workshops.php

This year SDM will host 6 workshops. Most workshops have paper submission
deadlines in mid-January. Additional information on the individual workshops and
their submission dates can be found at the following links. 

Workshop on Big Traffic Data Analytics
https://illidanlab.github.io/big_traffic/2018/index.html
Organizers: Jiayu Zhou, Zheng Wang, Jieping Ye

Workshop on Artificial Intelligence in Insurance
https://sda-amfam.github.io/sdm-workshop-2018.html
Organizers: Glen Fung, Edward W. (Jed) Frees, Luisa F. Polanía

Workshop on Machine Learning Methods for Recommender Systems
https://doogkong.github.io/2018/index.html
Organizers: Deguang Kong, Xia Ning, George Karypis 

Workshop on Cost-Sensitive Learning
http://cost.dcc.fc.up.pt/
Organizers: Luis Torgo, Stan Matwin, Gary Weis, Nuno Moniz, Paula Branco

Workshop on Data Mining for Geophysics and Geology
http://dm4og.inesctec.pt/dmg2
Organizers: Youzuo Lin, Weichang Li, Alipio Jorge, Rui L. Lopes, German
Larrazabal, Pablo Guillen

Workshop on Data Mining for Medicine and Healthcare
https://sites.google.com/site/feiwang03/dmmh18
Organizers: Fei Wang, Xi Zhang, Lifang He



---------------------- TUTORIALS ------------------------

The conference features the following tutorials on several special topics. For more details, please visit the conference website: http://www.siam.org/meetings/sdm18/tutorials.php

A Critical Review of Online Social Data: Biases, Methodological: Pitfalls, and Ethical Boundaries
Authors: Alexandra Olteanu (IBM Research), Emre Kıcıman (Microsoft Research), Carlos Castillo (Universitat Pompeu Fabra)

Data Mining Critical Infrastructure Systems - Models and Tools
Authors: Liangzhe Chen (Virginia Tech), B. Aditya Prakash (Virginia Tech)

Knowledge Discovery from Temporal Social Networks
Authors: Fabíola S. F. Pereira (Federal University of Uberlandia, Brazil), João Gama (University of Porto, Portugal)

Problems with Partially Observed (Incomplete) Networks: Biases, Skewed Results, and Solutions
Authors: Tina Eliassi-Rad (Northeastern University), Sucheta Soundarajan (Syracuse University), Sahely Bhadra (IIT Palakkad)

The Canonical Polyadic Tensor: Decomposition and Variants for Mining Multi-Dimensional Data
Authors: Tamara G. Kolda and Jed A. Duersch, Sandia National Laboratories



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