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SIGKDD Explorations, Volume 22

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Volume 22, Number 1, June 2020

SIGKDD 2019 Innovation Award

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Charu Aggarwal:
An Interview with Dr. Charu Aggarwal, SIGKDD Innovation Award Winner. 1-3

KDD 2019 Highlight

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Emre Eftelioglu, Shashi Shekhar, James Hudson, Lucas Joppa, Chaitanya K. Baru, Vandana P. Janeja:
Data Science for Earth: An Earth Day Report. 4-7
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Wenjun Zhou, Taposh Dutta Roy, Iryna Skrypnyk:
The KDD Cup 2019 Report. 8-17

Contributed Articles

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Raha Moraffah, Mansooreh Karami, Ruocheng Guo, Adrienne Raglin, Huan Liu:
Causal Interpretability for Machine Learning - Problems, Methods and Evaluation. 18-33

Volume 22, Number 2, December 2020

A Message from KDD 2020 General Chairs

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Rajesh Gupta, Yan Liu:
KDD 2020 Highlights. 1

Interviews

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Thorsten Joachims:
An Interview with Dr. Thorsten Joachims, Winner of ACM SIGKDD 2020 Innovation Award. 2-5
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Michael Zeller:
An Interview with Dr. Michael Zeller, Winner of ACM SIGKDD 2020 Service Award. 6-7

Workshop Reports

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Hamid Motahari, Nigel P. Duffy, Paul Bennett, Tania Bedrax-Weiss:
A Report on the First Workshop on Document Intelligence (DI) at NeurIPS 2019. 8-11

Contributed Articles

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Hua Wei, Guanjie Zheng, Vikash V. Gayah, Zhenhui Li:
Recent Advances in Reinforcement Learning for Traffic Signal Control: A Survey of Models and Evaluation. 12-18
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Wei Jin, Yaxin Li, Han Xu, Yiqi Wang, Shuiwang Ji, Charu Aggarwal, Jiliang Tang:
Adversarial Attacks and Defenses on Graphs. 19-34
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Yi-Wei Chen, Qingquan Song, Xia Hu:
Techniques for Automated Machine Learning. 35-50

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