IEEE ICDM 10-Year Highest-Impact Paper Award
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2024 IEEE ICDM 10-Year Highest-Impact Paper Award:
A Unified Gradient Regularization Family for Adversarial Examples
by
Chunchuan Lyu, Kaizhu Huang and Hai-Ning Liang
ICDM-2015, pp. 301-309
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2023 IEEE ICDM 10-Year Highest-Impact Paper Award:
Dynamic Time Warping Averaging of Time Series allows Faster and more Accurate Classification
by
F. Petitjean, G. Forestier, G. I. Webb, A. E. Nicholson, Y. Chen and E. Keogh
ICDM-2014, pp. 470-479
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2022 IEEE ICDM 10-Year Highest-Impact Paper Award:
BIG-ALIGN: Fast Bipartite Graph Alignment
by
Danai Koutra, Hanghang Tong, and David M. Lubensky
ICDM 2013: 389-398
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2021 IEEE ICDM 10-Year Highest-Impact Paper Award:
IRIE: Scalable and Robust Influence Maximization in Social Networks
by
Kyomin Jung, Wooram Heo, and Wei Chen
ICDM 2012: 918-923
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2020 IEEE ICDM 10-Year Highest-Impact Paper Award:
SLIM: Sparse Linear Methods for Top-N Recommender Systems
by
Xia Ning and George Karypis
ICDM 2011: 497-506
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2019 IEEE ICDM 10-Year Highest-Impact Paper Award:
Factorization Machines
by
Steffen Rendle
ICDM '10, pp. 995-1000
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2018 IEEE ICDM 10-Year Highest-Impact Paper Award:
PEGASUS: A Peta-Scale Graph Mining System
by
U. Kang, Charalampos E. Tsourakakis and Christos Faloutsos
ICDM '09, pp. 229-238
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2017 IEEE ICDM 10-Year Highest-Impact Paper Award:
Collaborative Filtering for Implicit Feedback Datasets
by Yifan Hu, Yehuda Koren and Chris Volinsky
ICDM '08, pp. 263-272
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2016 IEEE ICDM 10-Year Highest-Impact Paper Award:
Scalable Collaborative Filtering with Jointly Derived Neighborhood Interpolation Weights
by Robert M. Bell and Yehuda Koren
ICDM '07, pp. 43-52
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2015 IEEE ICDM 10-Year Highest-Impact Paper Award:
Fast Random Walk with Restart and Its Applications
by Hanghang Tong, Christos Faloutsos, and Jia-Yu Pan
ICDM '06, pp. 613-622
(This same paper also won the ICDM '06 Best Research Paper Award.)
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2014 IEEE ICDM 10-Year Highest-Impact Paper Award:
Supervised Tensor Learning
by Dacheng Tao, Xuelong Li, Weiming Hu, Stephen Maybank, and Xindong Wu
ICDM '05, pp. 450-457
- 2013 IEEE ICDM 10-Year Highest-Impact Paper Award:
Moment: Maintaining Closed Frequent Itemsets over a Stream Sliding Window
by Yun Chi, Haixun Wang, Philip Yu, and Richard Muntz
ICDM '04, pp. 59-66
- 2012 IEEE ICDM 10-Year Highest-Impact Paper Award:
On the Privacy Preserving Properties of Random Data Perturbation Techniques
by Hillol Kargupta, Souptik Datta, Qi Wang, and Krishnamoorthy Sivakumar
ICDM 2003, pp. 99-106
- 2011 IEEE ICDM 10-Year Highest-Impact Paper Award:
gSpan: Graph-Based Substructure Pattern Mining
by Xifeng Yan and Jiawei Han
ICDM '02, pp. 721-724
- 2010 IEEE ICDM 10-Year Highest-Impact Paper Award:
Frequent Subgraph Discovery,
by Michihiro Kuramochi and George Karypis
ICDM 2001, pp. 313-320