Publications

This is our catalog of publications authored by IBM researchers, in collaboration with the global research community. It’s an ever-growing body of work that shows why IBM is one of the most important contributors to modern computing.

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12 results at ICDM 2019

Efficient data representation by selecting prototypes with importance weights
- - Karthik S. Gurumoorthy
  - Amit Dhurandhar
  - et al.
- 2019
- ICDM 2019
Nearest neighbor classifiers versus random forests and support vector machines
- - Saket Sathe
  - Charu Aggarwal
- 2019
- ICDM 2019
Generative oversampling with a contrastive variational autoencoder
- - Wangzhi Dai
  - Kenney Ng
  - et al.
- 2019
- ICDM 2019
Contrast feature dependency pattern mining for controlled experiments with application to driving behavior
- - Qingzhe Li
  - Liang Zhao
  - et al.
- 2019
- ICDM 2019
DynGraph2Seq: Dynamic-graph-to-sequence interpretable learning for health stage prediction in online health forums
- - Yuyang Gao
  - Lingfei Wu
  - et al.
- 2019
- ICDM 2019
Improving spectral clustering with deep embedding and cluster estimation
- - Liang Duan
  - Charu Aggarwal
  - et al.
- 2019
- ICDM 2019
MTEX-CNN: Multivariate time series explanations for predictions with convolutional neural networks
- - Roy Assaf
  - Ioana Giurgiu
  - et al.
- 2019
- ICDM 2019
Self-attentive attributed network embedding through adversarial learning
- - Wenchao Yu
  - Wei Cheng
  - et al.
- 2019
- ICDM 2019
Generation of low distortion adversarial attacks via convex programming
- - Tianyun Zhang
  - Sijia Liu
  - et al.
- 2019
- ICDM 2019
Automated feature enhancement for predictive modeling using external knowledge
- - Sainyam Galhotra
  - Udayan Khurana
  - et al.
- 2019
- ICDM 2019