Proceedings of the 2021 SIAM International Conference on Data Mining (SDM)
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Published By Society For Industrial And Applied Mathematics

9781611976700

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Towards Learning Outcome Prediction via Modeling Question Explanations and Student Responses

Proceedings of the 2021 SIAM International Conference on Data Mining (SDM) ◽

10.1137/1.9781611976700.78 ◽

2021 ◽

pp. 693-701

Author(s):

Tianqi Wang ◽

Fenglong Ma ◽

Yaqing Wang ◽

Tang Tang ◽

Longfei Zhang ◽

...

Keyword(s):

Outcome Prediction ◽

Learning Outcome ◽

Student Responses

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A Deep Adversarial Model for Suffix and Remaining Time Prediction of Event Sequences

Proceedings of the 2021 SIAM International Conference on Data Mining (SDM) ◽

10.1137/1.9781611976700.59 ◽

2021 ◽

pp. 522-530

Author(s):

Farbod Taymouri ◽

Marcello La Rosa ◽

Sarah M. Erfani

Keyword(s):

Event Sequences ◽

Time Prediction ◽

Adversarial Model ◽

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Heterogeneous Graph Neural Networks for Query-focused Summarization

Proceedings of the 2021 SIAM International Conference on Data Mining (SDM) ◽

10.1137/1.9781611976700.81 ◽

2021 ◽

pp. 720-728

Author(s):

Jing Ya ◽

Tingwen Liu ◽

Jiangxia Cao ◽

Li Guo

Keyword(s):

Neural Networks ◽

Graph Neural Networks

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Provable Distributed Stochastic Gradient Descent with Delayed Updates

Proceedings of the 2021 SIAM International Conference on Data Mining (SDM) ◽

10.1137/1.9781611976700.50 ◽

2021 ◽

pp. 441-449

Author(s):

Hongchang Gao ◽

Gang Wu ◽

Ryan Rossi

Keyword(s):

Gradient Descent ◽

Stochastic Gradient ◽

Stochastic Gradient Descent

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Inter-Series Attention Model for COVID-19 Forecasting

Proceedings of the 2021 SIAM International Conference on Data Mining (SDM) ◽

10.1137/1.9781611976700.56 ◽

2021 ◽

pp. 495-503

Author(s):

Xiaoyong Jin ◽

Yu-Xiang Wang ◽

Xifeng Yan

Keyword(s):

Attention Model

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Reconstruction-based Anomaly Detection with Completely Random Forest

Proceedings of the 2021 SIAM International Conference on Data Mining (SDM) ◽

10.1137/1.9781611976700.15 ◽

2021 ◽

pp. 127-135

Author(s):

Yi-Xuan Xu ◽

Ming Pang ◽

Ji Feng ◽

Kai Ming Ting ◽

Yuan Jiang ◽

...

Keyword(s):

Random Forest ◽

Anomaly Detection

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PhraseScope: An Effective and Unsupervised Framework for Mining High Quality Phrases

Proceedings of the 2021 SIAM International Conference on Data Mining (SDM) ◽

10.1137/1.9781611976700.72 ◽

2021 ◽

pp. 639-647

Author(s):

Omer Anjum ◽

Mohammad Almasri ◽

Jinjun Xiong ◽

Wen-mei Hwu

Keyword(s):

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POTION : Optimizing Graph Structure for Targeted Diffusion

Proceedings of the 2021 SIAM International Conference on Data Mining (SDM) ◽

10.1137/1.9781611976700.18 ◽

2021 ◽

pp. 154-162

Author(s):

Sixie Yu ◽

Leo Torres ◽

Scott Alfeld ◽

Tina Eliassi-Rad ◽

Yevgeniy Vorobeychik

Keyword(s):

Graph Structure

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Complexity-Adaptive Gaussian Process Model Inference for Large-Scale Data

Proceedings of the 2021 SIAM International Conference on Data Mining (SDM) ◽

10.1137/1.9781611976700.41 ◽

2021 ◽

pp. 360-368

Author(s):

Fabian Berns ◽

Christian Beecks

Keyword(s):

Gaussian Process ◽

Process Model ◽

Large Scale ◽

Gaussian Process Model ◽

Model Inference ◽

Large Scale Data ◽

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Adaptive Holding for Online Bottleneck Matching with Delays

Proceedings of the 2021 SIAM International Conference on Data Mining (SDM) ◽

10.1137/1.9781611976700.27 ◽

2021 ◽

pp. 235-243

Author(s):

Kaixin Wang ◽

Cheng Long ◽

Yongxin Tong ◽

Jie Zhang ◽

Yi Xu

Keyword(s):

Bottleneck Matching

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