Proceedings of the 2020 SIAM International Conference on Data Mining
Latest Publications

TOTAL DOCUMENTS

(FIVE YEARS 0)

H-INDEX

(FIVE YEARS 0)

Published By Society For Industrial And Applied Mathematics

9781611976236

Latest Documents Most Cited Documents Contributed Authors Related Sources Related Keywords

“Now you see it, now you don't!” Detecting Suspicious Pattern Absences in Continuous Time Series

Proceedings of the 2020 SIAM International Conference on Data Mining ◽

10.1137/1.9781611976236.15 ◽

2020 ◽

pp. 127-135 ◽

Cited By ~ 1

Author(s):

Vincent Vercruyssen ◽

Wannes Meert ◽

Jesse Davis

Keyword(s):

Time Series ◽

Continuous Time

Download Full-text

Two-variable Dual Coordinate Descent Methods for Linear SVM with/without the Bias Term

Proceedings of the 2020 SIAM International Conference on Data Mining ◽

10.1137/1.9781611976236.19 ◽

2020 ◽

pp. 163-171

Author(s):

Chi-Cheng Chiu ◽

Pin-Yen Lin ◽

Chih-Jen Lin

Keyword(s):

Coordinate Descent ◽

Descent Methods ◽

Dual Coordinate Descent ◽

Linear Svm

Download Full-text

BasConv: Aggregating Heterogeneous Interactions for Basket Recommendation with Graph Convolutional Neural Network

Proceedings of the 2020 SIAM International Conference on Data Mining ◽

10.1137/1.9781611976236.8 ◽

2020 ◽

pp. 64-72

Author(s):

Zhiwei Liu ◽

Mengting Wan ◽

Stephen Guo ◽

Kannan Achan ◽

Philip S. Yu

Keyword(s):

Neural Network ◽

Convolutional Neural Network ◽

Heterogeneous Interactions

Download Full-text

Meta-Learning for Size and Fit Recommendation in Fashion

Proceedings of the 2020 SIAM International Conference on Data Mining ◽

10.1137/1.9781611976236.7 ◽

2020 ◽

pp. 55-63 ◽

Cited By ~ 1

Author(s):

Julia Lasserre ◽

Abdul-Saboor Sheikh ◽

Evgenii Koriagin ◽

Urs Bergman ◽

Roland Vollgraf ◽

...

Keyword(s):

Meta Learning

Download Full-text

Features or Shape? Tackling the False Dichotomy of Time Series Classification

Proceedings of the 2020 SIAM International Conference on Data Mining ◽

10.1137/1.9781611976236.50 ◽

2020 ◽

pp. 442-450 ◽

Cited By ~ 3

Author(s):

Sara Alaee ◽

Alireza Abdoli ◽

Christian Shelton ◽

Amy C. Murillo ◽

Alec C. Gerry ◽

...

Keyword(s):

Time Series ◽

Time Series Classification ◽

False Dichotomy

Download Full-text

Filling Missing Values on Wearable-Sensory Time Series Data

Proceedings of the 2020 SIAM International Conference on Data Mining ◽

10.1137/1.9781611976236.6 ◽

2020 ◽

pp. 46-54

Author(s):

Suwen Lin ◽

Xian Wu ◽

Gonzalo Martinez ◽

Nitesh V. Chawla

Keyword(s):

Time Series ◽

Missing Values ◽

Time Series Data ◽

Series Data

Download Full-text

Deep Matrix Tri-Factorization: Mining Vertex-wise Interactions in Multi-Space Attributed Graphs

Proceedings of the 2020 SIAM International Conference on Data Mining ◽

10.1137/1.9781611976236.38 ◽

2020 ◽

pp. 334-342

Author(s):

Yi He ◽

Sheng Chen ◽

Thu Nguyen ◽

Bruce A. Wade ◽

Xindong Wu

Keyword(s):

Attributed Graphs

Download Full-text

BiGAN: Collaborative Filtering with Bidirectional Generative Adversarial Networks

Proceedings of the 2020 SIAM International Conference on Data Mining ◽

10.1137/1.9781611976236.10 ◽

2020 ◽

pp. 82-90

Author(s):

Rui Ding ◽

Guibing Guo ◽

Xiaochun Yan ◽

Bowei Chen ◽

Zhirong Liu ◽

...

Keyword(s):

Collaborative Filtering ◽

Generative Adversarial Networks ◽

Adversarial Networks

Download Full-text

Well-calibrated and specialized probability estimation trees

Proceedings of the 2020 SIAM International Conference on Data Mining ◽

10.1137/1.9781611976236.47 ◽

2020 ◽

pp. 415-423

Author(s):

Ulf Johansson ◽

Tuwe Löfström

Keyword(s):

Probability Estimation

Download Full-text

Residual Core Maximization: An Efficient Algorithm for Maximizing the Size of the k-Core

Proceedings of the 2020 SIAM International Conference on Data Mining ◽

10.1137/1.9781611976236.37 ◽

2020 ◽

pp. 325-333

Author(s):

Ricky Laishram ◽

Ahmet Erdem Sar ◽

Tina Eliassi-Rad ◽

Ali Pinar ◽

Sucheta Soundarajan

Keyword(s):

Efficient Algorithm

Download Full-text

Proceedings of the 2020 SIAM International Conference on Data MiningLatest Publications

TOTAL DOCUMENTS

H-INDEX

Published By Society For Industrial And Applied Mathematics

“Now you see it, now you don't!” Detecting Suspicious Pattern Absences in Continuous Time Series

Two-variable Dual Coordinate Descent Methods for Linear SVM with/without the Bias Term

BasConv: Aggregating Heterogeneous Interactions for Basket Recommendation with Graph Convolutional Neural Network

Meta-Learning for Size and Fit Recommendation in Fashion

Features or Shape? Tackling the False Dichotomy of Time Series Classification

Filling Missing Values on Wearable-Sensory Time Series Data

Deep Matrix Tri-Factorization: Mining Vertex-wise Interactions in Multi-Space Attributed Graphs

BiGAN: Collaborative Filtering with Bidirectional Generative Adversarial Networks

Well-calibrated and specialized probability estimation trees

Residual Core Maximization: An Efficient Algorithm for Maximizing the Size of the k-Core

Proceedings of the 2020 SIAM International Conference on Data Mining
Latest Publications