Proceedings of the 2020 SIAM International Conference on Data Mining
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Published By Society For Industrial And Applied Mathematics

9781611976236
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scholarly journals “Now you see it, now you don't!” Detecting Suspicious Pattern Absences in Continuous Time Series

2020 ◽  
pp. 127-135 ◽  
Author(s):  
Vincent Vercruyssen ◽  
Wannes Meert ◽  
Jesse Davis
Keyword(s):  
Time Series ◽  
Continuous Time

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

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

scholarly journals Meta-Learning for Size and Fit Recommendation in Fashion

2020 ◽  
pp. 55-63 ◽  
Author(s):  
Julia Lasserre ◽  
Abdul-Saboor Sheikh ◽  
Evgenii Koriagin ◽  
Urs Bergman ◽  
Roland Vollgraf ◽  
...  
Keyword(s):  
Meta Learning

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

2020 ◽  
pp. 442-450 ◽  
Author(s):  
Sara Alaee ◽  
Alireza Abdoli ◽  
Christian Shelton ◽  
Amy C. Murillo ◽  
Alec C. Gerry ◽  
...  
Keyword(s):  
Time Series ◽  
Time Series Classification ◽  
False Dichotomy

scholarly journals Filling Missing Values on Wearable-Sensory Time Series Data

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

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

2020 ◽  
pp. 334-342
Author(s):  
Yi He ◽  
Sheng Chen ◽  
Thu Nguyen ◽  
Bruce A. Wade ◽  
Xindong Wu
Keyword(s):  
Attributed Graphs

scholarly journals BiGAN: Collaborative Filtering with Bidirectional Generative Adversarial Networks

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

scholarly journals Well-calibrated and specialized probability estimation trees

2020 ◽  
pp. 415-423
Author(s):  
Ulf Johansson ◽  
Tuwe Löfström
Keyword(s):  
Probability Estimation

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

2020 ◽  
pp. 325-333
Author(s):  
Ricky Laishram ◽  
Ahmet Erdem Sar ◽  
Tina Eliassi-Rad ◽  
Ali Pinar ◽  
Sucheta Soundarajan
Keyword(s):  
Efficient Algorithm
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