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Data Mining

643 directly classified papers

Papers per year

Papers

S2ORC: The Semantic Scholar Open Research Corpus ACL 2020
Config2Spec: Mining Network Specifications from Network Configurations NSDI 2020
A Brief History of Learning Symbolic Higher-Level Representations from Data (And a Curious Look Forward) IJCAI 2020
Extracting meaning by idiomaticity: Description of the HSemID system at CogALex VI (2020) COLING 2020
Exploring the Effect of Author and Reader Identity in Online Story Writing: the STORIESINTHEWILD Corpus. ACL 2020
Building a Japanese Typo Dataset from Wikipedia’s Revision History ACL 2020
Exploiting Personal Characteristics of Debaters for Predicting Persuasiveness ACL 2020
Measuring Congestion in High-Performance Datacenter Interconnects NSDI 2020
Is Big Data Performance Reproducible in Modern Cloud Networks? NSDI 2020
Reliable and Efficient Anytime Skeleton Learning AAAI 2020
Systematically Exploring Associations among Multivariate Data AAAI 2020
SURF: A Simple, Universal, Robust, Fast Distribution Learning Algorithm NIPS 2020
Estimation and Imputation in Probabilistic Principal Component Analysis with Missing Not At Random Data NIPS 2020
Composable Sketches for Functions of Frequencies: Beyond the Worst Case ICML 2020
Fair Learning with Private Demographic Data ICML 2020
Coresets for Regressions with Panel Data NIPS 2020
Multiresolution Tensor Learning for Efficient and Interpretable Spatial Analysis ICML 2020
Fast geometric learning with symbolic matrices NIPS 2020
Interactive Rare-Category-of-Interest Mining from Large Datasets AAAI 2020
Efficient Community Search over Large Directed Graph: An Augmented Index-based Approach IJCAI 2020
Survey on Feature Transformation Techniques for Data Streams IJCAI 2020
Weibo-COV: A Large-Scale COVID-19 Social Media Dataset from Weibo EMNLP 2020
COVID-19 Literature Topic-Based Search via Hierarchical NMF EMNLP 2020
Intrinsic Evaluation of Summarization Datasets EMNLP 2020
Functionality Discovery and Prediction of Physical Objects AAAI 2020