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Data Mining

643 directly classified papers

Papers per year

Papers

Binary Rating Estimation with Graph Side Information NIPS 2018
Robust Subspace Approximation in a Stream NIPS 2018
K-means clustering using random matrix sparsification ICML 2018
Spectrally Approximating Large Graphs with Smaller Graphs ICML 2018
OpenEnsembles: A Python Resource for Ensemble Clustering JMLR 2018
Annotation of a Large Clinical Entity Corpus EMNLP 2018
Non-metric Similarity Graphs for Maximum Inner Product Search NIPS 2018
Topkapi: Parallel and Fast Sketches for Finding Top-K Frequent Elements NIPS 2018
ArgumenText: Searching for Arguments in Heterogeneous Sources NAACL 2018
Inferring Networks From Random Walk-Based Node Similarities NIPS 2018
RStream: Marrying Relational Algebra with Streaming for Efficient Graph Mining on A Single Machine OSDI 2018
Where Have You Been? Inferring Career Trajectory from Academic Social Network IJCAI 2018
Efficient, Sparse Representation of Manifold Distance Matrices for Classical Scaling CVPR 2018
Simple strategies for recovering inner products from coarsely quantized random projections NIPS 2017
Thy Friend is My Friend: Iterative Collaborative Filtering for Sparse Matrix Estimation NIPS 2017
Multi-Component Nonnegative Matrix Factorization IJCAI 2017
An Automatic Approach for Document-level Topic Model Evaluation CONLL 2017
Distance Covariance Analysis AISTATS 2017
Marine Variable Linker: Exploring Relations between Changing Variables in Marine Science Literature EACL 2017
Mechanisms of Tone Sandhi Rule Application by Non-Native Speakers INTERSPEECH 2017
Understanding Task Design Trade-offs in Crowdsourced Paraphrase Collection ACL 2017
Optimal Recovery of Tensor Slices AISTATS 2017
Friendships, Rivalries, and Trysts: Characterizing Relations between Ideas in Texts ACL 2017
Stability of Prosodic Characteristics Across Age and Gender Groups INTERSPEECH 2017
Discovering Potential Correlations via Hypercontractivity NIPS 2017