Data Mining

One-Shot Relational Learning for Knowledge Graphs EMNLP 2018 OpenEnsembles: A Python Resource for Ensemble Clustering JMLR 2018 Patent Litigation Prediction: A Convolutional Tensor Factorization Approach IJCAI 2018 Robust Subspace Approximation in a Stream NeurIPS 2018 RStream: Marrying Relational Algebra with Streaming for Efficient Graph Mining on A Single Machine OSDI 2018 Sampling for Approximate Bipartite Network Projection IJCAI 2018 Scikit-Multiflow: A Multi-output Streaming Framework JMLR 2018 Spectrally Approximating Large Graphs with Smaller Graphs ICML 2018 The SUMMA Platform: A Scalable Infrastructure for Multi-lingual Multi-media Monitoring ACL 2018 tick: a Python Library for Statistical Learning, with an emphasis on Hawkes Processes and Time-Dependent Models JMLR 2018 Time Series Chains: A Novel Tool for Time Series Data Mining IJCAI 2018 Topkapi: Parallel and Fast Sketches for Finding Top-K Frequent Elements NeurIPS 2018 Where Have You Been? Inferring Career Trajectory from Academic Social Network IJCAI 2018 Accelerated Local Anomaly Detection via Resolving Attributed Networks IJCAI 2017 A Continuously Growing Dataset of Sentential Paraphrases EMNLP 2017 A Linear-Time Kernel Goodness-of-Fit Test NeurIPS 2017 An Automatic Approach for Document-level Topic Model Evaluation CoNLL 2017 An Empirical Analysis of Edit Importance between Document Versions EMNLP 2017 Autobank: a semi-automatic annotation tool for developing deep Minimalist Grammar treebanks EACL 2017 Basket-Sensitive Personalized Item Recommendation IJCAI 2017 Clustering with Noisy Queries NeurIPS 2017 Community Extraction in Multilayer Networks with Heterogeneous Community Structure JMLR 2017 Coresets for Vector Summarization with Applications to Network Graphs ICML 2017 Detecting spelling variants in non-standard texts EACL 2017 Discovering Potential Correlations via Hypercontractivity NeurIPS 2017