Methods

Taylor’s law for Human Linguistic Sequences ACL 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 Toeplitz Inverse Covariance-based Clustering of Multivariate Time Series Data 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 Dual-Stage Attention-Based Recurrent Neural Network for Time Series Prediction IJCAI 2017 A Functional Dynamic Boltzmann Machine IJCAI 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 App Download Forecasting: An Evolutionary Hierarchical Competition Approach IJCAI 2017 Autobank: a semi-automatic annotation tool for developing deep Minimalist Grammar treebanks EACL 2017 Basket-Sensitive Personalized Item Recommendation IJCAI 2017 Bayesian Learning and Inference in Recurrent Switching Linear Dynamical Systems AISTATS 2017 Classification of Time Sequences using Graphs of Temporal Constraints JMLR 2017 Clustering with Noisy Queries NeurIPS 2017 Coherent Probabilistic Forecasts for Hierarchical Time Series ICML 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