Data Mining

Understanding who uses Reddit: Profiling individuals with a self-reported bipolar disorder diagnosis NAACL 2021 Unsupervised Summarization for Chat Logs with Topic-Oriented Ranking and Context-Aware Auto-Encoders AAAI 2021 Using Remote Sensing Imagery and Machine Learning to Predict Poaching in Wildlife Conservation Parks AAAI 2021 Using Sociolinguistic Variables to Reveal Changing Attitudes Towards Sexuality and Gender EMNLP 2021 Whiz: Data-Driven Analytics Execution NSDI 2021 XraySyn: Realistic View Synthesis From a Single Radiograph Through CT Priors AAAI 2021 2-MAP: Aligned Visualizations for Comparison of High-Dimensional Point Sets WACV 2020 A Brief History of Learning Symbolic Higher-Level Representations from Data (And a Curious Look Forward) IJCAI 2020 An Empirical Methodology for Detecting and Prioritizing Needs during Crisis Events EMNLP 2020 An Open Source Implementation of ITU-T Recommendation P.808 with Validation Interspeech 2020 A Spatial Missing Value Imputation Method for Multi-view Urban Statistical Data IJCAI 2020 Better Highlighting: Creating Sub-Sentence Summary Highlights EMNLP 2020 BitcoinHeist: Topological Data Analysis for Ransomware Prediction on the Bitcoin Blockchain IJCAI 2020 Building a Japanese Typo Dataset from Wikipedia’s Revision History ACL 2020 CableMon: Improving the Reliability of Cable Broadband Networks via Proactive Network Maintenance NSDI 2020 Composable Sketches for Functions of Frequencies: Beyond the Worst Case ICML 2020 Config2Spec: Mining Network Specifications from Network Configurations NSDI 2020 CoRefi: A Crowd Sourcing Suite for Coreference Annotation EMNLP 2020 Coresets for Regressions with Panel Data NeurIPS 2020 COVID-19 Literature Topic-Based Search via Hierarchical NMF EMNLP 2020 Creating a Domain-diverse Corpus for Theory-based Argument Quality Assessment COLING 2020 CSL-EMG_Array: An Open Access Corpus for EMG-to-Speech Conversion Interspeech 2020 Easy, Reproducible and Quality-Controlled Data Collection with CROWDAQ EMNLP 2020 Efficient Community Search over Large Directed Graph: An Augmented Index-based Approach IJCAI 2020 Estimation and Imputation in Probabilistic Principal Component Analysis with Missing Not At Random Data NeurIPS 2020