Risk Management

Using Remote Sensing Imagery and Machine Learning to Predict Poaching in Wildlife Conservation Parks AAAI 2021 Written Justifications are Key to Aggregate Crowdsourced Forecasts EMNLP 2021 A Machine Learning Approach to Identify Houses with High Lead Tap Water Concentrations AAAI 2020 A Model of Fake Data in Data-driven Analysis JMLR 2020 A Prioritization Model for Suicidality Risk Assessment ACL 2020 A Two-level Reinforcement Learning Algorithm for Ambiguous Mean-variance Portfolio Selection Problem IJCAI 2020 Data-Driven Market-Making via Model-Free Learning IJCAI 2020 Deep Attentive Learning for Stock Movement Prediction From Social Media Text and Company Correlations EMNLP 2020 Detecting Suspicious Timber Trades AAAI 2020 e-Commerce and Sentiment Analysis: Predicting Outcomes of Class Action Lawsuits ACL 2020 Estimating Early Fundraising Performance of Innovations via Graph-Based Market Environment Model AAAI 2020 Event-Driven Learning of Systematic Behaviours in Stock Markets EMNLP 2020 Financial Thought Experiment: A GAN-based Approach to Vast Robust Portfolio Selection IJCAI 2020 Gandalf: An Intelligent, End-To-End Analytics Service for Safe Deployment in Large-Scale Cloud Infrastructure NSDI 2020 Generating Realistic Stock Market Order Streams AAAI 2020 Hierarchical Multi-Scale Gaussian Transformer for Stock Movement Prediction IJCAI 2020 Index Tracking with Cardinality Constraints: A Stochastic Neural Networks Approach AAAI 2020 Information retrieval for animal disease surveillance: a pattern-based approach. EMNLP 2020 Investigating Matureness of Probabilistic Graphical Models for Dry-Bulk Shipping PGM 2020 Market Manipulation: An Adversarial Learning Framework for Detection and Evasion IJCAI 2020 NARMADA: Need and Available Resource Managing Assistant for Disasters and Adversities ACL 2020 Predicting Opioid Overdose Crude Rates with Text-Based Twitter Features (Student Abstract) AAAI 2020 Reinforcement-Learning Based Portfolio Management with Augmented Asset Movement Prediction States AAAI 2020 Risk-Averse Trust Region Optimization for Reward-Volatility Reduction IJCAI 2020 Shoreline: Data-Driven Threshold Estimation of Online Reserves of Cryptocurrency Trading Platforms (Student Abstract) AAAI 2020