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Risk Management

180 directly classified papers

Papers per year

Papers

TweetFinSent: A Dataset of Stock Sentiments on Twitter EMNLP 2022
Learning Space-Time Crop Yield Patterns with Zigzag Persistence-Based LSTM: Toward More Reliable Digital Agriculture Insurance AAAI 2022
Combating Sampling Bias: A Self-Training Method in Credit Risk Models AAAI 2022
Data-Driven Real-Time Strategic Placement of Mobile Vaccine Distribution Sites AAAI 2022
Turning the Tables: Biased, Imbalanced, Dynamic Tabular Datasets for ML Evaluation NIPS 2022
EasySM: A Data-Driven Intelligent Decision Support System for Server Merge AAAI 2022
AnomalyKiTS: Anomaly Detection Toolkit for Time Series AAAI 2022
Optimizing Global Influenza Surveillance for Locations with Deficient Data (Student Abstract) AAAI 2022
Evons: A Dataset for Fake and Real News Virality Analysis and Prediction COLING 2022
Using Multimodal Data and AI to Dynamically Map Flood Risk AAAI 2022
Mitigating Low Agricultural Productivity of Smallholder Farms in Africa: Time-Series Forecasting for Environmental Stressors AAAI 2022
Equity Promotion in Online Resource Allocation AAAI 2022
Provable Sensor Sets for Epidemic Detection over Networks with Minimum Delay AAAI 2022
COVID-EENet: Predicting Fine-Grained Impact of COVID-19 on Local Economies AAAI 2022
Fairness by “Where”: A Statistically-Robust and Model-Agnostic Bi-level Learning Framework AAAI 2022
Multi-Type Urban Crime Prediction AAAI 2022
Identifying Early Warning Signals from News Using Network Community Detection AAAI 2022
Should I disclose my dataset? Caveats between reproducibility and individual data rights EMNLP 2022
College Student Retention Risk Analysis from Educational Database Using Multi-Task Multi-Modal Neural Fusion AAAI 2022
DGraph: A Large-Scale Financial Dataset for Graph Anomaly Detection NIPS 2022
Next-Year Bankruptcy Prediction from Textual Data: Benchmark and Baselines EMNLP 2022
Astock: A New Dataset and Automated Stock Trading based on Stock-specific News Analyzing Model EMNLP 2022
Performative Power NIPS 2022
Forecasting Future World Events With Neural Networks NIPS 2022
Optimal Best-Arm Identification Methods for Tail-Risk Measures NIPS 2021