conftrace_

risk prediction

55 papers

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Co-occurring keywords

electronic health record (266) survival analysis (128) graph neural network (3962) machine learning (436) interpretable machine learning (140) multi-task learning (2575) causal inference (1630) dynamic graph (108) gradient boosting (147) statistical learning (351)

Papers

SpatialRank: Urban Event Ranking with NDCG Optimization on Spatiotemporal Data NIPS 2023
Density-Aware Personalized Training for Risk Prediction in Imbalanced Medical Data MLHC 2022
College Student Retention Risk Analysis from Educational Database Using Multi-Task Multi-Modal Neural Fusion AAAI 2022
Forecasting the Number of Tenants At-Risk of Formal Eviction: A Machine Learning Approach to Inform Public Policy IJCAI 2022
Robust Rule Learning for Reliable and Interpretable Insight into Expertise Transfer Opportunities AAAI 2022
Toward Corpus Size Requirements for Training and Evaluating Depression Risk Models Using Spoken Language INTERSPEECH 2022
Dynamic Survival Analysis for EHR Data with Personalized Parametric Distributions MLHC 2021
Using Remote Sensing Imagery and Machine Learning to Predict Poaching in Wildlife Conservation Parks AAAI 2021
Predicting Mining Industry Accidents with a Multitask Learning Approach AAAI 2021
Supporting Complaints Investigation for Nursing and Midwifery Regulatory Agencies ACL 2021
HealTech - A System for Predicting Patient Hospitalization Risk and Wound Progression in Old Patients WACV 2021
Self-Supervised Prototype Representation Learning for Event-Based Corporate Profiling AAAI 2021
Accurate and Interpretable Machine Learning for Transparent Pricing of Health Insurance Plans AAAI 2021
Does Invariant Risk Minimization Capture Invariance? AISTATS 2021
Kernel Alignment Risk Estimator: Risk Prediction from Training Data NIPS 2020
Prediction of High Risk of Deviations in Home Care Deliveries PGM 2020
Risk Guarantee Prediction in Networked-Loans IJCAI 2020
Functional Martingale Residual Process for High-Dimensional Cox Regression with Model Averaging JMLR 2020
The Behavioral Sign of Account Theft: Realizing Online Payment Fraud Alert IJCAI 2020
RiskOracle: A Minute-Level Citywide Traffic Accident Forecasting Framework AAAI 2020
An efficient representation of chronological events in medical texts EMNLP 2020
Learning Dynamic and Personalized Comorbidity Networks from Event Data using Deep Diffusion Processes AISTATS 2020
A Calibration Metric for Risk Scores with Survival Data MLHC 2019
Analysis of Risk Factor Domains in Psychosis Patient Health Records EMNLP 2018
Prediction Models for Risk of Type-2 Diabetes Using Health Claims ACL 2018