Partial counterfactual identification and uplift modeling: theoretical results and real-world assessment
Authors (first, second and last of 4)
Collection
Special Issue: Foundations of Data Science
Guest Editors: João Gama, Alípio Jorge, Salvador García
Editors
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João Gama
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Alípio Jorge
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Salvador García
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Articles (29 in this collection)
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Reconciling privacy and utility: an unscented Kalman filter-based framework for differentially private machine learning
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Attacking neural machine translations via hybrid attention learning
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Machine learning in corporate credit rating assessment using the expanded audit report
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A network-based positive and unlabeled learning approach for fake news detection
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ZipLine: an optimized algorithm for the elastic bulk synchronous parallel model
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MLife: a lite framework for machine learning lifecycle initialization
Authors (first, second and last of 7)
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RB-CCR: Radial-Based Combined Cleaning and Resampling algorithm for imbalanced data classification
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Non-technical losses detection in energy consumption focusing on energy recovery and explainability
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ResGCN: attention-based deep residual modeling for anomaly detection on attributed networks
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Embed2Detect: temporally clustered embedded words for event detection in social media
Authors (first, second and last of 4)
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Analyzing and repairing concept drift adaptation in data stream classification
Authors (first, second and last of 8)
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Misalignment problem in matrix decomposition with missing values
Authors (first, second and last of 4)
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