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TITLE: Methods and tools for causal discovery and causal inference  Full Text
AUTHORS: Nogueira, AR ; Pugnana, A; Ruggieri, S; Pedreschi, D; Gama, J ;
PUBLISHED: 2022, SOURCE: WILEY INTERDISCIPLINARY REVIEWS-DATA MINING AND KNOWLEDGE DISCOVERY, VOLUME: 12, ISSUE: 2
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2
TITLE: CAUSAL DISCOVERY IN MACHINE LEARNING: THEORIES AND APPLICATIONS
AUTHORS: Nogueira, AR ; Gama, J ; Ferreira, CA ;
PUBLISHED: 2021, SOURCE: JOURNAL OF DYNAMICS AND GAMES, VOLUME: 8, ISSUE: 3
INDEXED IN: Scopus WOS CrossRef: 2
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3
TITLE: Generalised Partial Association in Causal Rules Discovery
AUTHORS: Nogueira, Ana Rita ; Ferreira, Carlos ; Gama, Joao ; Pinto, Alberto ;
PUBLISHED: 2021, SOURCE: 20th EPIA Conference on Artificial Intelligence (EPIA) in PROGRESS IN ARTIFICIAL INTELLIGENCE (EPIA 2021), VOLUME: 12981
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TITLE: Modelling Voting Behaviour During a General Election Campaign Using Dynamic Bayesian Networks
AUTHORS: Costa, Patricio; Nogueira, Ana Rita ; Gama, Joao ;
PUBLISHED: 2021, SOURCE: 20th EPIA Conference on Artificial Intelligence (EPIA) in PROGRESS IN ARTIFICIAL INTELLIGENCE (EPIA 2021), VOLUME: 12981
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TITLE: Semi-causal decision trees  Full Text
AUTHORS: Nogueira, AR ; Ferreira, CA ; Gama, J ;
PUBLISHED: 2021, SOURCE: PROGRESS IN ARTIFICIAL INTELLIGENCE, VOLUME: 11, ISSUE: 1
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TITLE: Improving Prediction with Causal Probabilistic Variables
AUTHORS: Nogueira, AR ; Gama, J ; Ferreira, CA ;
PUBLISHED: 2020, SOURCE: 18th International Symposium on Intelligent Data Analysis (IDA) in ADVANCES IN INTELLIGENT DATA ANALYSIS XVIII, IDA 2020, VOLUME: 12080
INDEXED IN: Scopus WOS DBLP CrossRef: 1
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TITLE: Improving acute kidney injury detection with conditional probabilities
AUTHORS: Ana Rita Nogueira ; Carlos Abreu Ferreira ; Joao Gama ;
PUBLISHED: 2018, SOURCE: INTELLIGENT DATA ANALYSIS, VOLUME: 22, ISSUE: 6
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TITLE: Acute Kidney Injury Detection: An Alarm System to Improve Early Treatment
AUTHORS: Ana Rita Nogueira ; Carlos Abreu Ferreira ; João Gama ;
PUBLISHED: 2017, SOURCE: 23rd International Symposium on Methodologies for Intelligent Systems, ISMIS 2017 in Foundations of Intelligent Systems - 23rd International Symposium, ISMIS 2017, Warsaw, Poland, June 26-29, 2017, Proceedings, VOLUME: 10352
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