Acute Kidney Injury Detection: An Alarm System to Improve Early Treatment. - Ana Rita Nogueira; Carlos Abreu Ferreira; João Gama 001 (ISMIS, 2017)

Improving acute kidney injury detection with conditional probabilities. - Ana Rita Nogueira; Carlos Abreu Ferreira; João Gama 001 (Intell. Data Anal., 2018)

Improving Prediction with Causal Probabilistic Variables. - Ana Rita Nogueira; João Gama 001; Carlos Abreu Ferreira (IDA, 2020)

Modelling Voting Behaviour During a General Election Campaign Using Dynamic Bayesian Networks. - Patrício Costa; Ana Rita Nogueira; João Gama 001 (EPIA, 2021)

Generalised Partial Association in Causal Rules Discovery. - Ana Rita Nogueira; Carlos Abreu Ferreira; João Gama 001; Alberto A. Pinto (EPIA, 2021)

Temporal Nodes Causal Discovery for in Intensive Care Unit Survival Analysis. - Ana Rita Nogueira; Carlos Abreu Ferreira; João Gama 001 (EPIA, 2022)

Semi-causal decision trees. - Ana Rita Nogueira; Carlos Abreu Ferreira; João Gama 001 (Prog. Artif. Intell., 2022)

Methods and tools for causal discovery and causal inference. - Ana Rita Nogueira; Andrea Pugnana; Salvatore Ruggieri; Dino Pedreschi; João Gama 001 (WIREs Data Mining Knowl. Discov., 2022)

Time-Series Pattern Verification in CNC Machining Data. - João Miguel Silva; Ana Rita Nogueira; José Pinto 008; António Correia Alves; Ricardo Teixeira Sousa (EPIA (1), 2023)

Fairness Analysis in Causal Models: An Application to Public Procurement. - Sónia Teixeira; Ana Rita Nogueira; João Gama 001 (PKDD/ECML Workshops (2), 2023)

Causal Reasoning in Data - Ana Rita Nogueira (2023)

KDBI special issue: Time-series pattern verification in CNC turning - A comparative study of one-class and binary classification. - João Pinto da Silva; Ana Rita Nogueira; José Pinto 008; Manuel Curral; António Correia Alves; Ricardo Teixeira Sousa (Expert Syst. J. Knowl. Eng., 2025)