1
TITLE: Fairness Analysis in Causal Models: An Application to Public Procurement
AUTHORS: Teixeira, Sonia ; Nogueira, Ana Rita ; Gama, Joao ;
PUBLISHED: 2025, SOURCE: 8th European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases in MACHINE LEARNING AND PRINCIPLES AND PRACTICE OF KNOWLEDGE DISCOVERY IN DATABASES, ECML PKDD 2023, PT II, VOLUME: 2134
INDEXED IN: Scopus WOS DBLP CrossRef
2
TITLE: KDBI special issue: Time-series pattern verification in CNC turning-A comparative study of one-class and binary classification  Full Text
AUTHORS: da Silva, Joao Pinto ; Nogueira, Ana Rita ; Pinto, Jose; Curral, Manuel; Alves, Antonio Correia; Sousa, Ricardo;
PUBLISHED: 2024, SOURCE: EXPERT SYSTEMS, VOLUME: 42, ISSUE: 2
INDEXED IN: Scopus WOS DBLP CrossRef
3
TITLE: Causal Reasoning in Data
AUTHORS: Ana Rita Nogueira ;
PUBLISHED: 2023
INDEXED IN: DBLP
4
TITLE: Time-Series Pattern Verification in CNC Machining Data
AUTHORS: Silva, Joao Miguel ; Nogueira, Ana Rita ; Pinto, Jose ; Alves, Antonio Correia; Sousa, Ricardo ;
PUBLISHED: 2023, SOURCE: 22nd EPIA Conference on Artificial Intelligence (EPIA) in PROGRESS IN ARTIFICIAL INTELLIGENCE, EPIA 2023, PT I, VOLUME: 14115
INDEXED IN: Scopus WOS DBLP CrossRef Unpaywall
5
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
INDEXED IN: Scopus WOS DBLP CrossRef: 81
6
TITLE: Semi-causal decision trees  Full Text
AUTHORS: Nogueira, AR ; Ferreira, CA ; Gama, J ;
PUBLISHED: 2022, SOURCE: PROGRESS IN ARTIFICIAL INTELLIGENCE, VOLUME: 11, ISSUE: 1
INDEXED IN: Scopus WOS DBLP CrossRef: 2
7
TITLE: Temporal Nodes Causal Discovery for in Intensive Care Unit Survival Analysis
AUTHORS: Nogueira, Ana Rita ; Ferreira, Carlos Abreu ; Gama, Joao ;
PUBLISHED: 2022, SOURCE: 21st EPIA Conference on Artificial Intelligence (EPIA) in PROGRESS IN ARTIFICIAL INTELLIGENCE, EPIA 2022, VOLUME: 13566
INDEXED IN: Scopus WOS DBLP CrossRef
8
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: 17
9
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
INDEXED IN: Scopus WOS DBLP CrossRef Unpaywall
10
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
INDEXED IN: Scopus WOS DBLP CrossRef
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