2
TITLE: Causal Reasoning in Data
AUTHORS: Ana Rita Nogueira ;
PUBLISHED: 2023
INDEXED IN: DBLP
3
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
4
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: 54
5
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
6
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
7
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: 13
8
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
9
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
10
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: 3
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