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TITLE: Automated privacy-preserving techniques via meta-learning  Full Text
AUTHORS: Carvalho, Tania; Moniz, Nuno ; Antunes, Luis ;
PUBLISHED: 2026, SOURCE: INFORMATION FUSION, VOLUME: 127
INDEXED IN: Scopus WOS DBLP CrossRef: 1
IN MY: ORCID
3
TITLE: Class-Imbalanced Learning on Graphs: A Survey  Full Text
AUTHORS: Yihong Ma; Yijun Tian; Nuno Moniz ; Nitesh V Chawla;
PUBLISHED: 2025, SOURCE: ACM Comput. Surv., VOLUME: 57, ISSUE: 8
INDEXED IN: DBLP CrossRef: 18
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4
TITLE: Context Attribution with Multi-Armed Bandit Optimization
AUTHORS: Deng Pan; Keerthiram Murugesan; Nuno Moniz ; Nitesh V Chawla;
PUBLISHED: 2025, SOURCE: CoRR, VOLUME: abs/2506.19977
INDEXED IN: DBLP
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TITLE: Differentially-private data synthetisation for efficient re-identification risk control  Full Text
AUTHORS: Carvalho, Tania; Moniz, Nuno ; Antunes, Luis ; Chawla, Nitesh;
PUBLISHED: 2025, SOURCE: MACHINE LEARNING, VOLUME: 114, ISSUE: 7
INDEXED IN: Scopus WOS DBLP CrossRef: 1
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TITLE: Dynamics of Fisheries in the Azores Islands: A Network Analysis Approach
AUTHORS: Nogueira, Brenda; Torres, Ana; Moniz, Nuno ; Menezes, Gui M.;
PUBLISHED: 2025, SOURCE: 23rd EPIA Conference on Artificial Intelligence-EPIA in PROGRESS IN ARTIFICIAL INTELLIGENCE, EPIA 2024, PT II, VOLUME: 14968
INDEXED IN: Scopus WOS DBLP CrossRef
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7
TITLE: Empowering open data sharing for social good: a privacy-aware approach
AUTHORS: Carvalho, Tania; Antunes, Luis ; Costa Santos, Cristina ; Moniz, Nuno ;
PUBLISHED: 2025, SOURCE: SCIENTIFIC DATA, VOLUME: 12, ISSUE: 1
INDEXED IN: Scopus WOS DBLP CrossRef: 2 Unpaywall
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TITLE: Fast Explanations via Policy Gradient-Optimized Explainer
AUTHORS: Deng Pan; Nuno Moniz ; Nitesh V Chawla;
PUBLISHED: 2025, SOURCE: IJCAI
INDEXED IN: DBLP
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TITLE: Intersectional Divergence: Measuring Fairness in Regression
AUTHORS: Joe Germino; Nuno Moniz ; Nitesh V Chawla;
PUBLISHED: 2025, SOURCE: CoRR, VOLUME: abs/2505.00830
INDEXED IN: DBLP
10
TITLE: Justice or Prejudice? Quantifying Biases in LLM-as-a-Judge
AUTHORS: Jiayi Ye; Yanbo Wang; Yue Huang; Dongping Chen; Qihui Zhang; Nuno Moniz ; Tian Gao; Werner Geyer; Chao Huang; Pin Yu Chen; Nitesh V Chawla; Xiangliang Zhang;
PUBLISHED: 2025, SOURCE: ICLR
INDEXED IN: DBLP
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