1
TITLE: Time Series Data Augmentation as an Imbalanced Learning Problem
AUTHORS: Cerqueira, Vitor ; Moniz, Nuno; Inacio, Ricardo; Soares, Carlos ;
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: 1
2
TITLE: Relevance-Aware Algorithmic Recourse
AUTHORS: Dongwhi Kim; Nuno Moniz;
PUBLISHED: 2025, SOURCE: Advances in Intelligent Data Analysis XXIII - 23rd International Symposium on Intelligent Data Analysis, IDA 2025, Konstanz, Germany, May 7-9, 2025, Proceedings, VOLUME: 15669
INDEXED IN: DBLP CrossRef
IN MY: ORCID | DBLP
3
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: 1 Unpaywall
IN MY: DBLP
4
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: The Thirteenth International Conference on Learning Representations, ICLR 2025, Singapore, April 24-28, 2025
INDEXED IN: DBLP
IN MY: DBLP
5
TITLE: NGQA: A Nutritional Graph Question Answering Benchmark for Personalized Health-aware Nutritional Reasoning
AUTHORS: Zheyuan Zhang; Yiyang Li; Nhi Ha Lan Le; Zehong Wang; Tianyi Ma; Vincent Galassi; Keerthiram Murugesan; Nuno Moniz; Werner Geyer; Nitesh V Chawla; Chuxu Zhang; Yanfang Ye;
PUBLISHED: 2025, SOURCE: Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), ACL 2025, Vienna, Austria, July 27 - August 1, 2025
INDEXED IN: DBLP
IN MY: DBLP
6
TITLE: Empowering open data sharing for social good: a privacy-aware approach
AUTHORS: Tânia Carvalho; Luís Antunes; Cristina Costa Santos; Nuno Moniz;
PUBLISHED: 2025, SOURCE: Scientific Data
INDEXED IN: Unpaywall
7
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
IN MY: DBLP
8
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
IN MY: DBLP
9
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
IN MY: DBLP
10
TITLE: Spectral Manifold Harmonization for Graph Imbalanced Regression
AUTHORS: Brenda Nogueira; Gabe Gomes; Meng Jiang; Nitesh V Chawla; Nuno Moniz;
PUBLISHED: 2025, SOURCE: CoRR, VOLUME: abs/2507.01132
INDEXED IN: DBLP
IN MY: DBLP
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