E-LIB Suche - Ergebnisse für: Moniz, Nuno

1

FairMOE: counterfactually-fair mixture of experts with leve..:

Germino, Joe ; Moniz, Nuno ; Chawla, Nitesh V.
Machine Learning. , 2024

Link: https://doi.org/10.1007/..

2

Are we Making Much Progress? Revisiting Chemical Reaction Y..:

, In: Companion Proceedings of the ACM on Web Conference 2024,

Ma, Yihong ; Huang, Xiaobao ; Nan, Bozhao... - p. 790-793 , 2024

Link: https://dl.acm.org/doi/1..

3

Towards a data privacy-predictive performance trade-off:

Carvalho, Tânia ; Moniz, Nuno ; Faria, Pedro.
Expert Systems with Applications. 223 (2023) - p. 119785 , 2023

Link: https://doi.org/10.1016/..

4

Imbalanced Regression Evaluation Under Uncertain Domain Pre..:

, In: Progress in Artificial Intelligence; Lecture Notes in Computer Science,

Costa, Nuno ; Moniz, Nuno - p. 239-250 , 2023

Link: https://doi.org/10.1007/..

5

Fairness-Aware Mixture of Experts with Interpretability Bud..:

, In: Discovery Science; Lecture Notes in Computer Science,

Germino, Joe ; Moniz, Nuno ; Chawla, Nitesh V. - p. 341-355 , 2023

Link: https://doi.org/10.1007/..

6

Progress in Artificial Intelligence: 22nd EPIA Conference o..

Lecture Notes in Artificial Intelligence, 14115

Moniz, Nuno ; Vale, Zita ; Cascalho, José.. - 1st ed. 2023 . , 2023

Link: https://doi.org/10.1007/..

7

Progress in Artificial Intelligence: 22nd EPIA Conference o..

Lecture Notes in Artificial Intelligence, 14116

Moniz, Nuno ; Vale, Zita ; Cascalho, José.. - 1st ed. 2023 . , 2023

Link: https://doi.org/10.1007/..

8

Survey on Privacy-Preserving Techniques for Microdata Publi..:

Carvalho, Tânia ; Moniz, Nuno ; Faria, Pedro.
ACM Computing Surveys. 55 (2023) 14s - p. 1-42 , 2023

Link: https://doi.org/10.1145/..

9

A Three-Way Knot: Privacy, Fairness, and Predictive Perform..:

, In: Progress in Artificial Intelligence; Lecture Notes in Computer Science,

Carvalho, Tânia ; Moniz, Nuno ; Antunes, Luís - p. 55-66 , 2023

Link: https://doi.org/10.1007/..

10

Model Optimization in Imbalanced Regression:

, In: Discovery Science; Lecture Notes in Computer Science,

Silva, Aníbal ; Ribeiro, Rita P. ; Moniz, Nuno - p. 3-21 , 2022

Link: https://doi.org/10.1007/..

11

The Compromise of Data Privacy in Predictive Performance:

, In: Advances in Intelligent Data Analysis XIX; Lecture Notes in Computer Science,

Carvalho, Tânia ; Moniz, Nuno - p. 426-438 , 2021

Link: https://doi.org/10.1007/..

12

No Free Lunch in imbalanced learning:

Moniz, Nuno ; Monteiro, Hugo
Knowledge-Based Systems. 227 (2021) - p. 107222 , 2021

Link: https://doi.org/10.1016/..

13

Biased resampling strategies for imbalanced spatio-temporal..:

Oliveira, Mariana ; Moniz, Nuno ; Torgo, Luís.
International Journal of Data Science and Analytics. 12 (2021) 3 - p. 205-228 , 2021

Link: https://doi.org/10.1007/..

14

Automated imbalanced classification via meta-learning:

Moniz, Nuno ; Cerqueira, Vitor
Expert Systems with Applications. 178 (2021) - p. 115011 , 2021

Link: https://doi.org/10.1016/..

15

Fundamental privacy rights in a pandemic state:

Carvalho, Tânia ; Faria, Pedro ; Antunes, Luís..
PLOS ONE. 16 (2021) 6 - p. e0252169 , 2021

Link: https://doi.org/10.1371/..