Pedro Gustavo Santos Rodrigues Bizarro


AuthID: R-000-ERV

Confirmed Publications: 40



1
TITLE: GuiltyWalker: Distance to illicit nodes in the Bitcoin network
AUTHORS: Catarina Oliveira; João Torres; Maria Inês Silva; David Aparício ; João Tiago Ascensão; Pedro Bizarro ;
PUBLISHED: 2021, SOURCE: CoRR, VOLUME: abs/2102.05373
INDEXED IN: DBLP
2
TITLE: How can I choose an explainer?: An Application-grounded Evaluation of Post-hoc Explanations. An Application-grounded Evaluation of Post-hoc Explanations PDF
AUTHORS: Sérgio M Jesus; Catarina G Belém; Vladimir Balayan; João Bento; Pedro Saleiro; Pedro Bizarro ; João Gama ;
PUBLISHED: 2021, SOURCE: FAccT
INDEXED IN: Scopus DBLP arXiv CrossRef: 77
3
TITLE: Promoting Fairness through Hyperparameter Optimization PDF  Full Text
AUTHORS: Cruz, Andre F.; Saleiro, Pedro; Belem, Catarina; Soares, Carlos ; Bizarro, Pedro ;
PUBLISHED: 2021, SOURCE: 21st IEEE International Conference on Data Mining (IEEE ICDM) in 2021 21ST IEEE INTERNATIONAL CONFERENCE ON DATA MINING (ICDM 2021), VOLUME: 2021-December
INDEXED IN: Scopus WOS DBLP arXiv CrossRef: 12
4
TITLE: TimeSHAP: Explaining Recurrent Models through Sequence Perturbations
AUTHORS: Bento, J; Saleiro, P; Cruz, AF; Figueiredo, MAT ; Bizarro, P ;
PUBLISHED: 2021, SOURCE: 27th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD) in KDD '21: PROCEEDINGS OF THE 27TH ACM SIGKDD CONFERENCE ON KNOWLEDGE DISCOVERY & DATA MINING
INDEXED IN: WOS DBLP CrossRef: 79
5
TITLE: Weakly Supervised Multi-task Learning for Concept-based Explainability
AUTHORS: Catarina G Belém; Vladimir Balayan; Pedro Saleiro; Pedro Bizarro ;
PUBLISHED: 2021, SOURCE: CoRR, VOLUME: abs/2104.12459
INDEXED IN: DBLP
6
TITLE: A Bandit-Based Algorithm for Fairness-Aware Hyperparameter Optimization
AUTHORS: André Ferreira Cruz; Pedro Saleiro; Catarina G Belém; Carlos Soares ; Pedro Bizarro ;
PUBLISHED: 2020, SOURCE: CoRR, VOLUME: abs/2010.03665
INDEXED IN: DBLP
7
TITLE: ARMS: Automated rules management system for fraud detection
AUTHORS: David Aparício ; Ricardo Barata; João Bravo; João Tiago Ascensão; Pedro Bizarro ;
PUBLISHED: 2020, SOURCE: CoRR, VOLUME: abs/2002.06075
INDEXED IN: DBLP
8
TITLE: Interleaved Sequence RNNs for Fraud Detection  Full Text
AUTHORS: Bernardo Branco; Pedro Abreu; Ana Sofia Gomes; Mariana S C Almeida; João Tiago Ascensão; Pedro Bizarro ;
PUBLISHED: 2020, SOURCE: KDD
INDEXED IN: Scopus DBLP
9
TITLE: Machine learning methods to detect money laundering in the bitcoin blockchain in the presence of label scarcity
AUTHORS: Joana Lorenz; Maria Inês Silva; David Aparício ; João Tiago Ascensão; Pedro Bizarro ;
PUBLISHED: 2020, SOURCE: ICAIF
INDEXED IN: DBLP
10
TITLE: Railgun: streaming windows for mission critical systems
AUTHORS: João Oliveirinha; Ana Sofia Gomes; Pedro Cardoso; Pedro Bizarro ;
PUBLISHED: 2020, SOURCE: CoRR, VOLUME: abs/2009.00361
INDEXED IN: DBLP
Page 1 of 4. Total results: 40.

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