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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
IN MY: DBLP
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TITLE: How can I choose an explainer? An Application-grounded Evaluation of Post-hoc Explanations
AUTHORS: Sérgio M Jesus; Catarina Belém; Vladimir Balayan; João Bento; Pedro Saleiro; Pedro Bizarro ; João Gama ;
PUBLISHED: 2021, SOURCE: CoRR, VOLUME: abs/2101.08758
INDEXED IN: DBLP
IN MY: DBLP
3
TITLE: How can I choose an explainer?: An Application-grounded Evaluation of Post-hoc Explanations. An Application-grounded Evaluation of Post-hoc Explanations
AUTHORS: Sérgio M Jesus; Catarina Belém; Vladimir Balayan; João Bento; Pedro Saleiro; Pedro Bizarro ; João Gama ;
PUBLISHED: 2021, SOURCE: 4th ACM Conference on Fairness, Accountability, and Transparency, FAccT 2021 in FAccT '21: 2021 ACM Conference on Fairness, Accountability, and Transparency, Virtual Event / Toronto, Canada, March 3-10, 2021
INDEXED IN: Scopus DBLP CrossRef: 56
IN MY: DBLP
4
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: 6
IN MY: DBLP
5
TITLE: Weakly Supervised Multi-task Learning for Concept-based Explainability
AUTHORS: Catarina Belém; Vladimir Balayan; Pedro Saleiro; Pedro Bizarro ;
PUBLISHED: 2021, SOURCE: CoRR, VOLUME: abs/2104.12459
INDEXED IN: DBLP
IN MY: DBLP
6
TITLE: A Bandit-Based Algorithm for Fairness-Aware Hyperparameter Optimization
AUTHORS: André F Cruz; Pedro Saleiro; Catarina Belém; Carlos Soares ; Pedro Bizarro ;
PUBLISHED: 2020, SOURCE: CoRR, VOLUME: abs/2010.03665
INDEXED IN: DBLP
IN MY: 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
IN MY: DBLP
8
TITLE: BreachRadar: Automatic Detection of Points-of-Compromise
AUTHORS: Miguel Araujo; Miguel Almeida; Jaime Ferreira; Luís Moura Silva; Pedro Bizarro ;
PUBLISHED: 2020, SOURCE: CoRR, VOLUME: abs/2009.11751
INDEXED IN: DBLP
IN MY: DBLP
9
TITLE: Interleaved Sequence RNNs for Fraud Detection
AUTHORS: Branco, B; Abreu, P; Gomes, AS; Almeida, MSC; Ascensão, JT; Bizarro, P ;
PUBLISHED: 2020, SOURCE: 26th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, KDD 2020 in Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, VOLUME: abs/2002.05988
INDEXED IN: Scopus DBLP
IN MY: DBLP
10
TITLE: Interleaved Sequence RNNs for Fraud Detection
AUTHORS: Bernardo Branco; Pedro Abreu; Ana Sofia Gomes; Mariana S C Almeida; João Tiago Ascensão; Pedro Bizarro ;
PUBLISHED: 2020, SOURCE: KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Virtual Event, CA, USA, August 23-27, 2020
INDEXED IN: DBLP
IN MY: DBLP
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