Zobrazeno 1 - 10
of 28
pro vyhledávání: '"Pedro Bizarro"'
Autor:
Pedro Bizarro, Jasper Aerts
Publikováno v:
Capital Markets Law Journal. 15:159-174
This article seeks to explain the main aspects of the reform of the European Stability Mechanism, as agreed in principle by the leaders of the euro area member states. The article focuses particularly on the ESM’s new mandate to act as the common b
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::8287dd83f62877901a6ce22939dc9996
https://doi.org/10.1093/cmlj/kmaa001
https://doi.org/10.1093/cmlj/kmaa001
Publikováno v:
2021 IEEE International Conference on Data Mining (ICDM).
Considerable research effort has been guided towards algorithmic fairness but real-world adoption of bias reduction techniques is still scarce. Existing methods are either metric- or model-specific, require access to sensitive attributes at inference
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::de8333e2de2a8fc595548a56d655c3d1
https://doi.org/10.1109/icdm51629.2021.00119
https://doi.org/10.1109/icdm51629.2021.00119
Some mission critical systems, e.g., fraud detection, require accurate, real-time metrics over long time sliding windows on applications that demand high throughput and low latencies. As these applications need to run 'forever' and cope with large, s
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::31a0c33f307853e5766c098b3286777c
Autor:
Catarina Belém, Pedro Saleiro, Sérgio Jesus, João Bento, João Gama, Vladimir Balayan, Pedro Bizarro
Publikováno v:
FAccT
There have been several research works proposing new Explainable AI (XAI) methods designed to generate model explanations having specific properties, or desiderata, such as fidelity, robustness, or human-interpretability. However, explanations are se
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::4efe099abfec137b2794e1318227e180
Autor:
Bernardo Branco, Pedro M. Abreu, Mariana S. C. Almeida, Pedro Bizarro, João Tiago Ascensão, Ana Sofia Gomes
Publikováno v:
KDD
Payment card fraud causes multibillion dollar losses for banks and merchants worldwide, often fueling complex criminal activities. To address this, many real-time fraud detection systems use tree-based models, demanding complex feature engineering sy
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::df49ab33514e2468dfaea2edb64bee36
https://doi.org/10.1145/3394486.3403361
https://doi.org/10.1145/3394486.3403361
Publikováno v:
ICAIF
Every year, criminals launder billions of dollars acquired from serious felonies (e.g., terrorism, drug smuggling, or human trafficking) harming countless people and economies. Cryptocurrencies, in particular, have developed as a haven for money laun
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::125271a6a8571fd6acdfa7f8237593b7
http://arxiv.org/abs/2005.14635
http://arxiv.org/abs/2005.14635
Publikováno v:
KDD
Although recurrent neural networks (RNNs) are state-of-the-art in numerous sequential decision-making tasks, there has been little research on explaining their predictions. In this work, we present TimeSHAP, a model-agnostic recurrent explainer that
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::80e641dd859906e000ec3f27b6a1ed95
Bank transaction fraud results in over $13B annual losses for banks, merchants, and card holders worldwide. Much of this fraud starts with a Point-of-Compromise (a data breach or a skimming operation) where credit and debit card digital information i
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::6d2ea9ef1bb1ed2241b33b0e820838f7
https://doi.org/10.1137/1.9781611974973.63
https://doi.org/10.1137/1.9781611974973.63
Publikováno v:
Clinical Journal of the American Society of Nephrology. 5:2245-2250
Background and objectives: Maintenance of previously thrombosed arteriovenous fistulas (AVFs) as functional vascular accesses can be highly expensive, with relevant financial implications for healthcare systems. The aim of our study was to evaluate t
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::d08bbc4c23c6a30416b1604a7c2ff437
https://doi.org/10.2215/cjn.03070410
https://doi.org/10.2215/cjn.03070410
Autor:
Andrew Howes, Paul J. Goulart, Alexander Artikis, Assaf Schuster, Opher Etzion, Georgios Paliouras, Chris Baber, Izchak Sharfman, Fabiana Fournier, John Lygeros, Pedro Bizarro, Carlos Canudas-de-Wit
Publikováno v:
IEEE Technology and Society Magazine
IEEE Technology and Society Magazine, Institute of Electrical and Electronics Engineers, 2014, 33 (3), pp.35-41. ⟨10.1109/MTS.2014.2345131⟩
IEEE Technology and Society Magazine, 2014, 33 (3), pp.35-41. ⟨10.1109/MTS.2014.2345131⟩
IEEE Technology and Society Magazine, Institute of Electrical and Electronics Engineers, 2014, 33 (3), pp.35-41. ⟨10.1109/MTS.2014.2345131⟩
IEEE Technology and Society Magazine, 2014, 33 (3), pp.35-41. ⟨10.1109/MTS.2014.2345131⟩
International audience; -This paper proposes a methodology for proactive event-driven decision making. Proper decisions are made by forecasting events prior to their occurrence. Motivation for proactive decision making stems from social and economic
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::8319d79223429b9a0ef1fc807d6450f7
https://hal.archives-ouvertes.fr/hal-01416881/document
https://hal.archives-ouvertes.fr/hal-01416881/document