Adriano Soares Koshiyama

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Marley VellascoPontifícia Universidade Católica do Rio de JaneiroVerified email at ele.puc-rio.br
Ricardo TanscheitProfessor do Depto. de Engenharia Elétrica, Pontifícia Universidade Católica do Rio de JaneiroVerified email at ele.puc-rio.br
Tatiana EscovedoPUC-RioVerified email at inf.puc-rio.br
(Nick) Nikan FiroozyeHonorary Reader, University College LondonVerified email at ucl.ac.uk
Douglas Mota DiasUERJVerified email at uerj.br
WAGNER DE SOUZA TASSINARIUniversidade Federal Rural do Rio de JaneiroVerified email at ufrrj.br
Randy GoebelProfessor of Computing Science, University of AlbertaVerified email at ualberta.ca
Konstantin KlemmerMicrosoft ResearchVerified email at microsoft.com
Lukasz SzpruchUniversity of Edinburgh and The Alan Turing InstituteVerified email at ed.ac.uk
David BarberDepartment of Computer Science, University College LondonVerified email at ucl.ac.uk
Parashkev NachevUniversity College LondonVerified email at ucl.ac.uk
Danielle Mendes Thame DennyEscola Superior de Agricultura Luiz de QueirozVerified email at usp.br
Marco Aurelio Cavalcanti PachecoProfessor do Departamento de Engenharia Elétrica da PUC-Rio, Pontifícia Universidade Católica do Rio de JaneiroVerified email at ele.puc-rio.br
Rosane Nora CastroProfessor Associada da UFRRJVerified email at ufrrj.br
Denise R. S. AlmeidaPhD Candidate, University College London (UCL)Verified email at ucl.ac.uk
Kelly Moura KellerProfessora de Micologia Veterinária e Micotoxinas, Escola de Veterinária, Universidade Federal deVerified email at ufmg.br
Sebastian FlennerhagResearch Scientist at DeepMindVerified email at google.com
Enzo L. FenoglioUCL CS Senior Associate Research FellowVerified email at ucl.ac.uk
Zekun WuCS PhD Student, University College London / Researcher & Engineer, Holistic AIVerified email at ucl.ac.uk
Ortrud Monika BarthResearcher Instituto Oswaldo Cruz - FiocruzVerified email at ioc.fiocruz.br

Adriano Soares Koshiyama

CEO at Holistic AI, Research Fellow in Computer Science at UCL

Verified email at ucl.ac.uk

Trustworthy AI AI Auditing AI Assurance AI Risk Management AI Governance


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
A high-level overview of AI ethics E Kazim, AS Koshiyama Patterns 2 (9), 2021	176	2021
Towards algorithm auditing: managing legal, ethical and technological risks of AI, ML and associated algorithms A Koshiyama, E Kazim, P Treleaven, P Rai, L Szpruch, G Pavey, ... Royal Society Open Science 11 (5), 230859, 2024	129*	2024
Generative adversarial networks for financial trading strategies fine-tuning and combination A Koshiyama, N Firoozye, P Treleaven Quantitative Finance 21 (5), 797-813, 2021	99	2021
DetectA: abrupt concept drift detection in non-stationary environments T Escovedo, A Koshiyama, AA da Cruz, M Vellasco Applied Soft Computing 62, 119-133, 2018	63	2018
Machine learning for health: algorithm auditing & quality control L Oala, AG Murchison, P Balachandran, S Choudhary, J Fehr, AW Leite, ... Journal of medical systems 45, 1-8, 2021	48	2021
Algorithms: law and regulation P Treleaven, J Barnett, A Koshiyama Computer 52 (2), 32-40, 2019	45*	2019
Systematizing audit in algorithmic recruitment E Kazim, AS Koshiyama, A Hilliard, R Polle Journal of Intelligence 9 (3), 46, 2021	41	2021
AI auditing and impact assessment: according to the UK information commissioner’s office E Kazim, DMT Denny, A Koshiyama AI and Ethics 1, 301-310, 2021	39	2021
The interrelation between data and AI ethics in the context of impact assessments E Kazim, A Koshiyama AI and Ethics 1, 219-225, 2021	38	2021
Algorithms in future capital markets A Koshiyama, N Firoozye, P Treleaven Available at SSRN 3527511, 2020	33	2020
GPFIS-CLASS: A Genetic Fuzzy System based on Genetic Programming for classification problems AS Koshiyama, MMBR Vellasco, R Tanscheit Applied Soft Computing 37, 561-571, 2015	32	2015
Introdução a Data Science: Algoritmos de Machine Learning e métodos de análise T Escovedo, A Koshiyama Casa do Código, 2020	29	2020
Augmenting correlation structures in spatial data using deep generative models K Klemmer, A Koshiyama, S Flennerhag https://arxiv.org/abs/1905.09796v1, 2019	27	2019
Innovation and opportunity: review of the UK’s national AI strategy E Kazim, D Almeida, N Kingsman, C Kerrigan, A Koshiyama, E Lomas, ... Discover Artificial Intelligence 1, 1-10, 2021	24	2021
Algorithms in future insurance markets M Śmietanka, A Koshiyama, P Treleaven International Journal of Data Science and Big Data Analytics 1 (1), 1-19, 2021	24	2021
Automatic synthesis of fuzzy systems: An evolutionary overview with a genetic programming perspective A Koshiyama, R Tanscheit, M Vellasco Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery, 2018	17	2018
Quantnet: Transferring learning across systematic trading strategies A Koshiyama, S Flennerhag, SB Blumberg, N Firoozye, P Treleaven arXiv preprint arXiv:2004.03445, 2020	16*	2020
Fungi infection in honeybee hives in regions affected by Brazilian sac brood KM Keller, MV Deveza, AS Koshiyama, WS Tassinari, OM Barth, ... Arquivo Brasileiro de Medicina Veterinária e Zootecnia 66, 1471-1478, 2014	16	2014
GPFIS-control: a genetic fuzzy system for control tasks AS Koshiyama, MMBR Vellasco, R Tanscheit Journal of Artificial Intelligence and Soft Computing Research 4 (3), 167-179, 2014	16	2014
AI assurance processes E Kazim, A Koshiyama Available at SSRN 3685087, 2020	15	2020

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