Adriano Soares Koshiyama
Adriano Soares Koshiyama
Research Fellow in Computer Science at UCL
Verified email at ucl.ac.uk
Title
Cited by
Cited by
Year
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
322018
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
202015
Generative adversarial networks for financial trading strategies fine-tuning and combination
A Koshiyama, N Firoozye, P Treleaven
Quantitative Finance, 1-17, 2020
162020
GPFIS-control: a genetic fuzzy system for control tasks
AS Koshiyama, MMBR Vellasco, R Tanscheit
Journal of Artificial Intelligence and Soft Computing Research 4, 2014
142014
GPF-class: a genetic fuzzy model for classification
AS Koshiyama, T Escovedo, DM Dias, MMBR Vellasco, R Tanscheit
2013 IEEE Congress on Evolutionary Computation, 3275-3282, 2013
142013
Algorithms: law and regulation
P Treleaven, J Barnett, A Koshiyama
Computer 52 (2), 32-40, 2019
132019
Algorithms in future capital markets
A Koshiyama, N Firoozye, P Treleaven
Available at SSRN 3527511, 2020
82020
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
72018
A high-level overview of AI ethics
E Kazim, A Koshiyama
Available at SSRN, 2020
62020
Avoiding Backtesting Overfitting by Covariance-Penalties: an empirical investigation of the ordinary and total least squares cases
A Koshiyama, N Firoozye
The Journal of Financial Data Science 1 (4), 63-83, 2019
62019
Augmenting correlation structures in spatial data using deep generative models
K Klemmer, A Koshiyama, S Flennerhag
https://arxiv.org/abs/1905.09796v1, 2019
62019
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 (5), 1471-1478, 2014
62014
Meliponicultura como ferramenta de aprendizado em educação ambiental
EA Ferreira, MVS Paixão, AS Koshiyama, MCA Lorenzon
Ensino, Saúde e Ambiente 6 (3), 2013
62013
Automatic synthesis of fuzzy inference systems for classification
J Paredes, R Tanscheit, M Vellasco, A Koshiyama
International Conference on Information Processing and Management of …, 2016
52016
Evolutionary features and parameter optimization of spiking neural networks for unsupervised learning
M Silva, A Koshiyama, M Vellasco, E Cataldo
2014 International Joint Conference on Neural Networks (IJCNN), 2391-2398, 2014
52014
Spatial econometrics applied to study the influencing factors of honey prices in Brazil
AS Koshiyama, MCA Lorenzon, WS Tassinari
Brazilian Journal of Operations & Production Management 8 (1), 121-132, 2011
52011
Algorithms and the Law
J Barnett, AS Koshiyama, P Treleaven
Retrieved from Legal Futures: https://www. legalfutures. co. uk/blog …, 2017
42017
Development of a fuzzy rule-based system using Genetic Programming for Forecasting problems
AS Koshiyama, MMBR Vellasco, R Tanscheit
2015 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 1-7, 2015
42015
Neve++: A neuro-evolutionary unlimited ensemble for adaptive learning
T Escovedo, AA da Cruz, A Koshiyama, R Melo, M Vellasco
2014 International Joint Conference on Neural Networks (IJCNN), 3331-3338, 2014
42014
Learning under concept drift using a neuro-evolutionary ensemble
T Escovedo, AVABS DA CRUZ, MMBR VELLASCO, AS KOSHIYAMA
International Journal of Computational Intelligence and Applications 12 (04 …, 2013
42013
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Articles 1–20