User profiles for A. Koshiyama
Adriano Soares KoshiyamaCEO at Holistic AI, Research Fellow in Computer Science at UCL Verified email at ucl.ac.uk Cited by 1052 |
[PDF][PDF] A high-level overview of AI ethics
E Kazim, AS Koshiyama - Patterns, 2021 - cell.com
Artificial intelligence (AI) ethics is a field that has emerged as a response to the growing concern
regarding the impact of AI. It can be read as a nascent field and as a subset of the wider …
regarding the impact of AI. It can be read as a nascent field and as a subset of the wider …
[HTML][HTML] Innovation and opportunity: review of the UK's national AI strategy
…, N Kingsman, C Kerrigan, A Koshiyama… - Discover Artificial …, 2021 - Springer
The publication of the UK’s National Artificial Intelligence (AI) Strategy represents a step-change
in the national industrial, policy, regulatory, and geo-strategic agenda. Although there is …
in the national industrial, policy, regulatory, and geo-strategic agenda. Although there is …
Generative adversarial networks for financial trading strategies fine-tuning and combination
A Koshiyama, N Firoozye, P Treleaven - Quantitative Finance, 2021 - Taylor & Francis
Systematic trading strategies are algorithmic procedures that allocate assets aiming to optimize
a certain performance criterion. To obtain an edge in a highly competitive environment, …
a certain performance criterion. To obtain an edge in a highly competitive environment, …
Algorithms in future capital markets
A Koshiyama, N Firoozye… - Available at SSRN …, 2020 - papers.ssrn.com
This paper reviews Artificial Intelligence (AI), Machine Learning (ML) and associated
algorithms in future Capital Markets. New AI algorithms are constantly emerging, with each ‘strain’…
algorithms in future Capital Markets. New AI algorithms are constantly emerging, with each ‘strain’…
Algorithm auditing: Managing the legal, ethical, and technological risks of artificial intelligence, machine learning, and associated algorithms
A Koshiyama, E Kazim, P Treleaven - Computer, 2022 - ieeexplore.ieee.org
Algorithms are becoming ubiquitous. However, companies are increasingly alarmed about
their algorithms causing major financial or reputational damage. A new industry is envisaged: …
their algorithms causing major financial or reputational damage. A new industry is envisaged: …
[HTML][HTML] Systematizing audit in algorithmic recruitment
E Kazim, AS Koshiyama, A Hilliard, R Polle - Journal of Intelligence, 2021 - mdpi.com
Business psychologists study and assess relevant individual differences, such as intelligence
and personality, in the context of work. Such studies have informed the development of …
and personality, in the context of work. Such studies have informed the development of …
DetectA: abrupt concept drift detection in non-stationary environments
T Escovedo, A Koshiyama, AA da Cruz… - Applied Soft Computing, 2018 - Elsevier
Almost all drift detection mechanisms designed for classification problems work reactively:
after receiving the complete data set (input patterns and class labels) they apply a sequence …
after receiving the complete data set (input patterns and class labels) they apply a sequence …
Design and control of an all-direction steering type mobile robot
A Koshiyama, K Yamafuji - The International journal of …, 1993 - journals.sagepub.com
This article describes a new type of mobile robot that has a spherical wheel, an arched body,
and motion-controlling mech anisms installed inside the wheel. The robot can travel in …
and motion-controlling mech anisms installed inside the wheel. The robot can travel in …
Knockdown of LIM15/DMC1 in the mushroom Coprinus cinereus by double-stranded RNA-mediated gene silencing
…, H Sugawara, FN Hamada, A Koshiyama… - …, 2005 - microbiologyresearch.org
The basidiomycete Coprinus cinereus has many advantages as a model organism for
studying sexual development and meiosis, but it has been difficult to investigate using reverse-…
studying sexual development and meiosis, but it has been difficult to investigate using reverse-…
[HTML][HTML] Machine learning for health: algorithm auditing & quality control
Developers proposing new machine learning for health (ML4H) tools often pledge to match
or even surpass the performance of existing tools, yet the reality is usually more complicated. …
or even surpass the performance of existing tools, yet the reality is usually more complicated. …