Black box - Open Access .click

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, 2017
This paper proposes that robots and autonomous systems should be equipped with the equivalent of a Flight Data Recorder to continuously record sensor and relevant internal status data. We call this an ethical black box. We argue that an ethical black box will be critical to the process of discovering why and how a robot caused an accident, and thus an ...
Winfield, A, Jirotka, M
openaire +1 more source

Threshold-based exploitation of noisy label in black-box unsupervised domain adaptation.

PLoS ONE
How can we perform unsupervised domain adaptation when transferring a black-box source model to a target domain? Black-box Unsupervised Domain Adaptation focuses on transferring the labels derived from a pre-trained black-box source model to an unlabeled
Huiwen Xu, Jaeri Lee, U Kang
doaj +1 more source

Transparent and fair profiling in employment services: evidence from Switzerland

Data & Policy
Long-term unemployment (LTU) is a challenge for both jobseekers and public employment services. Statistical profiling tools are increasingly used to predict LTU risk.
Tim Räz
doaj +1 more source

Explainable and generalizable AI-driven multiscale informatics for dynamic system modelling

Scientific Reports
Ultra-precision machining requires system modelling that both satisfies explainability and conforms to data fidelity. Existing modelling approaches, whether based on data-driven methods in present artificial intelligence (AI) or on first-principle ...
Chen Luo +4 more
doaj +1 more source

Light on Black Boxes [PDF]

Perception, 1989
openaire +2 more sources

A comprehensive transplanting of black-box adversarial attacks from multi-class to multi-label models

Complex & Intelligent Systems
Adversarial examples generated by perturbing raw data with carefully designed, imperceptible noise have emerged as a primary security threat to artificial intelligence systems.
Zhijian Chen, Qi Zhou, Yujiang Liu, Wenjian Luo +3 more
doaj +1 more source

Black Box Oxidizers [PDF]

Infection Control & Hospital Epidemiology, 2017
openaire +2 more sources

Don't black box your research. [PDF]

Patterns (N Y)
Alvarado A, Hufton AL.
europepmc +1 more source

Reply to: "Opening the black box of rehabilitation: GUIDE-rehab and the ICF classification". [PDF]

J Rehabil Med
Capodaglio P +4 more
europepmc +1 more source

The OR black box in urology: A survey on patient acceptance and confidence in AI-assisted surgery. [PDF]

BJUI Compass
Risch J +12 more
europepmc +1 more source

interpretable machine learning
adversarial examples
interpretability

deep learning
deep neural networks
black-box attack