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Ensuring the Robustness and Reliability of Data-Driven Knowledge Discovery Models in Production and Manufacturing [PDF]

open access: yesFrontiers in Artificial Intelligence, 2021
The Cross-Industry Standard Process for Data Mining (CRISP-DM) is a widely accepted framework in production and manufacturing. This data-driven knowledge discovery framework provides an orderly partition of the often complex data mining processes to ...
Shailesh Tripathi   +9 more
doaj   +2 more sources

Robust Reliability or reliable robustness? - Integrated consideration of robustness and reliability aspects [PDF]

open access: yes, 2015
Commonly, the terms reliability and robustness are used to describe products and processes, which are in accordance with the customer requirements and fulfil high quality expectations.
Bertsche, B.   +3 more
core   +5 more sources

Capturing the Cranio-Caudal Signature of a Turn with Inertial Measurement Systems: Methods, Parameters Robustness and Reliability [PDF]

open access: yesFrontiers in Bioengineering and Biotechnology, 2017
BackgroundTurning is a challenging mobility task requiring coordination and postural stability. Optimal turning involves a cranio-caudal sequence (i.e., the head initiates the motion, followed by the trunk and the pelvis), which has been shown to be ...
Karina Lebel   +8 more
doaj   +2 more sources

Fault Diagnosis and Fault Tolerant Control of Wind Turbines: An Overview

open access: yesEnergies, 2022
Wind turbines are playing an increasingly important role in renewable power generation. Their complex and large-scale structure, however, and operation in remote locations with harsh environmental conditions and highly variable stochastic loads make ...
Afef Fekih, Hamed Habibi, Silvio Simani
doaj   +1 more source

Fuzzy and Neural Network Approaches to Wind Turbine Fault Diagnosis

open access: yesApplied Sciences, 2021
The fault diagnosis of safety critical systems such as wind turbine installations includes extremely challenging aspects that motivate the research issues considered in this paper.
Saverio Farsoni   +2 more
doaj   +1 more source

Ratiometric Electrochemistry: Improving the Robustness, Reproducibility and Reliability of Biosensors

open access: yesMolecules, 2021
Electrochemical biosensors are an increasingly attractive option for the development of a novel analyte detection method, especially when integration within a point-of-use device is the overall objective. In this context, accuracy and sensitivity are not
Sam A. Spring   +2 more
doaj   +1 more source

Investigation on the Mathematical Relation Model of Structural Reliability and Structural Robustness

open access: yesMathematical and Computational Applications, 2021
Structural reliability and structural robustness, from different research fields, are usually employed for the evaluative analysis of building and civil engineering structures.
Qi-Wen Jin, Zheng Liu, Shuan-Hai He
doaj   +1 more source

Improving radiomic model reliability using robust features from perturbations for head-and-neck carcinoma

open access: yesFrontiers in Oncology, 2022
BackgroundUsing high robust radiomic features in modeling is recommended, yet its impact on radiomic model is unclear. This study evaluated the radiomic model’s robustness and generalizability after screening out low-robust features before radiomic ...
Xinzhi Teng   +15 more
doaj   +1 more source

From Accuracy to Reliability and Robustness in Cardiac Magnetic Resonance Image Segmentation: A Review

open access: yesApplied Sciences, 2022
Since the rise of deep learning (DL) in the mid-2010s, cardiac magnetic resonance (CMR) image segmentation has achieved state-of-the-art performance. Despite achieving inter-observer variability in terms of different accuracy performance measures, visual
Francesco Galati   +2 more
doaj   +1 more source

Modified, Reliability-Based Robust Geotechnical Design Method, in Accordance with Eurocode 7

open access: yesApplied Sciences, 2021
In this paper a modification of the reliability-based robust geotechnical design (RGD) method is proposed. The intention of the proposed modifications is to simplify the method, make it less computationally expensive, and harmonise of the results with ...
Filip Dodigović   +3 more
doaj   +1 more source

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