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Ensuring the Robustness and Reliability of Data-Driven Knowledge Discovery Models in Production and Manufacturing [PDF]
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]
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
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Capturing the Cranio-Caudal Signature of a Turn with Inertial Measurement Systems: Methods, Parameters Robustness and Reliability [PDF]
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
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Fault Diagnosis and Fault Tolerant Control of Wind Turbines: An Overview
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
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Fuzzy and Neural Network Approaches to Wind Turbine Fault Diagnosis
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
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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
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Investigation on the Mathematical Relation Model of Structural Reliability and Structural Robustness
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
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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
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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
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Modified, Reliability-Based Robust Geotechnical Design Method, in Accordance with Eurocode 7
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
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