Results 21 to 30 of about 1,555,240 (261)

Data-Driven Method to Quantify Correlated Uncertainties

IEEE Access, 2023
Polynomial chaos (PC) has been proven to be an efficient method for uncertainty quantification, but its applicability is limited by two strong assumptions: the mutual independence of random variables and the requirement of exact knowledge about the distribution of the random variables.
Jeahan Jung, Minseok Choi
openaire   +2 more sources

Predicting personal thermal preferences based on data-driven methods [PDF]

E3S Web of Conferences, 2019
One of the prevalent models to account for thermal comfort in HVAC design is the Predicted Mean Vote (PMV). However, the model is based on parameters difficult to estimate in real applications and it focuses on mean votes of large groups of people ...
Aguilera José Joaquín, Toftum Jørn, Berk Kazanci Ongun   +2 more
doaj   +1 more source

Mitigation of model error effects in neural network-based structural damage detection

Frontiers in Built Environment, 2023
This paper proposes a damage detection procedure based on neural networks that is able to account for the model error in the network training. Vibration-based damage detection procedures relied on machine learning techniques hold great promises for the ...
Federico Ponsi, Elisa Bassoli, Loris Vincenzi   +2 more
doaj   +1 more source

Data-driven extract method recommendations: a study at ING [PDF]

Proceedings of the 29th ACM Joint Meeting on European Software Engineering Conference and Symposium on the Foundations of Software Engineering, 2021
The sound identification of refactoring opportunities is still an open problem in software engineering. Recent studies have shown the effectiveness of machine learning models in recommending methods that should undergo different refactoring operations.
David van der Leij, Jasper Binda, Robbert van Dalen, Pieter Vallen, Yaping Luo, Maurício Aniche   +5 more
openaire   +3 more sources

Modeling Water Quality Parameters Using Data-driven Methods

مجله آب و خاک, 2017
Introduction: Surface water bodies are the most easily available water resources. Increase use and waste water withdrawal of surface water causes drastic changes in surface water quality.
Shima Soleimani, Omid Bozorg Haddad, Mojtaba Moravej   +2 more
doaj   +1 more source

Data‐driven Methods for Modeling Social Perception [PDF]

Social and Personality Psychology Compass, 2011
Abstract How do we model the complexity of social perception? A major methodological problem is that the space of possible variables driving social perceptions is infinitely large, thus posing an insurmountable hurdle for conventional approaches.
Todorov, A.T., Dotsch, R., Wigboldus, D.H.J., Said, C.P.   +3 more
openaire   +1 more source

An Approach To Mode and Anomaly Detection with Spacecraft Telemetry Data

International Journal of Prognostics and Health Management, 2016
This paper discusses a mixed method that combines unsupervised learning methods and human expert input for analyzing telemetry data from long-duration robotic space missions.
Gautam Biswas, Hamed Khorasgani, Gerald Stanje, Abhishek Dubey, Somnath Deb, Sudipto Ghoshal   +5 more
doaj   +1 more source

A Geometric Significance-Aware Deep Mutual Learning Network for Building Extraction from Aerial Images

Drones
Knowledge-driven building extraction method exhibits a restricted adaptability scope and is vulnerable to external factors that affect its extraction accuracy.
Ming Hao, Huijing Lin, Shilin Chen, Weiqiang Luo, Hua Zhang, Nanshan Zheng   +5 more
doaj   +1 more source

Small-Scale Zero-Shot Collision Localization for Robots Using RL-CNN

Applied Sciences, 2023
For safety reasons, in order to ensure that a robot can make a reasonable response after a collision, it is often necessary to localize the collision. The traditional model-based collision localization methods, which are highly dependent on the designed ...
Haoyu Lin, Ya’nan Lou, Pengkun Quan, Zhuo Liang, Dongbo Wei, Shichun Di   +5 more
doaj   +1 more source

Evaluating Economic and Clinical Impacts of Anaemia Management Strategies: A Systematic Review of the Evidence From the UK Perspective

eJHaem
Background Anaemia significantly affects health outcomes and quality of life. While blood transfusion remains a common intervention, alternative treatments, such as iron supplementation and erythropoiesis‐stimulating agents (ESAs), offer potential to ...
Hiro Farabi, Florian Tomini, Hayley Evans, Michael F. Murphy, Laura Green, Paula Dhiman, Gianluca Fabiano, Antony J. R. Palmer, Linda vonNeree, Simon J. Stanworth   +9 more
doaj   +1 more source