Results 51 to 60 of about 4,214,964 (288)

Targeted smoothing parameter selection for estimating average causal effects

, 2013
The non-parametric estimation of average causal effects in observational studies often relies on controlling for confounding covariates through smoothing regression methods such as kernel, splines or local polynomial regression.
de Luna, Xavier, Häggström, Jenny
core   +1 more source

Knowledge discovery for friction stir welding via data driven approaches: Part 2 – multiobjective modelling using fuzzy rule based systems [PDF]

, 2012
In this final part of this extensive study, a new systematic data-driven fuzzy modelling approach has been developed, taking into account both the modelling accuracy and its interpretability (transparency) as attributes. For the first time, a data-driven
Chu TC, Coello Coello CA, El-Danaf EA, G Panoutsos, I Norris, K Beamish, M Mahfouf, Ma ZY, Mishra RS, Nandan R, Q Zhang, Sato Y, Zadeh LA, Zadeh LA, Zhang Q, Zhang Q, Zhang Q, Zhang Q   +17 more
core   +1 more source

A data-driven compression method for transient rendering [PDF]

ACM SIGGRAPH 2019 Posters, 2019
Monte Carlo methods for transient rendering have become a powerful instrument to generate reliable data in transient imaging applications, either for benchmarking, analysis, or as a source for data-driven approaches. However, due to the increased dimensionality of time-resolved renders, storage and data bandwidth are significant limiting constraints ...
Yun Liang 0003, Mingqin Chen, Zesheng Huang, Diego Gutierrez, Adolfo Muñoz 0001, Julio Marco   +5 more
openaire   +1 more source

Kernel Analog Forecasting: Multiscale Test Problems [PDF]

, 2020
Data-driven prediction is becoming increasingly widespread as the volume of data available grows and as algorithmic development matches this growth. The nature of the predictions made, and the manner in which they should be interpreted, depends crucially
Burov, Dmitry, Giannakis, Dimitrios, Manohar, Krithika, Stuart, Andrew   +3 more
core   +1 more source

Adherence to Protocol Recommendations for Children With Wilms Tumour in Two Consecutive Studies in the United Kingdom and Ireland—Does Variation Matter?

Pediatric Blood &Cancer, EarlyView.
ABSTRACT Background and Aims Wilms tumour (WT) has excellent event‐free and overall survival (OS). However, small differences exist between countries participating in the same international study. This led us to examine variation in adherence to protocol recommendations as a potential contributing factor.
Suzanne Tugnait, R. Al‐Saadi, A. Lopez‐Cortes, K. Dzhuma, M. Oostveen, J. Brok, S. Irtan, M. Weeks, J. Bate, S. Baker, R. Williams, M. Powis, D. Saunders, O. Olsen, T. Watson, S. Shelmerdine, S. Vaidya, L. Howell, C. Duncan, G. M. Vujanic, C. Stiller, G. P. Balchin, T. Chowdhury, K. Pritchard‐Jones   +23 more
wiley   +1 more source

Reduced-order modelling of parametric systems via interpolation of heterogeneous surrogates

Advanced Modeling and Simulation in Engineering Sciences, 2019
This paper studies parametric reduced-order modeling via the interpolation of linear multiple-input multiple-output reduced-order, or, more general, surrogate models in the frequency domain.
Yao Yue, Lihong Feng, Peter Benner
doaj   +1 more source

Data-driven model reduction and transfer operator approximation [PDF]

, 2017
In this review paper, we will present different data-driven dimension reduction techniques for dynamical systems that are based on transfer operator theory as well as methods to approximate transfer operators and their eigenvalues, eigenfunctions, and ...
Kevrekidis, Ioannis, Klus, Stefan, Koltai, Péter, Noé, Frank, Nüske, Feliks, Schütte, Christof, Wu, Hao   +6 more
core   +2 more sources

Sirolimus for Extracranial Arteriovenous Malformations: A Scoping Review of the Evidence in Syndromic and Non‐Syndromic Cases

Pediatric Blood &Cancer, EarlyView.
ABSTRACT Arteriovenous malformations (AVMs) are rare, high‐flow, vascular anomalies that can occur either sporadically or as part of a genetic syndrome. AVMs can progress with serious morbidity and even mortality if left unchecked. Sirolimus is an mTOR inhibitor that is effective in low‐flow vascular malformations; however, its role in AVMs is unclear.
Will Swansson, Ingrid Winship, Gary Hammerschlag, Laura Scardamaglia   +3 more
wiley   +1 more source

Data-Driven Methods and Artificial Intelligence in Reliability and Maintenance: A Review

Mathematics
Reliability and maintenance serve as pivotal factors in safeguarding safety, enhancing efficiency, optimizing costs, and fostering sustainable development.
Xuesong Chen, Wenting Li, Tianze Xia, Ruizhi Ouyang, Kaiye Gao   +4 more
doaj   +1 more source

Development of Neural Electromagnetic Ontologies (NEMO): Ontology-based Tools for Representation and Integration of Event-related Brain Potentials [PDF]

, 2009
We describe a first-generation ontology for representation and integration of event-related brain potentials (ERPs). The ontology is designed following OBO “best practices” and is augmented with tools to perform ontology-based ...
Dejing Dou, Gwen A. Frishkoff, Haishan Liu, Paea LePendu, Robert M. Frank   +4 more
core   +3 more sources