New stopping criteria for iterative root finding [PDF]
Royal Society Open Science, 2014 A set of simple stopping criteria is presented, which improve the efficiency of iterative root finding by terminating the iterations immediately when no further improvement of the roots is possible.
Jorgen L. Nikolajsen
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Statistical stopping criteria for automated screening in systematic reviews [PDF]
Systematic Reviews, 2020 Active learning for systematic review screening promises to reduce the human effort required to identify relevant documents for a systematic review. Machines and humans work together, with humans providing training data, and the machine optimising the ...
Max W Callaghan, Finn Müller-Hansen
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Simple Stopping Criteria for Information Theoretic Feature Selection [PDF]
Entropy, 2019 Feature selection aims to select the smallest feature subset that yields the minimum generalization error. In the rich literature in feature selection, information theory-based approaches seek a subset of features such that the mutual information between
Shujian Yu, José C. Príncipe
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When to stop reviewing: validation of stop criteria in ASReview [PDF]
BMC Medical Research MethodologyBackground Systematic reviews are essential for evidence-based research, but they often require a great deal of time and effort. Although title and abstract (T&A) screening is just one part of the review process, it can be very time-consuming when search
C. Kempny +4 more
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Stopping criteria for ending autonomous, single detector radiological source searches. [PDF]
PLoS ONE, 2021 While the localization of radiological sources has traditionally been handled with statistical algorithms, such a task can be augmented with advanced machine learning methodologies. The combination of deep and reinforcement learning has provided learning-
Gregory R Romanchek, Shiva Abbaszadeh
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Novel Stopping Criteria for Optimization-Based Microwave Breast Imaging Algorithms [PDF]
Journal of Imaging, 2019 A discontinuous Galerkin formulation of the Contrast Source Inversion algorithm (DGM-CSI) for microwave breast imaging employing a frequency-cycling reconstruction technique has been modified here to include a set of automated stopping criteria that ...
Cameron Kaye, Ian Jeffrey, Joe LoVetri
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Outcomes of nucleos(t)ide analogue discontinuation following finite xalnesiran-based therapies in chronic hepatitis B [PDF]
JHEP ReportsBackground & Aims: Novel regimens aimed at achieving functional cure of chronic hepatitis B (CHB) in virologically suppressed participants require the withdrawal of nucleos(t)ide analogue (NA). However, data from clinical trials are limited.
Cong Cheng +53 more
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Computer-assisted screening in systematic evidence synthesis requires robust and well-evaluated stopping criteria [PDF]
Systematic ReviewsMax Callaghan +11 more
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Multi-objective calibration of Tank model using multiple genetic algorithms and stopping criteria [PDF]
RBRH, 2022 Calibration of hydrologic models estimates parameter values that cannot be measured and enable the rainfall-runoff processes simulation. Multi-objective evolutionary algorithms can make the calibration faster and more efficient through an iterative ...
Juan Carlos Ticona Gutierrez +4 more
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Accounting for Round-Off Errors When Using Gradient Minimization Methods
Algorithms, 2022 This paper discusses a method for taking into account rounding errors when constructing a stopping criterion for the iterative process in gradient minimization methods.
Dmitry Lukyanenko +2 more
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