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181
Complementary coalition graphs: characterization and algorithm
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183
Feature selection algorithm based on XGBoost
Published 2019-10-01“…Feature selection in classification has always been an important but difficult problem.This kind of problem requires that feature selection algorithms can not only help classifiers to improve the classification accuracy,but also reduce the redundant features as much as possible.Therefore,in order to solve feature selection in the classification problems better,a new wrapped feature selection algorithm XGBSFS was proposed.The thought process of building trees in XGBoost was used for reference,and the importance of features from three importance metrics was measured to avoid the limitation of single importance metric.Then the improved sequential floating forward selection (ISFFS) was applied to search the feature subset so that it had high quality.Compared with the experimental results of eight datasets in UCI,the proposed algorithm has good performance.…”
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184
New algorithm for the diagnosis of hereditary dystonia
Published 2012-09-01“…Taking into account the crescent interest in the field of dystonia genetics, we have organized a didactic and fast algorithm to diagnose the main forms of hereditary dystonias. …”
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185
Research review of federated learning algorithms
Published 2020-11-01Subjects: “…federated learning;algorithm optimization;big data;data privacy…”
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186
Voice Security Using Hybrid Algorithm
Published 2010-12-01“…This research deals with constructing and implementing a new digital voice security Algorithm based on hiding large amount of data (sound file) in a 24 bits host color image (RGB image). …”
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187
Algorithms for partitioning logical circuits into subcircuits
Published 2020-09-01Subjects: Get full text
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189
Anti-platelet therapy algorithms in women
Published 2011-02-01“…The review is focussed on the evidence base for anti-platelet therapy (APT) algorithms in women. Gender-specific features of haemostasis and thrombosis pathogenesis are emphasized. …”
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190
Optimization Algorithm for Selecting Compressible Data
Published 2019-05-01“…An algorithm for optimizing the choice of data for real-time compression is proposed. …”
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191
Algorithms for Majority Decoding of Group Codes
Published 2015-08-01“…In addition to the algorithms needed to implement a classical decoder of J. …”
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192
Research on Physical Reliability Rendering Algorithm
Published 2025-01-01Subjects: “…Reliability rendering algorithms…”
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193
Algorithm profiling for architectures with dataflow accelerators
Published 2025-07-01Subjects: Get full text
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194
Molecular Beacon Sequence Design Algorithm
Published 2003-01-01“…For smaller laboratories where molecular beacons are not the focus of research, the public domain algorithm described here may be usefully employed to aid in molecular beacon design.…”
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195
The algorithm of dental care for pregnant women
Published 2020-04-01“…Taking into account the duration of gestation, critical periods and comorbidity, determined was an algorithm of providing safe dental care including development of methods for correction of mental and emotional state of a pregnant woman as well as a safe local anaesthesia.…”
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197
Algorithms for Multispectral and Hyperspectral Image Analysis
Published 2013-01-01Get full text
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198
Feature selection algorithm based on XGBoost
Published 2019-10-01“…Feature selection in classification has always been an important but difficult problem.This kind of problem requires that feature selection algorithms can not only help classifiers to improve the classification accuracy,but also reduce the redundant features as much as possible.Therefore,in order to solve feature selection in the classification problems better,a new wrapped feature selection algorithm XGBSFS was proposed.The thought process of building trees in XGBoost was used for reference,and the importance of features from three importance metrics was measured to avoid the limitation of single importance metric.Then the improved sequential floating forward selection (ISFFS) was applied to search the feature subset so that it had high quality.Compared with the experimental results of eight datasets in UCI,the proposed algorithm has good performance.…”
Get full text
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199
Applications of Machine Learning Algorithms in Geriatrics
Published 2025-08-01“…The integration of machine learning (ML)-type algorithms in geriatrics represents a direction for optimizing prevention, diagnosis, prediction, monitoring, and treatment. …”
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200
Computational complexity, algorithmic scope, and evolution
Published 2025-01-01“…Here we explore the idea that evolution confines biological computation to subsets of instances that can be solved efficiently with algorithms that are ‘hardcoded’ in the system itself. …”
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