Výsledky vyhľadávania - "Classification algorithm"

A New Neural Dynamic Classification Algorithm Autor Rafiei, Mohammad Hossein, Adeli, Hojjat

“…The keys for the development of an effective classification algorithm are: 1) discovering feature spaces with large margins between clusters and close proximity of the classmates and 2…”
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Efficient kNN classification algorithm for big data Autor Deng, Zhenyun, Zhu, Xiaoshu, Cheng, Debo, Zong, Ming, Zhang, Shichao

“…K nearest neighbors (kNN) is an efficient lazy learning algorithm and has successfully been developed in real applications. It is natural to scale the kNN…”
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Improved naive Bayes classification algorithm for traffic risk management Autor Chen, Hong, Hu, Songhua, Hua, Rui, Zhao, Xiuju

“…Naive Bayesian classification algorithm is widely used in big data analysis and other fields because of its simple and fast algorithm structure…”
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Validation of accelerometer wear and nonwear time classification algorithm Autor Choi, Leena, Liu, Zhouwen, Matthews, Charles E, Buchowski, Maciej S

“…the use of movement monitors (accelerometers) for measuring physical activity (PA) in intervention and population-based studies is becoming a standard…”
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Arrhythmia classification algorithm based on multi-head self-attention mechanism Autor Wang, Yue, Yang, Guanci, Li, Shaobo, Li, Yang, He, Ling, Liu, Dan

“…•Novel position encoding is proposed to obtain time and voltage series information.•Novel arrhythmia classification algorithm based on multihead self-attention mechanism…”
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global, high-resolution (30-m) inland water body dataset for 2000: first results of a topographic–spectral classification algorithm Autor Feng, Min, Sexton, Joseph O., Channan, Saurabh, Townshend, John R.

“…The science and management of terrestrial ecosystems require accurate, high-resolution mapping of surface water. We produced a global, 30-m-resolution inland…”
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Quantum k-fold cross-validation for nearest neighbor classification algorithm Autor Li, Jing, Gao, Fei, Lin, Song, Guo, Mingchao, Li, Yongmei, Liu, Hailing, Qin, Sujuan, Wen, QiaoYan

“… In this paper, we present a quantum version of k-fold cross-validation to choose a good parameter for the nearest neighbor classification algorithm with a threshold t, where the…”
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A new hybrid classification algorithm for customer churn prediction based on logistic regression and decision trees Autor De Caigny, Arno, Coussement, Kristof, De Bock, Koen W.

“…•A new hybrid algorithm (logit leaf model) is proposed for customer churn prediction.•It is designed to perform well in terms of both accuracy and…”
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Prediction of potent shRNAs with a sequential classification algorithm Autor Pelossof, Raphael, Fairchild, Lauren, Huang, Chun-Hao, Widmer, Christian, Sreedharan, Vipin T, Sinha, Nishi, Lai, Dan-Yu, Guan, Yuanzhe, Premsrirut, Prem K, Tschaharganeh, Darjus F, Hoffmann, Thomas, Thapar, Vishal, Xiang, Qing, Garippa, Ralph J, Rätsch, Gunnar, Zuber, Johannes, Lowe, Scott W, Leslie, Christina S, Fellmann, Christof

“…The most effective shRNAs to silence a gene are calculated by a machine learning algorithm. We present SplashRNA, a sequential classifier to predict potent…”
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Image Classification Algorithm Based on Improved AlexNet Autor Li, Shaojuan, Wang, Lizhi, Li, Jia, Yao, Yuan

“… Using Cifar-10 data set to test the classification algorithm. The results indicate that the method not only reduces the number of parameters and parameters…”
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A granular XGBoost classification algorithm Autor Lan, Biyun, Chen, Yumin, Wu, Keshou

“… in the model’s generalization ability. In this paper, we propose a granular XGBoost classification algorithm…”
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Medical Health Big Data Classification Based on KNN Classification Algorithm Autor Xing, Wenchao, Bei, Yilin

“… Due to the simplicity of KNN (K-Nearest Neighbor) classification algorithm, it has been widely used in many fields…”
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Multi-class multi-level classification algorithm for skin lesions classification using machine learning techniques Autor Hameed, Nazia, Shabut, Antesar M., Ghosh, Miltu K., Hossain, M.A.

“… A Multi-Class Multi-Level (MCML) classification algorithm…”
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Columbia Classification Algorithm of Suicide Assessment (C-CASA): classification of suicidal events in the FDA's pediatric suicidal risk analysis of antidepressants Autor Posner, Kelly, Oquendo, Maria A, Gould, Madelyn, Stanley, Barbara, Davies, Mark

“… The authors describe the Columbia Classification Algorithm for Suicide Assessment (C-CASA), a standardized suicidal rating system that provided data for the pediatric…”
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RNA sequencing and swarm intelligence-enhanced classification algorithm development for blood-based disease diagnostics using spliced blood platelet RNA Autor Best, Myron G, In 't Veld, Sjors G J G, Sol, Nik, Wurdinger, Thomas

“… Here, we provide the wet-lab protocol for the generation of platelet RNA-sequencing libraries and the dry-lab protocol for the development of swarm intelligence-enhanced machine-learning-based classification algorithms…”
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Update and audit of the St George’s classification algorithm of primary lymphatic anomalies: a clinical and molecular approach to diagnosis Autor Gordon, Kristiana, Varney, Ruth, Keeley, Vaughan, Riches, Katie, Jeffery, Steve, Van Zanten, Malou, Mortimer, Peter, Ostergaard, Pia, Mansour, Sahar

“…Primary lymphatic anomalies may present in a myriad of ways and are highly heterogenous. Careful consideration of the presentation can lead to an accurate…”
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BIANCA (Brain Intensity AbNormality Classification Algorithm): A new tool for automated segmentation of white matter hyperintensities Autor Griffanti, Ludovica, Zamboni, Giovanna, Khan, Aamira, Li, Linxin, Bonifacio, Guendalina, Sundaresan, Vaanathi, Schulz, Ursula G., Kuker, Wilhelm, Battaglini, Marco, Rothwell, Peter M., Jenkinson, Mark

“… (Brain Intensity AbNormality Classification Algorithm), a fully automated, supervised method for WMH detection, based on the k-nearest neighbour (k-NN) algorithm…”
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A gradient boosting decision tree based GPS signal reception classification algorithm Autor Sun, Rui, Wang, Guanyu, Zhang, Wenyu, Hsu, Li-Ta, Ochieng, Washington Y.

“…In urban areas, GPS signals are often reflected or blocked by buildings, which causes multipath effects and non-line-of-sight (NLOS) reception respectively…”
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A Large-Scale k-Nearest Neighbor Classification Algorithm Based on Neighbor Relationship Preservation Autor Song, Yunsheng, Kong, Xiaohan, Zhang, Chao

“…) classification algorithm is widely used to face recognition, text classification, emotional analysis, and other fields…”
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Classification algorithm for the International Classification of Diseases-11 chronic pain classification: development and results from a preliminary pilot evaluation Autor Korwisi, Beatrice, Hay, Ginea, Attal, Nadine, Aziz, Qasim, Bennett, Michael I, Benoliel, Rafael, Cohen, Milton, Evers, Stefan, Giamberardino, Maria Adele, Kaasa, Stein, Kosek, Eva, Lavand'homme, Patricia, Nicholas, Michael, Perrot, Serge, Schug, Stephan, Smith, Blair H, Svensson, Peter, Vlaeyen, Johan W S, Wang, Shuu-Jiun, Treede, Rolf-Detlef, Rief, Winfried, Barke, Antonia

“… The classification comprises more than 200 diagnostic criteria. The aim of the Classification Algorithm for Chronic Pain in ICD-11 (CAL-CP…”
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