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Predictive performance of machine and statistical learning methods
2 个回复 - 347 次查看【作者(必填)】P. Austin[/backcolor], F. Harrell[/backcolor], E. Steyerberg[/backcolor] 【文题(必填)】Predictive performance of machine and statistical learning methods: Impact of data-generating pr ...2024-2-16 15:46 - wlou64 - 文献求助专区

Sample size and predictive performance of machine learning methods
1 个回复 - 179 次查看【作者(必填)】G. Infante[/backcolor], Rosalba Miceli[/backcolor], F. Ambrogi[/backcolor] 【文题(必填)】Sample size and predictive performance of machine learning methods with survival data: A simul ...2024-2-16 15:47 - wlou64 - 求助成功区

Kernel Methods for Machine Learning with Math and Python 100 Exercises for Build
9 个回复 - 1992 次查看 Kernel Methods for Machine Learning with Math and Python 100 Exercises for Building Logic2022-10-6 11:24 - thinking2009 - python论坛

First-order and Stochastic Optimization Methods for Machine Learning
4 个回复 - 1815 次查看 First-order and Stochastic Optimization Methods for Machine Learning2022-10-18 16:00 - xiterator - Forum

Automated Machine Learning Methods, Systems, Challenges
8 个回复 - 526 次查看 Automated Machine Learning Methods, Systems, Challenges ...2019-6-8 15:14 - eeabcde - 经管书评

Statistical Methods for Machine Learning
15 个回复 - 1560 次查看 Statistical Methods for Machine Learning Discover how to Transform Data into Knowledge with Python2022-9-5 03:18 - zjulxy219 - 数据分析与数据挖掘

Manning.Ensemble Methods for Machine Learning.2022(MEAP_v6)
7 个回复 - 1449 次查看 Manning.Ensemble Methods for Machine Learning.2022(MEAP_v6)2022-10-12 16:52 - thinking2009 - python论坛

Prediction of p Ka Using Machine Learning Methods with Rooted Topological Torsio
6 个回复 - 418 次查看【作者(必填)】Yipin Lu[/backcolor] 1[/backcolor], Shankara Anand[/backcolor] 1[/backcolor], William Shirley[/backcolor] 1[/backcolor], Peter Gedeck[/backcolor] 1[/backcolor], Brian P Kelley[/backcolor ...2022-9-22 03:35 - bbslover - 求助成功区

First-Order and Stochastic Optimization Methods for Machine Learning
1 个回复 - 842 次查看【作者(必填)】Gunaghui Lan 【文题(必填)】First-OrderandStochasticOptimizationMethodsforMachineLearning.pdf 【年份(必填)】2020 【全文链接或数据库名称(选填)】First-order and Stochastic Optimiza ...2021-8-19 11:57 - kaifengedu - 求助成功区

Machine Learning Methods for Ecological Applications
8 个回复 - 1065 次查看 This is the first text aimed at introducing machine learning methods to a readership of professional ecologists. All but one of the chapters have been written by ecologists and biologists who highligh ...2018-6-13 16:59 - xdfhz - 悬赏大厅

求助《Optimization Methods for Large-Scale Machine Learning》
2 个回复 - 1483 次查看【作者(必填)】Léon Bottou, Frank E. Curtis, and Jorge Nocedal 【文题(必填)】Optimization Methods for Large-Scale Machine Learning 【年份(必填)】2018 【全文链接或数据库名称(选填)】https://epu ...2020-5-5 19:06 - 13555555531 - 求助成功区

Ensemble Methods for Machine Learning
4 个回复 - 463 次查看 Ensemble Methods for Machine Learning Gautam KunapuliMEAP began July 2020 ISBN 9781617297137 350 pages (estimated)2022-1-21 00:43 - Nicolle - winbugs及其他软件专版

Statistics for Machine Learning: Implement Statistical methods used in Machine L
1 个回复 - 909 次查看 Statistics for Machine Learning: Implement Statistical methods used in Machine Learning using Python2021-9-20 16:15 - thinking2009 - python论坛

Introduction to Statistical and Machine Learning Methods for Data Science
2 个回复 - 1812 次查看 2021-8-28 18:04 - fengyg - 金融学（理论版）

Comparison of statistical and machine learning methods for daily SKU demand fore
1 个回复 - 412 次查看【作者(必填)】【文题(必填)】 Comparison of statistical and machine learning methods for daily SKU demand forecasting 【年份(必填)】【全文链接或数据库名称(选填)】https://link.springer.com/art ...2021-1-15 15:49 - ticket1988 - 求助成功区

《Automated Machine Learning | Methods, Systems, Challenges》
1 个回复 - 1143 次查看《Automated Machine Learning | Methods, Systems, Challenges》[/backcolor]2020-11-27 20:51 - jim20887 - Forum

Numerical Algorithms Methods for Computer Vision Machine Learning and Graphics
3 个回复 - 2600 次查看 This is the published version, NOT a manuscript Numerical Algorithms: Methods for Computer Vision, Machine Learning, and Graphics by Justin Solomon July 13, 2015 by A K Peters/CRC Press Te ...2016-12-6 05:31 - SleepyTom - 金融工程（数量金融）与金融衍生品

Machine Learning Methods That Economists Should Know About
3 个回复 - 825 次查看【作者(必填)】Susan Athey1,2,3 and Guido W. Imbens1,2,3,4 【文题(必填)】Machine Learning Methods That Economists Should Know About 【年份(必填)】2019 【全文链接或数据库名称(选填)】https://www.a ...2019-6-23 19:03 - wuyu0405 - 求助成功区

Machine Learning Methods for Estimating Heterogeneous Causal Effects
1 个回复 - 1174 次查看 Susan Atheyy Guido W. Imbensz First Draft: October 2013 This Draft: April 2015 Abstract In this paper we study the problems of estimating heterogeneity in causal eects in experimental or observa ...2019-6-4 14:44 - xuehe - 计量经济学与统计软件

Ensemble Machine Learning: Methods and Applications
7 个回复 - 2376 次查看 [经典书籍]Ensemble Machine LearningMethods and Applications2016-6-2 21:07 - ybli - 数据分析与数据挖掘

Evaluating Different Machine Learning Methods for Upscaling Evapotranspiration
1 个回复 - 395 次查看【作者(必填)】Tongren Xu[/backcolor] Zhixia Guo[/backcolor] Shaomin Liu[/backcolor] Xinlei He[/backcolor] Yangfanyu Meng[/backcolor] Ziwei Xu[/backcolor] Youlong Xia[/backcolor] Jingfeng Xiao[/backcol ...2018-12-10 15:08 - lxxwgdxg - 求助成功区

[Lecture Notes]Roman Garnett:Bayesian Methods in Machine Learning
10 个回复 - 1794 次查看 **** 本内容被作者隐藏 ****2016-6-5 08:52 - Nicolle - winbugs及其他软件专版

求助文献Can We Train Machine Learning Methods to Outperform the High-dimensional
1 个回复 - 620 次查看【作者(必填)】 Karim ME, Pang M, Platt RW. 【文题(必填)】 Can We Train Machine Learning Methods to Outperform the High-dimensional Propensity Score Algorithm? 【年份(必填)】 Epidemiology. 2018 Ma ...2018-4-17 18:01 - 刀剑林 - 求助成功区

Machine Learning Methods for Behaviour Analysis and Anomaly Detection in Video
3 个回复 - 797 次查看 This thesis proposes machine learning methods for understanding scenes via behaviour analysis and online anomaly detection in video. The book introduces novel Bayesian topic models for detection of ev ...2018-2-25 15:05 - nivastuli - Forum

Greedy and Linear Ensembles of Machine Learning Methods Outperform Single A..
0 个回复 - 407 次查看摘要：Abstract The application of Machine Learning to cheminformatics is a large and active field of research, but there exist few papers which discuss whether e...http://europepmc.org/abstract/MED/27 ...2018-2-5 08:00 - 人工智能-AI - 人工智能论文版

Applications of Machine Learning - matching problems to tasks and methods
0 个回复 - 389 次查看摘要：The terminology of Machine Learning and Data Mining methods does not always allow a simple match between practical problems and methods. While some problem...http://dl.acm.org/citation.cfm?id=11 ...2018-2-2 22:30 - 论文库 - 人工智能论文版

Application of machine learning methods to describe the effects of conjugat..
0 个回复 - 402 次查看摘要：Use of conjugated equine estrogens (CEE) has been linked to smaller regional brain volumes in women aged 鈮 65 years; however, it is unknown whether this re...http://www.sciencedirect.com/scienc ...2018-2-2 15:30 - 人工智能-AI - 人工智能论文版

Kernel methods in system identification, machine learning and function esti..
0 个回复 - 400 次查看摘要：Most of the currently used techniques for linear system identification are based on classical estimation paradigms coming from mathematical statistics. In ...http://www.sciencedirect.com/science ...2018-1-29 22:29 - a智多星 - 人工智能论文版

Use of machine learning methods for prediction of acute toxicity in organs ..
0 个回复 - 365 次查看摘要：The goal of this study is to investigate the advantages of large scale optimization methods vs conventional classification techniques in predicting acute t...http://scitation.aip.org/content/aap ...2018-1-28 18:30 - 人工智能-AI - 人工智能论文版

Methods and theory for off-line machine learning
0 个回复 - 394 次查看摘要：Many problems in machine learning can be abstracted to the sequential design task of finding the minimum of an unknown erratic and possibly discontinuous f...http://ieeexplore.ieee.org/xpls/abs_ ...2018-1-28 09:00 - AIworld - 人工智能论文版

A comparison of machine learning methods for classification using simulatio..
0 个回复 - 421 次查看摘要：Abstract BACKGROUND: Recent literature on the comparison of machine learning methods has raised questions about the neutrality, unbiasedness and utility of...http://www.ncbi.nlm.nih.gov/pubmed/2 ...2018-1-28 03:59 - 论文库 - 人工智能论文版

Prediction of factor Xa inhibitors by machine learning methods
0 个回复 - 362 次查看摘要：Factor Xa (FXa) inhibitors have been explored as anticoagulants for treatment and prevention of thrombotic diseases. Molecular docking, pharmacophore, quan...http://www.ncbi.nlm.nih.gov/pubmed/1 ...2018-1-27 12:00 - DL-er - 人工智能论文版

An evaluation of machine-learning methods for predicting pneumonia mortalit..
0 个回复 - 467 次查看摘要：This paper describes the application of eight statistical and machine-learning methods to derive computer models for predicting mortality of hospital patie...原文链接:http://www.sciencedirect.co ...2018-1-20 22:30 - AIworld - 人工智能论文版

A comparative study of machine-learning methods to predict the effects of s..
0 个回复 - 391 次查看摘要：The large volume of single nucleotide polymorphism data now available motivates the development of methods for distinguishing neutral changes from those wh...原文链接:http://www.biomedcentral.co ...2018-1-20 13:30 - 论文库 - 人工智能论文版

Use of machine learning methods for prediction of acute toxicity in organs ..
0 个回复 - 351 次查看摘要：The goal of this study is to investigate the advantages of large scale optimization methods vs conventional classification techniques in predicting acute t...原文链接:http://www.ncbi.nlm.nih.gov ...2018-1-19 06:30 - 论文库 - 人工智能论文版

Comparisons of likelihood and machine learning methods of individual classi..
0 个回复 - 496 次查看摘要：Abstract Classification methods used in machine learning (e.g., artificial neural networks, decision trees, and k-nearest neighbor clustering) are rarely u...原文链接:http://www.ncbi.nlm.nih.gov ...2018-1-16 06:30 - AIworld - 人工智能论文版

Evaluation of machine-learning methods for ligand-based virtual screening.
0 个回复 - 503 次查看摘要：Machine-learning methods can be used for virtual screening by analysing the structural characteristics of molecules of known (in)activity, and we here disc...原文链接:http://europepmc.org/abstra ...2018-1-15 00:59 - 人工智能-AI - 人工智能论文版

Using methods from the data-mining and machine-learning literature for dise..
0 个回复 - 393 次查看摘要：The use of tree-based methods offers superior performance over conventional classification and regression trees for predicting and classifying HF subtypes ...原文链接:http://www.sciencedirect.co ...2018-1-13 00:59 - a智多星 - 人工智能论文版

Combining predictors: comparison of five meta machine learning methods
0 个回复 - 408 次查看摘要：For some years there has been a trend towards combining predictors, and away from monolithic predictors. Two groups of meta machine learning (MML) methods ...原文链接:http://www.sciencedirect.co ...2018-1-12 17:00 - 论文库 - 人工智能论文版

Kernel techniques: From machine learning to meshless methods
0 个回复 - 607 次查看摘要：Kernels are valuable tools in various fields of numerical analysis, including approximation, interpolation, meshless methods for solving partial differenti...原文链接:http://adsabs.harvard.edu/a ...2018-1-12 11:00 - a智多星 - 人工智能论文版

Sequential methods in pattern recognition and machine learning
0 个回复 - 507 次查看摘要：| . , no. (), p. 71-88 Full text | | Reviews | 1. , , Academic Press, New York, . 2. , , Ellis Horwood Ltd., Chichester, . 3. , , Vol. I: Theory, Wiley-Int...原文链接:http://www.researchgate.net ...2018-1-11 12:00 - DL-er - 人工智能论文版

Kernel methods in system identification, machine learning and function esti..
0 个回复 - 308 次查看摘要：Most of the currently used techniques for linear system identification are based on classical estimation paradigms coming from mathematical statistics. In ...原文链接:http://dl.acm.org/citation. ...2018-1-10 19:30 - 人工智能-AI - 人工智能论文版

A study on several Machine-learning methods for classification of Malignant..
0 个回复 - 433 次查看摘要：In this paper, we investigate several state-of-the-art machine-learning methods for automated classification of clustered microcalcifications (MCs). The cl...原文链接:http://ieeexplore.ieee.org/ ...2018-1-9 19:59 - AIworld - 人工智能论文版

Classifying Kinase Inhibitor-Likeness by Using Machine-Learning Methods (p
0 个回复 - 673 次查看摘要：By using an in-house data set of small-molecule structures, encoded by Ghose-Crippen parameters, several machine learning techniques were applied to distinguish between kinase inhibitors and oth ...2017-9-24 13:30 - 论文库 - 人工智能论文版

Applications of machine learning: matching problems to tasks and methods
0 个回复 - 575 次查看摘要：The terminology of Machine Learning and Data Mining methods does not always allow a simple match between practical problems and methods. While some problem...原文链接:http://journals.cambridge.o ...2017-9-23 23:30 - 论文库 - 人工智能论文版

Identifying hERG Potassium Channel Inhibitors by Machine Learning Methods
0 个回复 - 478 次查看摘要：Abstract The human Ether-a-Go-Go-Related Gene (hERG) potassium ion channel plays a crucial role in cardiac repolarization. The inhibition of this channel b...原文链接:http://onlinelibrary.wiley. ...2017-9-23 09:00 - 论文库 - 人工智能论文版

Prediction of factor Xa inhibitors by machine learning methods.
0 个回复 - 408 次查看摘要：Factor Xa (FXa) inhibitors have been explored as anticoagulants for treatment and prevention of thrombotic diseases. Molecular docking, pharmacophore, quan...原文链接:http://europepmc.org/abstra ...2017-9-22 12:00 - DL-er - 人工智能论文版

Machine Learning Feature Selection Methods for Landslide Susceptibility Mapping
0 个回复 - 533 次查看摘要：This paper explores the use of adaptive support vector machines, random forests and AdaBoost for landslide susceptibility mapping in three separated regio...原文链接:http://link.springer.com/ar ...2017-9-22 01:00 - 人工智能-AI - 人工智能论文版

Machine Learning Methods for Estimating Heterogeneous Causal Effects
0 个回复 - 860 次查看摘要：In this paper we study the problems of estimating heterogeneity in causal effects in experimental or observational studies and conducting inference about t...原文链接:http://www.oalib.com/paper/ ...2017-9-20 01:00 - DL-er - 人工智能论文版

Machine-learning approaches in drug discovery: methods and applications
0 个回复 - 456 次查看摘要：During the past decade, virtual screening (VS) has evolved from traditional similarity searching, which utilizes single reference compounds, into an advanced application domain for data mining a ...2017-9-19 06:00 - 论文库 - 人工智能论文版

An empirical study of three machine learning methods for spam filtering
0 个回复 - 506 次查看摘要：The increasing volumes of unsolicited bulk e-mail (also known as spam) are bringing more annoyance for most Internet users. Using a classifier based on a s...原文链接:http://www.sciencedirect.co ...2017-9-19 03:29 - DL-er - 人工智能论文版

Risk estimation and risk prediction using machine-learning methods
0 个回复 - 459 次查看摘要：After an association between genetic variants and a phenotype has been established, further study goals comprise the classification of patients according t...原文链接:http://eurheartj.oxfordjour ...2017-9-17 22:30 - DL-er - 人工智能论文版

On Machine Learning Methods for Chinese Document Categorization
1 个回复 - 409 次查看摘要：This paper reports our comparative evaluation of three machine learning methods, namely k Nearest Neighbor (kNN), Support Vector Machines (SVM), and Adapt...原文链接:http://link.springer.com/ar ...2017-9-17 19:00 - AIworld - 人工智能论文版

Using Machine-Learning Methods for Musical Style Modeling
1 个回复 - 432 次查看摘要：The ability to construct a musical theory from examples presents a great intellectual challenge that, if successfully met, could foster a range of new crea...原文链接:http://doi.ieeecomputersoci ...2017-9-17 20:00 - a智多星 - 人工智能论文版

Rule-based Machine Learning Methods for Functional Prediction
0 个回复 - 464 次查看摘要：Abstract: We describe a machine learning method for predicting the value of a real-valued function, given the values of multiple input variables. The meth...原文链接:http://arxiv.org/abs/cs/951 ...2017-9-17 10:30 - AIworld - 人工智能论文版

Sample size selection in optimization methods for machine learning
0 个回复 - 500 次查看摘要：This paper presents a methodology for using varying sample sizes in batch-type optimization methods for large-scale machine learning problems. The first pa...原文链接:http://link.springer.com/ar ...2017-9-17 04:30 - DL-er - 人工智能论文版

Machine learning methods without tears: a primer for ecologists
0 个回复 - 598 次查看摘要：Abstract Machine learning methods, a family of statistical techniques with origins in the field of artificial intelligence, are recognized as holding great...原文链接:http://www.ncbi.nlm.nih.gov ...2017-9-16 07:00 - AIworld - 人工智能论文版

Protein Secondary Structure Prediction by Machine Learning Methods
0 个回复 - 535 次查看摘要：This paper concerns about an application of machine learning methods to a prediction of a secondary structure of an unknown protein. The aim of this study ...原文链接:http://www.muni.cz/research ...2017-9-15 13:30 - 论文库 - 人工智能论文版

Kernel methods in machine learning
0 个回复 - 524 次查看摘要：We review machine learning methods employing positive definite kernels. These methods formulate learning and estimation problems in a reproducing kernel Hi...原文链接:http://bioinformatics.oxfor ...2017-9-15 10:42 - 论文库 - 人工智能论文版

Kernel methods in machine learning
0 个回复 - 405 次查看摘要：We review machine learning methods employing positive definite kernels. These methods formulate learning and estimation problems in a reproducing kernel Hi...原文链接:http://bioinformatics.oxfor ...2017-9-15 10:41 - 论文库 - 人工智能论文版

Kernel methods in machine learning
0 个回复 - 469 次查看摘要：We review machine learning methods employing positive definite kernels. These methods formulate learning and estimation problems in a reproducing kernel Hi...原文链接:http://bioinformatics.oxfor ...2017-9-15 10:40 - AIworld - 人工智能论文版

Kernel methods in machine learning
0 个回复 - 396 次查看摘要：We review machine learning methods employing positive definite kernels. These methods formulate learning and estimation problems in a reproducing kernel Hi...原文链接:http://bioinformatics.oxfor ...2017-9-15 10:39 - DL-er - 人工智能论文版

Kernel methods in machine learning
0 个回复 - 512 次查看摘要：We review machine learning methods employing positive definite kernels. These methods formulate learning and estimation problems in a reproducing kernel Hi...原文链接:http://bioinformatics.oxfor ...2017-9-15 10:38 - DL-er - 人工智能论文版

Kernel methods in machine learning
0 个回复 - 418 次查看摘要：We review machine learning methods employing positive definite kernels. These methods formulate learning and estimation problems in a reproducing kernel Hi...原文链接:http://bioinformatics.oxfor ...2017-9-15 10:38 - a智多星 - 人工智能论文版

Kernel methods in machine learning
0 个回复 - 402 次查看摘要：We review machine learning methods employing positive definite kernels. These methods formulate learning and estimation problems in a reproducing kernel Hi...原文链接:http://bioinformatics.oxfor ...2017-9-15 10:37 - AIworld - 人工智能论文版

Kernel methods in machine learning
0 个回复 - 464 次查看摘要：We review machine learning methods employing positive definite kernels. These methods formulate learning and estimation problems in a reproducing kernel Hi...原文链接:http://bioinformatics.oxfor ...2017-9-15 10:36 - AIworld - 人工智能论文版

Kernel methods in machine learning
0 个回复 - 453 次查看摘要：We review machine learning methods employing positive definite kernels. These methods formulate learning and estimation problems in a reproducing kernel Hi...原文链接:http://bioinformatics.oxfor ...2017-9-15 10:35 - AIworld - 人工智能论文版

Kernel methods in machine learning
0 个回复 - 449 次查看摘要：We review machine learning methods employing positive definite kernels. These methods formulate learning and estimation problems in a reproducing kernel Hi...原文链接:http://bioinformatics.oxfor ...2017-9-15 10:34 - DL-er - 人工智能论文版

Kernel methods in machine learning
0 个回复 - 431 次查看摘要：We review machine learning methods employing positive definite kernels. These methods formulate learning and estimation problems in a reproducing kernel Hi...原文链接:http://bioinformatics.oxfor ...2017-9-15 10:33 - DL-er - 人工智能论文版

Kernel methods in machine learning
0 个回复 - 355 次查看摘要：We review machine learning methods employing positive definite kernels. These methods formulate learning and estimation problems in a reproducing kernel Hi...原文链接:http://bioinformatics.oxfor ...2017-9-15 10:32 - DL-er - 人工智能论文版

Kernel methods in machine learning
0 个回复 - 392 次查看摘要：We review machine learning methods employing positive definite kernels. These methods formulate learning and estimation problems in a reproducing kernel Hi...原文链接:http://bioinformatics.oxfor ...2017-9-15 10:31 - AIworld - 人工智能论文版

Kernel methods in machine learning
0 个回复 - 368 次查看摘要：We review machine learning methods employing positive definite kernels. These methods formulate learning and estimation problems in a reproducing kernel Hi...原文链接:http://bioinformatics.oxfor ...2017-9-15 10:30 - a智多星 - 人工智能论文版

Kernel methods in machine learning
0 个回复 - 409 次查看摘要：We review machine learning methods employing positive definite kernels. These methods formulate learning and estimation problems in a reproducing kernel Hi...原文链接:http://bioinformatics.oxfor ...2017-9-15 10:29 - 人工智能-AI - 人工智能论文版

[Lecture Notes]Bayesian Methods for Machine Learning
6 个回复 - 1013 次查看 Bayesian Methods for Machine LearningRadford M. Neal, University of Torontohttp://www.cs.utoronto.ca/～radford/**** 本内容被作者隐藏 ****2016-6-4 23:51 - Nicolle - winbugs及其他软件专版

Kernel Methods and Machine Learning
18 个回复 - 3366 次查看 Kernel Methods and Machine Learning by S. Y. Kung (Author) Hardcover: 572 pages Publisher: Cambridge University Press (June 23, 2014) Language: English ISBN-10: 110702496X ISBN-13: 978-11070 ...2014-12-4 14:59 - tigerwolf - winbugs及其他软件专版

[下載]Machine Learning Methods in the Environmental Sciences
4 个回复 - 1887 次查看 Data and Code: http://www.ocgy.ubc.ca/hsieh/book/ Web:http://www.cambridge.org/ar/academic/subjects/earth-and-environmental-science/environmental-science/machine-learning-methods-environmental-scie ...2014-4-8 01:07 - Nicolle - winbugs及其他软件专版

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