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International Conference on Machine Learning, Optimization, and Data Science最新文献

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Text Mining with Constrained Tensor Decomposition 约束张量分解的文本挖掘
International Conference on Machine Learning, Optimization, and Data Science Pub Date : 2019-09-10 DOI: 10.1007/978-3-030-37599-7_19
Elaheh Sobhani, P. Comon, C. Jutten, M. Babaie-zadeh
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引用次数: 1
Cartesian Genetic Programming with Guided and Single Active Mutations for Designing Combinational Logic Circuits 组合逻辑电路设计中的引导和单主动突变笛卡尔遗传规划
International Conference on Machine Learning, Optimization, and Data Science Pub Date : 2019-09-10 DOI: 10.1007/978-3-030-37599-7_33
J. E. H. D. Silva, L. Souza, H. Bernardino
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引用次数: 5
Modelling Chaotic Time Series Using Recursive Deep Self-organising Neural Networks 基于递归深度自组织神经网络的混沌时间序列建模
International Conference on Machine Learning, Optimization, and Data Science Pub Date : 2019-09-10 DOI: 10.1007/978-3-030-37599-7_55
E. Berglund
{"title":"Modelling Chaotic Time Series Using Recursive Deep Self-organising Neural Networks","authors":"E. Berglund","doi":"10.1007/978-3-030-37599-7_55","DOIUrl":"https://doi.org/10.1007/978-3-030-37599-7_55","url":null,"abstract":"","PeriodicalId":432112,"journal":{"name":"International Conference on Machine Learning, Optimization, and Data Science","volume":"17 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-09-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133740137","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Long Short-Term Memory Networks for Earthquake Detection in Venezuelan Regions 委内瑞拉地区地震检测的长短期记忆网络
International Conference on Machine Learning, Optimization, and Data Science Pub Date : 2019-09-10 DOI: 10.1007/978-3-030-37599-7_62
Sergi Mus, Norma Gutiérrez, R. Tous, Beatriz Otero, L. Cruz, David Llácer, L. Alvarado, O. Rojas
{"title":"Long Short-Term Memory Networks for Earthquake Detection in Venezuelan Regions","authors":"Sergi Mus, Norma Gutiérrez, R. Tous, Beatriz Otero, L. Cruz, David Llácer, L. Alvarado, O. Rojas","doi":"10.1007/978-3-030-37599-7_62","DOIUrl":"https://doi.org/10.1007/978-3-030-37599-7_62","url":null,"abstract":"","PeriodicalId":432112,"journal":{"name":"International Conference on Machine Learning, Optimization, and Data Science","volume":"92 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-09-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132276868","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Analysing the Overfit of the Auto-sklearn Automated Machine Learning Tool Auto-sklearn自动机器学习工具的过拟合分析
International Conference on Machine Learning, Optimization, and Data Science Pub Date : 2019-09-10 DOI: 10.1007/978-3-030-37599-7_42
F. Fabris, A. Freitas
{"title":"Analysing the Overfit of the Auto-sklearn Automated Machine Learning Tool","authors":"F. Fabris, A. Freitas","doi":"10.1007/978-3-030-37599-7_42","DOIUrl":"https://doi.org/10.1007/978-3-030-37599-7_42","url":null,"abstract":"","PeriodicalId":432112,"journal":{"name":"International Conference on Machine Learning, Optimization, and Data Science","volume":"98 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-09-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116179456","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 12
Approximating Probabilistic Constraints for Surgery Scheduling Using Neural Networks 用神经网络逼近手术调度的概率约束
International Conference on Machine Learning, Optimization, and Data Science Pub Date : 2019-09-10 DOI: 10.1007/978-3-030-37599-7_53
T. Runarsson
{"title":"Approximating Probabilistic Constraints for Surgery Scheduling Using Neural Networks","authors":"T. Runarsson","doi":"10.1007/978-3-030-37599-7_53","DOIUrl":"https://doi.org/10.1007/978-3-030-37599-7_53","url":null,"abstract":"","PeriodicalId":432112,"journal":{"name":"International Conference on Machine Learning, Optimization, and Data Science","volume":"2 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-09-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130770982","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
To What Extent Can Text Classification Help with Making Inferences About Students' Understanding 文本分类在多大程度上有助于推断学生的理解
International Conference on Machine Learning, Optimization, and Data Science Pub Date : 2019-09-10 DOI: 10.1007/978-3-030-37599-7_31
A. Beaumont, Twba Al-Shaghdari
{"title":"To What Extent Can Text Classification Help with Making Inferences About Students' Understanding","authors":"A. Beaumont, Twba Al-Shaghdari","doi":"10.1007/978-3-030-37599-7_31","DOIUrl":"https://doi.org/10.1007/978-3-030-37599-7_31","url":null,"abstract":"","PeriodicalId":432112,"journal":{"name":"International Conference on Machine Learning, Optimization, and Data Science","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-09-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129318080","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
The Induction Problem: A Machine Learning Vindication Argument 归纳问题:一个机器学习证明论点
International Conference on Machine Learning, Optimization, and Data Science Pub Date : 2019-09-10 DOI: 10.1007/978-3-030-37599-7_20
Gianluca Bontempi
{"title":"The Induction Problem: A Machine Learning Vindication Argument","authors":"Gianluca Bontempi","doi":"10.1007/978-3-030-37599-7_20","DOIUrl":"https://doi.org/10.1007/978-3-030-37599-7_20","url":null,"abstract":"","PeriodicalId":432112,"journal":{"name":"International Conference on Machine Learning, Optimization, and Data Science","volume":"90 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-09-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126440729","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
The Measure of Regular Relations Recognition Applied to the Supervised Classification Task 正则关系识别方法在监督分类任务中的应用
International Conference on Machine Learning, Optimization, and Data Science Pub Date : 2019-09-10 DOI: 10.1007/978-3-030-37599-7_16
Yu. P. Mikheev
{"title":"The Measure of Regular Relations Recognition Applied to the Supervised Classification Task","authors":"Yu. P. Mikheev","doi":"10.1007/978-3-030-37599-7_16","DOIUrl":"https://doi.org/10.1007/978-3-030-37599-7_16","url":null,"abstract":"","PeriodicalId":432112,"journal":{"name":"International Conference on Machine Learning, Optimization, and Data Science","volume":"256 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-09-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134366792","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A New Baseline for Automated Hyper-Parameter Optimization 自动化超参数优化的新基准
International Conference on Machine Learning, Optimization, and Data Science Pub Date : 2019-09-10 DOI: 10.1007/978-3-030-37599-7_43
Marius Geitle, R. Olsson
{"title":"A New Baseline for Automated Hyper-Parameter Optimization","authors":"Marius Geitle, R. Olsson","doi":"10.1007/978-3-030-37599-7_43","DOIUrl":"https://doi.org/10.1007/978-3-030-37599-7_43","url":null,"abstract":"","PeriodicalId":432112,"journal":{"name":"International Conference on Machine Learning, Optimization, and Data Science","volume":"26 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-09-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116654686","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 4
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