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Deep Learning Algorithms for Complex Pattern Recognition in Ultrasonic Sensors Arrays 超声传感器阵列中复杂模式识别的深度学习算法
International Conference on Machine Learning, Optimization, and Data Science Pub Date : 2019-09-10 DOI: 10.1007/978-3-030-37599-7_3
Vittorio Mazzia, A. Tartaglia, M. Chiaberge, D. Gandini
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引用次数: 2
Quantitative and Ontology-Based Comparison of Explanations for Image Classification 基于本体和定量的图像分类解释比较
International Conference on Machine Learning, Optimization, and Data Science Pub Date : 2019-09-10 DOI: 10.1007/978-3-030-37599-7_6
Valentina Ghidini, A. Perotti, R. Schifanella
{"title":"Quantitative and Ontology-Based Comparison of Explanations for Image Classification","authors":"Valentina Ghidini, A. Perotti, R. Schifanella","doi":"10.1007/978-3-030-37599-7_6","DOIUrl":"https://doi.org/10.1007/978-3-030-37599-7_6","url":null,"abstract":"","PeriodicalId":432112,"journal":{"name":"International Conference on Machine Learning, Optimization, and Data Science","volume":"63 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":"126620531","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
Simple and Accurate Classification Method Based on Class Association Rules Performs Well on Well-Known Datasets 基于类关联规则的简单准确分类方法在已知数据集上表现良好
International Conference on Machine Learning, Optimization, and Data Science Pub Date : 2019-09-10 DOI: 10.1007/978-3-030-37599-7_17
J. Mattiev, Branko Kavšek
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引用次数: 6
About Generative Aspects of Variational Autoencoders 关于变分自编码器的生成方面
International Conference on Machine Learning, Optimization, and Data Science Pub Date : 2019-09-10 DOI: 10.1007/978-3-030-37599-7_7
A. Asperti
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引用次数: 4
Effect of Market Spread Over Reinforcement Learning Based Market Maker 基于强化学习的做市商对市场扩展的影响
International Conference on Machine Learning, Optimization, and Data Science Pub Date : 2019-09-10 DOI: 10.1007/978-3-030-37599-7_13
Abbas Haider, Hui Wang, B. Scotney, G. Hawe
{"title":"Effect of Market Spread Over Reinforcement Learning Based Market Maker","authors":"Abbas Haider, Hui Wang, B. Scotney, G. Hawe","doi":"10.1007/978-3-030-37599-7_13","DOIUrl":"https://doi.org/10.1007/978-3-030-37599-7_13","url":null,"abstract":"","PeriodicalId":432112,"journal":{"name":"International Conference on Machine Learning, Optimization, and Data Science","volume":"48 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":"123799041","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
Network Alignment Using Graphlet Signature and High Order Proximity 基于Graphlet签名和高阶邻近的网络对齐
International Conference on Machine Learning, Optimization, and Data Science Pub Date : 2019-09-10 DOI: 10.1007/978-3-030-37599-7_12
Aljohara Almulhim, Vachik S. Dave, M. Hasan
{"title":"Network Alignment Using Graphlet Signature and High Order Proximity","authors":"Aljohara Almulhim, Vachik S. Dave, M. Hasan","doi":"10.1007/978-3-030-37599-7_12","DOIUrl":"https://doi.org/10.1007/978-3-030-37599-7_12","url":null,"abstract":"","PeriodicalId":432112,"journal":{"name":"International Conference on Machine Learning, Optimization, and Data Science","volume":"8 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":"123910413","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: 2
A Chained Neural Network Model for Photovoltaic Power Forecast 光伏发电功率预测的链式神经网络模型
International Conference on Machine Learning, Optimization, and Data Science Pub Date : 2019-09-10 DOI: 10.1007/978-3-030-37599-7_47
Carola Gajek, Alexander Schiendorfer, W. Reif
{"title":"A Chained Neural Network Model for Photovoltaic Power Forecast","authors":"Carola Gajek, Alexander Schiendorfer, W. Reif","doi":"10.1007/978-3-030-37599-7_47","DOIUrl":"https://doi.org/10.1007/978-3-030-37599-7_47","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":"124020790","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
Multi-task Learning by Pareto Optimality 帕累托最优的多任务学习
International Conference on Machine Learning, Optimization, and Data Science Pub Date : 2019-09-10 DOI: 10.1007/978-3-030-37599-7_50
D. Dyankov, Salvatore Danilo Riccio, G. D. Fatta, Giuseppe Nicosia
{"title":"Multi-task Learning by Pareto Optimality","authors":"D. Dyankov, Salvatore Danilo Riccio, G. D. Fatta, Giuseppe Nicosia","doi":"10.1007/978-3-030-37599-7_50","DOIUrl":"https://doi.org/10.1007/978-3-030-37599-7_50","url":null,"abstract":"","PeriodicalId":432112,"journal":{"name":"International Conference on Machine Learning, Optimization, and Data Science","volume":"25 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":"117316466","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: 2
Treating Artificial Neural Net Training as a Nonsmooth Global Optimization Problem 将人工神经网络训练视为非光滑全局优化问题
International Conference on Machine Learning, Optimization, and Data Science Pub Date : 2019-09-10 DOI: 10.1007/978-3-030-37599-7_64
A. Griewank, Angel Rojas
{"title":"Treating Artificial Neural Net Training as a Nonsmooth Global Optimization Problem","authors":"A. Griewank, Angel Rojas","doi":"10.1007/978-3-030-37599-7_64","DOIUrl":"https://doi.org/10.1007/978-3-030-37599-7_64","url":null,"abstract":"","PeriodicalId":432112,"journal":{"name":"International Conference on Machine Learning, Optimization, and Data Science","volume":"16 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":"122516478","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: 5
Trading-off Data Fit and Complexity in Training Gaussian Processes with Multiple Kernels 多核高斯过程训练中数据拟合与复杂度的权衡
International Conference on Machine Learning, Optimization, and Data Science Pub Date : 2019-09-10 DOI: 10.1007/978-3-030-37599-7_48
Tinkle Chugh, A. Rahat, P. S. Palar
{"title":"Trading-off Data Fit and Complexity in Training Gaussian Processes with Multiple Kernels","authors":"Tinkle Chugh, A. Rahat, P. S. Palar","doi":"10.1007/978-3-030-37599-7_48","DOIUrl":"https://doi.org/10.1007/978-3-030-37599-7_48","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":"130082502","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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