Pub Date : 2019-09-10DOI: 10.1007/978-3-030-37599-7_3
Vittorio Mazzia, A. Tartaglia, M. Chiaberge, D. Gandini
{"title":"Deep Learning Algorithms for Complex Pattern Recognition in Ultrasonic Sensors Arrays","authors":"Vittorio Mazzia, A. Tartaglia, M. Chiaberge, D. Gandini","doi":"10.1007/978-3-030-37599-7_3","DOIUrl":"https://doi.org/10.1007/978-3-030-37599-7_3","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":"123692003","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}
Pub Date : 2019-09-10DOI: 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}
Pub Date : 2019-09-10DOI: 10.1007/978-3-030-37599-7_17
J. Mattiev, Branko Kavšek
{"title":"Simple and Accurate Classification Method Based on Class Association Rules Performs Well on Well-Known Datasets","authors":"J. Mattiev, Branko Kavšek","doi":"10.1007/978-3-030-37599-7_17","DOIUrl":"https://doi.org/10.1007/978-3-030-37599-7_17","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":"122954819","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}
Pub Date : 2019-09-10DOI: 10.1007/978-3-030-37599-7_7
A. Asperti
{"title":"About Generative Aspects of Variational Autoencoders","authors":"A. Asperti","doi":"10.1007/978-3-030-37599-7_7","DOIUrl":"https://doi.org/10.1007/978-3-030-37599-7_7","url":null,"abstract":"","PeriodicalId":432112,"journal":{"name":"International Conference on Machine Learning, Optimization, and Data Science","volume":"66 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":"116910680","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}
Pub Date : 2019-09-10DOI: 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}
Pub Date : 2019-09-10DOI: 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}
Pub Date : 2019-09-10DOI: 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}
Pub Date : 2019-09-10DOI: 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}
Pub Date : 2019-09-10DOI: 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}
Pub Date : 2019-09-10DOI: 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}