Hossam Faris, Ruba Abukhurma, Waref Almanaseer, Mohammed Saadeh, Antonio M. Mora, Pedro A. Castillo, Ibrahim Aljarah
{"title":"Improving financial bankruptcy prediction in a highly imbalanced class distribution using oversampling and ensemble learning: a case from the Spanish market","authors":"Hossam Faris, Ruba Abukhurma, Waref Almanaseer, Mohammed Saadeh, Antonio M. Mora, Pedro A. Castillo, Ibrahim Aljarah","doi":"10.1007/s13748-019-00197-9","DOIUrl":"https://doi.org/10.1007/s13748-019-00197-9","url":null,"abstract":"","PeriodicalId":46027,"journal":{"name":"Progress in Artificial Intelligence","volume":"9 1","pages":"31 - 53"},"PeriodicalIF":4.2,"publicationDate":"2019-07-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1007/s13748-019-00197-9","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"53375994","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}
{"title":"Forecasting of BTC volatility: comparative study between parametric and nonparametric models","authors":"Rohaifa Khaldi, A. El Afia, R. Chiheb","doi":"10.1007/s13748-019-00196-w","DOIUrl":"https://doi.org/10.1007/s13748-019-00196-w","url":null,"abstract":"","PeriodicalId":46027,"journal":{"name":"Progress in Artificial Intelligence","volume":"8 1","pages":"511 - 523"},"PeriodicalIF":4.2,"publicationDate":"2019-07-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1007/s13748-019-00196-w","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"46178917","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}
M. Boman, Fehmi Ben Abdesslem, E. Forsell, D. Gillblad, Olof Görnerup, N. Isacsson, Magnus Sahlgren, V. Kaldo
{"title":"Learning machines in Internet-delivered psychological treatment","authors":"M. Boman, Fehmi Ben Abdesslem, E. Forsell, D. Gillblad, Olof Görnerup, N. Isacsson, Magnus Sahlgren, V. Kaldo","doi":"10.1007/s13748-019-00192-0","DOIUrl":"https://doi.org/10.1007/s13748-019-00192-0","url":null,"abstract":"","PeriodicalId":46027,"journal":{"name":"Progress in Artificial Intelligence","volume":"8 1","pages":"475 - 485"},"PeriodicalIF":4.2,"publicationDate":"2019-05-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1007/s13748-019-00192-0","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"41721955","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}
{"title":"A framework for evaluation in learning from label proportions","authors":"J. Hernández-González","doi":"10.1007/s13748-019-00187-x","DOIUrl":"https://doi.org/10.1007/s13748-019-00187-x","url":null,"abstract":"","PeriodicalId":46027,"journal":{"name":"Progress in Artificial Intelligence","volume":"8 1","pages":"359 - 373"},"PeriodicalIF":4.2,"publicationDate":"2019-05-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1007/s13748-019-00187-x","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"53375677","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}
Jesús M. Alonso-Abad, Carlos López-Nozal, Jesús M. Maudes-Raedo, Raúl Marticorena-Sánchez
{"title":"Label prediction on issue tracking systems using text mining","authors":"Jesús M. Alonso-Abad, Carlos López-Nozal, Jesús M. Maudes-Raedo, Raúl Marticorena-Sánchez","doi":"10.1007/s13748-019-00182-2","DOIUrl":"https://doi.org/10.1007/s13748-019-00182-2","url":null,"abstract":"","PeriodicalId":46027,"journal":{"name":"Progress in Artificial Intelligence","volume":"131 1","pages":"325 - 342"},"PeriodicalIF":4.2,"publicationDate":"2019-03-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1007/s13748-019-00182-2","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"53375543","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}
{"title":"Advanced visualization of Twitter data for its analysis as a communication channel in traditional companies","authors":"Carmen Zarco, Elena Santos, O. Cordón","doi":"10.1007/s13748-019-00181-3","DOIUrl":"https://doi.org/10.1007/s13748-019-00181-3","url":null,"abstract":"","PeriodicalId":46027,"journal":{"name":"Progress in Artificial Intelligence","volume":"8 1","pages":"307 - 323"},"PeriodicalIF":4.2,"publicationDate":"2019-03-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1007/s13748-019-00181-3","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"53375292","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}
{"title":"Early anticipation of driver’s maneuver in semiautonomous vehicles using deep learning","authors":"Shilpa Gite, Himanshu Agrawal, K. Kotecha","doi":"10.1007/s13748-019-00177-z","DOIUrl":"https://doi.org/10.1007/s13748-019-00177-z","url":null,"abstract":"","PeriodicalId":46027,"journal":{"name":"Progress in Artificial Intelligence","volume":"8 1","pages":"293 - 305"},"PeriodicalIF":4.2,"publicationDate":"2019-03-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1007/s13748-019-00177-z","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"49403490","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}