Pub Date : 2022-12-17DOI: 10.1007/s13748-022-00294-2
Luis Alfonso Pérez Martos, Á. M. García-Vico, P. González, C. J. Carmona
{"title":"Clustering: an R library to facilitate the analysis and comparison of cluster algorithms","authors":"Luis Alfonso Pérez Martos, Á. M. García-Vico, P. González, C. J. Carmona","doi":"10.1007/s13748-022-00294-2","DOIUrl":"https://doi.org/10.1007/s13748-022-00294-2","url":null,"abstract":"","PeriodicalId":46027,"journal":{"name":"Progress in Artificial Intelligence","volume":"12 1","pages":"33 - 44"},"PeriodicalIF":4.2,"publicationDate":"2022-12-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"41498048","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 : 2022-10-10DOI: 10.1007/s13748-022-00293-3
Mona Solgi, V. Seydi
{"title":"Improving graph prototypical network using active learning","authors":"Mona Solgi, V. Seydi","doi":"10.1007/s13748-022-00293-3","DOIUrl":"https://doi.org/10.1007/s13748-022-00293-3","url":null,"abstract":"","PeriodicalId":46027,"journal":{"name":"Progress in Artificial Intelligence","volume":"11 1","pages":"411 - 423"},"PeriodicalIF":4.2,"publicationDate":"2022-10-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"41768804","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 : 2022-09-25DOI: 10.1007/s13748-022-00291-5
Hanae Errousso, El Arbi Abdellaoui Alaoui, S. Benhadou, H. Medromi
{"title":"Exploring how independent variables influence parking occupancy prediction: toward a model results explanation with SHAP values","authors":"Hanae Errousso, El Arbi Abdellaoui Alaoui, S. Benhadou, H. Medromi","doi":"10.1007/s13748-022-00291-5","DOIUrl":"https://doi.org/10.1007/s13748-022-00291-5","url":null,"abstract":"","PeriodicalId":46027,"journal":{"name":"Progress in Artificial Intelligence","volume":"11 1","pages":"367 - 396"},"PeriodicalIF":4.2,"publicationDate":"2022-09-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"44542758","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 : 2022-09-20DOI: 10.1007/s13748-022-00292-4
Abdelali Elmoufidi, Ayoub Skouta, Said Jai-Andaloussi, O. Ouchetto
{"title":"Deep multiple instance learning for automatic glaucoma prevention and auto-annotation using color fundus photography","authors":"Abdelali Elmoufidi, Ayoub Skouta, Said Jai-Andaloussi, O. Ouchetto","doi":"10.1007/s13748-022-00292-4","DOIUrl":"https://doi.org/10.1007/s13748-022-00292-4","url":null,"abstract":"","PeriodicalId":46027,"journal":{"name":"Progress in Artificial Intelligence","volume":"11 1","pages":"397 - 409"},"PeriodicalIF":4.2,"publicationDate":"2022-09-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"41725308","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 : 2022-09-06DOI: 10.1007/s13748-022-00290-6
A. Mumuni, F. Mumuni
{"title":"Robust appearance modeling for object detection and tracking: a survey of deep learning approaches","authors":"A. Mumuni, F. Mumuni","doi":"10.1007/s13748-022-00290-6","DOIUrl":"https://doi.org/10.1007/s13748-022-00290-6","url":null,"abstract":"","PeriodicalId":46027,"journal":{"name":"Progress in Artificial Intelligence","volume":"11 1","pages":"279 - 313"},"PeriodicalIF":4.2,"publicationDate":"2022-09-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"49421657","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 : 2022-08-16DOI: 10.1007/s13748-022-00288-0
Ardeshir Mansouri, M. Noei, M. Saniee Abadeh
{"title":"A hybrid machine learning approach for early mortality prediction of ICU patients","authors":"Ardeshir Mansouri, M. Noei, M. Saniee Abadeh","doi":"10.1007/s13748-022-00288-0","DOIUrl":"https://doi.org/10.1007/s13748-022-00288-0","url":null,"abstract":"","PeriodicalId":46027,"journal":{"name":"Progress in Artificial Intelligence","volume":"11 1","pages":"333 - 347"},"PeriodicalIF":4.2,"publicationDate":"2022-08-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"42119737","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 : 2022-08-05DOI: 10.1007/s13748-022-00287-1
M. Naik, A. L. Albuquerque
{"title":"Hybrid optimization search-based ensemble model for portfolio optimization and return prediction in business investment","authors":"M. Naik, A. L. Albuquerque","doi":"10.1007/s13748-022-00287-1","DOIUrl":"https://doi.org/10.1007/s13748-022-00287-1","url":null,"abstract":"","PeriodicalId":46027,"journal":{"name":"Progress in Artificial Intelligence","volume":"11 1","pages":"315 - 331"},"PeriodicalIF":4.2,"publicationDate":"2022-08-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"42595430","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 : 2022-07-09DOI: 10.1007/s13748-023-00301-0
L. Utkin, A. Konstantinov, Stanislav R. Kirpichenko
{"title":"Attention and self-attention in random forests","authors":"L. Utkin, A. Konstantinov, Stanislav R. Kirpichenko","doi":"10.1007/s13748-023-00301-0","DOIUrl":"https://doi.org/10.1007/s13748-023-00301-0","url":null,"abstract":"","PeriodicalId":46027,"journal":{"name":"Progress in Artificial Intelligence","volume":"12 1","pages":"257 - 273"},"PeriodicalIF":4.2,"publicationDate":"2022-07-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"43898413","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}
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