Pub Date : 2023-06-30DOI: 10.1007/s10844-023-00803-2
Kani Fu, Guiyang Zheng, Wei Xie
{"title":"Customer churn prediction for a webcast platform via a voting-based ensemble learning model with Nelder-Mead optimizer","authors":"Kani Fu, Guiyang Zheng, Wei Xie","doi":"10.1007/s10844-023-00803-2","DOIUrl":"https://doi.org/10.1007/s10844-023-00803-2","url":null,"abstract":"","PeriodicalId":56119,"journal":{"name":"Journal of Intelligent Information Systems","volume":"180 1","pages":""},"PeriodicalIF":3.4,"publicationDate":"2023-06-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"80159001","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2023-06-29DOI: 10.1007/s10844-023-00786-0
Jing Xu, Mingxin Gan, Xiongtao Zhang
{"title":"MMusic: a hierarchical multi-information fusion method for deep music recommendation","authors":"Jing Xu, Mingxin Gan, Xiongtao Zhang","doi":"10.1007/s10844-023-00786-0","DOIUrl":"https://doi.org/10.1007/s10844-023-00786-0","url":null,"abstract":"","PeriodicalId":56119,"journal":{"name":"Journal of Intelligent Information Systems","volume":"22 1","pages":""},"PeriodicalIF":3.4,"publicationDate":"2023-06-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"85387073","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2023-06-28DOI: 10.1007/s10844-023-00792-2
Fabrizio Lo Scudo, E. Ritacco, Luciano Caroprese, G. Manco
{"title":"Audio-based anomaly detection on edge devices via self-supervision and spectral analysis","authors":"Fabrizio Lo Scudo, E. Ritacco, Luciano Caroprese, G. Manco","doi":"10.1007/s10844-023-00792-2","DOIUrl":"https://doi.org/10.1007/s10844-023-00792-2","url":null,"abstract":"","PeriodicalId":56119,"journal":{"name":"Journal of Intelligent Information Systems","volume":"52 1","pages":""},"PeriodicalIF":3.4,"publicationDate":"2023-06-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"73653795","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2023-06-20DOI: 10.1007/s10844-023-00796-y
Tiroshan Madushanka, R. Ichise
{"title":"TuckerDNCaching: high-quality negative sampling with tucker decomposition","authors":"Tiroshan Madushanka, R. Ichise","doi":"10.1007/s10844-023-00796-y","DOIUrl":"https://doi.org/10.1007/s10844-023-00796-y","url":null,"abstract":"","PeriodicalId":56119,"journal":{"name":"Journal of Intelligent Information Systems","volume":"22 1","pages":""},"PeriodicalIF":3.4,"publicationDate":"2023-06-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"74710233","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2023-06-16DOI: 10.1007/s10844-023-00795-z
Yu Li, T. Furukawa
{"title":"Information gain based dynamic support set construction for cold-start recommendation","authors":"Yu Li, T. Furukawa","doi":"10.1007/s10844-023-00795-z","DOIUrl":"https://doi.org/10.1007/s10844-023-00795-z","url":null,"abstract":"","PeriodicalId":56119,"journal":{"name":"Journal of Intelligent Information Systems","volume":"6 1","pages":""},"PeriodicalIF":3.4,"publicationDate":"2023-06-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"89870307","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2023-06-05DOI: 10.1007/s10844-023-00781-5
Alberto Nogales, Fernando Gallardo, Miguel Pajares, Javier Martinez Gamez, José Moreno, Á. García-Tejedor
{"title":"A semiautomatic method for obtaining a predictive deep learning model and a rule-based system for abdominal aortic aneurysms","authors":"Alberto Nogales, Fernando Gallardo, Miguel Pajares, Javier Martinez Gamez, José Moreno, Á. García-Tejedor","doi":"10.1007/s10844-023-00781-5","DOIUrl":"https://doi.org/10.1007/s10844-023-00781-5","url":null,"abstract":"","PeriodicalId":56119,"journal":{"name":"Journal of Intelligent Information Systems","volume":"23 1","pages":""},"PeriodicalIF":3.4,"publicationDate":"2023-06-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"82706706","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2023-05-16DOI: 10.1007/s10844-023-00793-1
N. A. A. Khleel, K. Nehéz
{"title":"A novel approach for software defect prediction using CNN and GRU based on SMOTE Tomek method","authors":"N. A. A. Khleel, K. Nehéz","doi":"10.1007/s10844-023-00793-1","DOIUrl":"https://doi.org/10.1007/s10844-023-00793-1","url":null,"abstract":"","PeriodicalId":56119,"journal":{"name":"Journal of Intelligent Information Systems","volume":"131 1","pages":"1-35"},"PeriodicalIF":3.4,"publicationDate":"2023-05-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"72388850","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2023-05-02DOI: 10.1007/s10844-023-00791-3
Yong Kuan Shyang, Jasy Suet Yan Liew
{"title":"The more \"similar\" the happier: Augmenting text using similarity scoring with neural embeddings for happiness classification","authors":"Yong Kuan Shyang, Jasy Suet Yan Liew","doi":"10.1007/s10844-023-00791-3","DOIUrl":"https://doi.org/10.1007/s10844-023-00791-3","url":null,"abstract":"","PeriodicalId":56119,"journal":{"name":"Journal of Intelligent Information Systems","volume":"124 1","pages":"1-23"},"PeriodicalIF":3.4,"publicationDate":"2023-05-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"87346654","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
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