Advances in computational intelligence最新文献

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Collaborator recommendation integrating author’s cooperation strength and research interests on attributed graph 基于作者合作实力和研究兴趣的属性图合作者推荐
Advances in computational intelligence Pub Date : 2021-05-31 DOI: 10.1007/s43674-021-00002-y
Donglin Hu, Huifang Ma
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引用次数: 2
Personalized recommendation: an enhanced hybrid collaborative filtering 个性化推荐:一种增强的混合协同过滤
Advances in computational intelligence Pub Date : 2021-05-22 DOI: 10.1007/s43674-021-00001-z
Parivash Pirasteh, Mohamed-Rafik Bouguelia, K. C. Santosh
{"title":"Personalized recommendation: an enhanced hybrid collaborative filtering","authors":"Parivash Pirasteh,&nbsp;Mohamed-Rafik Bouguelia,&nbsp;K. C. Santosh","doi":"10.1007/s43674-021-00001-z","DOIUrl":"10.1007/s43674-021-00001-z","url":null,"abstract":"<div><p>Commonly used similarity-based algorithms in memory-based collaborative filtering may provide unreliable and misleading results. In a cold start situation, users may find the most similar neighbors by relying on an insufficient number of ratings, resulting in low-quality recommendations. Such poor recommendations can also result from similarity metrics as they are incapable of capturing similarities among uncommon items. For example, when identical items between two users are popular items, and both users rated them with high scores, their different preferences toward other items are hidden from similarity metrics. In this paper, we propose a method that estimates the final ratings based on a combination of multiple ratings supplied by various similarity measures. Our experiments show that this combination benefits from the diversity within similarities and offers high-quality personalized suggestions to the target user.</p></div>","PeriodicalId":72089,"journal":{"name":"Advances in computational intelligence","volume":"1 4","pages":""},"PeriodicalIF":0.0,"publicationDate":"2021-05-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1007/s43674-021-00001-z","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"50505836","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: 8
Correction to: Advances in Computational Intelligence 更正:计算智能的进展
Advances in computational intelligence Pub Date : 2021-01-01 DOI: 10.1007/978-3-030-85099-9_36
I. Rojas, G. Joya, Andreu Català
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引用次数: 0
Advances in Computational Intelligence: 16th International Work-Conference on Artificial Neural Networks, IWANN 2021, Virtual Event, June 16–18, 2021, Proceedings, Part II 计算智能的进展:第16届国际人工神经网络工作会议,IWANN 2021,虚拟事件,2021年6月16-18日,会议录,第二部分
Advances in computational intelligence Pub Date : 2021-01-01 DOI: 10.1007/978-3-030-85099-9
{"title":"Advances in Computational Intelligence: 16th International Work-Conference on Artificial Neural Networks, IWANN 2021, Virtual Event, June 16–18, 2021, Proceedings, Part II","authors":"","doi":"10.1007/978-3-030-85099-9","DOIUrl":"https://doi.org/10.1007/978-3-030-85099-9","url":null,"abstract":"","PeriodicalId":72089,"journal":{"name":"Advances in computational intelligence","volume":"1 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2021-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"82786885","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
Advances in Computational Intelligence: 16th International Work-Conference on Artificial Neural Networks, IWANN 2021, Virtual Event, June 16–18, 2021, Proceedings, Part I 计算智能的进展:第16届国际人工神经网络工作会议,IWANN 2021,虚拟事件,2021年6月16-18日,会议录,第一部分
Advances in computational intelligence Pub Date : 2021-01-01 DOI: 10.1007/978-3-030-85030-2
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引用次数: 0
Advances in Computational Intelligence: 20th Mexican International Conference on Artificial Intelligence, MICAI 2021, Mexico City, Mexico, October 25–30, 2021, Proceedings, Part I 计算智能进展:第20届墨西哥国际人工智能会议,MICAI 2021,墨西哥城,墨西哥,2021年10月25日至30日,会议录,第一部分
Advances in computational intelligence Pub Date : 2021-01-01 DOI: 10.1007/978-3-030-89817-5
{"title":"Advances in Computational Intelligence: 20th Mexican International Conference on Artificial Intelligence, MICAI 2021, Mexico City, Mexico, October 25–30, 2021, Proceedings, Part I","authors":"","doi":"10.1007/978-3-030-89817-5","DOIUrl":"https://doi.org/10.1007/978-3-030-89817-5","url":null,"abstract":"","PeriodicalId":72089,"journal":{"name":"Advances in computational intelligence","volume":"27 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2021-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"74225341","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
Sparse Least Squares Support Vector Machines Based on Genetic Algorithms: A Feature Selection Approach 基于遗传算法的稀疏最小二乘支持向量机:一种特征选择方法
Advances in computational intelligence Pub Date : 2019-01-01 DOI: 10.1007/978-3-030-20518-8_42
Pedro Hericson Machado Araújo, A. R. Rocha Neto
{"title":"Sparse Least Squares Support Vector Machines Based on Genetic Algorithms: A Feature Selection Approach","authors":"Pedro Hericson Machado Araújo, A. R. Rocha Neto","doi":"10.1007/978-3-030-20518-8_42","DOIUrl":"https://doi.org/10.1007/978-3-030-20518-8_42","url":null,"abstract":"","PeriodicalId":72089,"journal":{"name":"Advances in computational intelligence","volume":"68 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2019-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"78817714","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: 1
A First Approximation to the Effects of Classical Time Series Preprocessing Methods on LSTM Accuracy 经典时间序列预处理方法对LSTM精度影响的初步逼近
Advances in computational intelligence Pub Date : 2019-01-01 DOI: 10.1007/978-3-030-20521-8_23
Daniel Trujillo Viedma, Antonio Jesús Rivera Rivas, Francisco Charte Ojeda, María José del Jesus Díaz
{"title":"A First Approximation to the Effects of Classical Time Series Preprocessing Methods on LSTM Accuracy","authors":"Daniel Trujillo Viedma, Antonio Jesús Rivera Rivas, Francisco Charte Ojeda, María José del Jesus Díaz","doi":"10.1007/978-3-030-20521-8_23","DOIUrl":"https://doi.org/10.1007/978-3-030-20521-8_23","url":null,"abstract":"","PeriodicalId":72089,"journal":{"name":"Advances in computational intelligence","volume":"123 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2019-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"79487577","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
Modeling Detection of HIV in Cuba 古巴艾滋病病毒检测模型
Advances in computational intelligence Pub Date : 2011-06-08 DOI: 10.1007/978-3-642-21498-1_66
H. Arazoza, R. Lounes, A. S. Pérez, Jorge Barrios, Y. Hsieh
{"title":"Modeling Detection of HIV in Cuba","authors":"H. Arazoza, R. Lounes, A. S. Pérez, Jorge Barrios, Y. Hsieh","doi":"10.1007/978-3-642-21498-1_66","DOIUrl":"https://doi.org/10.1007/978-3-642-21498-1_66","url":null,"abstract":"","PeriodicalId":72089,"journal":{"name":"Advances in computational intelligence","volume":"94 1","pages":"524 - 531"},"PeriodicalIF":0.0,"publicationDate":"2011-06-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"80657467","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: 3
Advances in Computational Intelligence: 19th Mexican International Conference on Artificial Intelligence, MICAI 2020, Mexico City, Mexico, October 12–17, 2020, Proceedings, Part II 计算智能进展:第19届墨西哥国际人工智能会议,MICAI 2020,墨西哥城,墨西哥,2020年10月12日至17日,会议录,第二部分
Advances in computational intelligence Pub Date : 1900-01-01 DOI: 10.1007/978-3-030-60887-3
Lourdes Martínez-Villaseñor, Oscar Herrera-Alcántara, Hiram Ponce, Félix A. Castro-Espinoza
{"title":"Advances in Computational Intelligence: 19th Mexican International Conference on Artificial Intelligence, MICAI 2020, Mexico City, Mexico, October 12–17, 2020, Proceedings, Part II","authors":"Lourdes Martínez-Villaseñor, Oscar Herrera-Alcántara, Hiram Ponce, Félix A. Castro-Espinoza","doi":"10.1007/978-3-030-60887-3","DOIUrl":"https://doi.org/10.1007/978-3-030-60887-3","url":null,"abstract":"","PeriodicalId":72089,"journal":{"name":"Advances in computational intelligence","volume":"6 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"89707438","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
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