{"title":"The impact of audio effects processing on the perception of hardness of Bass Drum","authors":"Yu Wang, Jie Wu, Hanfu He, Shuai Wang","doi":"10.1049/ccs2.12060","DOIUrl":"https://doi.org/10.1049/ccs2.12060","url":null,"abstract":"","PeriodicalId":187152,"journal":{"name":"Cogn. Comput. Syst.","volume":"9 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-06-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121479699","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 database for aesthetic classification of Chinese traditional music","authors":"Lingyun Xie, Yan Gao","doi":"10.1049/ccs2.12064","DOIUrl":"https://doi.org/10.1049/ccs2.12064","url":null,"abstract":"","PeriodicalId":187152,"journal":{"name":"Cogn. Comput. Syst.","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-06-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128233716","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":"Performance enhancement of grid-connected photovoltaic systems using Ant Lion optimisation and Genetic Algorithm-based optimisation techniques","authors":"P. Negi, Yash Pal, G. Dayalin Leena","doi":"10.1049/ccs2.12058","DOIUrl":"https://doi.org/10.1049/ccs2.12058","url":null,"abstract":"","PeriodicalId":187152,"journal":{"name":"Cogn. Comput. Syst.","volume":"37 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-03-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122842884","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}
Jing G. Bai, Quan-bo Ge, Hong Li, Jian M. Xiao, Yuanquan Wang
{"title":"Aircraft trajectory filtering method based on Gaussian-sum and maximum correntropy square-root cubature Kalman filter","authors":"Jing G. Bai, Quan-bo Ge, Hong Li, Jian M. Xiao, Yuanquan Wang","doi":"10.1049/ccs2.12049","DOIUrl":"https://doi.org/10.1049/ccs2.12049","url":null,"abstract":"","PeriodicalId":187152,"journal":{"name":"Cogn. Comput. Syst.","volume":"31 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-03-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127225618","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":"Multi-UAV active target search based on perceptual adaptation in marine environment","authors":"Xiang Li, He Wang, Xingfa Shen","doi":"10.1049/ccs2.12050","DOIUrl":"https://doi.org/10.1049/ccs2.12050","url":null,"abstract":"","PeriodicalId":187152,"journal":{"name":"Cogn. Comput. Syst.","volume":"8 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-03-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127038143","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 Fitts' law evaluation and comparison for human and manipulator on touch task","authors":"Xinwei Guo","doi":"10.1049/ccs2.12057","DOIUrl":"https://doi.org/10.1049/ccs2.12057","url":null,"abstract":"","PeriodicalId":187152,"journal":{"name":"Cogn. Comput. Syst.","volume":"50 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-03-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130741547","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":"Economic decision-making systems in critical times: The case of 'Bolsa Familia' in Brazil","authors":"A. Pereira, J. Moroni","doi":"10.1049/ccs2.12056","DOIUrl":"https://doi.org/10.1049/ccs2.12056","url":null,"abstract":"","PeriodicalId":187152,"journal":{"name":"Cogn. Comput. Syst.","volume":"28 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-03-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128076128","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}
Baixi Xing, Hanfei Cao, Lei Shi, Huahao Si, Lina Zhao
{"title":"AI-driven user aesthetics preference prediction for UI layouts via deep convolutional neural networks","authors":"Baixi Xing, Hanfei Cao, Lei Shi, Huahao Si, Lina Zhao","doi":"10.1049/ccs2.12055","DOIUrl":"https://doi.org/10.1049/ccs2.12055","url":null,"abstract":"Leveraging the power of computational methods, AI can perform effective strategies in intelligent design. Researchers are pushing the boundaries of AI, developing computational systems to solve complex questions. The authors investigate the association of user preference for UI and deep image features, aiming to predict user preference level using deep convolutional neural networks (DCNNs) trained on a UI design image dataset. A total of 12,186 UI design images were collected from UI.cn and DOOOOR.com. Users' views and likes can help understand the implicit user preference level, which is set as the ground ‐ truth annotation for the dataset. Six DCNNs, including VGG ‐ 19, InceptionNet ‐ V3, MobileNet, EfficientNet, ResNet ‐ 50 and NASNetLarge were trained to learn the user preference of UI images. The experiment achieves an optimal result with a mean ‐ squared error of 0.000214 and a mean absolute error of 0.0103 based on Effi-cientNet, which indicates that the proposed method provides the possibility in learning the pattern of user aesthetics preference for UI design. On the basis of the prediction model, a mobile application named ‘HotUI’ was developed for UI design recommendations.","PeriodicalId":187152,"journal":{"name":"Cogn. Comput. Syst.","volume":"25 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114705862","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}