Pub Date : 1900-01-01DOI: 10.18178/wcse.2020.06.039
{"title":"Collaborative Filtering Recommendation Algorithm Based on User Evaluation and Potential Semantic Analysis","authors":"","doi":"10.18178/wcse.2020.06.039","DOIUrl":"https://doi.org/10.18178/wcse.2020.06.039","url":null,"abstract":"","PeriodicalId":292895,"journal":{"name":"Proceedings of 2020 the 10th International Workshop on Computer Science and Engineering","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132397516","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 : 1900-01-01DOI: 10.18178/wcse.2020.06.052
{"title":"Measure the Non-standard Port of Popular Protocols","authors":"","doi":"10.18178/wcse.2020.06.052","DOIUrl":"https://doi.org/10.18178/wcse.2020.06.052","url":null,"abstract":"","PeriodicalId":292895,"journal":{"name":"Proceedings of 2020 the 10th International Workshop on Computer Science and Engineering","volume":"8 2 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124784113","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 : 1900-01-01DOI: 10.18178/wcse.2020.02.017
{"title":"Projected Iterative MVDR Beamforming for Null Broadening and First Sidelobe Suppression in the Presence of DOA Mismatch","authors":"","doi":"10.18178/wcse.2020.02.017","DOIUrl":"https://doi.org/10.18178/wcse.2020.02.017","url":null,"abstract":"","PeriodicalId":292895,"journal":{"name":"Proceedings of 2020 the 10th International Workshop on Computer Science and Engineering","volume":"77 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122831238","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 : 1900-01-01DOI: 10.18178/wcse.2020.06.024
{"title":"Leukocyte Detection in Blood Smear Image Based on Improved YOLOv3","authors":"","doi":"10.18178/wcse.2020.06.024","DOIUrl":"https://doi.org/10.18178/wcse.2020.06.024","url":null,"abstract":"","PeriodicalId":292895,"journal":{"name":"Proceedings of 2020 the 10th International Workshop on Computer Science and Engineering","volume":"19 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116687898","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 : 1900-01-01DOI: 10.18178/wcse.2020.06.007
Di Zang, Yiqing Yan, Jun Chen, Yang Li
. At present, fine-grained classification has attracted extensive attention. The task of fine-grained classification is difficult due to the challenge of accurately locating the key regions with resolution and extracting valid features from the detected key regions for classification. In this paper, we propose a new convolutional neural network (Multi-channel ResNet). Multi-channel ResNet uses Mask R-CNN for foreground extraction to reduce the interference of image background on fine-grained classification results. In addition, the four-channel ResNet module is used to learn fine-grained features at multiple scales, and Gaussian blur processing and crop processing are used to learn details and contours, all and local features, so as to improve the accuracy of fine-grained classification. The model does not require bounding box/part annotations. We experiment with the CUB_200_2011 dataset, and the results show that Multi-channel ResNet has an improvement in fine-grained classification tasks on the baseline of no pre-trained ResNet-18. We shows
{"title":"Fine-grained Classification Using Multi-channel ResNet","authors":"Di Zang, Yiqing Yan, Jun Chen, Yang Li","doi":"10.18178/wcse.2020.06.007","DOIUrl":"https://doi.org/10.18178/wcse.2020.06.007","url":null,"abstract":". At present, fine-grained classification has attracted extensive attention. The task of fine-grained classification is difficult due to the challenge of accurately locating the key regions with resolution and extracting valid features from the detected key regions for classification. In this paper, we propose a new convolutional neural network (Multi-channel ResNet). Multi-channel ResNet uses Mask R-CNN for foreground extraction to reduce the interference of image background on fine-grained classification results. In addition, the four-channel ResNet module is used to learn fine-grained features at multiple scales, and Gaussian blur processing and crop processing are used to learn details and contours, all and local features, so as to improve the accuracy of fine-grained classification. The model does not require bounding box/part annotations. We experiment with the CUB_200_2011 dataset, and the results show that Multi-channel ResNet has an improvement in fine-grained classification tasks on the baseline of no pre-trained ResNet-18. We shows","PeriodicalId":292895,"journal":{"name":"Proceedings of 2020 the 10th International Workshop on Computer Science and Engineering","volume":"61 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126141525","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 : 1900-01-01DOI: 10.18178/wcse.2020.02.024
{"title":"Ensemble Learning Method for Enhancing Healthcare Classification","authors":"","doi":"10.18178/wcse.2020.02.024","DOIUrl":"https://doi.org/10.18178/wcse.2020.02.024","url":null,"abstract":"","PeriodicalId":292895,"journal":{"name":"Proceedings of 2020 the 10th International Workshop on Computer Science and Engineering","volume":"243 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127538101","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 : 1900-01-01DOI: 10.18178/wcse.2020.06.066
{"title":"The Reliability Evaluation Method of Software and Hardware Integrated Systems Based on Belief Reliability","authors":"","doi":"10.18178/wcse.2020.06.066","DOIUrl":"https://doi.org/10.18178/wcse.2020.06.066","url":null,"abstract":"","PeriodicalId":292895,"journal":{"name":"Proceedings of 2020 the 10th International Workshop on Computer Science and Engineering","volume":"7 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128714064","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 : 1900-01-01DOI: 10.18178/wcse.2020.06.060
{"title":"Short-term Load Forecasting Based on Wavelet Decomposition and XGBoost","authors":"","doi":"10.18178/wcse.2020.06.060","DOIUrl":"https://doi.org/10.18178/wcse.2020.06.060","url":null,"abstract":"","PeriodicalId":292895,"journal":{"name":"Proceedings of 2020 the 10th International Workshop on Computer Science and Engineering","volume":"251 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134398247","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 : 1900-01-01DOI: 10.18178/wcse.2020.06.054
{"title":"Rule-Based Modeling and Simulation of Gene Expression Process","authors":"","doi":"10.18178/wcse.2020.06.054","DOIUrl":"https://doi.org/10.18178/wcse.2020.06.054","url":null,"abstract":"","PeriodicalId":292895,"journal":{"name":"Proceedings of 2020 the 10th International Workshop on Computer Science and Engineering","volume":"39 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123781533","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 : 1900-01-01DOI: 10.18178/wcse.2020.06.026
{"title":"FLPD-GANS: Fake License Plate Discrimination GANS for Generalized Zero-Shot Learning","authors":"","doi":"10.18178/wcse.2020.06.026","DOIUrl":"https://doi.org/10.18178/wcse.2020.06.026","url":null,"abstract":"","PeriodicalId":292895,"journal":{"name":"Proceedings of 2020 the 10th International Workshop on Computer Science and Engineering","volume":"21 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123226948","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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