{"title":"Research on TSP Application Based on Improved Ant Colony Algorithm","authors":"Pan Zhao, Xiaoqin Ma, Xiaoling Yin","doi":"10.18178/wcse.2019.06.063","DOIUrl":"https://doi.org/10.18178/wcse.2019.06.063","url":null,"abstract":"In order to solve the shortcomings of traditional ant colony algorithm in solving traveling salesman problem (TSP), such as slow convergence speed and easy to fall into local optimum, an improved ant colony algorithm (IACO) is proposed. The algorithm uses k-nearest neighbor to influence the distribution of initial pheromones, applies roulette operator to urban transfer rules, and improves the pheromone updating strategy of ant colony to accelerate the convergence speed and improve the optimization ability of algorithm. Taking chn31 city problem as an example, the computer simulation results show that the improved algorithm is an optimization algorithm which can accelerate the convergence speed and improve the optimization ability, and is effective for solving TSP.","PeriodicalId":342228,"journal":{"name":"Proceedings of 2019 the 9th International Workshop on Computer Science and Engineering","volume":"22 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":"133284940","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":"Intelligent Boiler Fault Monitoring Interface and Advisory Guide","authors":"","doi":"10.18178/wcse.2019.03.033","DOIUrl":"https://doi.org/10.18178/wcse.2019.03.033","url":null,"abstract":"","PeriodicalId":342228,"journal":{"name":"Proceedings of 2019 the 9th 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":"117182631","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":"Lung Nodule Classification Algorithm Based on Fusion Features","authors":"Sheng-Nan Lu","doi":"10.18178/wcse.2019.06.092","DOIUrl":"https://doi.org/10.18178/wcse.2019.06.092","url":null,"abstract":"Lung nodules are the lesion areas of lung, and malignant lung nodules may led to lung cancer. Nowadays, computer-aided diagnosis based on CT images are important for lung cancer. However, the existing methods of feature extraction of CT image did not perform effect. This paper proposes the DSS algorithm for lung nodules classification based on fusion features. The DSS adopts the local-global model to extract the depth features of images, and jointly uses the shape descriptors based on medical knowledge. Besides, it combines the fusion features into the Support Vector Machine (SVM) for lung nodule classification. This paper has evaluated the DSS algorithm on LIDC-IDRI data set and the method performs effect for lung nodules classification.","PeriodicalId":342228,"journal":{"name":"Proceedings of 2019 the 9th International Workshop on Computer Science and Engineering","volume":"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":"114144399","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":"FSNet: Pose Estimation of Endoscopic Surgical Tools Using Feature Stacked Network","authors":"","doi":"10.18178/wcse.2019.06.064","DOIUrl":"https://doi.org/10.18178/wcse.2019.06.064","url":null,"abstract":"","PeriodicalId":342228,"journal":{"name":"Proceedings of 2019 the 9th International Workshop on Computer Science and Engineering","volume":"209 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":"114560739","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":"The Effects of Blended Learning with Social Media on Smart Phone to Enhance Critical Thinking of Junior High School","authors":"","doi":"10.18178/wcse.2019.03.032","DOIUrl":"https://doi.org/10.18178/wcse.2019.03.032","url":null,"abstract":"","PeriodicalId":342228,"journal":{"name":"Proceedings of 2019 the 9th International Workshop on Computer Science and Engineering","volume":"9 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":"115199978","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":"Differential Evolution for Large-Scale Clustering","authors":"","doi":"10.18178/wcse.2019.03.010","DOIUrl":"https://doi.org/10.18178/wcse.2019.03.010","url":null,"abstract":"","PeriodicalId":342228,"journal":{"name":"Proceedings of 2019 the 9th International Workshop on Computer Science and Engineering","volume":"81 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":"132004265","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":"Research on Swing up and Stabilization of the Single Rotating Inverted Pendulum Based on LabVIEW","authors":"","doi":"10.18178/wcse.2019.06.030","DOIUrl":"https://doi.org/10.18178/wcse.2019.06.030","url":null,"abstract":"","PeriodicalId":342228,"journal":{"name":"Proceedings of 2019 the 9th 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":"130544597","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":"Intention to Become Digital Startups","authors":"","doi":"10.18178/wcse.2019.06.004","DOIUrl":"https://doi.org/10.18178/wcse.2019.06.004","url":null,"abstract":"","PeriodicalId":342228,"journal":{"name":"Proceedings of 2019 the 9th 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":"123481861","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":"Supporting Mindfulness Based Interventions with Social Virtual Reality","authors":"Mark R. Costa, J. C. Felver, R. Razza","doi":"10.18178/wcse.2019.06.036","DOIUrl":"https://doi.org/10.18178/wcse.2019.06.036","url":null,"abstract":"In this work in progress report, we outline the rationale, theoretical framework, and experimental design for a study focused on leveraging virtual reality to make mindfulness-based interventions more accessible to critical populations. Mindfulness-based interventions can help individuals manage stress and mitigate professional burnout but are often difficult to access due to time constraints and other limitations. We discuss some of the advantages of using virtual and mixed reality systems to reduce logistical burdens associated with practice as well as important factors to consider when designing a system for clinical interventions.","PeriodicalId":342228,"journal":{"name":"Proceedings of 2019 the 9th International Workshop on Computer Science and Engineering","volume":"35 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":"125162181","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":"Research on Temperature Control System of Plant Factory Based on Particle Swarm Optimization","authors":"","doi":"10.18178/wcse.2019.06.141","DOIUrl":"https://doi.org/10.18178/wcse.2019.06.141","url":null,"abstract":"","PeriodicalId":342228,"journal":{"name":"Proceedings of 2019 the 9th International Workshop on Computer Science and Engineering","volume":"24 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":"125130363","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}