Yanmin Zhu, Shuzhi Su, Gaoming Yang, Bin Ge, Ping Zheng
{"title":"TWO-VIEW MEDIAN CORRELATION ANALYSIS","authors":"Yanmin Zhu, Shuzhi Su, Gaoming Yang, Bin Ge, Ping Zheng","doi":"10.18642/IJAMML_7100122011","DOIUrl":"https://doi.org/10.18642/IJAMML_7100122011","url":null,"abstract":"Canonical correlation analysis based on supervised information is able to learn discriminant correlation features from two-view data, which plays an important role in pattern recognition and machine learning. However, such methods mainly employ class means that are sensitive to outlier data. To solve the issue, we propose a robust two-view feature learning method, called two-view median correlation analysis. In the method, a discriminant median scatter of each view is constructed in order to enhance the robustness of outlier data, and we learn correlation features with well class separability by further constraining the discriminant median scatters on the basis of maximum between-view correlation. Promising experiment results have demonstrated the effectiveness of our method.","PeriodicalId":405830,"journal":{"name":"International Journal of Applied Mathematics and Machine Learning","volume":"36 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-09-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116643527","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":"SUBHARMONIC SOLUTIONS OF SUBQUADRATIC HAMILTONIAN SYSTEMS AND THE MASLOV-TYPE INDEX THEORY","authors":"Chong Li","doi":"10.18642/IJAMML_7100121998","DOIUrl":"https://doi.org/10.18642/IJAMML_7100121998","url":null,"abstract":"","PeriodicalId":405830,"journal":{"name":"International Journal of Applied Mathematics and Machine Learning","volume":"19 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-09-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125159953","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":"GENERAL -PATH SUM-CONNECTIVITY INDICES OF TWO CLASSES OF GRAPHS","authors":"Chuantao Li","doi":"10.18642/IJAMML_7100121991","DOIUrl":"https://doi.org/10.18642/IJAMML_7100121991","url":null,"abstract":"","PeriodicalId":405830,"journal":{"name":"International Journal of Applied Mathematics and Machine Learning","volume":"10 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-09-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133837322","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 BOLTZMANN EQUATION WITH POTENTIAL FORCES FOR INVERSE POWER LAW","authors":"Zeng Li, Xuan Ma, Wan-yi Zhang","doi":"10.18642/IJAMML_7100121965","DOIUrl":"https://doi.org/10.18642/IJAMML_7100121965","url":null,"abstract":"","PeriodicalId":405830,"journal":{"name":"International Journal of Applied Mathematics and Machine Learning","volume":"43 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-07-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130028863","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}
M. Alaeiyan, M. S. Sardar, Sohail Zafar, Z. Zahid, M. Farahani
{"title":"COMPUTATION OF TOPOLOGICAL INDICES OF LINE GRAPH OF JAHANGIR GRAPH","authors":"M. Alaeiyan, M. S. Sardar, Sohail Zafar, Z. Zahid, M. Farahani","doi":"10.18642/ijamml_7100121966","DOIUrl":"https://doi.org/10.18642/ijamml_7100121966","url":null,"abstract":"","PeriodicalId":405830,"journal":{"name":"International Journal of Applied Mathematics and Machine Learning","volume":"23 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-07-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124056184","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}