Pub Date : 2020-01-01DOI: 10.12677/hjdm.2020.103022
浩 殷
{"title":"An Analysis of Plate Linkage Based on Chinese A-Share Market","authors":"浩 殷","doi":"10.12677/hjdm.2020.103022","DOIUrl":"https://doi.org/10.12677/hjdm.2020.103022","url":null,"abstract":"","PeriodicalId":57348,"journal":{"name":"数据挖掘","volume":"76 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2020-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"88576754","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 : 2020-01-01DOI: 10.12677/hjdm.2020.103020
力 马
{"title":"Research on TCM Intervention Technology for Obesity Based on BMI Grading","authors":"力 马","doi":"10.12677/hjdm.2020.103020","DOIUrl":"https://doi.org/10.12677/hjdm.2020.103020","url":null,"abstract":"","PeriodicalId":57348,"journal":{"name":"数据挖掘","volume":"117 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2020-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"80490708","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 : 2020-01-01DOI: 10.12677/hjdm.2020.103021
Yu Peng, Feng Lin, Yuqing Liu, Xin Cai, Dan Xie, Fan Yang
Objective: To analyze and summarize the law of Traditional Chinese Medicine (TCM) in treating yin jaundice syndrome. Methods: To search the literature of traditional Chinese medicine treatment of yin jaundice syndrome in the database of CNKI, Weipu and Wanfang, and establish the database of yin jaundice syndrome medication. In addition to frequency analysis, classical machine learning methods such as association rules, complex networks, clustering analysis are used to mine the drug use rules from the aspects of drug properties, taste, meridian tropism and efficacy. Results: It was found that the treatment of yin jaundice syndrome was mainly based on warm drugs, the taste of the medicine was mainly sweet, and pungent, and the drug route was mainly through spleen, stomach and liver, revealing that the location of yin jaundice syndrome was mainly in liver and gallbladder, spleen and stomach. TCM clustering can be divided into three categories: Warming Yang and promoting dampness, promoting blood circulation and removing blood stasis, and strengthening spleen. Conclusion: The TCM pays attention to the protection of Spleen Yang in the treatment of yin jaundice syndrome, drugs are mainly Yin Chen Zhu Fu Tang as the main prescription, and also medicine for strengthening spleen and stomach, warming up deficiency, benefiting water infiltration or promoting blood circulation and removing blood stasis, which provides the basis for clinical treatment of patients with jaundice and chronic hepatitis.
{"title":"Study on the Medication Rule of Traditional Chinese Medicine in Treating Yin Jaundice Syndrome Based on Machine Learning","authors":"Yu Peng, Feng Lin, Yuqing Liu, Xin Cai, Dan Xie, Fan Yang","doi":"10.12677/hjdm.2020.103021","DOIUrl":"https://doi.org/10.12677/hjdm.2020.103021","url":null,"abstract":"Objective: To analyze and summarize the law of Traditional Chinese Medicine (TCM) in treating yin jaundice syndrome. Methods: To search the literature of traditional Chinese medicine treatment of yin jaundice syndrome in the database of CNKI, Weipu and Wanfang, and establish the database of yin jaundice syndrome medication. In addition to frequency analysis, classical machine learning methods such as association rules, complex networks, clustering analysis are used to mine the drug use rules from the aspects of drug properties, taste, meridian tropism and efficacy. Results: It was found that the treatment of yin jaundice syndrome was mainly based on warm drugs, the taste of the medicine was mainly sweet, and pungent, and the drug route was mainly through spleen, stomach and liver, revealing that the location of yin jaundice syndrome was mainly in liver and gallbladder, spleen and stomach. TCM clustering can be divided into three categories: Warming Yang and promoting dampness, promoting blood circulation and removing blood stasis, and strengthening spleen. Conclusion: The TCM pays attention to the protection of Spleen Yang in the treatment of yin jaundice syndrome, drugs are mainly Yin Chen Zhu Fu Tang as the main prescription, and also medicine for strengthening spleen and stomach, warming up deficiency, benefiting water infiltration or promoting blood circulation and removing blood stasis, which provides the basis for clinical treatment of patients with jaundice and chronic hepatitis.","PeriodicalId":57348,"journal":{"name":"数据挖掘","volume":"28 23 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2020-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"90379045","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 : 2020-01-01DOI: 10.12677/hjdm.2020.101003
迁 陆
{"title":"A Risk Prediction Model Based on Prior Medical Knowledge","authors":"迁 陆","doi":"10.12677/hjdm.2020.101003","DOIUrl":"https://doi.org/10.12677/hjdm.2020.101003","url":null,"abstract":"","PeriodicalId":57348,"journal":{"name":"数据挖掘","volume":"17 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2020-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"73705371","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 : 2019-01-01DOI: 10.12677/hjdm.2019.94019
家顺 张
{"title":"A Short-Term Traffic Forecasting Research Based on Didi Chuxing GAIA Open Dataset Using Echo State Network Optimized by PSO Algorithm","authors":"家顺 张","doi":"10.12677/hjdm.2019.94019","DOIUrl":"https://doi.org/10.12677/hjdm.2019.94019","url":null,"abstract":"","PeriodicalId":57348,"journal":{"name":"数据挖掘","volume":"31 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2019-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"73934301","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 : 2019-01-01DOI: 10.12677/hjdm.2019.93013
雨 田
{"title":"Study on Large Data of Major Elements of Mudstone in Songliao Basin","authors":"雨 田","doi":"10.12677/hjdm.2019.93013","DOIUrl":"https://doi.org/10.12677/hjdm.2019.93013","url":null,"abstract":"","PeriodicalId":57348,"journal":{"name":"数据挖掘","volume":"22 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2019-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"84189583","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 : 2019-01-01DOI: 10.12677/hjdm.2019.92003
启政 夏
{"title":"Data Min-ing in Film Review with Sentiment Analysis","authors":"启政 夏","doi":"10.12677/hjdm.2019.92003","DOIUrl":"https://doi.org/10.12677/hjdm.2019.92003","url":null,"abstract":"","PeriodicalId":57348,"journal":{"name":"数据挖掘","volume":"36 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2019-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"89212827","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 : 2019-01-01DOI: 10.12677/hjdm.2019.93014
松 余
{"title":"Research on Ab-normal Trajectory Behavior of Vehicles","authors":"松 余","doi":"10.12677/hjdm.2019.93014","DOIUrl":"https://doi.org/10.12677/hjdm.2019.93014","url":null,"abstract":"","PeriodicalId":57348,"journal":{"name":"数据挖掘","volume":"2 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2019-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"82266089","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 : 2019-01-01DOI: 10.12677/hjdm.2019.92006
炜琪 麦
{"title":"Enhanced Linear Discriminant Projections with Global plus Local Information","authors":"炜琪 麦","doi":"10.12677/hjdm.2019.92006","DOIUrl":"https://doi.org/10.12677/hjdm.2019.92006","url":null,"abstract":"","PeriodicalId":57348,"journal":{"name":"数据挖掘","volume":"79 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2019-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"83360478","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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