Fang Jin, W. Wang, Prithwish Chakraborty, Nathan Self, F. Chen, Naren Ramakrishnan
{"title":"Tracking Multiple Social Media for Stock Market Event Prediction","authors":"Fang Jin, W. Wang, Prithwish Chakraborty, Nathan Self, F. Chen, Naren Ramakrishnan","doi":"10.1007/978-3-319-62701-4_2","DOIUrl":"https://doi.org/10.1007/978-3-319-62701-4_2","url":null,"abstract":"","PeriodicalId":91437,"journal":{"name":"Advances in data mining. Industrial Conference on Data Mining","volume":"41 1","pages":"16-30"},"PeriodicalIF":0.0,"publicationDate":"2017-07-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"79301658","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}
Mohamed Salim El Bazzi, D. Mammass, T. Zaki, A. Ennaji
{"title":"A Graph-Based Ranking Model for Automatic Keyphrases Extraction from Arabic Documents","authors":"Mohamed Salim El Bazzi, D. Mammass, T. Zaki, A. Ennaji","doi":"10.1007/978-3-319-62701-4_25","DOIUrl":"https://doi.org/10.1007/978-3-319-62701-4_25","url":null,"abstract":"","PeriodicalId":91437,"journal":{"name":"Advances in data mining. Industrial Conference on Data Mining","volume":"71 1","pages":"313-322"},"PeriodicalIF":0.0,"publicationDate":"2017-07-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"91430752","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":"Real-Time Prediction of Styrene Production Volume Based on Machine Learning Algorithms","authors":"Yikai Wu, Fang Hou, Xiaopei Cheng","doi":"10.1007/978-3-319-62701-4_24","DOIUrl":"https://doi.org/10.1007/978-3-319-62701-4_24","url":null,"abstract":"","PeriodicalId":91437,"journal":{"name":"Advances in data mining. Industrial Conference on Data Mining","volume":"30 1","pages":"301-312"},"PeriodicalIF":0.0,"publicationDate":"2017-07-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"80289937","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":"Association Rule-based Classifier Using Artificial Missing Values","authors":"K. Shimada, T. Arahira, T. Hanioka","doi":"10.1007/978-3-319-62701-4_5","DOIUrl":"https://doi.org/10.1007/978-3-319-62701-4_5","url":null,"abstract":"","PeriodicalId":91437,"journal":{"name":"Advances in data mining. Industrial Conference on Data Mining","volume":"179 1","pages":"57-67"},"PeriodicalIF":0.0,"publicationDate":"2017-07-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"88467549","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}
Wei Han, J. Borges, P. Neumayer, Yong Ding, T. Riedel, M. Beigl
{"title":"Interestingness Classification of Association Rules for Master Data","authors":"Wei Han, J. Borges, P. Neumayer, Yong Ding, T. Riedel, M. Beigl","doi":"10.1007/978-3-319-62701-4_18","DOIUrl":"https://doi.org/10.1007/978-3-319-62701-4_18","url":null,"abstract":"","PeriodicalId":91437,"journal":{"name":"Advances in data mining. Industrial Conference on Data Mining","volume":"1 1","pages":"237-245"},"PeriodicalIF":0.0,"publicationDate":"2017-07-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"82727344","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":"Activity Prediction in Process Management Using the WoMan Framework","authors":"S. Ferilli, Domenico Redavid, Sergio Angelastro","doi":"10.1007/978-3-319-62701-4_15","DOIUrl":"https://doi.org/10.1007/978-3-319-62701-4_15","url":null,"abstract":"","PeriodicalId":91437,"journal":{"name":"Advances in data mining. Industrial Conference on Data Mining","volume":"218 1","pages":"194-208"},"PeriodicalIF":0.0,"publicationDate":"2017-07-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"76989267","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":"Smart Stores: A Scalable Foot Traffic Collection and Prediction System","authors":"Soheila Abrishami, Piyush Kumar, Wickus Nienaber","doi":"10.1007/978-3-319-62701-4_9","DOIUrl":"https://doi.org/10.1007/978-3-319-62701-4_9","url":null,"abstract":"","PeriodicalId":91437,"journal":{"name":"Advances in data mining. Industrial Conference on Data Mining","volume":"9 4 1","pages":"107-121"},"PeriodicalIF":0.0,"publicationDate":"2017-07-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"78386110","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":"Ensemble Sales Forecasting Study in Semiconductor Industry","authors":"Qiuping Xu, V. Sharma","doi":"10.1007/978-3-319-62701-4_3","DOIUrl":"https://doi.org/10.1007/978-3-319-62701-4_3","url":null,"abstract":"","PeriodicalId":91437,"journal":{"name":"Advances in data mining. Industrial Conference on Data Mining","volume":"266 1","pages":"31-44"},"PeriodicalIF":0.0,"publicationDate":"2017-04-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"75773871","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}
Muhammad K Lodhi, Rashid Ansari, Yingwei Yao, Gail M Keenan, Diana Wilkie, Ashfaq A Khokhar
{"title":"Predicting Hospital Re-admissions from Nursing Care Data of Hospitalized Patients.","authors":"Muhammad K Lodhi, Rashid Ansari, Yingwei Yao, Gail M Keenan, Diana Wilkie, Ashfaq A Khokhar","doi":"10.1007/978-3-319-62701-4_14","DOIUrl":"https://doi.org/10.1007/978-3-319-62701-4_14","url":null,"abstract":"<p><p>Readmission rates in the hospitals are increasingly being used as a benchmark to determine the quality of healthcare delivery to hospitalized patients. Around three-fourths of all hospital re-admissions can be avoided, saving billions of dollars. Many hospitals have now deployed electronic health record (EHR) systems that can be used to study issues that trigger readmission.However, most of the EHRs are high dimensional and sparsely populated, and analyzing such data sets is a Big Data challenge. The effect of some of the well-known dimension reduction techniques is minimized due to presence of non-linear variables. We use association mining as a dimension reduction method and the results are used to develop models, using data from an existing nursing EHR system, for predicting risk of re-admission to the hospitals. These models can help in determining effective treatments for patients to minimize the possibility of re-admission, bringing down the cost and increasing the quality of care provided to the patients. Results from the models show significantly accurate predictions of patient re-admission.</p>","PeriodicalId":91437,"journal":{"name":"Advances in data mining. Industrial Conference on Data Mining","volume":"2017 ","pages":"181-193"},"PeriodicalIF":0.0,"publicationDate":"2017-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1007/978-3-319-62701-4_14","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"35573218","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Domain Specific Feature Transfer for Hybrid Domain Adaptation","authors":"Pengfei Wei, Yiping Ke, C. Goh","doi":"10.1109/ICDM.2017.133","DOIUrl":"https://doi.org/10.1109/ICDM.2017.133","url":null,"abstract":"","PeriodicalId":91437,"journal":{"name":"Advances in data mining. Industrial Conference on Data Mining","volume":"126 1","pages":"1027-1032"},"PeriodicalIF":0.0,"publicationDate":"2017-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"76746484","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}