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Big Data and Machine Learning in Quantitative Investment最新文献

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Support Vector Machine-Based Global Tactical Asset Allocation 基于支持向量机的全局战术资产分配
Big Data and Machine Learning in Quantitative Investment Pub Date : 2018-12-12 DOI: 10.1002/9781119522225.CH11
Joel Guglietta
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引用次数: 0
Taming Big Data 驯服大数据
Big Data and Machine Learning in Quantitative Investment Pub Date : 2018-12-12 DOI: 10.1002/9781119522225.CH2
Rado Lipuš, D. Smith
{"title":"Taming Big Data","authors":"Rado Lipuš, D. Smith","doi":"10.1002/9781119522225.CH2","DOIUrl":"https://doi.org/10.1002/9781119522225.CH2","url":null,"abstract":"There's a rush of information terraforming the IT world. It flows from the data generated by 4.3 billion cell phones and 2 billion Internet users worldwide, and joins the roiling torrent of 30 billion RFID tags and hundreds of satellites incessantly sending more signals with each passing second. Now, nobody ever has to deal with all the world's data all at once. But when the whole pie grows, everyone's slices get larger. When you start measuring the pie in zettabytes, even a small piece starts to get pretty filling. Here's a sobering statistic: Twitter alone adds 12 terabytes of data every day—all text, and all added at a maximum of 140 characters at a time.","PeriodicalId":402243,"journal":{"name":"Big Data and Machine Learning in Quantitative Investment","volume":"17 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-12-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134274065","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}
引用次数: 7
Do Algorithms Dream About Artificial Alphas? 算法会梦想人工阿尔法吗?
Big Data and Machine Learning in Quantitative Investment Pub Date : 2018-12-12 DOI: 10.1002/9781119522225.CH1
M. Kollo
{"title":"Do Algorithms Dream About Artificial Alphas?","authors":"M. Kollo","doi":"10.1002/9781119522225.CH1","DOIUrl":"https://doi.org/10.1002/9781119522225.CH1","url":null,"abstract":"","PeriodicalId":402243,"journal":{"name":"Big Data and Machine Learning in Quantitative Investment","volume":"32 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-12-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126484678","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}
引用次数: 1
A Social Media Analysis of Corporate Culture 企业文化的社会化媒体分析
Big Data and Machine Learning in Quantitative Investment Pub Date : 2018-12-12 DOI: 10.1002/9781119522225.CH8
Andy Moniz
{"title":"A Social Media Analysis of Corporate Culture","authors":"Andy Moniz","doi":"10.1002/9781119522225.CH8","DOIUrl":"https://doi.org/10.1002/9781119522225.CH8","url":null,"abstract":"","PeriodicalId":402243,"journal":{"name":"Big Data and Machine Learning in Quantitative Investment","volume":"44 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-12-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115873805","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}
引用次数: 0
State of Machine Learning Applications in Investment Management 机器学习在投资管理中的应用现状
Big Data and Machine Learning in Quantitative Investment Pub Date : 2018-12-12 DOI: 10.1002/9781119522225.CH3
Ekaterina Sirotyuk
{"title":"State of Machine Learning Applications in Investment Management","authors":"Ekaterina Sirotyuk","doi":"10.1002/9781119522225.CH3","DOIUrl":"https://doi.org/10.1002/9781119522225.CH3","url":null,"abstract":"","PeriodicalId":402243,"journal":{"name":"Big Data and Machine Learning in Quantitative Investment","volume":"422 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-12-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131751381","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}
引用次数: 1
Machine Learning and Event Detection for Trading Energy Futures 能源期货交易的机器学习和事件检测
Big Data and Machine Learning in Quantitative Investment Pub Date : 2018-12-12 DOI: 10.1002/9781119522225.CH9
Peter Hafez, Francesco Lautizi
{"title":"Machine Learning and Event Detection for Trading Energy Futures","authors":"Peter Hafez, Francesco Lautizi","doi":"10.1002/9781119522225.CH9","DOIUrl":"https://doi.org/10.1002/9781119522225.CH9","url":null,"abstract":"","PeriodicalId":402243,"journal":{"name":"Big Data and Machine Learning in Quantitative Investment","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-12-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114347660","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}
引用次数: 2
Natural Language Processing of Financial News 财经新闻的自然语言处理
Big Data and Machine Learning in Quantitative Investment Pub Date : 2018-12-12 DOI: 10.1002/9781119522225.CH10
M. Sesen, Yazann S. Romahi, Victor H. Li
{"title":"Natural Language Processing of Financial News","authors":"M. Sesen, Yazann S. Romahi, Victor H. Li","doi":"10.1002/9781119522225.CH10","DOIUrl":"https://doi.org/10.1002/9781119522225.CH10","url":null,"abstract":"","PeriodicalId":402243,"journal":{"name":"Big Data and Machine Learning in Quantitative Investment","volume":"1999 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-12-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127930148","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}
引用次数: 0
Big Is Beautiful: How Email Receipt Data Can Help Predict Company Sales 大即是美:电子邮件收货数据如何帮助预测公司销售
Big Data and Machine Learning in Quantitative Investment Pub Date : 2018-12-12 DOI: 10.1002/9781119522225.CH6
Giuliano De Rossi, Jakub Kołodziej, Gurvinder Brar
{"title":"Big Is Beautiful: How Email Receipt Data Can Help Predict Company Sales","authors":"Giuliano De Rossi, Jakub Kołodziej, Gurvinder Brar","doi":"10.1002/9781119522225.CH6","DOIUrl":"https://doi.org/10.1002/9781119522225.CH6","url":null,"abstract":"","PeriodicalId":402243,"journal":{"name":"Big Data and Machine Learning in Quantitative Investment","volume":"236 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-12-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134110583","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}
引用次数: 1
Deep Learning in Finance: Prediction of Stock Returns with Long Short-Term Memory Networks 金融中的深度学习:用长短期记忆网络预测股票收益
Big Data and Machine Learning in Quantitative Investment Pub Date : 2018-12-12 DOI: 10.1002/9781119522225.CH13
M. N. Alonso, G. Batres-Estrada, Aymeric Moulin
{"title":"Deep Learning in Finance: Prediction of Stock Returns with Long Short-Term Memory Networks","authors":"M. N. Alonso, G. Batres-Estrada, Aymeric Moulin","doi":"10.1002/9781119522225.CH13","DOIUrl":"https://doi.org/10.1002/9781119522225.CH13","url":null,"abstract":"","PeriodicalId":402243,"journal":{"name":"Big Data and Machine Learning in Quantitative Investment","volume":"19 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-12-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125519012","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}
引用次数: 9
Implementing Alternative Data in an Investment Process 在投资过程中实现可选数据
Big Data and Machine Learning in Quantitative Investment Pub Date : 2018-12-12 DOI: 10.1002/9781119522225.CH4
Vinesh Jha
{"title":"Implementing Alternative Data in an Investment Process","authors":"Vinesh Jha","doi":"10.1002/9781119522225.CH4","DOIUrl":"https://doi.org/10.1002/9781119522225.CH4","url":null,"abstract":"","PeriodicalId":402243,"journal":{"name":"Big Data and Machine Learning in Quantitative Investment","volume":"159 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-12-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122696522","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}
引用次数: 2
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