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Eitel J.M. Lauria
数据科学教授 & 信息rmation Systems, Director of Graduate Programs
生物
Dr. Lauria is a 数据科学教授 & 信息rmation Systems 和 Director of Graduate Programs at the School of Computer 科学 & 数学, including the Master of 科学 in Computer 科学/Software Development, the Master of 科学 in 信息rmation Systems, 和 Advanced Certificate in Business Analytics. 教授. Lauria has worked in the IS/IT industry for 20+ years, serving as a technology consultant to IBM, 微软, 埃克森美孚, 路透, 惠普, 通用电气全球研究部, 和 World Bank among other global corporations. Dr. Lauria’s research has been published in a number of prestigious journals, including 决策支持系统, the European Journal of Operational Research, the Journal of Learning Analytics, Expert Systems with Applications 和 ACM Journal of Data and 信息rmation Quality. He is the recipient of the 2015 bet亚洲365欢迎投注 Board of Trustees Distinguished Teaching Award. 教授. Lauria was born and raised in Buenos Aires, 阿根廷, so he describes himself as an “Argentino” and a “Porteño” – a nickname given to those who grew up in the city of Buenos Aires and its surrounding neighborhoods. He is a squash player, a scuba diver, a former rugby player, and has a passion for soccer.
教育
PhD, 信息rmation 科学, University at Albany, State University of New York
Master in Business Administration, Universidad de Deusto (Spain) / Universidad del Salvador (阿根廷)
Ingeniero Electromecánico Orientación Electricista (6-year degree in Electrical Engineering), Universidad de Buenos Aires, 阿根廷
Research Interests / Areas of Focus
数据科学, 商业智能, 预测分析, and statistical machine learning, focusing on the application of these disciplines in a variety of domains, including information technology implementation, network and computer security, 医学信息学, 市场营销, 学习分析.
选定的出版物
Lauria E.普雷苏蒂·E.卡波吉亚尼斯·M.卡玛斯·A., Stacking Classifiers for Early Detection of Students at Risk. Proceedings of the 10th International Conference on Computers Supported 教育 (CSEDU 2018) Madeira, 葡萄牙2018年3月15日至17日, (1) : 390-397
Jayaprakash年代.穆迪., Lauria.里根·J.J男爵., "Early Alert of Academically At-Risk Students: An Open Source Analytics Initiative", Journal of Learning Analytics, 1(1), 2014, 6-47
Duchessi P., Lauria., “Decision tree models for profiling ski resorts’ promotional and advertising strategies 和 impact on sales”, Expert Systems with Applications, 40(15), 11月1日, 5822-5829
Lauria E.3月5日. “Combining Bayesian Text Classification and Shrinkage to Automate Healthcare Coding: A Data Quality Analysis”, ACM Journal of Data and 信息rmation Quality 2(3), 第十三条, 2011年12月
Lauria E.公爵夫人P., "A methodology for developing Bayesian networks: An application to information technology (IT) implementation", European Journal of Operational Research, 179(1), 五月十六日, 234-252
Lauria E.公爵夫人,P. "A Bayesian Belief Network for IT implementation decision support, 决策支持系统, 42(3), 2006年12月, 1573-1588
Lauria E., (2005), "Learning the Structure of a Bayesian Network: An Application of 信息rmation Geometry 和 Minimum Description Length Principle", in Bayesian Inference and Maximum Entropy Methods in 科学 and Engineering, Proceedings of the 25th International Workshop on Bayesian Inference and Maximum Entropy Methods in 科学 and Engineering , 圣何塞州立大学, 美国, 凯文·H. 高德纳,阿里E. 罗宾·阿巴斯. 莫里斯,我. 帕特里克·卡斯尔(Ed).), 293-301
奖项及荣誉
- CESSI (Chamber of 信息技术 Companies in 阿根廷): Sadosky Prize Winner for Best Research Work on 信息技术, 2007(见 http://www.cessi.org.ar/sadosky/ganadores-2007) (for a video feed of the award ceremony, 点击这里)
- Recipient of 教师 Recognition Award for Distinguished Scholarship, 2007-2008
- 教授iled by IBM Academic Initiative in 2012 for his use of cloud computing in education
- Computerworld: The Open Academic Analytics Initiative (OAAI) at bet亚洲365欢迎投注 of which Dr. Lauria is one of the principal researchers, was named a 2013 Computerworld Honors Laureate in the Emerging technology category
- bet亚洲365欢迎投注: 2015 Board of Trustees Distinguished Teaching Award.