Biblio
"Data Adaptive Multivariate Control Charts for Routine Health Monitoring",
Syndromic Surveillance Conference (in Advances in Disease Surveillance, 1:53), 2006.
"Dynamic, Real-time Forecasting of Online Auctions via Functional Models",
Proceedings of 12th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining , 2006.
"Ensemble Forecasting for Disease Outbreak Detection",
23rd AAAI Conference on Artificial Intelligence (AAAI-08), Chicago, IL, 2008.
Download: AAAI7LotzeT.pdf (61 KB)
"A Family of Growth Models for Representing the Price Evolution in Online Auctions",
9th Intl Conference on Electronic Commerce, Minneapolis, MA, 2007.
"Modeling Bi-Modal Count Data Using COM-Poisson Mixtures",
Applied Statistics, Ljubljana, Slovenia, September 2012.
Abstract
"On the relationship between forecast accuracy and detection performance: An application to biosurveillance",
2008 IEEE Conference on Technologies for Homeland Security, Boston, MA, 2008.
Download: ieee.pdf (243.68 KB)
"Predicting Potential Survival Rates of Kidney Transplant Candidates From Databases With Existing Allocation Policies",
5th INFORMS Workshop on Data Mining and Healh Informatics, Austin, TX, 05/11/2010.
Abstract
Download: INFORMS 2010 DMHI.pdf (123.33 KB)
"A Regression Model for Count Data with Observation-Level Dispersion",
24th International Workshop on Statistical Modelling (IWSM), Cornell University, Ithaca, NY, 20/07/2009.
Abstract
Download: SellersAndShmueliForIWSM2009-1.pdf (161.9 KB)
"Sampling eCommerce Data from the Web: Methodological and Practical Issues",
JSM, Minneapolis, MA, Proceedings of the American Statistical Association, Statistical Computing Section [CD-ROM], 2005.
Download: JSM2005 Web_sampling .pdf (94.5 KB)
"Similarity-Based Forecasting with Simultaneous Previews: A River Plot Interface for Time Series Forecasting",
11th Intl Conference on Information Visualization (InfoViz), Zurich, Switzerland, 2007.
"Teaching Data Mining in the Business School: Experience from Three Continents",
Teaching Machine Learning Workshop, ICML, Edinburgh, Scotland, UK, June 2012.
Abstract
Download: ICML 2012 Teaching BS vs CS.pdf (413.83 KB)
"A Wavelet-based Anomaly Detector for Early Detection of Disease Outbreaks",
Proceedings of the 23rd International Conference on Machine Learning (ICML), Workshop on Machine Learning Algorithms for Surveillance and Event Detection, Pittsburgh, PA, 2006.
Abstract