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» Predicting When Not to Predict
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103
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WINE
2009
Springer
111views Economy» more  WINE 2009»
15 years 7 months ago
Prediction Mechanisms That Do Not Incentivize Undesirable Actions
A potential downside of prediction markets is that they may incentivize agents to take undesirable actions in the real world. For example, a prediction market for whether a terrori...
Peng Shi, Vincent Conitzer, Mingyu Guo
112
Voted
ACSC
2008
IEEE
15 years 7 months ago
Integrating recommendation models for improved web page prediction accuracy
Recent research initiatives have addressed the need for improved performance of Web page prediction accuracy that would profit many applications, ebusiness in particular. Differ...
Faten Khalil, Jiuyong Li, Hua Wang
103
Voted
ICDM
2008
IEEE
190views Data Mining» more  ICDM 2008»
15 years 7 months ago
Simultaneous Co-segmentation and Predictive Modeling for Large, Temporal Marketing Data
Several marketing problems involve prediction of customer purchase behavior and forecasting future preferences. We consider predictive modeling of large scale, bi-modal or multimo...
Meghana Deodhar, Joydeep Ghosh
123
Voted
ICPP
2008
IEEE
15 years 7 months ago
Dynamic Meta-Learning for Failure Prediction in Large-Scale Systems: A Case Study
Despite great efforts on the design of ultra-reliable components, the increase of system size and complexity has outpaced the improvement of component reliability. As a result, fa...
Jiexing Gu, Ziming Zheng, Zhiling Lan, John White,...
102
Voted
IJCNN
2007
IEEE
15 years 7 months ago
Neural Network Ensembles for Time Series Prediction
— Rapidly evolving businesses generate massive amounts of time-stamped data sequences and defy a demand for massively multivariate time series analysis. For such data the predict...
Dymitr Ruta, Bogdan Gabrys