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MLCW
2005
Springer
13 years 10 months ago
Evaluating Predictive Uncertainty Challenge
This Chapter presents the PASCAL1 Evaluating Predictive Uncertainty Challenge, introduces the contributed Chapters by the participants who obtained outstanding results, and provide...
Joaquin Quiñonero Candela, Carl Edward Rasm...
MLCW
2005
Springer
13 years 10 months ago
Lessons Learned in the Challenge: Making Predictions and Scoring Them
In this paper we present lessons learned in the Evaluating Predictive Uncertainty Challenge. We describe the methods we used in regression challenges, including our winning method ...
Jukka Kohonen, Jukka Suomela
IPPS
2007
IEEE
13 years 11 months ago
Identifying and Addressing Uncertainty in Architecture-Level Software Reliability Modeling
Assessing reliability at early stages of software development, such as at the level of software architecture, is desirable and can provide a cost-effective way of improving a soft...
Leslie Cheung, Leana Golubchik, Nenad Medvidovic, ...
TASLP
2008
122views more  TASLP 2008»
13 years 3 months ago
Challenging Uncertainty in Query by Humming Systems: A Fingerprinting Approach
Robust data retrieval in the presence of uncertainty is a challenging problem in multimedia information retrieval. In query-by-humming (QBH) systems, uncertainty can arise in query...
Erdem Unal, Elaine Chew, Panayiotis G. Georgiou, S...
AIEDAM
2008
114views more  AIEDAM 2008»
13 years 5 months ago
Design rationale: Researching under uncertainty
Rationale research in software development is a challenging area because while there is no shortage of advocates for its value, there is also no shortage of reasons for why rationa...
Janet E. Burge