Browsing University of Waterloo by Subject "statistical learning"
Now showing items 1-6 of 6
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The influence of redundant spatial regularities in statistical and sequence learning
(University of Waterloo, 2013-05-22)The following two studies examined the influence of spatial regularities on our ability to learn and predict frequencies and sequences of events. Research into statistical and sequence learning has demonstrated that we can ... -
MachineFlow: A Web Tool to Adaptively Select EDA Tool Parameters for Digital ICs Using Statistical Learning
(University of Waterloo, 2016-10-26)Digital integrated circuits (ICs) are the driving force behind computing, communication and entertainment in today’s world. More powerful and energy efficient ICs continue to be designed and built by the semiconductor ... -
Mortality Prediction using Statistical Learning Approaches
(University of Waterloo, 2022-11-21)Longevity risk, as one of the major risks faced by insurers, has triggered a heated stream of research in mortality modeling among actuaries for effective design/pricing/risk management of insurance products. The idea of ... -
On the Automatic Coding of Text Answers to Open-ended Questions in Surveys
(University of Waterloo, 2021-01-13)Open-ended questions allow participants to answer survey questions without any constraint. Responses to open-ended questions, however, are more difficult to analyze quantitatively than close-ended questions. In this thesis, ... -
Statistical learning in brain damaged patients: A multimodal impairment
(University of Waterloo, 2014-03-19)Spatial neglect has mainly been described through its spatial deficits (such as attentional bias, disengagement deficit or exploratory motor behavior), but numerous other studies have reported non-spatial impairments in ... -
Stochastic Stepwise Ensembles for Variable Selection
(University of Waterloo, 2009-04-30)Ensembles methods such as AdaBoost, Bagging and Random Forest have attracted much attention in the statistical learning community in the last 15 years. Zhu and Chipman (2006) proposed the idea of using ensembles for variable ...