Global ETD Search
Search theses and dissertations gathered from participating repositories worldwide. Every result links back to the library that holds it. No account is needed.
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Showing 1 to 7 of 7 for “"decision tree induction"”.
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Analyzing biological expression data based on decision tree induction
… and exploitation of one basic technique: decision trees. The concept of comparing sets of decision trees is developed. This method offers the possibility of identifying significant thresholds in continuous or discrete valued attributes through their corresponding set of decision trees. …
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An Integrative Approach for Examining the Determinants of Abnormal Returns: The Cases of Internet Security Breach and Ecommerce Initiative
… of regression analysis, in this study, we use decision tree induction and regression.For the Internet security breach study, we use negative cumulative abnormal return as a surrogate for damage to the breached firm. In contrast to what has been reported in the research literature, our results …
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Co-Location Decision Tree for Enhancing Decision-Making of Pavement Maintenance and Rehabilitation
… development of theory and algorithm for a new decision tree induction method, called co-location-based decision tree (CL-DT.) This method will enhance the decision-making abilities of pavement maintenance personnel and their rehabilitation strategies. This idea stems from shortcomings in …
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Budget allocation on differentially private decision trees and random forests
… & Sarwate, 2011; Friedman & Schuster, 2010). Decision tree induction is a textbook case for such a problem. The algorithmic decisions in trees that are made with privacy considerations, have a deep impact on the accuracy of the results. An improved privacy-preserved decision tree algorithm, …
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Discovering hidden patterns in technology management phenomena: three essays on using data analytics for exploration of causal inferences
… by employing a novel empirical technique called decision tree induction, a powerful machine learning tool for uncovering nested “multiple theoretical viewpoints.” Implications for the empirical and theoretical literature on licensing, and for abductive theory development by leveraging “big data” …
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The Detection of Vegetation Species in Remote Sensing Imaging
… for features extraction and using SVM and Decision Tree Induction techniques for classification. The later focuses on outcomes gained from three conventional supervised techniques that used for remote sensing images classification; random forest, SVMs, and decision tree classifiers. The …
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A profile of game style, physical, technical and tactical skills, and the pathways that underpin expertise in Australian youth soccer players
… the tactical test was a perceptual-cognitive decision-making task which required players to choose the correct option in a video-based task. There were a number of physical, technical and tactical outcome measures that could distinguish between cohorts based on the Receiver Operating …