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A data-driven approach to feature construction
1994This paper presents a general scheme for feature construction and its application to decision trees. In this scheme, a higher level attribute is constructed from two lower level ones under the guidance of the distributions of the examples from different classes. It can be used with different selective induction algorithms such as decision tree learning,
Jianping Zhang 0003, Hsueh-Hsiang Lu
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Data Driven Calibration Approach
SAE International Journal of Commercial Vehicles, 2017<div class="section abstract"><div class="htmlview paragraph">Designing a control system that can robustly detect faulted emission control devices under all environmental and driving conditions is a challenging task for OEMs. In order to gain confidence in the control strategy and the values of tunable parameters, the test vehicles need to ...
Nahid Pervez +4 more
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AI and Data-driven Approaches for Agriculture
Proceedings of the 15th Annual Meeting of the Forum for Information Retrieval Evaluation, 2023Manjira Sinha +2 more
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Data-Driven Approaches to Vowel Harmony
Abstract This chapter explores fundamental ideas and challenges in using statistical and computational methods for the analysis of vowel harmony from text corpora. These methods are centered on the quantification and visualization of the degree and type of harmony in a language, which can be used for cross-linguistic comparison ...Knowles, Rebecca, Sanders, Nathan
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A Data-Driven Approach to Audio Decorrelation
IEEE Signal Processing Letters, 2022Carlotta Anemüller +2 more
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A Survey on Active Deep Learning: From Model Driven to Data Driven
ACM Computing Surveys, 2022Guojin He, Rajiv Ranjan, Lu-Lu Zhang
exaly
Data-driven Approaches for Interactive Appearance Editing
2015This thesis proposes several techniques for interactive editing of digital content and fast rendering of virtual 3D scenes. Editing of digital content - such as images or 3D scenes - is difficult, requires artistic talent and technical expertise. To alleviate these difficulties, we exploit data-driven approaches that use the easily accessible Internet ...
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