Results 11 to 20 of about 288,301 (297)
Abstract Features in Feature Modeling [PDF]
2011 15th International Software Product Line Conference, 2011 A software product line is a set of program variants, typically generated from a common code base. Feature models describe variability in product lines by documenting features and their valid combinations. In product-line engineering, we need to reason about variability and program variants for many different tasks.
Thomas Thüm +3 more
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An Algebra for Features and Feature Composition [PDF]
, 2008 Feature-Oriented Software Development (FOSD)provides a multitude of formalisms, methods, languages, and tools for building variable, customizable, and extensible software. Along different lines of research, different notions of a feature have been developed.
Apel, Sven +3 more
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Online Feature Selection with Streaming Features [PDF]
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2013 We propose a new online feature selection framework for applications with streaming features where the knowledge of the full feature space is unknown in advance. We define streaming features as features that flow in one by one over time whereas the number of training examples remains fixed.
Xindong Wu 0001 +4 more
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Proceedings of the 33rd annual meeting on Association for Computational Linguistics -, 1995 This paper compares the consistency-based account of agreement phenomena in `unification-based' grammars with an implication-based account based on a simple feature extension to Lambek Categorial Grammar (LCG). We show that the LCG treatment accounts for constructions that have been recognized as problematic for `unification-based' treatments.
Sam Bayer, Mark Johnson 0001
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Partnership: The Canadian Journal of Library and Information Practice and Research, 2019 Introducing our newest section to Parntership, Features.
Jessica Lange, Tamara Noor
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Featured in Five: Gunnar Wolf [PDF]
, 2023 Featured in Five is a monthly section where we pose questions to a Computing Reviews featured reviewer.
Wolf, Gunnar
core
On Feature Scaling of Recursive Feature Machines
CoRR, 2023 In this technical report, we explore the behavior of Recursive Feature Machines (RFMs), a type of novel kernel machine that recursively learns features via the average gradient outer product, through a series of experiments on regression datasets. When successively adding random noise features to a dataset, we observe intriguing patterns in the Mean ...
Arunav Gupta +3 more
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Understanding Legacy Features with Featureous
2011 18th Working Conference on Reverse Engineering, 2011 Feature-centric comprehension of source code is essential during software evolution. However, such comprehension is oftentimes difficult to achieve due the lack of correspondence between functional features and structural units of object-oriented programs.
Andrzej Olszak +1 more
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Feature-Weighted Elastic Net: Using "Features of Features" for Better Prediction
Statistica Sinica, 2023 In some supervised learning settings, the practitioner might have additional information on the features used for prediction. We propose a new method which leverages this additional information for better prediction. The method, which we call the feature-weighted elastic net ("fwelnet"), uses these "features of features" to adapt the relative penalties
J. Kenneth Tay +3 more
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, 2006 Based on experience from the hardware industry, product families have entered the software development process as well, since software developers often prefer not to build a single product but rather a family of similar products that share at least one common functionality while having well-identified variabilities.
Höfner, Peter +2 more
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