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Novel transfer learning based acoustic feature engineering for scene fake audio detection. [PDF]
Sci RepAl-Shamayleh AS +5 more
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Engineering mechanoreceptor feature selectivity
Neuron, 2023Touch and proprioception rely on the discriminative abilities of distinct classes of mechanosensory neurons. In this issue of Neuron, two studies1,2 provide evidence that biomechanical mechanisms and ultrastructural cellular specializations are key contributors in defining mechanoreceptor stimulus threshold and selectivity.
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Intelligent Feature Engineering for Cybersecurity
2019 IEEE International Conference on Big Data (Big Data), 2019Feature engineering and selection is a critical step in the implementation of any machine learning system. In application areas such as intrusion detection for cybersecurity, this task is made more complicated by the diverse data types and ranges presented in both raw data packets and derived data fields.
Paul Maxwell +2 more
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Reverse engineering feature models
Proceedings of the 33rd International Conference on Software Engineering, 2011Feature models describe the common and variable characteristics of a product line. Their advantages are well recognized in product line methods. Unfortunately, creating a feature model for an existing project is time-consuming and requires substantial effort from a modeler. We present procedures for reverse engineering feature models based on a crucial
Steven She +4 more
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Feature Selection and Feature Engineering
2019Feature selection and engineering are important steps in a machine learning pipeline and involves all the techniques adopted to reduce their dimensionality. Most of the time, these steps come after cleaning the dataset.
Hisham El-Amir, Mahmoud Hamdy
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1998
The notion of feature is widely used to denote the functional structure and visible properties of a software system. More specifically, features are meant to represent a user-centric organization of a software system's functionality. Yet, other than during requirements analysis, features are seldom treated explicitly by most existing tools and methods ...
Turner C. R. +3 more
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The notion of feature is widely used to denote the functional structure and visible properties of a software system. More specifically, features are meant to represent a user-centric organization of a software system's functionality. Yet, other than during requirements analysis, features are seldom treated explicitly by most existing tools and methods ...
Turner C. R. +3 more
openaire +2 more sources