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Automated feature engineering for HTTP tunnel detection [PDF]

Computers and Security, 2016
Generating discriminative input features is a key requirement for achieving highly accurate classifiers. The process of generating features from raw data is known as feature engineering and it can take significant manual effort.
Ernest Foo
exaly   +3 more sources

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Principles, research status, and prospects of feature engineering for data-driven building energy prediction: A comprehensive review

Journal of Building Engineering, 2022
zeyu Wang, Hongping Yuan, Ravi S Srinivasan   +2 more
exaly  

Learning Text-image Joint Embedding for Efficient Cross-modal Retrieval with Deep Feature Engineering

ACM Transactions on Information Systems, 2022
Zhongwei Xie, Yanzhao Wu, Ling Liu
exaly  

A neuralized feature engineering method for entity relation extraction

Neural Networks, 2021
Yongbin Qin, Qinghua Zheng
exaly  

FeatureEnVi: Visual Analytics for Feature Engineering Using Stepwise Selection and Semi-Automatic Extraction Approaches

IEEE Transactions on Visualization and Computer Graphics, 2022
Andreas Kerren, Kostiantyn Kucher, Rafael Martins   +2 more
exaly  

Three-dimensional point cloud data subtle feature extraction algorithm for laser scanning measurement of large-scale irregular surface in reverse engineering

Measurement: Journal of the International Measurement Confederation, 2020
Hairong Fang, Yuefa Fang, Yi Yang
exaly  

A novel aging characteristics-based feature engineering for battery state of health estimation

Energy, 2023
Xiaojia Su, Linjing Zhang, Weige zhang
exaly  

Feature Selection Engineering for Credit Risk Assessment in Retail Banking

Information (Switzerland), 2023
Jaber JEMAI
exaly  

On the feature engineering of building energy data mining

Sustainable Cities and Society, 2018
Chuan Zhang, Liwei Cao, Alessandro Romagnoli   +2 more
exaly  

Targeted Twitter Sentiment Analysis for Brands Using Supervised Feature Engineering and the Dynamic Architecture for Artificial Neural Networks

Journal of Management Information Systems, 2016
Manoochehr Ghiassi, David Zimbra
exaly