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searching for Feature engineering 18 found (224 total)

Phase stretch transform (1,769 words) [view diff] exact match in snippet view article find links to article

digital images and temporal (time series) data. It is a physics-based feature engineering algorithm. Here the principle is described in the context of feature

Apache SystemDS (983 words) [view diff] exact match in snippet view article find links to article

for data preprocessing including data cleaning, augmentation and feature engineering techniques, new ML algorithms, and model debugging. Several methods

DataStax (1,834 words) [view diff] exact match in snippet view article find links to article

"AI feature engineering is focus as DataStax acquires Kaskada". venturebeat.com. Retrieved December 1, 2023. "DataStax extends AI feature engineering with

Data cleansing (2,658 words) [view diff] exact match in snippet view article find links to article

Tavazzi E (December 2022). "Eleven quick tips for data cleaning and feature engineering". PLOS Computational Biology. 18 (12): e1010718. Bibcode:2022PLSCB

Handwriting recognition (2,313 words) [view diff] exact match in snippet view article find links to article

techniques that are able to learn visual features, avoiding the limiting feature engineering previously used. State-of-the-art methods use convolutional networks

C.AR (automobiles) (306 words) [view diff] exact match in snippet view article

The 1976 Arco (C.AR) Iaspis was supposed to feature engineering innovations and combine "family" with "sports" character; however, it was an uninspired

Species distribution modelling (2,208 words) [view diff] case mismatch in snippet view article find links to article

Sylaios, Georgios (2020-12-13). "Species Distribution Modelling via Feature Engineering and Machine Learning for Pelagic Fishes in the Mediterranean Sea"

List of .NET libraries and frameworks (2,763 words) [view diff] exact match in snippet view article find links to article

learning library. The preview release of ML.NET included transforms for feature engineering like n-gram creation, and learners to handle binary classification

Parallel coordinates (1,639 words) [view diff] exact match in snippet view article find links to article

a good axis arrangement requires the use of experimentation and feature engineering. To explore more relationships, axes may be reordered or restructured

X-ray reflectivity (2,455 words) [view diff] exact match in snippet view article find links to article

data: automated analysis using mlreflect, experimental errors and feature engineering". Journal of Applied Crystallography. 55 (2): 362–369. doi:10

Isolation forest (4,550 words) [view diff] case mismatch in snippet view article find links to article

using misclassified transactions could improve recall and precision. Feature Engineering: Adding transaction metadata, such as merchant location and transaction

Stylometry (6,675 words) [view diff] exact match in snippet view article find links to article

is specific to an author's style, but they also rely on judicious feature engineering for the same reasons as more traditional models. Adversarial stylometry

Whitworth Society (919 words) [view diff] no match in snippet view article find links to article

mechanical engineering awards "Professional Engineer / IMechE Article: FEATURE: Engineering hero and Victorian visionary Sir Joseph Whitworth". Whitworth Award

Explainable artificial intelligence (7,825 words) [view diff] exact match in snippet view article find links to article

comparative performances to deep learning models and that both traditional feature engineering and deep feature learning approaches rely on simple characteristics

Optical music recognition (3,495 words) [view diff] exact match in snippet view article find links to article

shifted from imperative programming with hand-crafted heuristics and feature engineering towards machine learning. In optical music recognition, the staff

Educational data mining (3,425 words) [view diff] case mismatch in snippet view article find links to article

En-Syu; McKenzie, Todd; Lou, Jing-Kai; Hsieh, Hsun-Ping (2010). "Feature Engineering and Classifier Ensemble for KDD Cup 2010" (PDF). DataShop. Archived

Networked-loan (3,353 words) [view diff] exact match in snippet view article find links to article

on contagion chains, which no longer requires expensive handcraft feature engineering or sophisticated financial knowledge. Then, the DRL agent uses the

PhyCV (1,403 words) [view diff] case mismatch in snippet view article find links to article

dispersive Fourier transform Phase stretch transform Physics-based Feature Engineering. Jalali et al. Optics, Photonics and Laser Technology, 2019 Time-stretched