Improving Pipelining Tools for Pre-processing Data
نویسندگان
چکیده
منابع مشابه
Selective Pre-processing of Imbalanced Data for Improving Classification Performance
The paper discusses problems of constructing classifiers from imbalanced data. Re-sampling approaches that change the original class distribution are often used to improve performance of classifiers for the minority class. We describe a new approach to selective pre-processing of imbalanced data which combines local over-sampling of the minority class with filtering difficult examples from majo...
متن کاملAnalysis of Pre-processing and Post-processing Methods and Using Data Mining to Diagnose Heart Diseases
Today, a great deal of data is generated in the medical field. Acquiring useful knowledge from this raw data requires data processing and detection of meaningful patterns and this objective can be achieved through data mining. Using data mining to diagnose and prognose heart diseases has become one of the areas of interest for researchers in recent years. In this study, the literature on the ap...
متن کاملVCLab's Tools for 3D range data processing
Post-processing of 3D scanned data is still the bottleneck for a wider diffusion of this technology. In this paper we describe our second generation tools for processing 3D scanned data. In particular, our tools support: range maps alignment, range maps merge (or fusion), mesh simplification and color attribute management. This software package has been implemented by scratch and encompasses bo...
متن کاملNonparametric Pre-processing Methods and Inference Tools for Analyzing Time-of-flight Mass Spectrometry Data
Anestis Antoniadis∗ , Sophie Lambert-Lacroix and Frédérique Letué, Laboratoire IMAG-LMC, University Joseph Fourier, BP 53, 38041 Grenoble Cedex 9, France and Jérémie Bigot University Paul Sabatier, Toulouse, France. Abstract The objective of this paper is to contribute to the methodology available for extracting and analyzing signal content from protein mass spectrometry data. Data from MALDI-T...
متن کاملPipelining Software and Services for Language Processing
This chapter reports on our experiences with combining two different platforms in natural language processing research, i.e. Heart of Gold and the Language Grid, to provide more language resources available on the Web. Heart of Gold is known as middleware architecture for pipelining deep and shallow natural language processing components. The Language Grid is one of the service grid infrastruct...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: International Journal of Interactive Multimedia and Artificial Intelligence
سال: 2022
ISSN: ['1989-1660']
DOI: https://doi.org/10.9781/ijimai.2021.10.004