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Machine Learning and Data Mining
This chapter describes basic principles of machine learning and data mining. Main focus will be on the empirical concept learning from data. We will review the most popular machine learning methods
IN - Informatika
- 2011 •
- C
Rok uplatnění
C - Kapitola v odborné knize
Comparison of Controlled Undersampling Methods for Machine Learning
of the methods as they cooperate with several supervised machine-learning techniques overData reduction is an important preprocessing operation for Machine Learning to learn from large datasets, ...
Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
- 2024 •
- D •
- Link
Rok uplatnění
D - Stať ve sborníku
Výsledek na webu
Distributed framework for testing machine learning methods
This work briefly describes problematic of testing and comparing machine learning methods. Main focus of this paper is description of createt framework that allows to automate testing of machine learning <...
JA - Elektronika a optoelektronika, elektrotechnika
- 2016 •
- D
Rok uplatnění
D - Stať ve sborníku
Adaptive features of machine learning methods.
This paper gives a survey of (symbolic) machine learning methods, that exhibit significant features of adaptivity. The paper discussed incremental learning, learning in dynamically changing domains, knowle...
JD - Využití počítačů, robotika a její aplikace
- 2002 •
- D
Rok uplatnění
D - Stať ve sborníku
A Priori and A Posteriori Machine Learning and Nonlinear Artificial Neural Networks
The main idea of a priori machine learning is to apply a machine learning method on a machine learning problem itself. We call it ``a priori'' because how posterior machine l...
JD - Využití počítačů, robotika a její aplikace
- 2010 •
- Jx
Rok uplatnění
Jx - Nezařazeno - Článek v odborném periodiku (Jimp, Jsc a Jost)
Plastic Waste Categorisation using Machine Learning Methods-Metals Contaminations
lecture: Plastic Waste Categorisation using Machine Learning Methods-Metals Contaminations. 6th International Conference on Smart and Sustainable Technologies (SpliTech 2021), Split and Bol, Croatia......
Energy and fuels
- 2021 •
- O •
- Link
Rok uplatnění
O - Ostatní výsledky
Výsledek na webu
Application of Topological Data analysis Methods in Machine Learning based TCR Specificity Prediction Models
Abstract on topic Application of Topological Data analysis Methods in Machine Learning based TCR Specificity Prediction Models......
Biochemistry and molecular biology
- 2019 •
- O
Rok uplatnění
O - Ostatní výsledky
A Comparative Study of Machine Learning Methods for Detection of Fake Online Consumer Reviews
reviews. Machine learning methods have become a critical tool to automatically-of-the-art deep learning approaches with traditional machine learning methods is to examine the performance...
Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
- 2019 •
- D •
- Link
Rok uplatnění
D - Stať ve sborníku
Výsledek na webu
The use of classification algorithms of machine learning methods for spatial modeling
Věeobecné SVM algorithms and machine learning are used in solid modeling. Access by SVM to evaluate terrain landslide risk is just one of many possible research in thisarea face. That is why the issue is probably the use of mach...
DE - Zemský magnetismus, geodesie, geografie
- 2011 •
- C
Rok uplatnění
C - Kapitola v odborné knize
Automatic Creation of Machine Learning Workflows with Strongly Typed Genetic Programming
for much larger workflows. Additionally, we added new machine learning methodsManual creation of machine learning ensembles is a hard and tedious task which-ML algorithm which uses genetic programming to ...
Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
- 2017 •
- Jimp •
- Link
Rok uplatnění
Jimp - Článek v periodiku v databázi Web of Science
Výsledek na webu
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