Entropy in Real-World Datasets and Its Impact on Machine Learning

The topic of the reprint is very important nowadays, because ever-evolving machine learning techniques make it possible to obtain better real-world data. Therefore, this reprint contains information related to real data in fields such as automatic sign language translation, bike-sharing travel chara...

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Detaylı Bibliyografya
Materyal Türü:	Online
Dil:	İngilizce
Baskı/Yayın Bilgisi:	MDPI - Multidisciplinary Digital Publishing Institute 2023
Konular:	machine learning optical networks imbalanced data one-class classification entropy measure real-world data preprocessing decision table classification query set decision tree differential cryptanalysis metaheuristics symmetric block ciphers memetic algorithms DES simulated annealing COVID-19 vaccination agent-based modelling dynamic stochastic general equilibrium models scenario analyses validation of results stock index forecasting CEEMDAN ADF ARMA LSTM hybrid model classification measure quality of classification quality measure preference-driven classification fast iterative filtering parameter adaptive refined composite multiscale fluctuation-based dispersion entropy rotating machinery fault diagnosis short-term demand prediction bike-sharing travel characteristics analysis hybrid TCN-GRU model distributed data decision tables information systems decision trees decision rules tests reducts association rules Pawlak conflict analysis model independent data sources coalitions dispersed data length support greedy heuristics feature selection rough sets action units automatic translation sign language entropy of real data thema EDItEUR::K Economics, Finance, Business and Management::KN Industry and industrial studies::KNT Media, entertainment, information and communication industries::KNTX Information technology industries thema EDItEUR::U Computing and Information Technology::UY Computer science
Online Erişim:	ONIX_20230714_9783036578484_57
Etiketler:	Etiketle Etiket eklenmemiş, İlk siz ekleyin!

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ONIX_20230714_9783036578484_57

Entropy in Real-World Datasets and Its Impact on Machine Learning

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