Results 151 to 160 of about 371,575 (291)

Naive Bayes Classifier based Arabic document categorization

open access: yes, 2010
Text Categorization aims to assign an electronic document to one or more categories based on its contents. Due to the rapid growth of the number of online Arabic documents, the information libraries and Arabic document corpus, automatic Arabic document ...
Elmougy, S.   +3 more
core  

Serum elemental profile‐based machine learning models for Alzheimer's disease identification and cognitive score prediction

open access: yesNeuroprotection, EarlyView.
Serum elemental profiling combined with machine learning supports exploratory Alzheimer's disease (AD) identification and cognitive score prediction. In this retrospective cross‐sectional study, 874 participants from the BANC‐PUMC, including cognitively normal controls and patients with AD, were analyzed.
Haotian Liu   +6 more
wiley   +1 more source

Exploring eco‐evolutionary and temporal patterns of arbuscular mycorrhizal fungal communities colonizing Sorghum bicolor across sites of contrasting land use history and climate

open access: yesPLANTS, PEOPLE, PLANET, EarlyView.
Sorghum bicolor is a globally important cereal crop with annual yields exceeding 50 million tons across more than 100 countries and can be grown on marginal lands where conventional agriculture is limited. We examined how eight genetically diverse sorghum genotypes shaped arbuscular mycorrhizal fungal (AMF) community assembly across two contrasting ...
Philip Brailey‐Crane   +8 more
wiley   +1 more source

Analisis Akurasi Algoritma Naïve Bayes pada Klasifikasi Dokumen Berkategori

open access: yes, 2013
Nowadays, the growth and spread of information in online document sare very quick. Thus, it requires a good management of information from a collection of text documents to facilitate the search for relevant information needed.
Yanti, Dewi
core  

Dietary Flavonoid Hyperoside Ameliorates High‐Fat Diet‐Induced Type 2 Diabetes Mellitus by Enhancing Brown Adipose Tissue Thermogenesis, White Adipose Tissue Browning, and Gut Microbiota Remodeling

open access: yesPhytotherapy Research, EarlyView.
Hyperoside ameliorates metabolic dysfunction in high‐fat diet‐induced type 2 diabetic mice, accompanied by enhanced brown adipose tissue thermogenic activity, inguinal white adipose tissue browning‐related changes, reduced M1 macrophage polarization, and gut microbiota remodeling.
WeiFeng Cai   +7 more
wiley   +1 more source

Not All Missing Data are Equal: Choosing the Right Imputation Method for Binary Datasets

open access: yesQuality and Reliability Engineering International, EarlyView.
ABSTRACT Missing binary predictors are common in reliability, quality control, and industrial decision systems, yet imputation methods are often chosen by convenience rather than evidence. We conduct a Monte Carlo study comparing mode substitution, sequential hot‐deck, missForest, MICE, and KNN with three neighbourhood sizes under MCAR, MAR, and MNAR ...
Manuel Delfino, Fabio Rapallo
wiley   +1 more source

Stair‐Climbing Wheelchairs for Enhanced Mobility: A Comprehensive Review of Fundamental Mechanisms, Design Concepts, and Performance Analysis

open access: yesJournal of Field Robotics, EarlyView.
ABSTRACT People with physical disabilities face significant mobility challenges while climbing uneven surfaces and staircases. In these circumstances, traditional wheelchairs do not provide stable, safely controlled mobility, underscoring the importance of building superior stair‐climbing wheelchairs for both medical and infrastructure purposes.
Gopisetti Manikanta   +10 more
wiley   +1 more source

Identifikasi citra sidik jari menggunakan metode interpolasi nearest neighbour, principal component analysis, dan naive bayes classifier [PDF]

open access: yes, 2015
INDONESIA: Teknologi biometrik sidik jari merupakan salah satu teknologi biometrik yang penting dan memiliki keunikan yang berbeda antara manusia satu dengan yang lainnya.
Musfiroh, Musfiroh
core  

Artificial Intelligence for Blue Transformation: A Review of Predictive Modeling and Decision Support Systems in Sustainable Aquaculture

open access: yesSustainable Development, EarlyView.
ABSTRACT The FAO's “blue transformation” roadmap necessitates a fundamental shift towards precision aquaculture to meet global food security targets while minimizing environmental footprints. This review provides a comprehensive overview of how artificial intelligence (AI) and decision support systems (DSS) serve as pivotal enablers for the “better ...
Mustafa Öz, Enes Üstüner
wiley   +1 more source

Naive Bayes vs. Decision Trees vs. Neural Networks in the Classification of Training Web Pages [PDF]

open access: yes, 2009
Web classification has been attempted through many different technologies. In this study we concentrate on the comparison of Neural Networks (NN), Naïve Bayes (NB) and Decision Tree (DT) classifiers for the automatic analysis and classification of ...
G. STONE, Roger   +5 more
core  

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