NODOVOX | Discovery

Classification of Nutritional Status of Toddlers on Imbalanced Data Using SMOTE with Decision Tree and Random Forest Models

Article

Classification of Nutritional Status of Toddlers on Imbalanced Data Using SMOTE with Decision Tree and Random Forest Models

Firda Fadri et al · Universitas Jember · 2026 · ISSN 2339-0069

Nutritional status of toddlers was considered a key indicator for assessing nutritional problems among children. According to the Banyuwangi Regency Health Profile, the prevalence of undernutrition based on the weight-fo...

LCC TENDOlNjaWVuY2U~; LCC:Engineering (General). Civil engineering (General)Idioma ind

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Classification of Software Systems attributes based on quality factors using linguistic knowledge and machine learning: A review.

Article

Classification of Software Systems attributes based on quality factors using linguistic knowledge and machine learning: A review.

Abdulrhman Ali et al · University of Mosul, College of Education for Pure Science · 2022 · ISSN 1812-125X

Both The functionality and the non-functionality for what the system does as well as doesn't of software systems requirements are documented in a Software Requirements Specification (SRS). Moreover in requirements engin...

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Classification based on dynamic mode decomposition applied to brain recognition of context

Article

Classification based on dynamic mode decomposition applied to brain recognition of context

Martínez, Sebastián et al · RI ITBA · 2021 · ISSN 0960-0779

"Local Field Potentials (LFPs) are easy to access electrical signals of the brain that represent the summation in the extracellular space, of currents originated within the neurons. As such, LFPs could contain infor mati...

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Classification changes in para swimming and their impact on the Czech Para Swimming Team

Article

Classification changes in para swimming and their impact on the Czech Para Swimming Team

Vít Šašek et al · Karolinum Press · 2022 · ISSN 1212-1428

This aim of this article is to describe up-to-date polices and main classification issues in Paralympic sport with focus on Paralympic swimming. Using narrative review, it determines the influence of recent classificatio...

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Estudio y adaptación del Self-Directed Search form R (SDS) y del Position Classification Inventory (PCI) a la población española

E-book

Estudio y adaptación del Self-Directed Search form R (SDS) y del Position Classification Inventory (PCI) a la población española

Martínez Vicente, José Manuel; Valls Fernández, D. Federico · Editorial Universidad de Almería · 2001 · ISBN 9788482404790

Subjects / keywords: Psicología; Psicología del Desarrollo; Adolescencia

Idioma Spanish

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A 10-year cesarean section rate analysis in a Brazilian referral maternity hospital using the Robson's ten group classification system

Article

A 10-year cesarean section rate analysis in a Brazilian referral maternity hospital using the Robson's ten group classification system

Maria Laura Alves de Melo Silva et al · Federação Brasileira das Sociedades de Ginecologia e Obstetrícia · 2025 · ISSN 0100-7203

Abstract Objective: The Robson Ten Group Classification System categorizes women into groups based on obstetric characteristics. For each group there is a suggested cesarean section rate. Robson Ten Group Classification...

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A Hybrid Undersampling-SMOTE Method for Imbalanced Big Data Classification

Article

A Hybrid Undersampling-SMOTE Method for Imbalanced Big Data Classification

Shaymaa Ahmed Razoqi et al · University of Mosul, College of Education for Pure Science · 2023 · ISSN 1812-125X

Imbalanced data is an important issues and challenges faced in data classification. This will lead to poor performance of binary classifiers, this is due to bias in classification in favour of the majority class and lack...

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A dynamic approach to FMEA–RPN risk classification: comparing with the classical FMEA method

Article

A dynamic approach to FMEA–RPN risk classification: comparing with the classical FMEA method

Mufide Narli · Nofer Institute of Occupational Medicine · 2026 · ISSN 0465-5893

Background Failure mode and effects analysis (FMEA) uses risk priority numbers (RPNs) based on 3 parameters to classify risks. Risk analysis methods use thresholds to determine risk. These class intervals do not account ...

LCC LCC:Public aspects of medicineIdioma English

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A hybrid transformer model with supervised contrastive loss for automatic music classification

Article

A hybrid transformer model with supervised contrastive loss for automatic music classification

Tingting Zhuang et al · Elsevier · 2026 · ISSN 1110-0168

With the rapid expansion of the digital music industry, streaming platforms are required to efficiently and accurately classify massive music collections to support personalized recommendation, content organization, and ...

LCC LCC:Engineering (General). Civil engineering (General)Idioma English

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A molecular phylogeny and classification of Verbenaceae

Article

A molecular phylogeny and classification of Verbenaceae

Marx, Hannah E. et al · Botanical Society of America · 2010 · ISSN 1647-1663

Premise of the study: Verbenaceae consist of trees, shrubs, lianas, and herbs distributed primarily in Latin America, where they occur in a wide array of ecosystems. A second center of diversity exists in Africa. Competi...

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An open-source clinical case dataset for medical image classification and multimodal AI applications

Article

An open-source clinical case dataset for medical image classification and multimodal AI applications

Nievas Offidani, Mauro et al · Multidisciplinary Digital Publishing Institute · 2025 · ISSN 2306-5729

High-quality, openly accessible clinical datasets remain a significant bottleneck in advancing both research and clinical applications within medical artificial intelligence. Case reports, often rich in multimodal clinic...

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Assessing a farmer-based soil classification system vis-à-vis USDA soil taxonomy suborders in Kamuli District, Uganda

Article

Assessing a farmer-based soil classification system vis-à-vis USDA soil taxonomy suborders in Kamuli District, Uganda

Francis Akitwine et al · Frontiers Media S.A · 2026 · ISSN 2813-3005

Based on 5 years of integrated pedological work in Kamuli District, this study examines how farmers in three villages understand and classify soils. The farmers' knowledge was documented through a participatory approach ...

LCC LCC:Production management. Operations managementIdioma English

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Comparison Study Of Packet Classification Algorithms In Wired Networks

Article

Comparison Study Of Packet Classification Algorithms In Wired Networks

Marwan Salim Mahmoud et al · University of Mosul, College of Education for Pure Science · 2012 · ISSN 1812-125X

ABSTRACT The packet classification technique play an important role for many internet advanced services that require the capability to distinguish traffic in different flows, such as routers and security services like fi...

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Comparison of Feature Extraction Methods for Conducting Sentiment Classification in Ternate Malay Language using Machine Learning Approaches

Article

Comparison of Feature Extraction Methods for Conducting Sentiment Classification in Ternate Malay Language using Machine Learning Approaches

Satria Dwi Surya et al · Department of Electrical Engineering, Faculty of Engineering, Universitas Khairun · 2024 · ISSN 2354-8924

Local people in Ternate, North Maluku, often use local languages to communicate on social media. This poses a challenge for newcomers to understand the implied meaning and emotions of the messages conveyed through social...

LCC LCC:Electrical engineering. Electronics. Nuclear engineeringIdioma English

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Comparison of K-Nearest Neighbor Classification Methods and Support Vector Machine in Predicting Students’ Study Period.

Article

Comparison of K-Nearest Neighbor Classification Methods and Support Vector Machine in Predicting Students’ Study Period.

Enggar Novianto et al · University of Mosul, College of Education for Pure Science · 2024 · ISSN 1812-125X

State Universities and Private Universities compete fiercely to produce quality students in line with the development of the world of education in Indonesia. Universities strive to improve quality and provide the best ed...

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Design and Development of Drug Formulation Classification Information System

Article

Design and Development of Drug Formulation Classification Information System

Retno Agus Setiawan et al · Lembaga Penelitian dan Pengabdian kepada Masyarakat · 2024 · ISSN 0216-9495

The increasing complexity of pharmaceutical management in pharmacies demands efficient systems to streamline drug classification and inventory control. As pharmacies handle a diverse range of formulations, including tabl...

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Digital Archive Classification Performance Analysis Using a Decision Tree Based on TF-IDF Features

Article

Digital Archive Classification Performance Analysis Using a Decision Tree Based on TF-IDF Features

Joko Handoyo et al · Cadi Ayyad University · 2026 · ISSN 2737-8543

The management of digital archives at PT LNS Indonesia faces inefficiencies due to the absence of an automatic classification system, forcing employees to manually inspect file names. This leads to slow document retrieva...

LCC LCC:Electronic computers. Computer scienceIdioma English

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EU FADN farm classification: first experience of Ukraine in a European perspective

Article

EU FADN farm classification: first experience of Ukraine in a European perspective

L. O. Yashchenko et al · National Academy of Statistics, Accounting and Audit · 2025 · ISSN 2519-1853

The article analyzes the typology of agricultural holdings within the Farm Accountancy Data Network (FADN) and its impact on the formation of the common agricultural policy. The study emphasizes the importance of FADN as...

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Efeito da classificação dos ovos sobre a uniformidade, o desempenho e o rendimento de abate de frangos de corte Effect of egg classification prior to setting on broiler chicken uniformity, performance and meat yields

Article

J.S.R. Rocha et al · Universidade Federal de Minas Gerais, Escola de Veterinária · 2008 · ISSN 0102-0935

Avaliou-se a influência da classificação dos ovos no incubatório sobre a uniformidade, o desempenho e o rendimento de abate dos frangos de corte, utilizando-se 140 machos e 140 fêmeas nascidos de cada um dos seguint...

LCC LCC:Animal cultureIdioma English

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Enhanced weather classification using xception with SENet and attention mechanisms

Article

Enhanced weather classification using xception with SENet and attention mechanisms

Gunjan Shandilya et al · Frontiers Media S.A · 2026 · ISSN 2296-665X

IntroductionWeather classification plays a crucial role in applications such as environmental monitoring, disaster management, and smart city infrastructure. Accurate and efficient classification of weather conditions fr...

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Exploring Obstetrical Interventions and Stratified Cesarean Section Rates Using the Robson Classification in Tertiary Care Hospitals in the United Arab Emirates

Article

Exploring Obstetrical Interventions and Stratified Cesarean Section Rates Using the Robson Classification in Tertiary Care Hospitals in the United Arab Emirates

Mahera Abdulrahman et al · Federação Brasileira das Sociedades de Ginecologia e Obstetrícia · 2019 · ISSN 0100-7203

Abstract Objective The objective of the present study was to explore obstetric management in relation to clinical, maternal and child health outcomes by using the Robson classification system. Methods Data was collec...

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Feature stabilization in convolutional neural networks using Proportional Integral Controller for lung nodule classification

Article

Feature stabilization in convolutional neural networks using Proportional Integral Controller for lung nodule classification

V. Sangeetha et al · Frontiers Media S.A · 2026 · ISSN 2624-8212

IntroductionReliable classification of lung nodules from computed tomography (CT) images remains a challenging problem due to variations in image intensity, noise, and unstable feature representations during deep network...

LCC LCC:Electronic computers. Computer scienceIdioma English

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Gestational Risk as a Determining Factor for Cesarean Section according to the Robson Classification Groups

Article

Gestational Risk as a Determining Factor for Cesarean Section according to the Robson Classification Groups

Karina Biaggio Soares et al · Federação Brasileira das Sociedades de Ginecologia e Obstetrícia · ISSN 0100-7203

Abstract Objective To analyze and compare the frequency of cesarean sections and vaginal deliveries through the Robson Classification in pregnant women attended at a tertiary hospital in two different periods. Methods...

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Implementation of Lightweight Machine Learning Models for Real-time Text Classification on Resource-Constrained Devices

Article

Implementation of Lightweight Machine Learning Models for Real-time Text Classification on Resource-Constrained Devices

Marwah Zaid Mohammed Al-Helali et al · MMU Press · 2025 · ISSN 2821-370X

This paper addresses the growing need for implementing intelligent Natural Language Processing (NLP) systems on low-power, memory-limited devices such as Raspberry Pi, mobile phones, and IoT edge hardware. As edge comput...

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3D scan-based classification of Chinese young female hand morphology

ISSN: 20452322 · Publisher / source: Nature

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A classification model based on G protein-coupled estrogen receptor binding affinity: development and validation

ISSN: 10048456 · Publisher / source: The Editorial Office of Chinese Journal of Food Hygiene

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3D scan-based classification of Chinese young female hand morphology

A classification model based on G protein-coupled estrogen receptor binding affinity: development and validation