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RLHNN: a reinforcement learning-enhanced hybrid neural network for public opinion short text classification
Article
Article
Hao Wei et al · PeerJ Inc · 2026 · ISSN 2376-5992
The widespread use of social media has led to the rapid generation of opinion-rich short texts, posing increasingly complex and high-variance challenges for public discourse analysis. These texts are typically informal, ...
LCC LCC:Electronic computers. Computer scienceIdioma English
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Open Access
Implementation of Lightweight Machine Learning Models for Real-time Text Classification on Resource-Constrained Devices
Article
Article
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...
LCC LCC:Electronic computers. Computer science; TENDOkluZm9ybWF0aW9uIHRlY2hub2xvZ3k~Idioma English
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Open Access
Transductive Text Classification With Concept Bipartite Graphs and LLM-Assisted Labeling
Article
Article
Vitor Vasconcelos de Oliveira et al · IEEE · 2026 · ISSN 2169-3536
Graph-based text classification has become an effective paradigm for modeling corpus-level structure, particularly under limited supervision. However, most existing approaches rely on document–word representations...
LCC LCC:Electrical engineering. Electronics. Nuclear engineeringIdioma English
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Material complementario
Assessing the impact of climate-induced biodiversity loss on respiratory health through text classification
Article
Article
Yuting Deng · Frontiers Media S.A · 2026 · ISSN 2296-2565
IntroductionThe complex interplay between environmental dynamics, biodiversity loss, and public health necessitates advanced methodologies for quantifying and interpreting their interactions. Respiratory health, highly s...
LCC LCC:Public aspects of medicineIdioma English
El enlace apunta a material asociado, anexos, tablas, datos o página complementaria. No se marca como libro/texto completo.
Material complementario
Classification, quality characteristics, sensory perception and texture prediction of wooden breast myopathy in broilers from Argentina
Article
Article
López, Tamara Anahí et al · Association of Food Scientists and Technologists of India · 2022 · ISSN 0022-1155
The objective of this study was to characterize the wooden breast (WB) myopathy in the poultry industry, and establish degrees of severity by analyzing the composition and important characteristics of meat quality. 175 c...
Idioma English
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Open Access
Classification of texts describing baseball batting results on Twitter using BERT
Article
Article
Kazuma Sakamoto et al · Society for Science and Technology · 2023 · ISSN 2186-4942
With the improvement of communication speeds and the spread of smartphones and IoT devices, there is an abundance of sports video content on the Internet, and users can watch game broadcasts and highlight videos without ...
LCC LCC:Technology (General)Idioma English
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Artificial intelligence driven context-aware biomedical information extraction model for multi-class disease condition classification using NLP with GPT-3
Article
Article
Sahar Mansour et al · Springer · 2026 · ISSN 1319-1578
Abstract Precise extraction of medical phenotypes and entities from electronic health record (EHR) text is vital for numerous clinical research tasks, including cohort classification, tracking temporal patterns in diseas...
LCC LCC:Electronic computers. Computer scienceIdioma English
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Open Access
Multimodal sentiment analysis: hybrid classification model with image and text feature descriptors
Article
Article
P. Vasanthi et al · Nature Portfolio · 2026 · ISSN 2045-2322
Abstract Understanding human emotions across multiple modalities such as text and images, is increasingly important for applications including content personalization, social media analysis, and Human–Computer Interact...
LCC LCC:Medicine; TENDOlNjaWVuY2U~Idioma English
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A DESCRIPTIVE PETROGRAPHY OF THE IGNEOUS ROCKS : INTRODUCTION, TEXTURES, CLASSIFICATIONS AND GLOSSARY/
Book
Book
JOHANNSEN, ALBERT · THE UNIVERSITY OF CHICAGO PRESS · 1931
Subjects / keywords: JOHANNSEN, ALBERT; THE UNIVERSITY OF CHICAGO PRESS; 552.1 J65d2
Influencia de las costras físicas y biológicas del suelo en el balance de agua en ecosistemas semiáridos
E-book
E-book
Chamizo de la Piedra, Sonia; Cantón Castilla, Yolanda; Domingo Poveda, Francisco · Editorial Universidad de Almería · 2012 · ISBN 9788416027354
In arid and semiarid areas, the interplant spaces are usually covered by physical and biological soil crusts. These crusts, though representing an almost negligible portion of the soil profile, have a number of crucial r...
Idioma Spanish
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Material complementario
Sentiment Classification of Bank Clients’ Reviews Written in the Polish Language
Article
Article
Adam Piotr Idczak · Lodz University Press · 2021 · ISSN 0208-6018
It is estimated that approximately 80% of all data gathered by companies are text documents. This article is devoted to one of the most common problems in text mining, i.e. text classification in sentiment analysis, whic...
LCC LCC:Marketing. Distribution of products; TENDOkZpbmFuY2U~Idioma English
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Open Access
NLP Implementation For AI Generated Text Detection (ChatGPT) Using Naive Bayes Method
Article
Article
Rafel Fernando et al · LPPM Universitas Bhinneka Nusantara · 2025 · ISSN 2303-1425
The development of artificial intelligence (AI) technology, especially large language models like ChatGPT, presents challenges related to the authenticity and validity of digital content. AI's ability to produce human-li...
LCC TENDOkdlbmVyYWwgV29ya3M~Idioma English
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Open Access
Application of Naive Bayes Algorithm for Analysis of User Reviews on Mobile Legends Game: Bang Bang
Article
Article
Al-Muchlis Syachrul Ramadani Roba et al · LPPM Universitas Bhinneka Nusantara · 2025 · ISSN 2303-1425
Mobile Legends: Bang Bang is a highly popular MOBA game, especially among students, which generates a large volume of user reviews on the Google Play Store. These reviews provide a valuable data source for understanding ...
LCC TENDOkdlbmVyYWwgV29ya3M~Idioma English
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Material complementario
Classification of Software Systems attributes based on quality factors using linguistic knowledge and machine learning: A review.
Article
Article
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...
LCC TENDOkVkdWNhdGlvbg~~; LCC:Science (General)Idioma English
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Open Access
Classification of health product defect reports by deep learning
Article
Article
Vicente Sancenon et al · Nature Portfolio · 2026 · ISSN 2045-2322
Abstract Quality defects in substandard medicines represent a threat to public health. Rapid and accurate identification of these defects is critical to prioritise the cases and implement regulatory measures. However, th...
LCC LCC:Medicine; TENDOlNjaWVuY2U~Idioma English
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Open Access
Text dependent speaker identification system based on deep learning
Article
Article
Qasim Mahmood et al · University of Mosul, College of Education for Pure Science · 2021 · ISSN 1812-125X
Speaker identification techniques are one of those most advanced modern technologies and there are many different systems had been developed, from methods that used to extract characteristics and classification. The appl...
LCC TENDOkVkdWNhdGlvbg~~; LCC:Science (General)Idioma English
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Open Access
Texture Feature Extraction Using Tamura Descriptors and Scale-Invariant Feature Transform
Article
Article
Hasan Maher Ahmed · University of Mosul, College of Education for Pure Science · 2023 · ISSN 1812-125X
The ability to recognize and distinguish between various textures in an image is made possible by feature extraction, which is a fundamental step in computer vision and image processing. Traditional methods of texture an...
LCC TENDOkVkdWNhdGlvbg~~; LCC:Science (General)Idioma English
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Open Access
An Empirical Evaluation of Machine Learning Methods and Text Classifiers for Sentiment Analysis of Online Consumer Reviews
Article
Article
Pei Qin Lo et al · MMU Press · 2026 · ISSN 2821-370X
This study aims to identify the best predictive model for analysing online product reviews (OPRs) in the electronics industry, with a secondary focus on leveraging unstructured customer feedback to support product improv...
LCC LCC:Electronic computers. Computer science; TENDOkluZm9ybWF0aW9uIHRlY2hub2xvZ3k~Idioma English
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Open Access
Comparison of Feature Extraction Methods for Conducting Sentiment Classification in Ternate Malay Language using Machine Learning Approaches
Article
Article
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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Open Access
Improving Diagnostic Accuracy on Prescription Text Data Using SMOTE-Optimized SVM
Article
Article
Linda Perdana Wanti et al · Ikatan Ahli Informatika Indonesia · 2026 · ISSN 2580-0760
Disease classification based on drug prescription data plays a crucial role in helping healthcare professionals understand patient health conditions and supporting clinical decision-making. Drug prescription data actuall...
LCC TENDOlN5c3RlbXMgZW5naW5lZXJpbmc~; TENDOkluZm9ybWF0aW9uIHRlY2hub2xvZ3k~Idioma English
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Open Access
Digital Archive Classification Performance Analysis Using a Decision Tree Based on TF-IDF Features
Article
Article
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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Open Access
Distinguish Some Textile Defects by Adopting Image Processing Methods and Intelligence Techniques
Article
Article
Iman Mohammed et al · University of Mosul, College of Education for Pure Science · 2019 · ISSN 1812-125X
The automatic control of the fabric is one of the important steps in the spinning and weaving industry in order to preserve the quality of the fabric. The manual methods have been used for decades to control the product ...
LCC TENDOkVkdWNhdGlvbg~~; LCC:Science (General)Idioma English
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Open Access
Enhanced weather classification using xception with SENet and attention mechanisms
Article
Article
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...
LCC TENDOkVudmlyb25tZW50YWwgc2NpZW5jZXM~Idioma English
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Open Access
Enhancing educational assessment through automated question classification using a RoBERTa-based ensemble model
Article
Article
Muhammad Hamid et al · Nature Portfolio · 2026 · ISSN 2045-2322
Abstract Classifying exam questions using Bloom’s Taxonomy is a critical task in education. However, performing this classification manually is often inefficient, prone to subjective errors and demands significant time...
LCC LCC:Medicine; TENDOlNjaWVuY2U~Idioma English
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Open Access
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