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85 resultados encontrados.

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Active Fault Tolerant Nonsingular Terminal Sliding Mode Control for Electromechanical System Based on Support Vector Machine
Artículo
Acceso abierto Artículo DOAJ
Jian Hu et al · KeAi Communications Co., Ltd · 2024 · ISSN 2192-8258
Abstract Effective fault diagnosis and fault-tolerant control method for aeronautics electromechanical actuator is concerned in this paper. By borrowing the advantages of model-driven and data-driven methods, a fault tol...
LCC LCC:Ocean engineering; TENDOk1lY2hhbmljYWwgZW5naW5lZXJpbmcgYW5kIG1hY2hpbmVyeQ~~Idioma eng
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Open Access
Analisis Sentimen Analisis Sentimen Terhadap Twitter Direktorat Jenderal Bea dan Cukai Menggunakan komparasi Algoritma Naïve Bayes dan Support Vector Machine
Artículo
Acceso abierto Artículo DOAJ
Dedi Dwi Saputra et al · LPPM Universitas Bhinneka Nusantara · 2024 · ISSN 2303-1425
Direktorat Jenderal Bea & Cukai (DJBC) merupakan lembaga instansi pemerintah yang bertugas mengawal dan melayani kegiatan ekspor dan import di Indonesia sejak berdiri pada tahun 1946 yang diharapkan oleh masyarakat sebag...
LCC TENDOkdlbmVyYWwgV29ya3M~Idioma eng
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Open Access
Detecting Black Hole Attack using Support Vector Machine with XGBoosting in Mobile Ad-Hoc Networks
Artículo
Acceso abierto Artículo DOAJ
Anhar Al Madani et al · MMU Press · 2025 · ISSN 2821-370X
Mobile Ad-Hoc Networks (MANET) is a type of ad-hoc networks which use less infrastructure, that means the nodes in this network forward the massages without the need of infrastructure such as routers, switches etc. One o...
LCC LCC:Electronic computers. Computer science; TENDOkluZm9ybWF0aW9uIHRlY2hub2xvZ3k~Idioma eng
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Open Access
Evaluation of Support Vector Machine and Random Forest Models for EMG-Based Knee Motion Phase Classification
Artículo
Material complementario disponible Artículo DOAJ
Ing Teck Phang et al · IEEE · 2026 · ISSN 2169-3536
Knee-related conditions, such as anterior cruciate ligament injuries and meniscal ruptures, significantly affect mobility and quality of life. Although range-of-motion exercises are important for rehabilitation, interpre...
LCC LCC:Electrical engineering. Electronics. Nuclear engineeringIdioma eng
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Back analysis of permeability coefficient of high core rockfill dam based on particle swarm optimization and support vector machine
Artículo
Material complementario disponible Artículo DOAJ
NI Sha-sha , CHI Shi-chun · Editorial Office of Chinese Journal of Geotechnical Engineering · 2017 · ISSN 1000-4548
It is important to determine the seepage field parameters of high earth-rock-fill dam using the observed seepage data during operation period. For Nuozhadu core rockfill dam, the training samples are produced for saturat...
LCC LCC:Engineering geology. Rock mechanics. Soil mechanics. Underground constructionIdioma eng
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Comparison of K-Nearest Neighbor Classification Methods and Support Vector Machine in Predicting Students’ Study Period.
Artículo
Acceso abierto Artículo DOAJ
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...
LCC TENDOkVkdWNhdGlvbg~~; LCC:Science (General)Idioma eng
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Open Access
Machine learning-based analysis of prognostic factors in patients with tuberculous meningitis
Artículo
Acceso abierto Artículo DOAJ
Haiyan Li et al · BMC · 2026 · ISSN 1471-2334
Abstract Objective Machine learning-based approaches were applied to explore prognostic risk factors for patients with tuberculous meningitis (TBM) and develop a risk prediction model for their 1-year post-treatment poor...
LCC TENDOkluZmVjdGlvdXMgYW5kIHBhcmFzaXRpYyBkaXNlYXNlcw~~Idioma eng
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Open Access
Machine learning algorithms for identifying tuberculous pericardial effusion: insights from a retrospective study in Vietnam
Artículo
Acceso abierto Artículo DOAJ
Hai Phuong Nguyen Tran et al · BMC · 2026 · ISSN 1472-6947
Abstract Background Tuberculous pericardial effusion (TPE) presents significant diagnostic challenges due to its nonspecific clinical presentation and similarities with other types of pericardial effusion. The available ...
LCC TENDOkNvbXB1dGVyIGFwcGxpY2F0aW9ucyB0byBtZWRpY2luZS4gTWVkaWNhbCBpbmZvcm1hdGljcw~~Idioma eng
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Open Access
Machine learning-based identification of inflammatory biomarkers for predicting pulmonary consolidation in children with Chlamydia pneumoniae infection
Artículo
Acceso abierto Artículo DOAJ
Qianqian Dai et al · Frontiers Media S.A · 2026 · ISSN 2296-2360
ObjectiveThis study aimed to identify core inflammatory biomarkers through machine learning approaches and develop an accessible online risk calculator to predict pulmonary consolidation in children with Chlamydia pneumo...
LCC TENDOlBlZGlhdHJpY3M~Idioma eng
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Open Access
Machine learning–based prioritization of sub-watersheds for soil erosion management: A case study of the Bardha watershed
Artículo
Material complementario disponible Artículo DOAJ
Padala Raja Shekar et al · Elsevier · 2026 · ISSN 2665-9727
Soil erosion is a major environmental concern that affects land productivity and water quality. Although soil erosion is a serious global environmental challenge, understanding its potential influence in the Bardha Water...
LCC TENDOkVudmlyb25tZW50YWwgc2NpZW5jZXM~Idioma eng
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Machine Learning-Based Detection of Parkinson’s Disease From Arabic Speech: A Cross-Linguistic Validation Study
Artículo
Acceso abierto Artículo DOAJ
Ahmad B. Hassanat et al · SAGE Publishing · 2026 · ISSN 1179-5735
Early detection of Parkinson’s disease (PD) through speech analysis offers significant clinical advantages, yet no validated tools exist for Arabic-speaking populations, representing a critical gap in global healthcare...
LCC LCC:Neurology. Diseases of the nervous systemIdioma eng
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Open Access
Determining the Quality of Dairy Products Using Machine Learning Techniques
Artículo
Acceso abierto Artículo DOAJ
Nour Fadel et al · University of Mosul, College of Education for Pure Science · 2024 · ISSN 1812-125X
Food products are an essential source of human life, so they have a very important place, and it will be important to monitor and determine their quality in a short time. Our study deals with a very important and indispe...
LCC TENDOkVkdWNhdGlvbg~~; LCC:Science (General)Idioma eng
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Open Access
Hybrid Sentiment Analysis Model for Customer Feedback Interpretation Using Lexicon, Machine Learning and Deep Learning Techniques
Artículo
Acceso abierto Artículo DOAJ
Jou Jia Yi et al · MMU Press · 2026 · ISSN 2821-370X
Customer feedback is pivotal in enhancing service quality and user satisfaction across digital platforms. However, traditional sentiment analysis methods often struggle with informal languages, contextual nuances, and as...
LCC LCC:Electronic computers. Computer science; TENDOkluZm9ybWF0aW9uIHRlY2hub2xvZ3k~Idioma eng
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Open Access
Improved Accuracy for Heart Disease Diagnosis Using Machine Learning Techniques
Artículo
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Neeraja Joshi et al · MMU Press · 2025 · ISSN 2821-370X
This work primarily focuses on diagnosis of heart disease before explicit visit to the expert doctor. Machine learning based systems have been found useful in medical diagnosis applications because of their ability to le...
LCC LCC:Electronic computers. Computer science; TENDOkluZm9ybWF0aW9uIHRlY2hub2xvZ3k~Idioma eng
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Open Access
Predictive modeling of punchouts in continuously reinforced concrete pavement: a machine learning approach
Artículo
Acceso abierto Artículo DOAJ
Ghazi Al-Khateeb et al · Springer Nature · 2025 · ISSN 2097-0943
Abstract The accurate prediction of the deterioration of Continuously Reinforced Concrete Pavement (CRCP) is essential for the effective management of pavements and the maintenance of infrastructure. In this study, a co...
LCC LCC:Engineering (General). Civil engineering (General); TENDOkluZm9ybWF0aW9uIHRlY2hub2xvZ3k~Idioma eng
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Open Access
Climate Change Analysis in Malaysia Using Machine Learning
Artículo
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Anishalache Subramanian et al · MMU Press · 2025 · ISSN 2821-370X
Climate change presents significant challenges to ecosystems, economies, and societies globally. In Malaysia, a tropical country highly dependent on its natural resources, the impacts are evident in altered rainfall patt...
LCC LCC:Electronic computers. Computer science; TENDOkluZm9ybWF0aW9uIHRlY2hub2xvZ3k~Idioma eng
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Performance Evaluation on COVID-19 Prediction using Machine Learning Models
Artículo
Acceso abierto Artículo DOAJ
Obai Ali Abderlahman et al · MMU Press · 2025 · ISSN 2821-370X
The COVID-19 pandemic has placed enormous strain on providing health care services internationally while reinforcing the argument for the need to strengthen forecasting techniques. Existing forecasting methods have drawb...
LCC LCC:Electronic computers. Computer science; TENDOkluZm9ybWF0aW9uIHRlY2hub2xvZ3k~Idioma eng
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Open Access
Data‐Driven Machine Learning–Based Forecasting of Dengue in Bangladesh: Supporting Digital Health Approaches for Early Warning
Artículo
Material complementario disponible Artículo DOAJ
Arman Hossain Chowdhury · Wiley · 2026 · ISSN 2398-8835
ABSTRACT Background & Aims Dengue is a significant vector‐borne disease that has severely impacted public health in Bangladesh, underscoring the growing importance of digital health in enhancing surveillance and preven...
LCC LCC:MedicineIdioma eng
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A new good point set stepwise shrinkage optimization in machine learning model for fog node performance prediction
Artículo
Material complementario disponible Artículo DOAJ
Zhang Bo et al · Nature Portfolio · 2026 · ISSN 2045-2322
Abstract Advances in AI have transformed the traditional Internet of Things (IoT) into smarter, more versatile next-generation devices. Enhanced connectivity among sensors, actuators, and appliances boosts data availabil...
LCC LCC:Medicine; TENDOlNjaWVuY2U~Idioma eng
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Amyloid-beta statuses prediction with free water MR imaging features in Alzheimer’s disease using machine learning models
Artículo
Material complementario disponible Artículo DOAJ
Rongshen Zhou et al · BMC · 2026 · ISSN 1471-2342
Abstract Purpose This study aimed to identify the effectiveness of free water MRI (FW-MRI) features for predicting amyloid-beta (Aβ) statuses in Alzheimer’s disease (AD) by constructing diagnostic models using machine...
LCC TENDOk1lZGljYWwgdGVjaG5vbG9neQ~~Idioma eng
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An explainable ensemble machine learning framework for predicting cartilage biomechanical degradation from transcriptomic profiles: toward smart orthopedic device design
Artículo
Material complementario disponible Artículo DOAJ
Yelda Fırat · Frontiers Media S.A · 2026 · ISSN 2296-4185
IntroductionOsteoarthritis (OA) is a common joint disease characterized by progressive biomechanical deterioration of cartilage tissue. This study aims to develop an explainable ensemble machine learning model capable of...
LCC TENDOkJpb3RlY2hub2xvZ3k~Idioma eng
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Assessment of disability in the older adults using electronic health record–based data: a machine learning approach
Artículo
Material complementario disponible Artículo DOAJ
Guangpeng Chen et al · Frontiers Media S.A · 2026 · ISSN 2296-2565
BackgroundGlobal population aging is accelerating, and China faces a significant challenge with “aging before affluent.” The disabled older adults population in China is projected to reach 58 million by 2050. Early i...
LCC LCC:Public aspects of medicineIdioma eng
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Comparison of Feature Extraction Methods for Conducting Sentiment Classification in Ternate Malay Language using Machine Learning Approaches
Artículo
Acceso abierto Artículo DOAJ
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 eng
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Open Access
Development and validation of an explainable machine learning model for predicting interstitial fibrosis and tubular atrophy in biopsy-confirmed diabetic nephropathy
Artículo
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Huifang Wang et al · Frontiers Media S.A · 2026 · ISSN 1664-2392
BackgroundInterstitial fibrosis and tubular atrophy (IFTA) are key pathological features of chronic kidney damage and progression in diabetic nephropathy (DN). Early identification of patients at higher risk of IFTA may ...
LCC LCC:Diseases of the endocrine glands. Clinical endocrinologyIdioma eng
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