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101 resultados encontrados.

Tipos de recurso: Libro electrónico Artículo Revista Tesis Capítulo
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Machine Learning Based Subsurface Temperature Forecasting to Reduce Drilling Uncertainty in Geothermal Systems
Artículo
Acceso abierto Artículo DOAJ
Saeed Suman et al · EDP Sciences · 2026 · ISSN 2100-014X
Subsurface temperature uncertainty represents a major risk in geothermal drilling, particularly in volcanic systems where permeability, lithology, and fluid circulation create highly heterogeneous thermal regimes. This s...
LCC TENDOlBoeXNpY3M~Idioma eng
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Open Access
Machine learning algorithms for climate change integration in evaluation: A conceptual model and simulated case application in Africa
Artículo
Acceso abierto Artículo DOAJ
Chineme A. Anowai · AOSIS · 2026 · ISSN 2310-4988
Background: Climate change increasingly shapes development outcomes, necessitating its integration into evaluation processes. In Africa, recurrent droughts, floods and temperature extremes disrupt progress across sector...
LCC TENDOlBvbGl0aWNhbCBpbnN0aXR1dGlvbnMgYW5kIHB1YmxpYyBhZG1pbmlzdHJhdGlvbiAoR2VuZXJhbCk~Idioma eng
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Open Access
Machine learning examination based on Bayesian regularized algorithm for slip effects on solarized Boger nanofluid with activation energy
Artículo
Acceso abierto Artículo DOAJ
Saba Liaqat et al · Springer · 2026 · ISSN 2731-9229
Abstract This model is highly helpful in thermal management and complex energy systems, particularly where precise control over heat and mass transfer is required. Solarized nanofluids can be used to improve heat absorpt...
LCC LCC:Materials of engineering and construction. Mechanics of materialsIdioma eng
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Open Access
Machine learning prediction model for surgical site infections after major abdominal surgery
Artículo
Material complementario disponible Artículo DOAJ
Saif Ghabisha et al · BMC · 2026 · ISSN 1754-9493
Abstract Background Surgical site infections (SSIs) continue to exert a substantial burden on healthcare systems, particularly in resource-limited settings where they contribute to prolonged hospitalizations, escalated c...
LCC TENDOlN1cmdlcnk~Idioma eng
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Machine learning–driven design of engineered cilia enables hybrid operations in acoustic microrobots
Artículo
Acceso abierto Artículo DOAJ
Yun Ling et al · Nature Portfolio · 2026 · ISSN 2041-1723
Abstract Microrobotic systems offer significant potential for precision medicine by enabling minimally invasive interventions in complex fluidic environments. However, effective operation in these settings requires actua...
LCC TENDOlNjaWVuY2U~Idioma eng
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Open Access
Safeguarding the skies: the rise of machine learning approaches for cyberattack detection in unmanned aerial systems
Artículo
Acceso abierto Artículo DOAJ
Tariq Mouatassim et al · SpringerOpen · 2026 · ISSN 2523-3246
Abstract Unmanned Aerial Systems (UAS) have become increasingly integral to industries such as agriculture, surveillance, transportation, and entertainment, raising significant concerns about their vulnerability to cyber...
LCC TENDOkNvbXB1dGVyIGVuZ2luZWVyaW5nLiBDb21wdXRlciBoYXJkd2FyZQ~~; LCC:Electronic computers. Computer scienceIdioma eng
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Open Access
Predictive Modelling for the Dynamics of Consumer Activity by Methods of Machine Learning and Big Data of Payment Systems
Artículo
Material complementario disponible Artículo DOAJ
T. V. Tomashevska et al · National Academy of Statistics, Accounting and Audit · 2026 · ISSN 2519-1853
The article contains a feasibility analysis of using big data of payment systems for building forecasting models for the dynamics of consumer demand as a core factor of the retail turnover. The relevance of this research...
LCC TENDOlN0YXRpc3RpY3M~Idioma eng
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From narrative to machine-readable logic: Formalising and validating local indigenous knowledge for rural early warning systems
Artículo
Acceso abierto Artículo DOAJ
Asti A. Fajrillah et al · AOSIS · 2026 · ISSN 2072-845X
Technological-based early warning systems (EWS) in rural Indonesia have shown limited long-term adoption because centralised, top-down mechanisms fail to incorporate the contextual triggers trusted by local communities, ...
LCC TENDOlJpc2sgaW4gaW5kdXN0cnkuIFJpc2sgbWFuYWdlbWVudA~~Idioma eng
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Open Access
Wealth exchange models and machine learning: Finding optimal risk strategies in multiagent economic systems
Artículo
Acceso abierto Artículo CONICET Digital
Neñer, Julian et al · American Physical Society · 2021 · ISSN 2470-0045
The Yard-Sale Model, a well known wealth exchange model whose observed macroscopic behavior hides many underlying aspects of particular complexity, was studied at the microscopic level. The performance of the agents duri...
Idioma eng
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Open Access
Formation of rational structures of technological systems in environmental management using agent-based simulation modeling
Artículo
Acceso abierto Artículo DOAJ
O. N. Didmanidze et al · Federal Agricultural Research Center of the North-East named N.V. Rudnitsky · 2026 · ISSN 2072-9081
In environmental management, developing a scientific and methodological approach to the design and optimization of technological systems remains a pressing issue. The proposed approach is based on the integration of onto...
LCC LCC:AgricultureIdioma rus
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Open Access
IEEE Open Journal of Control Systems
Artículo
Acceso abierto Artículo DOAJ
IEEE · ISSN 2694-085X
Materias / palabras clave: Technology: Mechanical engineering and machinery: Control engineering systems. Automatic machinery (General)
Idioma English
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Open Access
Addressing IoT Security Challenges through Advanced Machine Learning and Encryption
Artículo
Acceso abierto Artículo DOAJ
Ahmad Aziem Khushairi Anuar et al · MMU Press · 2025 · ISSN 2821-370X
The rapid growth of Internet of Things (IoT) devices, including smartwatches, home assistants, and connected appliances, has brought significant convenience to daily life, but it has also introduced serious security chal...
LCC LCC:Electronic computers. Computer science; TENDOkluZm9ybWF0aW9uIHRlY2hub2xvZ3k~Idioma eng
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Open Access
Anomaly Detection in Network Traffic for Insider Threat Identification: A Comparative Study of Unsupervised and Supervised Machine Learning Approaches
Artículo
Acceso abierto Artículo DOAJ
Sellappan Palaniappan et al · MMU Press · 2025 · ISSN 2821-370X
Insider threats pose a significant and growing risk to organizational cybersecurity, with recent studies indicating a 47% increase in insider incidents from 2018 to 2022. This paper presents a comparative analysis of uns...
LCC LCC:Electronic computers. Computer science; TENDOkluZm9ybWF0aW9uIHRlY2hub2xvZ3k~Idioma eng
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Open Access
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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Cross-Platform Bug Localization Strategies: Utilizing Machine Learning for Diverse Software Environment Adaptability
Artículo
Material complementario disponible Artículo DOAJ
Waqas Ali et al · Engiscience Publisher · 2024 · ISSN 3007-2875
This paper introduces a novel hybrid machine learning model that combines Long Short-Term Memory (LSTM) networks and SHapley Additive exPlanations (SHAP) to enhance bug localization across multiple software platforms. Th...
LCC LCC:Engineering (General). Civil engineering (General)Idioma eng
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Deformation on Rainbow Massif, Mid‐Atlantic Ridge, Illuminated With Microearthquakes Detected by Machine Learning
Artículo
Acceso abierto Artículo DOAJ
Evan C. Anderson et al · Wiley · 2025 · ISSN 0094-8276
Abstract Oceanic detachment fault systems are characteristic of slow‐spreading mid‐ocean ridges, where reduced magma supply leads to increased extension by faulting and exhumation of oceanic core complexes (OCCs). OC...
LCC LCC:Geophysics. Cosmic physicsIdioma eng
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Open Access
Editorial: Intelligent Systems and the Next Wave of Digital Innovation
Artículo
Acceso abierto Artículo DOAJ
Hairulnizam Mahdin · MMU Press · 2026 · ISSN 2821-370X
The field of artificial intelligence (AI), machine learning and intelligent automation has become pervasive in our modern digital world. It extends from business and public services to environmental management and even i...
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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Exploring the correlates of COVID-19 vaccination inequity: a global analysis using machine learning from a health economic lens
Artículo
Material complementario disponible Artículo DOAJ
Moumita Mukherjee · Frontiers Media S.A · 2026 · ISSN 2813-0146
IntroductionThe COVID-19 pandemic has reduced system resilience, caused economic welfare loss, and widened disparities in healthcare access. This study aims to identify the macro-level factors contributing to COVID-19 va...
LCC LCC:MedicineIdioma eng
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Fast-track decarbonization of existing diesel engines via Hydrogen-Dodecane dual-fuel retrofit: A machine learning and combustion kinetics framework
Artículo
Material complementario disponible Artículo DOAJ
Amr Abbass · KeAi Communications Co., Ltd · 2026 · ISSN 2949-7361
This research introduces a hybrid modeling framework that combines intricate combustion dynamics with machine learning (ML) to facilitate the decarbonization and retrofitting of traditional diesel engines utilizing Hydro...
LCC TENDOkVudmlyb25tZW50YWwgZW5naW5lZXJpbmc~; TENDOkVudmlyb25tZW50YWwgc2NpZW5jZXM~Idioma eng
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Identifying Potentially Illicit Money Laundering and Terrorism Financing Transactions Through Machine Learning Techniques
Artículo
Acceso abierto Artículo DOAJ
Shiuh Tong Lim et al · MMU Press · 2025 · ISSN 2735-1009
Financial institutions worldwide face significant challenges in detecting and preventing illicit financial activities, such as money laundering and terrorism financing. Traditional rule-based methods often generate high ...
LCC TENDOlNvY2lhbCBTY2llbmNlcw~~Idioma eng
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Open Access
Implementation of Lightweight Machine Learning Models for Real-time Text Classification on Resource-Constrained Devices
Artículo
Acceso abierto Artículo DOAJ
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 eng
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Open Access
Improved Accuracy for Heart Disease Diagnosis Using Machine Learning Techniques
Artículo
Acceso abierto Artículo DOAJ
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
Investigating foodborne pathogen outbreaks: an integrated framework for tracing, detection, and risk assessment in food systems
Artículo
Material complementario disponible Artículo DOAJ
Alfi Sophian et al · Open Exploration Publishing Inc · 2026 · ISSN 2837-9020
Foodborne pathogen outbreaks impose a substantial and escalating burden on global public health, food systems, and economies, with the World Health Organization estimating over 600 million illness episodes and 420,000 de...
LCC TENDOkZvb2QgcHJvY2Vzc2luZyBhbmQgbWFudWZhY3R1cmU~; LCC:Nutrition. Foods and food supplyIdioma eng
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