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46 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
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
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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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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Material complementario
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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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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Material complementario
Methodology for Leveraging Artificial Intelligence to Formulate Problems of Discovering Novel Growth Models and Enabling Strategic Management of Complex Socio-Economic Systems
Artículo
Material complementario disponible Artículo DOAJ
M. S. Varenik et al · North-West institute of management of the Russian Presidential Academy of National Economy and Public Administration · 2026 · ISSN 1726-1139
Amid the convergence of technological, macroevolutionary, and demographic singularities, conventional approaches to analyzing and forecasting economic growth are increasingly losing relevance and predictive power. The su...
LCC TENDOlBvbGl0aWNhbCBpbnN0aXR1dGlvbnMgYW5kIHB1YmxpYyBhZG1pbmlzdHJhdGlvbiAoR2VuZXJhbCk~Idioma eng
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Material complementario
Modeling and Prediction of Additional High Frequency Harmonic Losses Created by PWM Supply Utilizing Machine Learning
Artículo
Acceso abierto Artículo DOAJ
Vladimir Bilek et al · IEEE · 2026 · ISSN 2169-3536
This paper presents an innovative methodology for modeling and predicting high-frequency harmonic losses in the rotating field of an electrical machine powered by a frequency converter. Conventional approaches are often ...
LCC LCC:Electrical engineering. Electronics. Nuclear engineeringIdioma eng
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Open Access
Profitability of competing flexibility options in renewable-dominated energy markets: Combining agent-based and machine learning approaches
Artículo
Material complementario disponible Artículo DOAJ
Felix Nitsch et al · Elsevier · 2026 · ISSN 2666-7924
German transmission system operators received around 400 GW of battery storage connection requests in 2024, an enormous increase from the current 2.3 GW installed capacity. However, uncertainty remains regarding the impa...
LCC LCC:Energy industries. Energy policy. Fuel tradeIdioma eng
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Respiratory microbiota maturation enables machine learning based age prediction in chickens
Artículo
Material complementario disponible Artículo DOAJ
Alejandro Moreno-León et al · BMC · 2026 · ISSN 1471-2180
Abstract Background Understanding how the respiratory microbiota matures with age is key to improving poultry health and pathogen surveillance, yet the ecological processes shaping this transition remain elusive. We aime...
LCC TENDOk1pY3JvYmlvbG9neQ~~Idioma eng
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Use of Software Engineering methodological support for developing machine learning-based software: A Systematic Mapping Study
Artículo
Acceso abierto Artículo DOAJ
Mirna Muñoz et al · Graz University of Technology · 2026 · ISSN 0948-6968
Advances in Artificial Intelligence (AI), particularly through Machine Learning (ML) and Deep Learning (DL), have enabled innovative solutions in industries including automotive, healthcare, and transportation. These tec...
LCC LCC:Electronic computers. Computer scienceIdioma eng
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Open Access
A Data-driven Comprehensive Analysis of Occupational Health and Safety in Turkey: Application of Statistical and Machine Learning Approaches
Artículo
Acceso abierto Artículo DOAJ
Meltem Aksoy et al · Springer · 2026 · ISSN 1875-6883
Abstract Occupational Health and Safety (OHS), which holds substantial importance due to its profound human implications and far-reaching economic consequences, requires effective management to minimize workplace acciden...
LCC LCC:Electronic computers. Computer scienceIdioma eng
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Open Access
Leveraging Machine Learning To Discover Novel Diagnostic Biomarkers for Breast Cancer
Artículo
Acceso abierto Artículo DOAJ
Xin Chen et al · Springer · 2026 · ISSN 1875-6883
Abstract Breast cancer is still the most significant contributor to morbidity and mortality among women in China. Despite advances in imaging and molecular testing, few reliable biomarkers exist for early detection and d...
LCC LCC:Electronic computers. Computer scienceIdioma eng
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Open Access
Application of Machine Learning to Hydrothermal System Analysis: Geochemical Insights from the Bektakari–Bneli Khevi Ore Knot, Southern Georgia
Artículo
Acceso abierto Artículo DOAJ
Giorgi Mindiashvili et al · General Directorate of Mineral Research and Exploration · 2026 · ISSN 0026-4563
This study integrates geochemical, statistical, and machine learning methods to investigate hydrothermal systems and mineralization processes within southern Georgia's Bektakari–Bnelikhevi ore knot. A total of 212 geoc...
LCC TENDOk1pbmVyYWxvZ3k~Idioma eng
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Open Access
Combining satellite and farm-collected data to assess ecosystem functions in family-run cocoa production systems: a case study from the Abras de Mantequilla Ramsar site in Ecuador
Artículo
Acceso abierto Artículo DOAJ
Malena Torres-Ulloa et al · Elsevier · 2026 · ISSN 2665-9727
Family farming systems are widespread in tropical cocoa production, supporting rural livelihoods while providing ecosystem services such as carbon storage and soil protection. However, farm structure and crop diversity a...
LCC TENDOkVudmlyb25tZW50YWwgc2NpZW5jZXM~Idioma eng
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