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48 resultados encontrados.

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Randomization based shallow and federated-deep learning for smart grid security using label-encoded vulnerabilities and distributed LSTM computation
Artículo
Acceso abierto Artículo DOAJ
Mohammad Kamrul Hasan et al · PeerJ Inc · 2026 · ISSN 2376-5992
With the constant advancement of the smart grid, zero-day attack processes in Advanced Metering Infrastructure (AMI) and Supervisory Control and Data Acquisition (SCADA) networks are also continually evolving. This study...
LCC LCC:Electronic computers. Computer scienceIdioma eng
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Open Access
Distribution of Feedback among Teacher and Students in Online Collaborative Learning in Small Groups
Artículo
Acceso abierto Artículo DOAJ
César Coll et al · Universitat de Barcelona · 2013 · ISSN 2013-9144
This study explores the characteristics and distribution of the feedback provided by the participants (a teacher and her students) in an activity organized inside a collaborative online learning environment. We analyse 8...
LCC LCC:Theory and practice of educationIdioma eng
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Open Access
Unveiling Cryosphere Dynamics by Distributed Acoustic Sensing and Data‐Driven Hydro‐Thermo Coupled Simulation
Artículo
Material complementario disponible Artículo DOAJ
Haoyuan Sun et al · Wiley · 2025 · ISSN 0094-8276
Abstract As global warming continues, the Earth's cryosphere is experiencing severe degradation. This study leverages a novel combination of distributed acoustic sensing (DAS) and artificial intelligence to monitor and d...
LCC LCC:Geophysics. Cosmic physicsIdioma eng
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AP-PPFL: an anti-poisoning privacy-preserving federated learning method
Artículo
Acceso abierto Artículo DOAJ
Yongfei Li et al · SpringerOpen · 2026 · ISSN 2523-3246
Abstract Federated Learning (FL) has been widely used in Internet of Things (IoT) environments as a promising decentralized framework capable of collaborative model training without exposing local data. Despite its advan...
LCC TENDOkNvbXB1dGVyIGVuZ2luZWVyaW5nLiBDb21wdXRlciBoYXJkd2FyZQ~~; LCC:Electronic computers. Computer scienceIdioma eng
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Open Access
D2EBTN: Deep stacked dual learning ensembled attentional-based deep learning model for malware detection in the cloud
Artículo
Acceso abierto Artículo DOAJ
Afnan M. Alhassan et al · Springer · 2026 · ISSN 1319-1578
Abstract Cloud computing is quite popular because of its scalability and flexibility merits. However, faces significant security risks from malware, which exploits infrastructure weaknesses to cause unauthorized access, ...
LCC LCC:Electronic computers. Computer scienceIdioma eng
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Open Access
Detection of exoplanets from TESS imaging data using unsupervised machine learning techniques
Artículo
Material complementario disponible Artículo DOAJ
Abisa Sinha Adhikary et al · Frontiers Media S.A · 2026 · ISSN 2296-987X
The identification of exoplanets within habitable zones remains a central objective in modern astrophysics, particularly with the availability of large-scale photometric datasets from space-based missions such as the Tra...
LCC TENDOkFzdHJvbm9teQ~~; LCC:Geophysics. Cosmic physicsIdioma eng
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Family Factors as the Primary Determinant of Learning Independence: An Empirical Study of Tiara School Elementary Students
Artículo
Acceso abierto Artículo DOAJ
Abdul Canter Sangaji et al · Universitas KH Abdul Chalim, Prodi Ekonomi Syariah · 2026 · ISSN 2621-606X
This study aims to examine the influence of family factors on the learning independence of students at Tiara School Elementary School Jakarta. Family factors analyzed include parental support and attention, grade level, ...
LCC LCC:Islam; TENDOkVjb25vbWljcyBhcyBhIHNjaWVuY2U~Idioma eng
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Open Access
Hierarchical multi-agent reinforcement learning for retrieval-augmented industrial document question answering
Artículo
Material complementario disponible Artículo DOAJ
Yihong Qian et al · Nature Portfolio · 2026 · ISSN 2045-2322
Abstract Multimodal industrial documents–such as operation manuals, circuit diagrams, and parameter tables–contain domain knowledge distributed across text, images, and document layout. However, most existing retriev...
LCC LCC:Medicine; TENDOlNjaWVuY2U~Idioma eng
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Latency-Aware Orchestration of Microservices in Heterogeneous Kubernetes Clusters Using Reinforcement Learning
Artículo
Acceso abierto Artículo DOAJ
Sava Stanisic et al · Graz University of Technology · 2026 · ISSN 0948-6968
he orchestration of microservices in distributed cloud environments poses significant challenges due to the heterogeneous nature of cluster nodes and dynamic workload patterns. Traditional scheduling strategies in Kubern...
LCC LCC:Electronic computers. Computer scienceIdioma eng
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Open Access
Nursing Faculty Opinions about Problem Based Learning (PBL) Method
Artículo
Material complementario disponible Artículo DOAJ
Rifaie Yaseen Hameed Al-Hussein · University of Mosul College of Nursing · 2014 · ISSN 2311-8784
LCC TENDOk51cnNpbmc~Idioma eng
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The Use of Padlet in Writing Learning Reflection: Students’ Perspectives
Artículo
Acceso abierto Artículo DOAJ
Fadhika Kurniati et al · Lembaga Penelitian dan Pengabdian kepada Masyarakat · 2025 · ISSN 0216-9495
Digital learning media is indeed developing and plays an important role in creating a pleasant learning environment that can accommodate students' learning needs. Padlet provides space for students to learn digitally, es...
LCC TENDOlRlY2hub2xvZ3k~Idioma eng
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Open Access
The role of distributed leadership in early childhood education: a case study
Artículo
Acceso abierto Artículo DOAJ
Akram Eshaghi et al · Taylor & Francis Group · 2026 · ISSN 2331-186X
Effective leadership is vital for the high-quality early childhood education and care (ECEC) that positively impacts children’s development. Despite the recognised importance of leadership, there is limited understandi...
LCC TENDOkVkdWNhdGlvbiAoR2VuZXJhbCk~Idioma eng
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Open Access
A Machine Learning Framework for DDoS Attack Detection in SDN-Enabled Mobile Wireless Networks
Artículo
Material complementario disponible Artículo DOAJ
Ishita Sharma et al · IEEE · 2026 · ISSN 2169-3536
Attacks on network components and devices pose a significant threat to service continuity, necessitating robust detection mechanisms. This paper presents a Distributed Denial of Service (DDoS) attack detection framework ...
LCC LCC:Electrical engineering. Electronics. Nuclear engineeringIdioma eng
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Hierarchical service chain orchestration for multi-cloud environments enabled by deep reinforcement learning
Artículo
Material complementario disponible Artículo DOAJ
Yuncheng Xie et al · SpringerOpen · 2026 · ISSN 2192-113X
Abstract With the rapid adoption of multi-cloud platforms, dynamic orchestration of service function chains faces coupled challenges. This study proposes a hierarchical service chain orchestration for multi-cloud environ...
LCC TENDOkNvbXB1dGVyIGVuZ2luZWVyaW5nLiBDb21wdXRlciBoYXJkd2FyZQ~~; LCC:Electronic computers. Computer scienceIdioma eng
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Optimization strategy for distributed photovoltaic access to distribution networks based on power data
Artículo
Acceso abierto Artículo DOAJ
Zhihui Tong et al · Springer · 2026 · ISSN 3004-9261
Abstract In rural areas, unreasonable access of distributed photovoltaic (DPV) may pose a significant challenge to the safe operation of the power network. To address this, determining the maximum hosting capacity of net...
LCC LCC:Science (General)Idioma eng
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Open Access
Securing federated learning: A comparative review of privacy, trust, efficiency, and intrusion detection approaches
Artículo
Material complementario disponible Artículo DOAJ
Krishna T. Vamshi et al · EDP Sciences · 2026 · ISSN 2100-014X
Federated Learning (FL) has emerged as a privacy-preserving distributed learning paradigm that enables collaborative model training without sharing raw data. Despite its advantages, ensuring trustworthy FL deployment rem...
LCC TENDOlBoeXNpY3M~Idioma eng
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IEI Subphenotype Recognition Using Unsupervised Machine Learning on a National IEI Cohort with Clinical Validation
Artículo
Material complementario disponible Artículo DOAJ
Alexandra Martinson et al · Rockefeller University Press · 2026 · ISSN 3065-8993
Inborn errors of immunity (IEI) are increasing in number, and prompt recognition and diagnosis remain a challenge for clinicians. Use of machine learning (ML) for clinical pattern recognition is promising but has been li...
LCC LCC:Immunologic diseases. AllergyIdioma eng
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The Extended Evolutionary Synthesis and Distributed Adaptation in the Genus Homo: Phenotypic Plasticity and Behavioral Adaptability
Artículo
Acceso abierto Artículo DOAJ
Jay Stock et al · Paleoanthropology Society · 2022 · ISSN 1545-0031
The extended evolutionary synthesis (EES) emphasizes integrative approaches to understanding distributed adaptability, incorporating development and intergenerational effects, inclusive inheritance and niche construction...
LCC TENDOkZvc3NpbCBtYW4uIEh1bWFuIHBhbGVvbnRvbG9neQ~~; LCC:ArchaeologyIdioma eng
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Open Access
Deep learning analysis for enhanced prediction of heat transfer in Maxwell hybrid nanofluids with non-Fourier law and radiation effects
Artículo
Acceso abierto Artículo DOAJ
Norah Salem Alsaiar et al · Nature Portfolio · 2026 · ISSN 2045-2322
Abstract Nanofluids have emerged as promising heat transfer media due to their superior thermal performance associated to conventional fluids, yet their behavior under mutual impacts of radiation, heat source/sink, and m...
LCC LCC:Medicine; TENDOlNjaWVuY2U~Idioma eng
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Open Access
3PS-RAN: A Real-Time Framework for Securing the O-RAN RACH Against DDoS Attacks Toward NextG
Artículo
Material complementario disponible Artículo DOAJ
Nurullah Aksu et al · IEEE · 2026 · ISSN 2169-3536
Even with the introduction of additional security features, the progression toward 6G and Open Radio Access Network (O-RAN) architectures expands security risks, increasing both the scale and complexity of mobile network...
LCC LCC:Electrical engineering. Electronics. Nuclear engineeringIdioma eng
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Quantum-Assisted Optimization and Security for Trustworthy AI-Driven Healthcare
Artículo
Acceso abierto Artículo DOAJ
Hafiz Muhammad Waseem et al · IEEE · 2026 · ISSN 2689-1808
Digital health increasingly relies on artificial intelligence for clinical decision-making, patient management, and distributed learning, yet two persistent challenges remain: the computational complexity of optimization...
LCC LCC:Atomic physics. Constitution and properties of matter; LCC:Materials of engineering and construction. Mechanics of mIdioma eng
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Open Access
DP-FedHybrid: A Differentially Private Federated Stacking Framework Integrating Tree-Based and Transformer Models for Secure Heart Disease Prediction
Artículo
Acceso abierto Artículo DOAJ
Atta Ur Rahman et al · IEEE · 2026 · ISSN 2169-3536
Heart disease is rapidly increasing. For early and accurate prediction, advanced machine learning (ML) models are needed. However, the sensitive nature of clinical data, along with strict regulatory constraints, creates ...
LCC LCC:Electrical engineering. Electronics. Nuclear engineeringIdioma eng
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Open Access
Ecological association between non-optimal ambient temperature and childhood developmental delay—a multi-country study
Artículo
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Miriam Sophia Meier et al · Frontiers Media S.A · 2026 · ISSN 2624-9553
IntroductionA research gap exists regarding the association between non-optimal ambient temperature (NOAT) and early childhood development (ECD) in low- and middle-income countries (LMICs). This study investigates the as...
LCC TENDOkVudmlyb25tZW50YWwgc2NpZW5jZXM~Idioma eng
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Fault Detection, Categorization, and Localization of Series Faults in Radial Distribution Networks With DGs Using DLANN-Based Method
Artículo
Acceso abierto Artículo DOAJ
Parach Daniel Deng et al · IEEE · 2026 · ISSN 2169-3536
This research describes a deep learning-based artificial neural network (ANN) approach for the detection, classification, and localization of series faults (open conductor faults) in power distribution networks. The ANN ...
LCC LCC:Electrical engineering. Electronics. Nuclear engineeringIdioma eng
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Open Access