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Learning dynamics during clinical handover: a qualitative study among final year students in Central Region Nursing Colleges, Malawi
Published 2025-07-01“…Data analysis was done manually using Colaizzi’s (1978) seven-step approach. Results Three themes were identified which included clinical handover learning moments, student teaching and learning strategies and facilitators to learning during clinical handover. …”
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1522
Forecasting of energy consumption rate and battery stress under real-world traffic conditions using ANN model with different learning algorithms
Published 2025-02-01“…Estimating energy consumption rates is a necessary step when building infrastructure for charging and schedule optimization of battery-powered vehicles utilized in public urban driving patterns. …”
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Detection of Economic Crises With Language Models and Comparative Analysis of Simple Time Series Analysis Models and Machine Learning Algorithms on the Stock Market
Published 2025-01-01“…Since the CHIT algorithm has a high impact on the model performance, this algorithm is used in the pre-processing step and comparisons are made.…”
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Advancing Smart Sensor Networks and Carbon-Based Biosensors Through Artificial Intelligence: A Deep Learning Approach to Optoelectronic Device Innovation
Published 2025-01-01“…To enhance sensor evaluation in sensor manufacturing, we take a step further and implement Dombi Interval Valued Intuitionistic Fuzzy Sets (D-IVIFs) and work with Dombi Interval Valued Intuitionistic Fuzzy Dombi Bonferroni Mean (D-IVIFDBM) for hierarchical decision-making. …”
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1528
Machine learning-based construction of a programmed cell death-related model reveals prognosis and immune infiltration in pancreatic adenocarcinoma patients
Published 2025-07-01“…Using a comprehensive machine learning framework involving 117 algorithmic combinations under a Leave-one-out cross-validation (LOOCV) strategy, we identified the StepCox[both] + Ridge as the best algorithms composition to construct a prognostic model based on six PCDRGs, ITGA3, CDCP1, IL1RAP, CLU, PBK, and PLAU. …”
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3D path planning for UAV based on A hybrid algorithm of marine predators algorithm with quasi-oppositional learning and differential evolution
Published 2024-12-01“…To handle stringent constraints, DECMPA adopts a multi-step approach. Initially, it utilizes quasi-oppositional learning to generate a more uniformly distributed initial population. …”
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A novel method for a technology enhanced learning recommender system considering changing user interest based on neural collaborative filtering
Published 2025-06-01“…The results indicate the potential of integrating sentiment analysis and adaptive learning rates into TEL recommender systems, marking a step forward in developing more responsive and user-centric educational technologies. …”
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1532
A Lightweight Framework for Rapid Response to Short-Term Forecasting of Wind Farms Using Dual Scale Modeling and Normalized Feature Learning
Published 2025-01-01“…To mitigate the interference of dynamic features, we propose a normalization feature learning block (NFLBlock) as the core component of NFLM for processing sequences. …”
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Integrated multi-omics and machine learning reveal an immunogenic cell death-related signature for prognostic stratification and therapeutic optimization in colorectal cancer
Published 2025-07-01“…A comprehensive computational framework was then employed to evaluate 101 machine learning combinations, ultimately constructing an optimized 11-gene ICD-related signature (ICDRS) by integrating StepCox [forward] and RSF. …”
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From Observation to Ethical Inquiry: Course Redesign in Middle Level Educator Preparation
Published 2025-01-01“…This manuscript explores the transformative impact of ethical engagement in the course MLGE 3301: Adolescent Learning, designed for pre-field students in an educator preparation program. …”
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Technology-Enhanced Course in English Theoretical Grammar and Phonetics at Tertiary Level
Published 2021-07-01“… The advancement of technologies and the recently forced lockdown by Covid-19 are bringing changes to the organisation of the learning process by accelerating the introduction of e-learning to create a learner-centred technology-based approach to English studies, thus stepping towards digital humanities. …”
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Comparative Analysis of Facial Expression Recognition Methods
Published 2025-05-01“… This paper aimed to investigate human emotion recognition through the analysis of facial expressions, using both classical machine learning methods and advanced techniques based on deep neural networks. …”
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Advances in Automated Voice Pathology Detection: A Comprehensive Review of Speech Signal Analysis Techniques
Published 2024-01-01“…An extensive literature review on the application of machine learning and deep learning techniques to detect voice pathologies was conducted. …”
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Comparative Analysis of VGG16 and ResNet50 Model Performence in Cardiac ECG Image Classification
Published 2025-06-01“…This study systematically evaluates and compares the effectiveness of two deep learning architectures, VGG16 and ResNet50, in automating electrocardiogram (ECG) image classification for cardiac condition diagnosis. …”
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