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Human-based metaheuristics and non-parametric learning for groundwater-prone area mapping
Published 2025-12-01“…This study addresses these challenges by integrating human-inspired metaheuristics with non-parametric machine-learning techniques to enhance groundwater potential prediction. This research introduces a novel approach combining human-based metaheuristics—Teaching Learning Based Optimization (TLBO) and Cultural Algorithms (CA)—with non-parametric Decision Tree (DT) models. …”
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683
An integrated machine learning and fractional calculus approach to predicting diabetes risk in women
Published 2025-12-01“…We employ seven machine learning algorithms: Decision Tree, Logistic Regression, Support Vector Machine (SVM), Random Forest, Bagged Trees, Naive Bayes, and XGBoost, to identify key risk factors, with XGBoost demonstrating higher performance. …”
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684
Aspects of Developing A Methodology for Managing Digital Financial Assets
Published 2023-09-01“…In accordance with the scientific novelty of the research and methodology, a set of interrelated research stages is formed, consisting of an ordered cascade of methods, models and algorithms that perform preliminary analysis, processing and forecasting of financial time series of value indicators.Conclusion. …”
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685
Enhancing stroke prediction models: A mixing of data augmentation and transfer learning for small-scale dataset in machine learning
Published 2025-01-01“…However, in general, the performance of machine learning in recognising patterns is proportional to the size of the dataset. …”
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686
The future of spatial epidemiology in the AI era: enhancing machine learning approaches with explicit spatial structure
Published 2025-06-01“…Research in spatial epidemiology relies on both conventional approaches and Machine- Learning (ML) algorithms to explore geographic patterns of diseases and identify influential factors (Pfeiffer & Stevens, 2015). …”
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687
AI-Driven Belt Failure Prediction and Prescriptive Maintenance with Motor Current Signature Analysis
Published 2025-06-01“…The incorporation of LSTM networks and swarm intelligence algorithms led to a significant improvement in predictive capabilities, allowing for the early detection of degradation patterns and timely intervention. …”
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688
Decoding bacterial methylomes in four public health-relevant microbial species: nanopore sequencing enables reproducible analysis of DNA modifications
Published 2025-04-01“…We investigated distinct methylation patterns within and between species, focusing on heavily modified genes or genomic regions. …”
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689
Learning from Octopuses: Cutting-Edge Developments and Future Directions
Published 2025-04-01“…This paper reviews the research progress of bionic soft robot technology learned from octopuses. …”
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690
Deciphering the impact of intra-tumoral bacterial infiltration on multi-omics profiles in low-grade gliomas
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691
EDITORIAL: ARTIFICIAL INTELLIGENCE AND ITS TRANSFORMATIVE IMPACT ON SCIENTIFIC PUBLISHING
Published 2025-03-01“…AI-based recommendation platforms such as Semantic Scholar and Scite simplify scientists' ability to locate pertinent literature by analyzing citation patterns and trend research. Open-access journals also leverage AI to increase content published therein and make it more accessible and readable to audiences, thereby democratizing knowledge dissemination. …”
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Development of prediction models for screening depression and anxiety using smartphone and wearable-based digital phenotyping: protocol for the Smartphone and Wearable Assessment f...
Published 2025-06-01“…The primary outcome will be the development of machine-learning algorithms to predict depression and anxiety based on these digital biomarkers. …”
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694
Optimisation tools for meeting nutrient requirements of Indian children and adults at optimal cost
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695
Neutrino interaction vertex reconstruction in DUNE with Pandora deep learning
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696
Application of deep learning in malware detection: a review
Published 2025-04-01“…There is an urgent need to adopt advanced tools for early detection of malware and its variants to help researchers take early steps to defend against it. Its broad approach will help the early malware to detect and identify the behavioral patterns of large amounts of malicious data, and the discipline of artificial intelligence offers broad research potential. …”
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697
Diagnosis and Management of Alzheimer’s Disease in Primary Care: A Real-World Study in Ontario, Canada
Published 2025-08-01“…Objective: To understand the real-world clinical practice patterns and variation in Alzheimer’s disease (AD) diagnostic and screening tool utilization by primary care physicians (PCPs), including tools used for assessing dementia/AD severity and subsequent treatment patterns. …”
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698
Access and benefit sharing biological materials for machines: Artificial intelligence, machine learning and deep learning
Published 2025-09-01“…Societal Impact Statement Future research and development of biological materials for foods, feeds, fibres, materials and medicines will increasingly rely on information and knowledge using Artificial Intelligence (AI) applications for detecting patterns to make useful decisions. …”
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699
Biomedical Data Analysis Systems for the Diagnosis of Skin Neoplasms
Published 2020-07-01“…Algorithms for a dermatoscopic module are based on the Haar transform, Local Binary Patterns and color features. …”
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700