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• Hybrid Methods of Machine Learning: Taxonomies, Architectures, and Optimization
  Although machine learning models have found a wide range of applications in the literature, being used in pattern discovery, predictive modeling, and decision-making processes in complex data spaces, single algorithms do not possess a universal theoretical and…
  crossref Ülker Başar 2026-03-19T11:20:19Z 置信度 0.70
• Machine Learning Basics
  crossref Krasimira Kapitanova, Sang H. Son 2013-03-28T21:33:49Z 置信度 0.70
• Learning to Understand Image Content: Machine Learning Versus Machine Teaching Alternative
  crossref Emanuel Diamant 2007-07-12T15:56:21Z 置信度 0.70
• Machine learning in gas separation applications
  crossref Kiran Mustafa, Mashallah Rezakazemi, Rao Muhammad Mahtab Mahboob 2025-09-27T07:16:40Z 置信度 0.70
• Revenue Forecasting Using Machine Learning Models
  crossref Yashasvi Roy, Sanmukh Kaur 2023-09-05T16:35:34Z 置信度 0.70
• Introduction of machine learning
  crossref Yangli-ao Geng, Ming Liu, Qingyong Li, Ruisi He 2019-07-04T13:28:42Z 置信度 0.70
• Exploring FPGA Architecture Designs for Matrix Multiplication in Machine Learning
  crossref Jyoti Kori 2025-03-05T15:24:51Z 置信度 0.70
• Let’s Integrate with Machine Learning
  crossref Patanjali Kashyap 2023-12-22T12:03:36Z 置信度 0.70
• Impact of Machine Learning Integration in Qur’anic Studies
  The advancement in the field of computer science, especially in machine learning (ML), represents a flourishing innovation that carries great importance in the domain of education. The beneficial impact of ML can also be observed in the realm of Qur’anic studi…
  crossref Arshad Iqbal, Shabbir Hassan 2024-10-31T01:15:59Z 置信度 0.70
• Conventional Machine Learning Methods
  crossref Sangkyu Lee, Issam El Naqa 2022-02-02T12:03:00Z 置信度 0.70
• Selecting and Optimizing Machine Learning Models
  crossref Mohammad Reza Mahdiani 2026-04-30T22:20:23Z 置信度 0.70
• Virtual Singers Empowered by Machine Learning
  Combining emerging technology with entertainment, virtual singers empowered by machine learning are a relatively new but booming industry. The article introduces the application of machine learning in music, especially how machine learning is used to create th…
  crossref Siyao Li, Haoyu Liu, Pi-Ying Yen 2023-01-20T15:44:01Z 置信度 0.70
• Confidence-Aware Tiny Machine Learning Orchestration for Vibration-Based Predictive Maintenance in Automotive Powertrains
  europepmc 2026 置信度 0.80
• Tiny Machine Learning and On-Device Inference: A Survey of Applications, Challenges, and Future Directions.
  europepmc 2025 置信度 0.80
• Tiny Machine Learning Implementation for Guided Wave-Based Damage Localization.
  europepmc 2025 置信度 0.80
• Tiny Machine Learning for Concept Drift.
  europepmc 2024 置信度 0.80
• Edge intelligence for poultry welfare: Utilizing tiny machine learning neural network processors for vocalization analysis.
  europepmc 2025 置信度 0.80
• TinyNS: Platform-Aware Neurosymbolic Auto Tiny Machine Learning.
  europepmc 2024 置信度 0.80
• Tiny-Machine-Learning-Based Supply Canal Surface Condition Monitoring.
  europepmc 2024 置信度 0.80
• Thin fabric pressure sensors and TinyML smart gloves for edge IoT.
  europepmc Tuan Nghia Nguyen, Chi Cuong Vu, Viet Hoang Nguyen, Van-Ca Phan 2026 置信度 0.80
• Lightweight Adaptive YOLOv11 for Industrial Defect Perception and Closed-Loop Sorting Cybernetic Control System
  europepmc 2026 置信度 0.80
• From PhysioNet to foundation models-a history and potential futures.
  europepmc 2026 置信度 0.80
• Machine Learning-Based Classification of Retinitis Pigmentosa from Color Fundus Images: A Reproducible Benchmark and Screening-Oriented Pipeline.
  europepmc 2026 置信度 0.80
• Comparison of nuisance function construction strategies for double machine learning causal inference in single-cell transcriptomics: shared unsupervised deep learning does not require cross-fitting
  europepmc 2026 置信度 0.80
• Research on the efficacy of hybrid deep learning models for image-based classification of common oral conditions.
  europepmc 2026 置信度 0.80
• Boosting the Performance of Decentralized Federated Learning via Catalyst Acceleration.
  europepmc 2026 置信度 0.80
• Automated detection of Eimeria tenella from hematoxylin and eosin-stained chicken cecal tissues using YOLOv4-based deep learning: A proof-of-concept study.
  europepmc 2026 置信度 0.80
• An explainable hybrid deep-learning and machine learning framework for automatic coeliac disease detection from duodenal endoscopy images.
  europepmc 2026 置信度 0.80
• ZEISS arivis Cloud: a cloud-based platform for deep learning model training and scalable bioimage analysis
  europepmc 2026 置信度 0.80
• Co$^{2}$ In: a Bi-level Memory Incremental Learning Framework with Knowledge Encoding, Consolidation, and Integration.
  europepmc 2026 置信度 0.80
• Classification of Inherited Retinal Diseases Using Artificial Intelligence Models for Fundus Autofluorescence and Ultrawide Retinal Images.
  europepmc 2026 置信度 0.80
• Deep learning-based automated detection of oral squamous cell carcinoma in histopathological images: a comparative study of five CNN architectures.
  europepmc 2026 置信度 0.80
• Your phone can use tiny skin-colour changes to measure your heart rate.
  europepmc 2026 置信度 0.80
• Human gloss perception reproduced by tiny neural networks.
  europepmc 2026 置信度 0.80
• OpenSplice: the impact of half a million mutations on the alternative splicing of 600 human exons
  europepmc 2026 置信度 0.80
• Voltage and Electromagnetic Fault Injectioin in TinyML: Attacks and Countermeasures
  europepmc 2026 置信度 0.80
• Multi-Task Deep Learning Model for Automated Detection and Severity Grading of Lumbar Spinal Stenosis on MRI: Multi-Center External Validation.
  europepmc 2026 置信度 0.80
• Oriented Tiny Object Detection: A Dataset, Benchmark, and Dynamic Unbiased Learning.
  europepmc 2026 置信度 0.80
• Boosting Adversarial Training With Mitigating Hard Sample Interference.
  europepmc 2026 置信度 0.80
• Generalized Regularized Evidential Deep Learning Models: Theory and Comprehensive Evaluation.
  europepmc 2026 置信度 0.80
• Decoupling forgetting and preservation in federated unlearning via knowledge distillation.
  europepmc 2026 置信度 0.80
• Impact of simulated glasses noise on facial emotion recognition with deep learning models.
  europepmc 2026 置信度 0.80
• Spacing effect improves generalization in biological and artificial systems.
  europepmc 2026 置信度 0.80
• Active machine learning approach to adversarial training improves trade-off between natural accuracy and adversarial robustness.
  europepmc 2026 置信度 0.80
• H-QDCT: hierarchical quantum DCT for structural-textural feature fusion in medical imaging.
  europepmc 2026 置信度 0.80
• Harmonized Dual Deep Learning Architectures for Image-Based Diagnostics of Skin Neglected Tropical Diseases: Benchmark Study via Novel Funnel Framework.
  europepmc 2026 置信度 0.80
• Design and implementation of a 6-DoF robot arm control with object detection based on machine learning using mini microcontroller.
  europepmc 2026 置信度 0.80
• Parallel Collective Tiny Deep Learning System for Face and Object Reidentification in Uncontrolled Environments
  Abstract Parallel Collective Tiny Deep learning system can assist an autonomous machine such as autonomous vehicle in making the best autonomous decision. The speed of alerts and the autonomy of used programs are important factors in the generation of an effic…
  europepmc Maher Helaoui, Sahbi Bahroun 2025 置信度 0.80
• Distilled vision transformers with CNN fusion for robust cashew apple maturity prediction.
  europepmc 2026 置信度 0.80
• A hybrid system for detecting semiconductor wafer defects using modified MobileNet with multi-head attention.
  europepmc 2026 置信度 0.80
• Cross-Modal Federated TinyML for MCU-based Internet of Medical Things.
  europepmc Kainat Ibrar, Pietro Fusco, Gennaro Pio Rimoli, Francesco Palmieri 等 2026 置信度 0.80
• Explainable Split-Learning-Based Framework for Accurate Pulmonary Nodule Classification.
  europepmc 2026 置信度 0.80
• AI-Driven Design of Quantum Dots for Drug Delivery and Pharmacological Applications: A Comprehensive Review
  europepmc 2026 置信度 0.80
• Deep learning-enabled morphology analysis of bovine sperm for label-free imaging flow cytometry.
  europepmc 2026 置信度 0.80
• YOLOv13 Steel Surface Defect Detection Method Based on Multi-Scale Denoising Enhanced A2C2f Module.
  europepmc 2026 置信度 0.80
• An integrated tiny-YOLO v3 and Q-iteration framework for stable, energy-efficient autonomous navigation of quadruped robots on AMB82-mini microcontrollers.
  europepmc 2025 置信度 0.80
• TomatoweedDet: a real-field multi-class weed detection dataset and YOLO benchmark for tomato production systems.
  This study presents an approach for the object detection of multiple weeds in tomato production systems based on deep learning. A comprehensive dataset has been collected in three provinces of Türkiye (Balıkesir, Ankara, and Aksaray) under real-world field con…
  europepmc 2026 置信度 0.80
• A PRISMA–Based and PICOC–Framed Systematic Review on Physics-Informed Neural Networks, TinyML, and Edge–Cloud Collaborative Frameworks for Real–Time Photovoltaic Performance Monitoring
  Abstract The rapid global deployment of photovoltaic (PV) systems has intensified demand for real-time, interpretable, and resource-efficient monitoring solutions. Despite substantial advances across three intersecting research domains Physics – Informed Neura…
  europepmc Towani Kawonga, Josephat Kalezhi, Aaron Zimba 2026 置信度 0.80
• A Lightweight and High-Precision PCB Surface Defect Detection Method Based on YOLOv8.
  europepmc 2026 置信度 0.80
• EmbBERT: Attention under 2 MB memory.
  europepmc 2026 置信度 0.80
• Federated ConvNeXt-swin temporal fusion network for malware and botnet detection in IoT systems.
  europepmc 2026 置信度 0.80
• Defect detection method of printed circuit boards based on EDF-YOLOv10.
  europepmc 2026 置信度 0.80
• Ensemble deep learning approach for traffic video analytics in edge computing.
  europepmc 2026 置信度 0.80
• PalmNeXt: a ConvNeXt-based deep learning model for pest detection in date palm leaves.
  Automated pest detection is essential for timely and accurate crop monitoring, yet many existing approaches rely on manual inspection or computationally heavy models that struggle with small and variable datasets. To address these challenges, we introduce an e…
  europepmc 2025 置信度 0.80
• Prior-guided feature fusion for tongue image-based gastrointestinal disease auxiliary diagnosis.
  europepmc 2026 置信度 0.80
• Active Verification for Missing-Annotation-Aware Tiny Surface Defect Detection in Resistors.
  europepmc 2026 置信度 0.80
• WaveST-Yield: a novel spatio-temporal deep learning framework with frequency-domain refinement for UAV-based maize yield prediction.
  europepmc 2026 置信度 0.80
• FedMal-XAI: an explainable federated vision transformer leveraging knowledge distillation for privacy-preserving malaria detection.
  europepmc 2026 置信度 0.80
• Enhancing security in IoMT using federated TinyGAN for lightweight and accurate malware detection.
  europepmc 2026 置信度 0.80
• PruDensNet: a parameter efficient depthwise separable CNN for MRI-based brain tumor classification.
  europepmc 2026 置信度 0.80
• MB-GLOM: An attentive GLOM with multi-head projection and bottleneck residual.
  europepmc 2026 置信度 0.80
• A Novel PCB Surface Defect Detection Method Based on the GBE-YOLOv8 Model.
  europepmc 2026 置信度 0.80
• Tephritid26: A standardized, multi-angle image dataset of quarantine-significant true fruit flies for deep learning-based identification.
  europepmc 2026 置信度 0.80
• Biochemical-knowledge-driven machine learning pipeline for generating potent antimicrobial peptides.
  europepmc 2026 置信度 0.80
• A multi-modal dataset for insect biodiversity with imagery and DNA at the trap and individual level.
  europepmc 2026 置信度 0.80
• Development of a deep learning based framework for classification of Indian venomous snakes integrated with explainable artificial intelligence for primary and emergency care providers.
  europepmc 2026 置信度 0.80
• How AI Will Transform the Care of Patients With DGBIs.
  europepmc 2026 置信度 0.80
• A Data-Efficient Machine Learning Approach for Breast Ultrasound Lesion Classification Integrating Image-Derived Features and Sonographic Descriptors.
  europepmc 2026 置信度 0.80
• Interpretable Biological Sequence Clustering with <i>i</i> Clust
  europepmc 2026 置信度 0.80
• SAMJ: fast image annotation on ImageJ/Fiji via segment anything model.
  europepmc 2026 置信度 0.80
• High-Speed Die Bond Quality Detection Using Lightweight Architecture DSGβSI-SECS-Yolov7-Tiny.
  europepmc 2025 置信度 0.80
• Wooden-Tip Electrospray Ionization Mass Spectrometry Combined With Machine Learning for Differentiating Thyroid Tumours.
  europepmc 2026 置信度 0.80
• Indoor air quality in primary schools: real-time monitoring and predictive modeling of PM&lt;sub&gt;10&lt;/sub&gt; in Kenitra, Morocco.
  europepmc 2026 置信度 0.80
• GMFNet: A GADF-Mamba Fusion Network for Soybean Seed Hyperspectral Classification.
  europepmc 2026 置信度 0.80
• ConvDeiT-Tiny: Adding Local Inductive Bias to DeiT-Ti for Enhanced Maize Leaf Disease Classification.
  europepmc 2026 置信度 0.80
• A Verifiable Framework for Brain Tumor Classification: Combining Vision Transformers, Class-Weighted Learning, and SMT-Based Formal Decision Traces.
  europepmc 2026 置信度 0.80
• Multi-scale feature integration with enhanced cytomorph for high-accuracy cervical cytology classification.
  europepmc 2026 置信度 0.80
• DTL: Parameter- and Memory-Efficient Disentangled Vision Learning.
  europepmc 2026 置信度 0.80
• Interpretable stacking model integrating intra-/peritumoral CT-radiomics and serum biomarkers for predicting microvascular invasion in HCC: a dual-center retrospective study.
  europepmc 2026 置信度 0.80
• The Fifth Edition of the Automated Assessment of Pain (AAP 2025).
  europepmc 2025 置信度 0.80
• Special Issue "Raman Spectroscopy and Machine Learning in Human Disease".
  europepmc 2025 置信度 0.80
• AI-Enhanced Bionic Aquatic E-Skin Enables Precise Capture of Minimal Tactile Differences Toward Undisturbed Underwater Interaction.
  Future marine exploitation requires underwater robots with reliable tactile perception. However, existing underwater haptic sensing technology remains challenged in discriminating similar physical properties among objects owing to strong hydrodynamic noise. He…
  europepmc 2026 置信度 0.80
• Detection of commercial crop weeds using machine learning algorithms.
  europepmc 2025 置信度 0.80
• Thermodynamic natural gradient descent (NGD-T) regulates natural-gradient steps by a geometric speed-cost bound.
  europepmc 2026 置信度 0.80
• Machine learning approaches for data-driven hydrocarbon bioaugmentation and phytoremediation: the role of multi-omics insights.
  europepmc 2026 置信度 0.80
• TinyML Anomaly Detection and Fault Prediction for Industrial Applications
  europepmc 2025 置信度 0.80
• Deep learning-based detection of retinal detachment with vitreous hemorrhage in ocular ultrasound images.
  europepmc 2026 置信度 0.80
• Modeling the hallucinatory effects of classical psychedelics in terms of replay-dependent plasticity mechanisms.
  europepmc 2026 置信度 0.80
• Incomplete Multi-Modal Disentanglement Learning With Application to Alzheimer's Disease Diagnosis.
  europepmc 2026 置信度 0.80
• 'Tiny' AI model beats massive LLMs at logic test.
  europepmc 2025 置信度 0.80