Machine Learning articles for United Kingdom (UK)

Time frame: 1 May 2025 - 30 April 2026

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Count: 93

Article ‘Count’ for Machine Learning.

Journal Count Share
1 0.09
GrapheneChat: A Large Language Model for Enhancing Graphene Research 0.09
1 0.07
2D Covalent Organic Framework‐Based Heterostructure for Neuromorphic Visual Processing 0.07
1 1.00
Spatial-Spectral Deep Learning for Prostate Cancer Tissue Classification in Infrared Spectroscopy 1.00
2 0.71
The impact of deep reinforcement learning-based traffic signal control on Emission reduction in urban Road networks empowered by cooperative vehicle-infrastructure systems 0.46
Reliability assessment of multi-agent reinforcement learning algorithms for hybrid local electricity market simulation 0.25
1 0.14
Development of non-spatial grid-like neural codes tracks inference and intelligence 0.14
1 1.00
Facial Emotion Recognition from Feature Loss Media: Human versus Machine Learning Algorithms 1.00
1 0.80
Grid cell distortion is associated with increased distance estimation error in polarized environments 0.80
3 2.20
A knowledge-based safe reinforcement learning approach for real-time automatic control in a smart energy hub 1.00
Modeling of propane thermal cracking process via physics-informed neural networks with process-consistent constraints 0.40
Condition monitoring of an oxy-biomass combustion process through flame imaging and incremental deep learning 0.80
19 10.51
Planning under Uncertainty from Behaviour Trees 1.00
All-in-one Defensive Network (ADNet): Trustworthy Segmentation of Complex Maritime Environments for Unmanned Surface Vessels (USVs) 0.88
Revisiting 3D Curve to Surface Registration using Tangent and Normal Vectors for Computer-Assisted Orthopedic Surgery 0.08
Ray Visual Odometry 1.00
Self-supervised 3D Reconstruction of Tibia and Fibula from Biplanar X-rays 0.25
TAR: Teacher-Aligned Representations via Contrastive Learning for Quadrupedal Locomotion 1.00
Registration After Completion: Towards Sparse and Partial Point Set Registration for Computer-Assisted Orthopedic Surgery 0.07
Lightweight Temporal Transformer Decomposition for Federated Autonomous Driving 0.31
Towards Surgical Task Automation: Actor-Critic Models Meet Self-Supervised Imitation Learning* 0.69
Estimating Continuum Robot Shape under External Loading using spatiotemporal Neural Networks 0.10
Can Real-to-Sim Approaches Capture Dynamic Fabric Behavior for Robotic Fabric Manipulation? 1.00
DEEP-SEA: Deep-Learning Enhancement for Environmental Perception in Submerged Aquatics 0.75
Directed Spatial Consistency-Based Partial-to-Partial Point Cloud Registration with Deep Graph Matching 0.07
Dynamic Risk-Aware MPPI for Mobile Robots in Crowds via Efficient Monte Carlo Approximations 0.20
A Multi-Task Learning System for Composites Defect Segmentation and Classification with TacRoller 0.83
DarkSeg: Infrared-Driven Semantic Segmentation for Garment Grasping Detection in Low-Light Conditions 0.20
Correspondence-Free Multiview Point Cloud Registration via Depth-Guided Joint Optimisation 0.25
Training People to Reward Robots 1.00
PlanarMesh: Building Compact 3D Meshes from LiDAR using Incremental Adaptive Resolution Reconstruction 0.83
3 1.53
3D excitation-emission matrix (EEM) fluorescence-based efficient detection of cosmetics health risks: comparative AI algorithm and eXtreme Gradient Boosting (XGBoost) implementations 0.27
Deep learning-based plastic classification using spectroscopic data 0.79
Learning from new products: A robust end-of-life object detection model for robotic disassembly using the dual constraints of anchors and corners 0.48
1 0.40
Hippocampal ripples during offline periods predict human motor sequence learning 0.40
2 1.83
Discovering state-of-the-art reinforcement learning algorithms 1.00
Analog optical computer for AI inference and combinatorial optimization 0.83
30 11.26
Convolutional neural networks quantify antibiotic resistance in Mycobacterium tuberculosis with diagnostic grade accuracy and predict treatment response 0.01
A conversational multi-agent AI system for automated plant phenotyping 0.96
International testing and refinement of AI algorithms predicting acute leukemia subtypes from routine laboratory data 0.05
Getting robots back on track by reconstituting control in unexpected situations with online learning 1.00
Physical echo state network based on the nonlinearity and dynamic response of ambipolar heterostructure transistors 0.06
Understanding pre-training data effects in retinal foundation models using two large fundus cohorts 0.51
Auditing unauthorized training data from AI generated content using information isotopes 0.14
Ultrafast visual perception beyond human capabilities enabled by motion analysis using synaptic transistors 0.15
Closed-form feedback-free learning with forward projection 1.00
Model-agnostic linear-memory online learning in spiking neural networks 0.13
NTAC: Neuronal type assignment from connectivity 0.25
Distributionally robust free energy principle for decision-making 0.25
Scaling deep learning for material imaging with a pseudo 3D model for domain transfer 0.20
SINDy-RL for interpretable and efficient model-based reinforcement learning 0.20
Efficient event-based delay learning in spiking neural networks 1.00
Generative discovery of partial differential equations by learning from math handbooks 0.31
Adaptable graph region for optimizing performance in dynamic system long-term forecasting via time-aware expert 0.08
Neuromorphic computing paradigms enhance robustness through spiking neural networks 0.25
Hippocampus supports multi-task reinforcement learning under partial observability 0.61
Entorhinal grid-like codes for visual space during memory formation 0.13
Pathologist-like explainable AI for interpretable Gleason grading in prostate cancer 0.02
Digital-analog hybrid matrix multiplication processor for optical neural networks 0.06
Artificial transneurons emulate neuronal activity in different areas of brain cortex 0.33
Detecting deformation mechanisms of metals from acoustic emission signals through knowledge-driven unsupervised learning 0.07
Training a high-performance retinal foundation model with half-the-data and 400 times less compute 1.00
Taming the chaos gently: a predictive alignment learning rule in recurrent neural networks 0.50
An end-to-end attention-based approach for learning on graphs 0.75
Lightweight error-tolerant edge detection using memristor-enabled stochastic computing 0.09
Lightweight deep learning for real-time road distress detection on mobile devices 0.17
GelGenie: an AI-powered framework for gel electrophoresis image analysis 1.00
1 0.80
Humans and neural networks show similar patterns of transfer and interference during continual learning 0.80
2 0.52
Competitive interactions shape mammalian brain network dynamics and computation 0.25
Infinite hidden Markov models can dissect the complexities of learning 0.26
2 0.28
Linking neural manifolds to circuit structure in recurrent networks 0.17
Human hippocampal ripples align new experiences with a grid-like schema 0.11
2 1.10
Neural population dynamics and temporal context cells in macaque medial parietal cortex support temporal order memory 0.10
BehaveAI enables rapid detection and classification of objects and behavior from motion 1.00
2 1.10
Spread complexity rate as proper momentum 0.60
Deep finite temperature bootstrap 0.50
1 0.20
Unsupervised Learning for Anticipating Critical Transitions 0.20
2 0.89
Fisher Information Flow in Artificial Neural Networks 0.29
RL Perceptron: Generalization Dynamics of Policy Learning in High Dimensions 0.60
6 3.20
Human hippocampal theta–gamma coupling coordinates sequential planning during navigation 1.00
The seeds of the future are in the present: A blind exploration of metastable states 0.13
High-speed X-ray tomography for 4D imaging 0.67
Automaticity speeds the retrieval of instances from the human hippocampus 0.11
Hippocampal mismatch signals are based on episodic memories and not schematic knowledge 0.80
Rapid, interpretable data-driven models of neural dynamics using recurrent mechanistic models 0.50
2 1.25
Evaluation of a Mammography-based Deep Learning Model for Breast Cancer Risk Prediction in a Triennial Screening Program. 0.97
Performance of Algorithms Submitted in the 2023 RSNA Screening Mammography Breast Cancer Detection AI Challenge. 0.29
1 0.11
Cortical glutamatergic and GABAergic inputs support learning-driven hippocampal stability 0.11
2 1.13
High-capacity directional information processor using all-optical multilayered neural networks 0.13
Communication of perceptual predictions from the hippocampus to the deep layers of the parahippocampal cortex 1.00
1 0.50
Temporal-Difference Estimation of Dynamic Discrete Choice Models 0.50
3 1.66
Transfer Learning with Graph Neural Networks for Pressure Estimation in Monitoring-Limited Water Distribution Networks 0.83
Enhancing explainable AI with graph signal processing: Applications in water distribution systems 0.20
Heterogeneous graph neural networks enhance pressure estimation in water distribution networks 0.63

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