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Machine Learning and Knowledge Extraction

IF6
Papers830
Citations1846
Journal Papers 824
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RoboSurg-VQA: A Multimodal Visual Question Answering Benchmark Derived from Surgical Segmentation Data
deleteMachine Learning and Knowledge Extraction
IF6
delete2026-09-28
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deleteChengyi Zhang; Zi Ye; Ziyang Wang
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Comparing Clinical Metadata Fusion Strategies for Diabetic and Hypertensive Retinopathy Classification
deleteMachine Learning and Knowledge Extraction
IF6
delete2026-09-28
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deleteVinicius de Carvalho Rispoli; Alan Müller; Weverson Garcia Medeiros; Marília Miranda Forte Gomes; Thiago Alves Martins; Rodolfo Deusdará
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Auditing Multimodal Fusion Benchmarks: Leakage, Attribution, and Calibration in Elderly Fall Detection
deleteMachine Learning and Knowledge Extraction
IF6
delete2026-09-28
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deleteAbha Tewari; Dhananjay Kalbande
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Rademacher Complexity-Guided Genetic Programming for Interpretable Spectral Index Discovery in UAV-Based Mistletoe Detection
deleteMachine Learning and Knowledge Extraction
IF6
delete2026-09-26
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deletePaola Andrea Mejia-Zuluaga; León Dozal; Juan C. Valdiviezo-Navarro
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Learning to Route On-Chip: A Survey of Machine Learning-Based Routing in Networks-on-Chip and Its Hardware Overheads
deleteMachine Learning and Knowledge Extraction
IF6
delete2026-09-26
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deleteBernardo Ibarra Infante; Remberto Sandoval Aréchiga; Víktor Iván Rodríguez Abdalá; Salvador Ibarra Delgado; José Ricardo Gómez Rodríguez; Ana Gabriela Castañeda Miranda
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Asymmetric Focal Loss Improves Graph Neural Network Prediction of Drug-Pair-Associated Polypharmacy Side Effects
deleteMachine Learning and Knowledge Extraction
IF6
delete2026-09-24
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deleteFaranak Hatami; Mousa Moradi
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Vehicle Detection and Classification with Compact Sensor Technologies and Convolutional Neural Networks
deleteMachine Learning and Knowledge Extraction
IF6
delete2026-09-23
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deleteJessy Wu; Brett J. Borghetti; Anthony L. Franz; Darren E. Holland; Abigail A. Bickley
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Ethical and Socially Aware English–Norwegian Hate Speech Detection: A Systematic Design Framework
deleteMachine Learning and Knowledge Extraction
IF6
delete2026-09-22
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deleteEhtesham Hashmi; Sule Yildirim Yayilgan
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Hierarchical Temporal Runtime Assurance for Controlled Agentic AI Systems: Safety Shielding, Auditable Action Repair, and Bounded Recovery
deleteMachine Learning and Knowledge Extraction
IF6
delete2026-09-22
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deleteTymoteusz Miller
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An Improved Differential Evolution Algorithm Using Mahalanobis Distance and Cholesky Decomposition for Wrapper-Based Feature Selection
deleteMachine Learning and Knowledge Extraction
IF6
delete2026-09-21
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deleteAngel Casas-Ordaz; Diego Oliva; Marco Pérez-Cisneros; Guillermo Sosa-Gómez; Itzel Aranguren; Arturo Valdivia-G
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Efficient Certified Robustness Assessment for Transformer Models via Verifier-Aware Perturbation-Position Scheduling
deleteMachine Learning and Knowledge Extraction
IF6
delete2026-09-21
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deleteVafali Soltanmuradov; Riccardo Berta; Luca Lazzaroni; David Martín Gómez; Alessandro Pighetti; Francesco Bellotti
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Improving Graph-Based Sleep Staging with Shared Waveform Node Representations
deleteMachine Learning and Knowledge Extraction
IF6
delete2026-09-19
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deleteSimona Juvină; Ana Neacșu Nicolae
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Privacy-Preserving Process Model Discovery Using Fully Homomorphic and Quantum-Safe Encryption
deleteMachine Learning and Knowledge Extraction
IF6
delete2026-09-18
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deleteHector Alan de la Fuente-Anaya; Miguel Morales-Sandoval; Heidy Marisol Marin-Castro
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Behavioral Analysis of Transfer Learning in DQN-Based Pedestrian Agents Using Single-Agent Pretraining
deleteMachine Learning and Knowledge Extraction
IF6
delete2026-09-17
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deleteTomohiro Hayashida; Shinya Sekizaki; Natsuki Kato
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Recurrent Graph Attention over Longitudinal Brain Networks Predicts Conversion from Mild Cognitive Impairment to Alzheimer’s Disease
deleteMachine Learning and Knowledge Extraction
IF6
delete2026-09-16
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deleteMedet Ashimgaliyev; Ainur Zhumadillayeva; Miras Mussabek; Nurbek Saparkhojayev; Peiwu Qin; Dusmat Zhamangarin
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Functional Kolmogorov-Arnold Network: A Hilbert-Space Perspective on Spatial Representation Learning for Medical Image Segmentation
deleteMachine Learning and Knowledge Extraction
IF6
delete2026-09-16
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deleteMaksim Penkin; Andrey Krylov
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Geometry-Aware 1D Residual CNN-BiLSTM Network for Automated Vertebral Localization and Scoliosis Classification
deleteMachine Learning and Knowledge Extraction
IF6
delete2026-09-16
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deletePei-Chen Kuo; Yen-Ching Chang
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Context-Aware LLM-Guided Neighbourhood Search for Simulation-Based Production Scheduling
deleteMachine Learning and Knowledge Extraction
IF6
delete2026-09-16
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deleteRóbert Skapinyecz
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Bridging Knowledge and Learning: A Multi-Axis Analytical Survey for Neurosymbolic Artificial Intelligence
deleteMachine Learning and Knowledge Extraction
IF6
delete2026-09-15
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deleteSotiris Zikas; Katerina Gkirtzou; Theodor Panagiotakopoulos; Yiannis Kiouvrekis
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A Gradient-Level Diagnosis of Extreme Class Imbalance in Multiple Instance Learning via q-Calculus
deleteMachine Learning and Knowledge Extraction
IF6
delete2026-09-15
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deleteArif Ali Rehman; Enrique Nava Baro; Pablo Otero
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