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Machine Learning and Knowledge Extraction

IF6
Papers908
Citations2553
Journal Papers 908
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Evaluating TFE in YOLO11 P2 Variants for Floating Debris Detection: Performance by Object Size and Computational Cost
deleteMachine Learning and Knowledge Extraction
IF6
delete2026-11-12
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deleteAntonio García-Gutiérrez; Daniel Canton-Enriquez; Fidel González Gutiérrez; Diana-Margarita Córdova-Esparza; Julio-Alejandro Romero-González; Juvenal Rodriguez-Resendiz; Juan Terven; José M. Álvarez-Alvarado
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Adversarial Retraining for Machine Learning-Based Man-in-the-Middle Attack Detection in Smart Grid Industrial Control Systems
deleteMachine Learning and Knowledge Extraction
IF6
delete2026-11-12
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deleteMd Mamunur Rashid; Shahriar Kaisar; Sakib Shahriar Shafin; Joarder Kamruzzaman; Tasadduq Imam
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FL-SDMN: Federated Learning-Based Software-Defined Mobile Networking for Intelligent Handover Optimization
deleteMachine Learning and Knowledge Extraction
IF6
delete2026-11-11
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deleteTeresia Ankome; Guy-Alain Lusilao Zodi; Eisuke Hanada
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Quality-Driven Reinforcement Learning for Adaptive Loss Weighting in Survey-Vehicle Removal of Mobile Mapping Panoramas
deleteMachine Learning and Knowledge Extraction
IF6
delete2026-11-11
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deleteLuepol Pipanmekaporn; Kanabadee Srisomboon; Wilaiporn Lee; Akara Prayote
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Clinical-Radiomic Integration for Postoperative Glioma Recurrence and Survival Prediction
deleteMachine Learning and Knowledge Extraction
IF6
delete2026-11-11
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deleteSafa Farokhi Nia; Vahid Shafaie; Majid Movahedi Rad
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Boundary Screening Bounds the Evidence in Span Masking but Does Not Predict Linear-Probe Representation Quality at Small Scale
deleteMachine Learning and Knowledge Extraction
IF6
delete2026-11-11
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deleteSuwichai Phunsa; Thawatchai Chomsiri
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Composable Risk Certificates for Educational Prediction: Antichain Optimization and Controlled Simulations
deleteMachine Learning and Knowledge Extraction
IF6
delete2026-11-11
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deleteAndrás Szeberényi; Róbert Balku
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Deep Learning Stock Index Forecasting Against Tuned Learners and Naive Baselines Under a Leakage-Free Protocol
deleteMachine Learning and Knowledge Extraction
IF6
delete2026-11-11
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deleteArsanchai Sukkuea; Tanawat Rungwallapa; Nanda Kumar Tharu; Pensiri Akkajit
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Preserving Detector Semantics in TinyML Updates: Pipeline Contracts and the Limits of Compatible Export
deleteMachine Learning and Knowledge Extraction
IF6
delete2026-11-11
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deleteAigul Shaikhanova; Oleksandr Kuznetsov; Yernat Atanbayev; Ruslan Turguldinov; Timur Kapsatarov; Aizhan Tokkuliyeva
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Probabilistic Coherence of Stated Diagnostic Beliefs in Large Language Models: Anchored Tests on a Synthetic Clinical Corpus
deleteMachine Learning and Knowledge Extraction
IF6
delete2026-11-11
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deleteGovind Arun; Ajo Babu George; Balu Bhasuran
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Plausible but Unfaithful? Auditing LLM-Generated Explanations in Cultural Recommender Systems
deleteMachine Learning and Knowledge Extraction
IF6
delete2026-11-11
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deleteMarkos Konstantakis; George Caridakis
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Health-Related Quality of Life Among US Adults with Long COVID: Development and External Validation of a Prediction Model
deleteMachine Learning and Knowledge Extraction
IF6
delete2026-11-04
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deleteTahmina Nasrin Poly; Md. Mohaimenul Islam; Ming-Chin Lin
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ByteScope: Detection-Aware Learning for Robust Visual Malware Recognition Under Leakage-Audited, Open-World Evaluation
deleteMachine Learning and Knowledge Extraction
IF6
delete2026-11-04
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deleteArsanchai Sukkuea; Pensiri Akkajit; Nanda Kumar Tharu; Nat Wannawas
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Encoder Mixing for Unsupervised Topic Discovery in Multi-Platform Chat: An Exploratory Study on Proxy Corpora
deleteMachine Learning and Knowledge Extraction
IF6
delete2026-10-30
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deleteRajon Bardhan; Venkat Sumanth; Gokila Dorai; Pramesh Regmi; Piyush Kumar
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Evaluating Model Complexity in a Small Single-Center Clinical Tabular Dataset: A Leakage-Controlled and Calibration-Aware Case Study of MINOCA–Coronary Slow-Flow Differentiation
deleteMachine Learning and Knowledge Extraction
IF6
delete2026-10-29
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deleteHalit Irmak; Mehmet Ali Işık; Fahri Er; Ali Duygu
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A Controlled Disentanglement Protocol for Label-Efficient Fraud Detection on Drifting Transaction Graphs
deleteMachine Learning and Knowledge Extraction
IF6
delete2026-10-29
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deleteKamal Al-Sabahi; Nasser Al Musalhi; Faozi A. Almaqtari
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Metrics and a Single-Pass Framework for Disentangling Feature-Level Privacy Risk in Machine Learning Models
deleteMachine Learning and Knowledge Extraction
IF6
delete2026-10-29
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deleteDaniel S. Soper
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Routing-Aware Explanations for Mixture of Experts Graph Models in Malware Detection
deleteMachine Learning and Knowledge Extraction
IF6
delete2026-10-29
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deleteHossein Shokouhinejad; Roozbeh Razavi-Far; Griffin Higgins; Ali A. Ghorbani
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Adapting Skew-Probabilistic Neural Networks for Credit-Risk Probability Estimation
deleteMachine Learning and Knowledge Extraction
IF6
delete2026-10-28
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deleteMagzhan Bimoldan; Syrym Kasenov
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MoCvT-SAR: A Lightweight MobileNetV4-CvT Hybrid Network for Student Activity Recognition in Smart Classrooms
deleteMachine Learning and Knowledge Extraction
IF6
delete2026-10-28
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deleteSiham Essahraui; Jouhayna Driouach; Rania El-Otmani; Ibrahim Ouahbi; Khalid El Makkaoui
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