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Ding Li , Yan Liu , Jun Huang : Assessment of Software Vulnerability Contributing Factors by Model-Agnostic Explainable AI. Mach. Learn. Knowl. Extr. 6 (2 ) : 1087-1113 (2024 )share record
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Maximilian Lowin : A Text-Based Predictive Maintenance Approach for Facility Management Requests Utilizing Association Rule Mining and Large Language Models. Mach. Learn. Knowl. Extr. 6 (1 ) : 233-258 (2024 )export record
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Leandra Lukomski , Juan I. Pisula , Naita Wirsik , Alexander Damanakis , Jin-On Jung , Karl Knipper , Rabi R. Datta , Wolfgang Schröder , Florian Gebauer , Thomas Schmidt , Alexander Quaas , Katarzyna Bozek , Christiane J. Bruns , Felix Popp : Analyzing the Impact of Oncological Data at Different Time Points and Tumor Biomarkers on Artificial Intelligence Predictions for Five-Year Survival in Esophageal Cancer. Mach. Learn. Knowl. Extr. 6 (1 ) : 679-698 (2024 )share record
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Liang Luo , George K. Stylios : Algorithmic Information Theory for the Precise Engineering of Flexible Material Mechanics. Mach. Learn. Knowl. Extr. 6 (1 ) : 215-232 (2024 )share record
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Enqi Ma , Zbigniew J. Kabala : Refereeing the Sport of Squash with a Machine Learning System. Mach. Learn. Knowl. Extr. 6 (1 ) : 506-553 (2024 )export record
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Ivan P. Malashin , Igor S. Masich , Vadim Tynchenko , Andrei P. Gantimurov , Vladimir A. Nelyub , Aleksey S. Borodulin : Image Text Extraction and Natural Language Processing of Unstructured Data from Medical Reports. Mach. Learn. Knowl. Extr. 6 (2 ) : 1361-1377 (2024 )export record
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Cezary Maszczyk , Marek Sikora , Lukasz Wróbel : Classification, Regression, and Survival Rule Induction with Complex and M-of-N Elementary Conditions. Mach. Learn. Knowl. Extr. 6 (1 ) : 554-579 (2024 )share record
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Devang Mehta , Noah Klarmann : Autoencoder-Based Visual Anomaly Localization for Manufacturing Quality Control. Mach. Learn. Knowl. Extr. 6 (1 ) : 1-17 (2024 )export record
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Foziya Ahmed Mohammed , Kula Kekeba Tune , Beakal Gizachew Assefa , Marti Jett , Seid Y. Muhie : Medical Image Classifications Using Convolutional Neural Networks: A Survey of Current Methods and Statistical Modeling of the Literature. Mach. Learn. Knowl. Extr. 6 (1 ) : 699-736 (2024 )export record
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Shira Nemirovsky-Rotman , Eyal Bercovich : Explicit Physics-Informed Deep Learning for Computer-Aided Diagnostic Tasks in Medical Imaging. Mach. Learn. Knowl. Extr. 6 (1 ) : 385-401 (2024 )export record
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Musacchio Nicoletta , Rita Zilich , Davide Masi , Fabio Baccetti , Besmir Nreu , Carlo Bruno Giorda , Giacomo Guaita , Lelio Morviducci , Marco Muselli , Alessandro Ozzello , Federico Pisani , Paola Ponzani , Antonio Rossi , Pierluigi Santin , Damiano Verda , Graziano Di Cianni , Riccardo Candido : Overcoming Therapeutic Inertia in Type 2 Diabetes: Exploring Machine Learning-Based Scenario Simulation for Improving Short-Term Glycemic Control. Mach. Learn. Knowl. Extr. 6 (1 ) : 420-434 (2024 )export record
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Ekaterina Novozhilova , Kate K. Mays , Sejin Paik , James E. Katz : More Capable, Less Benevolent: Trust Perceptions of AI Systems across Societal Contexts. Mach. Learn. Knowl. Extr. 6 (1 ) : 342-366 (2024 )export record
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Faith Nwokoma , Justin Foreman , Cajetan M. Akujuobi : Effective Data Reduction Using Discriminative Feature Selection Based on Principal Component Analysis. Mach. Learn. Knowl. Extr. 6 (2 ) : 789-799 (2024 )export record
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Soma Onishi , Masahiro Nishimura , Ryota Fujimura , Yoichi Hayashi : Why Do Tree Ensemble Approximators Not Outperform the Recursive-Rule eXtraction Algorithm? Mach. Learn. Knowl. Extr. 6 (1 ) : 658-678 (2024 )share record
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Mustafa Pamuk , Matthias Schumann , Robert C. Nickerson : What Do the Regulators Mean? A Taxonomy of Regulatory Principles for the Use of AI in Financial Services. Mach. Learn. Knowl. Extr. 6 (1 ) : 143-155 (2024 )export record
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Manja Mai-Ly Pfaff-Kastner , Ken Wenzel , Steffen Ihlenfeldt : Concept Paper for a Digital Expert: Systematic Derivation of (Causal) Bayesian Networks Based on Ontologies for Knowledge-Based Production Steps. Mach. Learn. Knowl. Extr. 6 (2 ) : 898-916 (2024 )share record
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Tan-Hanh Pham , Kim-Doang Nguyen : Soil Sampling Map Optimization with a Dual Deep Learning Framework. Mach. Learn. Knowl. Extr. 6 (2 ) : 751-769 (2024 )export record
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Kristina Polotskaya , Carlos S. Muñoz-Valencia , Alejandro Rabasa , Jose A. Quesada-Rico , Domingo Orozco-Beltrán , Xavier Barber : Bayesian Networks for the Diagnosis and Prognosis of Diseases: A Scoping Review. Mach. Learn. Knowl. Extr. 6 (2 ) : 1243-1262 (2024 )export record
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Jorge Blanco Prieto , Marina Ferreras González , Steven Van Vaerenbergh , Oscar Jesús Cosido Cobos : A Data Mining Approach for Health Transport Demand. Mach. Learn. Knowl. Extr. 6 (1 ) : 78-97 (2024 )export record
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Florian Jürgen Raimann , Vanessa Neef , Marie Charlotte Hennighausen , Kai Zacharowski , Armin Niklas Flinspach : Evaluation of AI ChatBots for the Creation of Patient-Informed Consent Sheets. Mach. Learn. Knowl. Extr. 6 (2 ) : 1145-1153 (2024 )export record
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Swati Rastogi , Siddhartha P. Duttagupta , Anirban Guha : Design and Implementation of a Self-Supervised Algorithm for Vein Structural Patterns Analysis Using Advanced Unsupervised Techniques. Mach. Learn. Knowl. Extr. 6 (2 ) : 1193-1209 (2024 )export record
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Pablo Rivas , Javier Orduz , Tonni Das Jui , Casimer M. DeCusatis , Bikram Khanal : Quantum-Enhanced Representation Learning: A Quanvolutional Autoencoder Approach against DDoS Threats. Mach. Learn. Knowl. Extr. 6 (2 ) : 944-964 (2024 )share record
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Mailson Ribeiro Santos , Luiz Affonso Guedes , Ignacio Sánchez-Gendriz : SHapley Additive exPlanations (SHAP) for Efficient Feature Selection in Rolling Bearing Fault Diagnosis. Mach. Learn. Knowl. Extr. 6 (1 ) : 316-341 (2024 )share record
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Heesung Shim , Jonathan E. Allen , W. F. Drew Bennett : Enhancing Docking Accuracy with PECAN2, a 3D Atomic Neural Network Trained without Co-Complex Crystal Structures. Mach. Learn. Knowl. Extr. 6 (1 ) : 642-657 (2024 )export record
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Daswin De Silva , Shalinka Jayatilleke , Mona El-Ayoubi , Zafar Issadeen , Harsha Moraliyage , Nishan Mills : The Human-Centred Design of a Universal Module for Artificial Intelligence Literacy in Tertiary Education Institutions. Mach. Learn. Knowl. Extr. 6 (2 ) : 1114-1125 (2024 )export record
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Lucileide M. D. Da Silva , Sérgio N. Silva , Luísa C. de Souza , Karolayne S. Azevedo , Luiz Affonso Guedes , Marcelo A. C. Fernandes : A New and Lightweight R-Peak Detector Using the TEDA Evolving Algorithm. Mach. Learn. Knowl. Extr. 6 (2 ) : 736-750 (2024 )export record
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Robin Ströbel , Marcus Mau , Alexander Puchta , Jürgen Fleischer : Improving Time Series Regression Model Accuracy via Systematic Training Dataset Augmentation and Sampling. Mach. Learn. Knowl. Extr. 6 (2 ) : 1072-1086 (2024 )export record
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Jinzhao Tian , Tianya Zhao , Zhuorui Li , Tian Li , Haipei Bie , Vivian Loftness : VOD: Vision-Based Building Energy Data Outlier Detection. Mach. Learn. Knowl. Extr. 6 (2 ) : 965-986 (2024 )share record
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Fouad Trad , Ali Chehab : Prompt Engineering or Fine-Tuning? A Case Study on Phishing Detection with Large Language Models. Mach. Learn. Knowl. Extr. 6 (1 ) : 367-384 (2024 )export record
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Melina Tziomaka , Athanasios Kallipolitis , Andreas Menychtas , Parisis Gallos , Christos Panagopoulos , Alice Georgia Vassiliou , Edison Jahaj , Ioanna Dimopoulou , Anastasia Kotanidou , Ilias Maglogiannis : Extracting Interpretable Knowledge from the Remote Monitoring of COVID-19 Patients. Mach. Learn. Knowl. Extr. 6 (2 ) : 1323-1342 (2024 )