Mach. Learn. Knowl. Extr., Volume 6, Issue 1 (March 2024) Table of Contents

An Ensemble-Based Multi-Classification ML Classifier for Detecting Cyberbullying Mach. Learn. Knowl. Extr., Volume 6, Issue 1 (March 2024) Table of Contents Highlights Read our recent reviews collection here. Read our Most Cited & Viewed papers here. Cover Story Article: An Ensemble-Based Multi-Classification Machine Learning Classifiers Approach to Detect Multiple Classes of Cyberbullying Abdulkarim Faraj Alqahtani and Mohammad Ilyas Mach. Learn. Knowl. Extr. 2024, 6(1), 156-170; DOI: 10.3390/make6010009 Sections Data Learning Visualization Privacy Network General Special Issues Open for Submissions Topical Collections (without Deadline) Data Review: GAN-Based Tabular Data Generator for Constructing Synopsis in Approximate Query Processing: Challenges and Solutions Mohammadali Fallahian, Mohsen Dorodchi and Kyle Kreth Mach. Learn. Knowl. Extr. 2024, 6(1), 171-198; DOI: 10.3390/make6010010 Article: An Evaluative Baseline for Sentence-Level Semantic Division Kuangsheng Cai, Zugang Chen, Hengliang Guo, Shaohua Wang, Guoqing Li, Jing Li, Feng Chen and Hang Feng Mach. Learn. Knowl. Extr. 2024, 6(1), 41-52; DOI: 10.3390/make6010003 Article: A Data Mining Approach for Health Transport Demand Jorge Blanco Prieto, Marina Ferreras González, Steven Van Vaerenbergh and Oscar Jesús Cosido Cobos Mach. Learn. Knowl. Extr. 2024, 6(1), 78-97; DOI: 10.3390/make6010005 Article: Algorithmic Information Theory for the Precise Engineering of Flexible Material Mechanics Liang Luo and George K. Stylios Mach. Learn. Knowl. Extr. 2024, 6(1), 215-232; DOI: 10.3390/make6010012 Article: A Text-Based Predictive Maintenance Approach for Facility Management Requests Utilizing Association Rule Mining and Large Language Models Maximilian Lowin Mach. Learn. Knowl. Extr. 2024, 6(1), 233-258; DOI: 10.3390/make6010013 Learning Article: The Impact of Light Conditions on Neural Affect Classification: A Deep Learning Approach Sophie Zentner, Alberto Barradas Chacon and Selina C. Wriessnegger Mach. Learn. Knowl. Extr. 2024, 6(1), 199-214; DOI: 10.3390/make6010011 Article: Real-Time Droplet Detection for Agricultural Spraying Systems: A Deep Learning Approach Nhut Huynh and Kim-Doang Nguyen Mach. Learn. Knowl. Extr. 2024, 6(1), 259-282; DOI: 10.3390/make6010014 Article: SHapley Additive exPlanations (SHAP) for Efficient Feature Selection in Rolling Bearing Fault Diagnosis Mailson Ribeiro Santos, Affonso Guedes and Ignacio Sanchez-Gendriz Mach. Learn. Knowl. Extr. 2024, 6(1), 316-341; DOI: 10.3390/make6010016 Article: Machine Learning Predictive Analysis of Liquefaction Resistance for Sandy Soils Enhanced by Chemical Injection Yuxin Cong, Toshiyuki Motohashi, Koki Nakao and Shinya Inazumi Mach. Learn. Knowl. Extr. 2024, 6(1), 402-419; DOI: 10.3390/make6010020 Article: Refereeing the Sport of Squash with a Machine Learning System Enqi Ma and Zbigniew J. Kabala Mach. Learn. Knowl. Extr. 2024, 6(1), 506-553; DOI: 10.3390/make6010025 Article: Classification, Regression, and Survival Rule Induction with Complex and M-of-N Elementary Conditions Cezary Maszczyk, Marek Sikora and Łukasz Wróbel Mach. Learn. Knowl. Extr. 2024, 6(1), 554-579; DOI: 10.3390/make6010026 Article: Representing Human Ethical Requirements in Hybrid Machine Learning Models: Technical Opportunities and Fundamental Challenges Stephen Fox and Vitor Fortes Rey Mach. Learn. Knowl. Extr. 2024, 6(1), 580-592; DOI: 10.3390/make6010027 Article: Why Do Tree Ensemble Approximators Not Outperform the Recursive-Rule eXtraction Algorithm? Soma Onishi, Masahiro Nishimura, Ryota Fujimura and Yoichi Hayashi Mach. Learn. Knowl. Extr. 2024, 6(1), 658-678; DOI: 10.3390/make6010031 Article: Analyzing the Impact of Oncological Data at Different Time Points and Tumor Biomarkers on Artificial Intelligence Predictions for Five-Year Survival in Esophageal Cancer Leandra Lukomski, Juan Pisula, Naita Wirsik, Alexander Damanakis, Jin-On Jung, Karl Knipper, Rabi Datta, Wolfgang Schröder, Florian Gebauer, Thomas Schmidt, Alexander Quaas, Katarzyna Bozek, Christiane Bruns and Felix Popp Mach. Learn. Knowl. Extr. 2024, 6(1), 679-698; DOI: 10.3390/make6010032 Perspective: Explicit Physics-Informed Deep Learning for Computer-Aided Diagnostic Tasks in Medical Imaging Shira Nemirovsky-Rotman and Eyal Bercovich Mach. Learn. Knowl. Extr. 2024, 6(1), 385-401; DOI: 10.3390/make6010019 Systematic Review: Alzheimer’s Disease Detection Using Deep Learning on Neuroimaging: A Systematic Review Mohammed G. Alsubaie, Suhuai Luo and Kamran Shaukat Mach. Learn. Knowl. Extr. 2024, 6(1), 464-505; DOI: 10.3390/make6010024 Visualization Article: VisFormers—Combining Vision and Transformers for Enhanced Complex Document Classification Subhayu Dutta, Subhrangshu Adhikary and Ashutosh Dhar Dwivedi Mach. Learn. Knowl. Extr. 2024, 6(1), 448-463; DOI: 10.3390/make6010023 Privacy Article: What Do the Regulators Mean? A Taxonomy of Regulatory Principles for the Use of AI in Financial Services Mustafa Pamuk, Matthias Schumann and Robert C. Nickerson Mach. Learn. Knowl. Extr. 2024, 6(1), 143-155; DOI: 10.3390/make6010008 Article: More Capable, Less Benevolent: Trust Perceptions of AI Systems across Societal Contexts Ekaterina Novozhilova, Kate Mays, Sejin Paik and James E. Katz Mach. Learn. Knowl. Extr. 2024, 6(1), 342-366; DOI: 10.3390/make6010017 Network Review: Medical Image Classifications Using Convolutional Neural Networks: A Survey of Current Methods and Statistical Modeling of the Literature Foziya Ahmed Mohammed, Kula Kekeba Tune, Beakal Gizachew Assefa, Marti Jett and Seid Muhie Mach. Learn. Knowl. Extr. 2024, 6(1), 699-735; DOI: 10.3390/make6010033 Article: Knowledge Graph Extraction of Business Interactions from News Text for Business Networking Analysis Didier Gohourou and Kazuhiro Kuwabara Mach. Learn. Knowl. Extr. 2024, 6(1), 126-142; DOI: 10.3390/make6010007 Article: Prompt Engineering or Fine-Tuning? A Case Study on Phishing Detection with Large Language Models Fouad Trad and Ali Chehab Mach. Learn. Knowl. Extr. 2024, 6(1), 367-384; DOI: 10.3390/make6010018 General Review: Distributed Learning in the IoT–Edge–Cloud Continuum Audris Arzovs, Janis Judvaitis, Krisjanis Nesenbergs and Leo Selavo Mach. Learn. Knowl. Extr. 2024, 6(1), 283-315; DOI: 10.3390/make6010015 Article: Autoencoder-Based Visual Anomaly Localization for Manufacturing Quality Control Devang Mehta and Noah Klarmann Mach. Learn. Knowl. Extr. 2024, 6(1), 1-17; DOI: 10.3390/make6010001 Article: Transforming Simulated Data into Experimental Data Using Deep Learning for Vibration-Based Structural Health Monitoring Abhijeet Kumar, Anirban Guha and Sauvik Banerjee Mach. Learn. Knowl. Extr. 2024, 6(1), 18-40; DOI: 10.3390/make6010002 Article: Machine Learning for an Enhanced Credit Risk Analysis: A Comparative Study of Loan Approval Prediction Models Integrating Mental Health Data Adnan Alagic, Natasa Zivic, Esad Kadusic, Dzenan Hamzic, Narcisa Hadzajlic, Mejra Dizdarevic and Elmedin Selmanovic Mach. Learn. Knowl. Extr. 2024, 6(1), 53-77; DOI: 10.3390/make6010004 Article: Predicting Wind Comfort in an Urban Area: A Comparison of a Regression- with a Classification-CNN for General Wind Rose Statistics Jennifer Werner, Dimitri Nowak, Franziska Hunger, Tomas Johnson, Andreas Mark, Alexander Gösta and Fredrik Edelvik Mach. Learn. Knowl. Extr. 2024, 6(1), 98-125; DOI: 10.3390/make6010006 Article: Overcoming Therapeutic Inertia in Type 2 Diabetes: Exploring Machine Learning-Based Scenario Simulation for Improving Short-Term Glycemic Control 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 and Riccardo Candido Mach. Learn. Knowl. Extr. 2024, 6(1), 420-434; DOI: 10.3390/make6010021 Article: High-Throughput Ensemble-Learning-Driven Band Gap Prediction of Double Perovskites Solar Cells Absorber Sabrina Djeradi, Tahar Dahame, Mohamed Abdelilah Fadla, Bachir Bentria, Mohammed Benali Kanoun and Souraya Goumri-Said Mach. Learn. Knowl. Extr. 2024, 6(1), 435-447; DOI: 10.3390/make6010022 Article: Augmenting Deep Neural Networks with Symbolic Educational Knowledge: Towards Trustworthy and Interpretable AI for Education Danial Hooshyar, Roger Azevedo and Yeongwook Yang Mach. Learn. Knowl. Extr. 2024, 6(1), 593-618; DOI: 10.3390/make6010028 Article: Classifying Breast Tumors in Digital Tomosynthesis by Combining Image Quality-Aware Features and Tumor Texture Descriptors Loay Hassan, Mohamed Abdel-Nasser, Adel Saleh and Domenec Puig Mach. Learn. Knowl. Extr. 2024, 6(1), 619-641; DOI: 10.3390/make6010029 Article: Enhancing Docking Accuracy with PECAN2, a 3D Atomic Neural Network Trained without Co-Complex Crystal Structures Heesung Shim, Jonathan E. Allen and W. F. Drew Bennett Mach. Learn. Knowl. Extr. 2024, 6(1), 642-657; DOI: 10.3390/make6010030 Special Issues Open for Submissions Sustainable Applications for Machine Learning (Deadline: 2 July 2024) Large Language Models: Methods and Applications (Deadline: 31 July 2024) To access the full list of Special Issues, please click here Topical Collection (without Deadline) Extravaganza Feature Papers on Hot Topics in Machine Learning and Knowledge Extraction To access the full list of Topical Collections, please click here Manage your journal subscriptions | Unsubscribe MDPI Postfach, CH-4020 Basel, Switzerland Office: St. Alban-Anlage 66, CH-4052 Basel, Switzerland Tel. +41 61 683 77 34 www.mdpi.com