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@article{DBLP:journals/make/AlagicZKHHDS24, author = {Adnan Alagic and Natasa Zivic and Esad Kadusic and Dzenan Hamzic and Narcisa Hadzajlic and Mejra Dizdarevic and Elmedin Selmanovic}, title = {Machine Learning for an Enhanced Credit Risk Analysis: {A} Comparative Study of Loan Approval Prediction Models Integrating Mental Health Data}, journal = {Mach. Learn. Knowl. Extr.}, volume = {6}, number = {1}, pages = {53--77}, year = {2024}, url = {https://doi.org/10.3390/make6010004}, doi = {10.3390/MAKE6010004}, timestamp = {Fri, 17 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/make/AlagicZKHHDS24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/make/AlqahtaniI24, author = {Abdulkarim Faraj Alqahtani and Mohammad Ilyas}, title = {An Ensemble-Based Multi-Classification Machine Learning Classifiers Approach to Detect Multiple Classes of Cyberbullying}, journal = {Mach. Learn. Knowl. Extr.}, volume = {6}, number = {1}, pages = {156--170}, year = {2024}, url = {https://doi.org/10.3390/make6010009}, doi = {10.3390/MAKE6010009}, timestamp = {Mon, 06 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/make/AlqahtaniI24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/make/AlsubaieLS24, author = {Mohammed G. Alsubaie and Suhuai Luo and Kamran Shaukat}, title = {Alzheimer's Disease Detection Using Deep Learning on Neuroimaging: {A} Systematic Review}, journal = {Mach. Learn. Knowl. Extr.}, volume = {6}, number = {1}, pages = {464--505}, year = {2024}, url = {https://doi.org/10.3390/make6010024}, doi = {10.3390/MAKE6010024}, timestamp = {Fri, 17 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/make/AlsubaieLS24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/make/ArzovsJNS24, author = {Audris Arzovs and Janis Judvaitis and Krisjanis Nesenbergs and Leo Selavo}, title = {Distributed Learning in the IoT-Edge-Cloud Continuum}, journal = {Mach. Learn. Knowl. Extr.}, volume = {6}, number = {1}, pages = {283--315}, year = {2024}, url = {https://doi.org/10.3390/make6010015}, doi = {10.3390/MAKE6010015}, timestamp = {Fri, 17 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/make/ArzovsJNS24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/make/CaiCGWLLCF24, author = {Kuangsheng Cai and Zugang Chen and Hengliang Guo and Shaohua Wang and Guoqing Li and Jing Li and Feng Chen and Hang Feng}, title = {An Evaluative Baseline for Sentence-Level Semantic Division}, journal = {Mach. Learn. Knowl. Extr.}, volume = {6}, number = {1}, pages = {41--52}, year = {2024}, url = {https://doi.org/10.3390/make6010003}, doi = {10.3390/MAKE6010003}, timestamp = {Fri, 17 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/make/CaiCGWLLCF24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/make/CongMNI24, author = {Yuxin Cong and Toshiyuki Motohashi and Koki Nakao and Shinya Inazumi}, title = {Machine Learning Predictive Analysis of Liquefaction Resistance for Sandy Soils Enhanced by Chemical Injection}, journal = {Mach. Learn. Knowl. Extr.}, volume = {6}, number = {1}, pages = {402--419}, year = {2024}, url = {https://doi.org/10.3390/make6010020}, doi = {10.3390/MAKE6010020}, timestamp = {Fri, 17 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/make/CongMNI24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/make/DjeradiDFBKG24, author = {Sabrina Djeradi and Tahar Dahame and Mohamed Abdelilah Fadla and Bachir Bentria and Mohammed Benali Kanoun and Souraya Goumri{-}Said}, title = {High-Throughput Ensemble-Learning-Driven Band Gap Prediction of Double Perovskites Solar Cells Absorber}, journal = {Mach. Learn. Knowl. Extr.}, volume = {6}, number = {1}, pages = {435--447}, year = {2024}, url = {https://doi.org/10.3390/make6010022}, doi = {10.3390/MAKE6010022}, timestamp = {Fri, 17 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/make/DjeradiDFBKG24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/make/DuttaAD24, author = {Subhayu Dutta and Subhrangshu Adhikary and Ashutosh Dhar Dwivedi}, title = {VisFormers - Combining Vision and Transformers for Enhanced Complex Document Classification}, journal = {Mach. Learn. Knowl. Extr.}, volume = {6}, number = {1}, pages = {448--463}, year = {2024}, url = {https://doi.org/10.3390/make6010023}, doi = {10.3390/MAKE6010023}, timestamp = {Fri, 17 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/make/DuttaAD24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/make/FallahianDK24, author = {Mohammadali Fallahian and Mohsen Dorodchi and Kyle Kreth}, title = {GAN-Based Tabular Data Generator for Constructing Synopsis in Approximate Query Processing: Challenges and Solutions}, journal = {Mach. Learn. Knowl. Extr.}, volume = {6}, number = {1}, pages = {171--198}, year = {2024}, url = {https://doi.org/10.3390/make6010010}, doi = {10.3390/MAKE6010010}, timestamp = {Fri, 17 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/make/FallahianDK24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/make/FoxR24, author = {Stephen Fox and V{\'{\i}}tor Fortes Rey}, title = {Representing Human Ethical Requirements in Hybrid Machine Learning Models: Technical Opportunities and Fundamental Challenges}, journal = {Mach. Learn. Knowl. Extr.}, volume = {6}, number = {1}, pages = {580--592}, year = {2024}, url = {https://doi.org/10.3390/make6010027}, doi = {10.3390/MAKE6010027}, timestamp = {Mon, 06 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/make/FoxR24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/make/GohourouK24, author = {Didier Gohourou and Kazuhiro Kuwabara}, title = {Knowledge Graph Extraction of Business Interactions from News Text for Business Networking Analysis}, journal = {Mach. Learn. Knowl. Extr.}, volume = {6}, number = {1}, pages = {126--142}, year = {2024}, url = {https://doi.org/10.3390/make6010007}, doi = {10.3390/MAKE6010007}, timestamp = {Fri, 17 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/make/GohourouK24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/make/HassanASP24, author = {Loay Hassan and Mohamed Abdel{-}Nasser and Adel Saleh and Domenec Puig}, title = {Classifying Breast Tumors in Digital Tomosynthesis by Combining Image Quality-Aware Features and Tumor Texture Descriptors}, journal = {Mach. Learn. Knowl. Extr.}, volume = {6}, number = {1}, pages = {619--641}, year = {2024}, url = {https://doi.org/10.3390/make6010029}, doi = {10.3390/MAKE6010029}, timestamp = {Fri, 17 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/make/HassanASP24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/make/HooshyarAY24, author = {Danial Hooshyar and Roger Azevedo and Yeongwook Yang}, title = {Augmenting Deep Neural Networks with Symbolic Educational Knowledge: Towards Trustworthy and Interpretable {AI} for Education}, journal = {Mach. Learn. Knowl. Extr.}, volume = {6}, number = {1}, pages = {593--618}, year = {2024}, url = {https://doi.org/10.3390/make6010028}, doi = {10.3390/MAKE6010028}, timestamp = {Fri, 17 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/make/HooshyarAY24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/make/HuynhN24, author = {Nhut Huynh and Kim{-}Doang Nguyen}, title = {Real-Time Droplet Detection for Agricultural Spraying Systems: {A} Deep Learning Approach}, journal = {Mach. Learn. Knowl. Extr.}, volume = {6}, number = {1}, pages = {259--282}, year = {2024}, url = {https://doi.org/10.3390/make6010014}, doi = {10.3390/MAKE6010014}, timestamp = {Fri, 17 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/make/HuynhN24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/make/KumarGB24, author = {Abhijeet Kumar and Anirban Guha and Sauvik Banerjee}, title = {Transforming Simulated Data into Experimental Data Using Deep Learning for Vibration-Based Structural Health Monitoring}, journal = {Mach. Learn. Knowl. Extr.}, volume = {6}, number = {1}, pages = {18--40}, year = {2024}, url = {https://doi.org/10.3390/make6010002}, doi = {10.3390/MAKE6010002}, timestamp = {Fri, 17 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/make/KumarGB24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/make/Lowin24, author = {Maximilian Lowin}, title = {A Text-Based Predictive Maintenance Approach for Facility Management Requests Utilizing Association Rule Mining and Large Language Models}, journal = {Mach. Learn. Knowl. Extr.}, volume = {6}, number = {1}, pages = {233--258}, year = {2024}, url = {https://doi.org/10.3390/make6010013}, doi = {10.3390/MAKE6010013}, timestamp = {Fri, 17 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/make/Lowin24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/make/LukomskiPWDJKDSGSQBBP24, author = {Leandra Lukomski and Juan I. Pisula and Naita Wirsik and Alexander Damanakis and Jin{-}On Jung and Karl Knipper and Rabi R. Datta and Wolfgang Schr{\"{o}}der and Florian Gebauer and Thomas Schmidt and Alexander Quaas and Katarzyna Bozek and Christiane J. Bruns and Felix Popp}, title = {Analyzing the Impact of Oncological Data at Different Time Points and Tumor Biomarkers on Artificial Intelligence Predictions for Five-Year Survival in Esophageal Cancer}, journal = {Mach. Learn. Knowl. Extr.}, volume = {6}, number = {1}, pages = {679--698}, year = {2024}, url = {https://doi.org/10.3390/make6010032}, doi = {10.3390/MAKE6010032}, timestamp = {Fri, 10 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/make/LukomskiPWDJKDSGSQBBP24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/make/LuoS24, author = {Liang Luo and George K. Stylios}, title = {Algorithmic Information Theory for the Precise Engineering of Flexible Material Mechanics}, journal = {Mach. Learn. Knowl. Extr.}, volume = {6}, number = {1}, pages = {215--232}, year = {2024}, url = {https://doi.org/10.3390/make6010012}, doi = {10.3390/MAKE6010012}, timestamp = {Fri, 17 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/make/LuoS24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/make/MaK24, author = {Enqi Ma and Zbigniew J. Kabala}, title = {Refereeing the Sport of Squash with a Machine Learning System}, journal = {Mach. Learn. Knowl. Extr.}, volume = {6}, number = {1}, pages = {506--553}, year = {2024}, url = {https://doi.org/10.3390/make6010025}, doi = {10.3390/MAKE6010025}, timestamp = {Fri, 17 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/make/MaK24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/make/MaszczykSW24, author = {Cezary Maszczyk and Marek Sikora and Lukasz Wr{\'{o}}bel}, title = {Classification, Regression, and Survival Rule Induction with Complex and M-of-N Elementary Conditions}, journal = {Mach. Learn. Knowl. Extr.}, volume = {6}, number = {1}, pages = {554--579}, year = {2024}, url = {https://doi.org/10.3390/make6010026}, doi = {10.3390/MAKE6010026}, timestamp = {Fri, 31 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/make/MaszczykSW24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/make/MehtaK24, author = {Devang Mehta and Noah Klarmann}, title = {Autoencoder-Based Visual Anomaly Localization for Manufacturing Quality Control}, journal = {Mach. Learn. Knowl. Extr.}, volume = {6}, number = {1}, pages = {1--17}, year = {2024}, url = {https://doi.org/10.3390/make6010001}, doi = {10.3390/MAKE6010001}, timestamp = {Fri, 17 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/make/MehtaK24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/make/MohammedTAJM24, author = {Foziya Ahmed Mohammed and Kula Kekeba Tune and Beakal Gizachew Assefa and Marti Jett and Seid Y. Muhie}, title = {Medical Image Classifications Using Convolutional Neural Networks: {A} Survey of Current Methods and Statistical Modeling of the Literature}, journal = {Mach. Learn. Knowl. Extr.}, volume = {6}, number = {1}, pages = {699--736}, year = {2024}, url = {https://doi.org/10.3390/make6010033}, doi = {10.3390/MAKE6010033}, timestamp = {Fri, 17 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/make/MohammedTAJM24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/make/NemirovskyRotmanB24, author = {Shira Nemirovsky{-}Rotman and Eyal Bercovich}, title = {Explicit Physics-Informed Deep Learning for Computer-Aided Diagnostic Tasks in Medical Imaging}, journal = {Mach. Learn. Knowl. Extr.}, volume = {6}, number = {1}, pages = {385--401}, year = {2024}, url = {https://doi.org/10.3390/make6010019}, doi = {10.3390/MAKE6010019}, timestamp = {Mon, 06 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/make/NemirovskyRotmanB24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/make/NicolettaZMBNGGMMOPPRSVCC24, author = {Musacchio Nicoletta and Rita Zilich and Davide Masi and Fabio Baccetti and Besmir Nreu and Carlo Bruno Giorda and Giacomo Guaita and Lelio Morviducci and Marco Muselli and Alessandro Ozzello and Federico Pisani and Paola Ponzani and Antonio Rossi and Pierluigi Santin and Damiano Verda and Graziano Di Cianni and Riccardo Candido}, title = {Overcoming Therapeutic Inertia in Type 2 Diabetes: Exploring Machine Learning-Based Scenario Simulation for Improving Short-Term Glycemic Control}, journal = {Mach. Learn. Knowl. Extr.}, volume = {6}, number = {1}, pages = {420--434}, year = {2024}, url = {https://doi.org/10.3390/make6010021}, doi = {10.3390/MAKE6010021}, timestamp = {Fri, 17 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/make/NicolettaZMBNGGMMOPPRSVCC24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/make/NovozhilovaMPK24, author = {Ekaterina Novozhilova and Kate K. Mays and Sejin Paik and James E. Katz}, title = {More Capable, Less Benevolent: Trust Perceptions of {AI} Systems across Societal Contexts}, journal = {Mach. Learn. Knowl. Extr.}, volume = {6}, number = {1}, pages = {342--366}, year = {2024}, url = {https://doi.org/10.3390/make6010017}, doi = {10.3390/MAKE6010017}, timestamp = {Fri, 17 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/make/NovozhilovaMPK24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/make/OnishiNFH24, author = {Soma Onishi and Masahiro Nishimura and Ryota Fujimura and Yoichi Hayashi}, title = {Why Do Tree Ensemble Approximators Not Outperform the Recursive-Rule eXtraction Algorithm?}, journal = {Mach. Learn. Knowl. Extr.}, volume = {6}, number = {1}, pages = {658--678}, year = {2024}, url = {https://doi.org/10.3390/make6010031}, doi = {10.3390/MAKE6010031}, timestamp = {Fri, 17 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/make/OnishiNFH24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/make/PamukSN24, author = {Mustafa Pamuk and Matthias Schumann and Robert C. Nickerson}, title = {What Do the Regulators Mean? {A} Taxonomy of Regulatory Principles for the Use of {AI} in Financial Services}, journal = {Mach. Learn. Knowl. Extr.}, volume = {6}, number = {1}, pages = {143--155}, year = {2024}, url = {https://doi.org/10.3390/make6010008}, doi = {10.3390/MAKE6010008}, timestamp = {Fri, 17 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/make/PamukSN24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/make/PrietoGVC24, author = {Jorge Blanco Prieto and Marina Ferreras Gonz{\'{a}}lez and Steven Van Vaerenbergh and Oscar Jes{\'{u}}s Cosido Cobos}, title = {A Data Mining Approach for Health Transport Demand}, journal = {Mach. Learn. Knowl. Extr.}, volume = {6}, number = {1}, pages = {78--97}, year = {2024}, url = {https://doi.org/10.3390/make6010005}, doi = {10.3390/MAKE6010005}, timestamp = {Fri, 31 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/make/PrietoGVC24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/make/SantosGS24, author = {Mailson Ribeiro Santos and Luiz Affonso Guedes and Ignacio S{\'{a}}nchez{-}Gendriz}, title = {SHapley Additive exPlanations {(SHAP)} for Efficient Feature Selection in Rolling Bearing Fault Diagnosis}, journal = {Mach. Learn. Knowl. Extr.}, volume = {6}, number = {1}, pages = {316--341}, year = {2024}, url = {https://doi.org/10.3390/make6010016}, doi = {10.3390/MAKE6010016}, timestamp = {Wed, 29 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/make/SantosGS24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/make/ShimAB24, author = {Heesung Shim and Jonathan E. Allen and W. F. Drew Bennett}, title = {Enhancing Docking Accuracy with PECAN2, a 3D Atomic Neural Network Trained without Co-Complex Crystal Structures}, journal = {Mach. Learn. Knowl. Extr.}, volume = {6}, number = {1}, pages = {642--657}, year = {2024}, url = {https://doi.org/10.3390/make6010030}, doi = {10.3390/MAKE6010030}, timestamp = {Fri, 17 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/make/ShimAB24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/make/TradC24, author = {Fouad Trad and Ali Chehab}, title = {Prompt Engineering or Fine-Tuning? {A} Case Study on Phishing Detection with Large Language Models}, journal = {Mach. Learn. Knowl. Extr.}, volume = {6}, number = {1}, pages = {367--384}, year = {2024}, url = {https://doi.org/10.3390/make6010018}, doi = {10.3390/MAKE6010018}, timestamp = {Fri, 17 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/make/TradC24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/make/WernerNHJMGE24, author = {Jennifer Werner and Dimitri Nowak and Franziska Hunger and Tomas Johnson and Andreas Mark and Alexander G{\"{o}}sta and Fredrik Edelvik}, title = {Predicting Wind Comfort in an Urban Area: {A} Comparison of a Regression- with a Classification-CNN for General Wind Rose Statistics}, journal = {Mach. Learn. Knowl. Extr.}, volume = {6}, number = {1}, pages = {98--125}, year = {2024}, url = {https://doi.org/10.3390/make6010006}, doi = {10.3390/MAKE6010006}, timestamp = {Fri, 17 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/make/WernerNHJMGE24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/make/ZentnerCW24, author = {Sophie Zentner and Alberto Barradas Chacon and Selina C. Wriessnegger}, title = {The Impact of Light Conditions on Neural Affect Classification: {A} Deep Learning Approach}, journal = {Mach. Learn. Knowl. Extr.}, volume = {6}, number = {1}, pages = {199--214}, year = {2024}, url = {https://doi.org/10.3390/make6010011}, doi = {10.3390/MAKE6010011}, timestamp = {Fri, 17 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/make/ZentnerCW24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
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