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@article{DBLP:journals/make/AbimbolaMT24,
author = {Bola Abimbola and
Enrique A. de la Cal Mar{\'{\i}}n and
Qing Tan},
title = {Enhancing Legal Sentiment Analysis: {A} Convolutional Neural Network-Long
Short-Term Memory Document-Level Model},
journal = {Mach. Learn. Knowl. Extr.},
volume = {6},
number = {2},
pages = {877--897},
year = {2024},
url = {https://doi.org/10.3390/make6020041},
doi = {10.3390/MAKE6020041},
timestamp = {Fri, 19 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/AbimbolaMT24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/AlabbadAAAAFRAAY24,
author = {Dina A. Alabbad and
Shahad Y. Ajibi and
Raghad B. Alotaibi and
Noura K. Alsqer and
Rahaf A. Alqahtani and
Noor M. Felemban and
Atta Rahman and
Sumayh S. Aljameel and
Mohammed Imran Basheer Ahmed and
Mustafa M. Youldash},
title = {Birthweight Range Prediction and Classification: {A} Machine Learning-Based
Sustainable Approach},
journal = {Mach. Learn. Knowl. Extr.},
volume = {6},
number = {2},
pages = {770--788},
year = {2024},
url = {https://doi.org/10.3390/make6020036},
doi = {10.3390/MAKE6020036},
timestamp = {Fri, 19 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/AlabbadAAAAFRAAY24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@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/AlghamdiAJJAJAAA24,
author = {Fahad A. Alghamdi and
Haitham Almanaseer and
Ghaith M. Jaradat and
Ashraf Jaradat and
Mutasem K. Alsmadi and
Sana Jawarneh and
Abdullah Almurayh and
Jehad Saad Alqurni and
Hayat Alfagham},
title = {Multilayer Perceptron Neural Network with Arithmetic Optimization
Algorithm-Based Feature Selection for Cardiovascular Disease Prediction},
journal = {Mach. Learn. Knowl. Extr.},
volume = {6},
number = {2},
pages = {987--1008},
year = {2024},
url = {https://doi.org/10.3390/make6020046},
doi = {10.3390/MAKE6020046},
timestamp = {Tue, 30 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/AlghamdiAJJAJAAA24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/AllgaierP24,
author = {Johannes Allgaier and
R{\"{u}}diger Pryss},
title = {Cross-Validation Visualized: {A} Narrative Guide to Advanced Methods},
journal = {Mach. Learn. Knowl. Extr.},
volume = {6},
number = {2},
pages = {1378--1388},
year = {2024},
url = {https://doi.org/10.3390/make6020065},
doi = {10.3390/MAKE6020065},
timestamp = {Fri, 19 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/AllgaierP24.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/AnarbekovaRASO24,
author = {Galiya Anarbekova and
Luis Gonzaga Baca Ruiz and
Akerke Akanova and
Saltanat Sharipova and
Nazira Ospanova},
title = {Fine-Tuning Artificial Neural Networks to Predict Pest Numbers in
Grain Crops: {A} Case Study in Kazakhstan},
journal = {Mach. Learn. Knowl. Extr.},
volume = {6},
number = {2},
pages = {1154--1169},
year = {2024},
url = {https://doi.org/10.3390/make6020054},
doi = {10.3390/MAKE6020054},
timestamp = {Fri, 19 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/AnarbekovaRASO24.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/BinettiMU24,
author = {Maria Silvia Binetti and
Carmine Massarelli and
Vito Felice Uricchio},
title = {Machine Learning in Geosciences: {A} Review of Complex Environmental
Monitoring Applications},
journal = {Mach. Learn. Knowl. Extr.},
volume = {6},
number = {2},
pages = {1263--1280},
year = {2024},
url = {https://doi.org/10.3390/make6020059},
doi = {10.3390/MAKE6020059},
timestamp = {Fri, 19 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/BinettiMU24.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/CendanaK24,
author = {Maya Cendana and
Ren{-}Jieh Kuo},
title = {Categorical Data Clustering: {A} Bibliometric Analysis and Taxonomy},
journal = {Mach. Learn. Knowl. Extr.},
volume = {6},
number = {2},
pages = {1009--1054},
year = {2024},
url = {https://doi.org/10.3390/make6020047},
doi = {10.3390/MAKE6020047},
timestamp = {Fri, 19 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/CendanaK24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/ChiaburuHB24,
author = {Teodor Chiaburu and
Frank Hau{\ss}er and
Felix Bie{\ss}mann},
title = {Uncertainty in {XAI:} Human Perception and Modeling Approaches},
journal = {Mach. Learn. Knowl. Extr.},
volume = {6},
number = {2},
pages = {1170--1192},
year = {2024},
url = {https://doi.org/10.3390/make6020055},
doi = {10.3390/MAKE6020055},
timestamp = {Fri, 19 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/ChiaburuHB24.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/DuST24,
author = {Xuejia Du and
Sameer Salasakar and
Ganesh Thakur},
title = {A Comprehensive Summary of the Application of Machine Learning Techniques
for CO2-Enhanced Oil Recovery Projects},
journal = {Mach. Learn. Knowl. Extr.},
volume = {6},
number = {2},
pages = {917--943},
year = {2024},
url = {https://doi.org/10.3390/make6020043},
doi = {10.3390/MAKE6020043},
timestamp = {Fri, 19 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/DuST24.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/Gholampour24,
author = {Seifollah Gholampour},
title = {Impact of Nature of Medical Data on Machine and Deep Learning for
Imbalanced Datasets: Clinical Validity of {SMOTE} Is Questionable},
journal = {Mach. Learn. Knowl. Extr.},
volume = {6},
number = {2},
pages = {827--841},
year = {2024},
url = {https://doi.org/10.3390/make6020039},
doi = {10.3390/MAKE6020039},
timestamp = {Fri, 19 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/Gholampour24.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/GoldsteinAO24,
author = {Daniel M. Goldstein and
Chris Aldrich and
Louisa O'Connor},
title = {A Review of Orebody Knowledge Enhancement Using Machine Learning on
Open-Pit Mine Measure-While-Drilling Data},
journal = {Mach. Learn. Knowl. Extr.},
volume = {6},
number = {2},
pages = {1343--1360},
year = {2024},
url = {https://doi.org/10.3390/make6020063},
doi = {10.3390/MAKE6020063},
timestamp = {Fri, 19 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/GoldsteinAO24.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/HoferM24,
author = {Elizabeth Hofer and
Martin v. Mohrenschildt},
title = {Locally-Scaled Kernels and Confidence Voting},
journal = {Mach. Learn. Knowl. Extr.},
volume = {6},
number = {2},
pages = {1126--1144},
year = {2024},
url = {https://doi.org/10.3390/make6020052},
doi = {10.3390/MAKE6020052},
timestamp = {Fri, 19 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/HoferM24.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/HsiehLNNSOJM24,
author = {Chihcheng Hsieh and
Andr{\'{e}} Lu{\'{\i}}s and
Jos{\'{e}} Neves and
Isabel Blanco Nobre and
Sandra Costa Sousa and
Chun Ouyang and
Joaquim A. Jorge and
Catarina Moreira},
title = {EyeXNet: Enhancing Abnormality Detection and Diagnosis via Eye-Tracking
and X-ray Fusion},
journal = {Mach. Learn. Knowl. Extr.},
volume = {6},
number = {2},
pages = {1055--1071},
year = {2024},
url = {https://doi.org/10.3390/make6020048},
doi = {10.3390/MAKE6020048},
timestamp = {Fri, 19 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/HsiehLNNSOJM24.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/KaserisKM24,
author = {Michail Kaseris and
Ioannis Kostavelis and
Sotiris Malassiotis},
title = {A Comprehensive Survey on Deep Learning Methods in Human Activity
Recognition},
journal = {Mach. Learn. Knowl. Extr.},
volume = {6},
number = {2},
pages = {842--876},
year = {2024},
url = {https://doi.org/10.3390/make6020040},
doi = {10.3390/MAKE6020040},
timestamp = {Fri, 19 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/KaserisKM24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/KatonaTPH24,
author = {Tam{\'{a}}s Katona and
G{\'{a}}bor T{\'{o}}th and
M{\'{a}}ty{\'{a}}s Petr{\'{o}} and
Bal{\'{a}}zs Harangi},
title = {Advanced Multi-Label Image Classification Techniques Using Ensemble
Methods},
journal = {Mach. Learn. Knowl. Extr.},
volume = {6},
number = {2},
pages = {1281--1297},
year = {2024},
url = {https://doi.org/10.3390/make6020060},
doi = {10.3390/MAKE6020060},
timestamp = {Fri, 19 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/KatonaTPH24.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/LiLH24,
author = {Ding Li and
Yan Liu and
Jun Huang},
title = {Assessment of Software Vulnerability Contributing Factors by Model-Agnostic
Explainable {AI}},
journal = {Mach. Learn. Knowl. Extr.},
volume = {6},
number = {2},
pages = {1087--1113},
year = {2024},
url = {https://doi.org/10.3390/make6020050},
doi = {10.3390/MAKE6020050},
timestamp = {Fri, 19 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/LiLH24.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/MalashinMTGNB24,
author = {Ivan P. Malashin and
Igor S. Masich and
Vadim Tynchenko and
Andrei P. Gantimurov and
Vladimir A. Nelyub and
Aleksey S. Borodulin},
title = {Image Text Extraction and Natural Language Processing of Unstructured
Data from Medical Reports},
journal = {Mach. Learn. Knowl. Extr.},
volume = {6},
number = {2},
pages = {1361--1377},
year = {2024},
url = {https://doi.org/10.3390/make6020064},
doi = {10.3390/MAKE6020064},
timestamp = {Fri, 19 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/MalashinMTGNB24.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/NwokomaFA24,
author = {Faith Nwokoma and
Justin Foreman and
Cajetan M. Akujuobi},
title = {Effective Data Reduction Using Discriminative Feature Selection Based
on Principal Component Analysis},
journal = {Mach. Learn. Knowl. Extr.},
volume = {6},
number = {2},
pages = {789--799},
year = {2024},
url = {https://doi.org/10.3390/make6020037},
doi = {10.3390/MAKE6020037},
timestamp = {Fri, 19 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/NwokomaFA24.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/PfaffKastnerWI24,
author = {Manja Mai{-}Ly Pfaff{-}Kastner and
Ken Wenzel and
Steffen Ihlenfeldt},
title = {Concept Paper for a Digital Expert: Systematic Derivation of (Causal)
Bayesian Networks Based on Ontologies for Knowledge-Based Production
Steps},
journal = {Mach. Learn. Knowl. Extr.},
volume = {6},
number = {2},
pages = {898--916},
year = {2024},
url = {https://doi.org/10.3390/make6020042},
doi = {10.3390/MAKE6020042},
timestamp = {Fri, 19 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/PfaffKastnerWI24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/PhamN24,
author = {Tan{-}Hanh Pham and
Kim{-}Doang Nguyen},
title = {Soil Sampling Map Optimization with a Dual Deep Learning Framework},
journal = {Mach. Learn. Knowl. Extr.},
volume = {6},
number = {2},
pages = {751--769},
year = {2024},
url = {https://doi.org/10.3390/make6020035},
doi = {10.3390/MAKE6020035},
timestamp = {Fri, 19 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/PhamN24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/PolotskayaMRQOB24,
author = {Kristina Polotskaya and
Carlos S. Mu{\~{n}}oz{-}Valencia and
Alejandro Rabasa and
Jose A. Quesada{-}Rico and
Domingo Orozco{-}Beltr{\'{a}}n and
Xavier Barber},
title = {Bayesian Networks for the Diagnosis and Prognosis of Diseases: {A}
Scoping Review},
journal = {Mach. Learn. Knowl. Extr.},
volume = {6},
number = {2},
pages = {1243--1262},
year = {2024},
url = {https://doi.org/10.3390/make6020058},
doi = {10.3390/MAKE6020058},
timestamp = {Fri, 19 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/PolotskayaMRQOB24.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/RaimannNHZF24,
author = {Florian J{\"{u}}rgen Raimann and
Vanessa Neef and
Marie Charlotte Hennighausen and
Kai Zacharowski and
Armin Niklas Flinspach},
title = {Evaluation of {AI} ChatBots for the Creation of Patient-Informed Consent
Sheets},
journal = {Mach. Learn. Knowl. Extr.},
volume = {6},
number = {2},
pages = {1145--1153},
year = {2024},
url = {https://doi.org/10.3390/make6020053},
doi = {10.3390/MAKE6020053},
timestamp = {Fri, 19 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/RaimannNHZF24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/RastogiDG24,
author = {Swati Rastogi and
Siddhartha P. Duttagupta and
Anirban Guha},
title = {Design and Implementation of a Self-Supervised Algorithm for Vein
Structural Patterns Analysis Using Advanced Unsupervised Techniques},
journal = {Mach. Learn. Knowl. Extr.},
volume = {6},
number = {2},
pages = {1193--1209},
year = {2024},
url = {https://doi.org/10.3390/make6020056},
doi = {10.3390/MAKE6020056},
timestamp = {Fri, 19 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/RastogiDG24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/RivasOJDK24,
author = {Pablo Rivas and
Javier Orduz and
Tonni Das Jui and
Casimer M. DeCusatis and
Bikram Khanal},
title = {Quantum-Enhanced Representation Learning: {A} Quanvolutional Autoencoder
Approach against DDoS Threats},
journal = {Mach. Learn. Knowl. Extr.},
volume = {6},
number = {2},
pages = {944--964},
year = {2024},
url = {https://doi.org/10.3390/make6020044},
doi = {10.3390/MAKE6020044},
timestamp = {Fri, 19 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/RivasOJDK24.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/SilvaJEIMM24,
author = {Daswin De Silva and
Shalinka Jayatilleke and
Mona El{-}Ayoubi and
Zafar Issadeen and
Harsha Moraliyage and
Nishan Mills},
title = {The Human-Centred Design of a Universal Module for Artificial Intelligence
Literacy in Tertiary Education Institutions},
journal = {Mach. Learn. Knowl. Extr.},
volume = {6},
number = {2},
pages = {1114--1125},
year = {2024},
url = {https://doi.org/10.3390/make6020051},
doi = {10.3390/MAKE6020051},
timestamp = {Fri, 19 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/SilvaJEIMM24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/SilvaSSAGF24,
author = {Lucileide M. D. Da Silva and
S{\'{e}}rgio N. Silva and
Lu{\'{\i}}sa C. de Souza and
Karolayne S. Azevedo and
Luiz Affonso Guedes and
Marcelo A. C. Fernandes},
title = {A New and Lightweight R-Peak Detector Using the {TEDA} Evolving Algorithm},
journal = {Mach. Learn. Knowl. Extr.},
volume = {6},
number = {2},
pages = {736--750},
year = {2024},
url = {https://doi.org/10.3390/make6020034},
doi = {10.3390/MAKE6020034},
timestamp = {Fri, 19 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/SilvaSSAGF24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/StrobelMPF24,
author = {Robin Str{\"{o}}bel and
Marcus Mau and
Alexander Puchta and
J{\"{u}}rgen Fleischer},
title = {Improving Time Series Regression Model Accuracy via Systematic Training
Dataset Augmentation and Sampling},
journal = {Mach. Learn. Knowl. Extr.},
volume = {6},
number = {2},
pages = {1072--1086},
year = {2024},
url = {https://doi.org/10.3390/make6020049},
doi = {10.3390/MAKE6020049},
timestamp = {Fri, 19 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/StrobelMPF24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/TianZLLBL24,
author = {Jinzhao Tian and
Tianya Zhao and
Zhuorui Li and
Tian Li and
Haipei Bie and
Vivian Loftness},
title = {{VOD:} Vision-Based Building Energy Data Outlier Detection},
journal = {Mach. Learn. Knowl. Extr.},
volume = {6},
number = {2},
pages = {965--986},
year = {2024},
url = {https://doi.org/10.3390/make6020045},
doi = {10.3390/MAKE6020045},
timestamp = {Fri, 19 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/TianZLLBL24.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/TziomakaKMGPVJDKM24,
author = {Melina Tziomaka and
Athanasios Kallipolitis and
Andreas Menychtas and
Parisis Gallos and
Christos Panagopoulos and
Alice Georgia Vassiliou and
Edison Jahaj and
Ioanna Dimopoulou and
Anastasia Kotanidou and
Ilias Maglogiannis},
title = {Extracting Interpretable Knowledge from the Remote Monitoring of {COVID-19}
Patients},
journal = {Mach. Learn. Knowl. Extr.},
volume = {6},
number = {2},
pages = {1323--1342},
year = {2024},
url = {https://doi.org/10.3390/make6020062},
doi = {10.3390/MAKE6020062},
timestamp = {Fri, 19 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/TziomakaKMGPVJDKM24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/VogelSMRVES24,
author = {Richard Vogel and
Tobias Schlosser and
Robert Manthey and
Marc Ritter and
Matthias Vodel and
Maximilian Eibl and
Kristan Alexander Schneider},
title = {A Meta Algorithm for Interpretable Ensemble Learning: The League of
Experts},
journal = {Mach. Learn. Knowl. Extr.},
volume = {6},
number = {2},
pages = {800--826},
year = {2024},
url = {https://doi.org/10.3390/make6020038},
doi = {10.3390/MAKE6020038},
timestamp = {Fri, 19 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/VogelSMRVES24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/WelchowskiE24,
author = {Thomas Welchowski and
Dominic Edelmann},
title = {Interaction Difference Hypothesis Test for Prediction Models},
journal = {Mach. Learn. Knowl. Extr.},
volume = {6},
number = {2},
pages = {1298--1322},
year = {2024},
url = {https://doi.org/10.3390/make6020061},
doi = {10.3390/MAKE6020061},
timestamp = {Fri, 19 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/WelchowskiE24.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/WongMMM24,
author = {Lauren J. Wong and
Braeden P. Muller and
Sean McPherson and
Alan J. Michaels},
title = {An Analysis of Radio Frequency Transfer Learning Behavior},
journal = {Mach. Learn. Knowl. Extr.},
volume = {6},
number = {2},
pages = {1210--1242},
year = {2024},
url = {https://doi.org/10.3390/make6020057},
doi = {10.3390/MAKE6020057},
timestamp = {Fri, 19 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/WongMMM24.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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