Audio-Based Engine Fault Diagnosis with Wavelet, Markov Blanket, ROCKET, and Optimized Machine Learning Classifiers by Bernardo Luis Tuleski, Cristina Keiko Yamaguchi, Stefano Frizzo Stefenon, Leandro dos Santos Coelho, Viviana Cocco Mariani

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A Convolutional Neural Network Model for Classifying Resting Tremor Amplitude in Parkinson’s Disease by Augusto Ielo, Serena Dattola, Lilla Bonanno, Paolo De Pasquale, Alberto Cacciola, Angelo Quartarone, Maria Cristina De Cola

“…The Unified Parkinson’s Disease Rating Scale (UPDRS) 3.17 is a clinical assessment used to evaluate the amplitude of RTs, providing critical insights into the severity of this condition. …”
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Optimizing Stroke Risk Prediction: A Primary Dataset‐Driven Ensemble Classifier With Explainable Artificial Intelligence by Md. Maruf Hossain, Md. Mahfuz Ahmed, Md. Rakibul Hasan Rakib, Mohammad Osama Zia, Rakib Hasan, Md. Rakibul Islam, Md. Shohidul Islam, Md Shahariar Alam, Md. Khairul Islam

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Decision Fusion System for Bolted Joint Monitoring by Dong Liang, Shen-fang Yuan

“…Firstly, the basic knowledge of decision fusion and classifier selection techniques is briefly introduced. …”
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Classifying the Mortality of People with Underlying Health Conditions Affected by COVID-19 Using Machine Learning Techniques by Rami Mustafa A. Mohammad, Malak Aljabri, Menna Aboulnour, Samiha Mirza, Ahmad Alshobaiki

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Dilemma: Utilizing the activation decision-construction-action theory to understand and predict children's hypothetical decisions to conceal cases of school bullying by Ipek Isik, Joshua Wyman, Hannah Cassidy, Victoria Talwar

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A hybrid approach for binary and multi-class classification of voice disorders using a pre-trained model and ensemble classifiers by Mehtab Ur Rahman, Cem Direkoglu

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Classification Of Direction Using Naive Bayes Classifier Method (Case Study Of Hidayatul Islam Leces Vocational School) by Dwi Yanto, Heri Susanto, Ninanesia Rusdiana, Kiky Zulkifli

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A parsimonious model for classifying the traffic state of urban road networks: A two-stage regression approach by Wei Huang, Dalin Tang, Xin Qiao, Guojun Chen

“…We suggest that the model can be used to assist flexible decision-making support with different levels of detail.…”
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Novel Sentiment Majority Voting Classifier and Transfer Learning-Based Feature Engineering for Sentiment Analysis of Deepfake Tweets by Madiha Khalid, Ali Raza, Faizan Younas, Furqan Rustam, Monica Gracia Villar, Imran Ashraf, Adnan Akhtar

“…A novel sentiment majority voting classifier (SMVC) is proposed for the sentiment labeling of collected tweets. …”
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Integrating generative AI and machine learning classifiers for solving heterogenous MCGDM: a case of employee churn prediction by Hagar G. Abu-Faty, Ahmed Kafafy, Mohiy M. Hadhoud, Osama Abdel-Raouf

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NIRS and machine learning algorithms as a non-invasive technique to discriminate and classify cooked broiler and duck meat by Kamrunnahar Khan Bristy, Dip Ghosh, Md. Abul Hashem

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Diabetes Mellitus Disease Prediction and Type Classification Involving Predictive Modeling Using Machine Learning Techniques and Classifiers by B. Shamreen Ahamed, Meenakshi S. Arya, S. K. B. Sangeetha, Nancy V. Auxilia Osvin

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A Novel Light-Weight Machine Learning Classifier for Intrusion Detection in Controller Area Network in Smart Cars by Anila Kousar, Saeed Ahmed, Abdullah Altamimi, Zafar A. Khan

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Detection of left atrial enlargement in dogs using deep learning in thoracic radiographs by Lucas Auto Lopes, Anaemilia das Neves Diniz, Helio Silva Neto

“…The classifier model with different algorithms can help radiologists improve the analysis of medical images by reducing errors, starting a selective double reading. …”
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Detection of left atrial enlargement in dogs using deep learning in thoracic radiographs by Lucas Auto Lopes, Anaemilia das Neves Diniz, Helio Silva Neto

“…The classifier model with different algorithms can help radiologists improve the analysis of medical images by reducing errors, starting a selective double reading. …”
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Informing Food Protection Education: A Project to Define and Classify Resources for a Cross-Disciplinary Expert Community. by Donna Schenck-Hamlin, Jennifer Pierquet, Chuck McClellan

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Cascade-Based Input-Doubling Classifier for Predicting Survival in Allogeneic Bone Marrow Transplants: Small Data Case by Ivan Izonin, Roman Tkachenko, Nazarii Hovdysh, Oleh Berezsky, Kyrylo Yemets, Ivan Tsmots

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Evaluation of an automatic image classifier for analysis of bacterial growth on a multiple-agar plate developed for bovine mastitis. by Lena-Mari Tamminen, Josef Dahlberg

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Shape Penalized Decision Forests for Imbalanced Data Classification by Rahul Goswami, Aindrila Garai, Payel Sadhukhan, Palash Ghosh, Tanujit Chakraborty

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