Using the excitation/inhibition ratio to optimize the classification of autism and schizophrenia by Lavinia Carmen Uscătescu, Christopher J. Hyatt, Jack Dunn, Martin Kronbichler, Vince Calhoun, Silvia Corbera, Kevin Pelphrey, Brian Pittman, Godfrey Pearlson, Michal Assaf

“…Classification performance using H only was higher in the exploratory dataset (AUC = 84%) compared to the replication dataset (AUC = 72%). …”
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Neural network-based classification and regression of magnetohydrodynamic modes in tokamaks by L. Bardoczi, K. Won, N.J. Richner, A.C. Brown, D. Chow, P. Li, J. Monahan

“…We present a machine learning-based magnetohydrodynamic (MHD) classifier and regressor that utilizes real or complex-valued 3D magnetic sensor array data to determine neoclassical tearing mode (NTM) onset times in tokamaks with millisecond accuracy. …”
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Artificial Intelligence-Based Classification of Anatomical Sites in Esophagogastroduodenoscopy Images by Yuan P, Ma ZH, Yan Y, Li SJ, Wang J, Wu Q

“…Primary outcomes included diagnostic accuracy, sensitivity, and specificity.Results: A total of 160,308 images from 27 categories of the upper endoscopy anatomy classification were included in this retrospective research. …”
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Fracability evaluation and classification of deep coal reservoirs in the Shenfu block by Wenchun PENG, Honggang MI, Lifu XU, Jian WU

“…The evaluation method of deep coal reservoir fracability is established to provide a basis and theoretical guidance for reservoir classification and transformation and the efficient development of deep coalbed methane in the study area.…”
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Modeling and Classification of the Behavioral Patterns of Students Participating in Online Examination by B. J. Ferdosi, M. Rahman, A. M. Sakib, T. Helaly

“…The proposed system has five major parts: (1) identification and coordinate extraction of selected facial landmarks using MediaPipe; (2) orientation classification of the head, eye, and lips with K-NN classifier, based on the landmarks; (3) identification of abnormal movements; (4) calculation of a cheating score based on abnormal movement patterns; and (5) a visual representation of students’ behavior to support the proctor for early intervention. …”
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Feature Set to sEMG Classification Obtained With Fisher Score by Diana C. Toledo-Perez, Marcos Aviles, Roberto A. Gomez-Loenzo, Juvenal Rodriguez-Resendiz

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Analysis of the impact of the contextual embeddings usage on the text classification accuracy by Olesia Barkovska, Anton Havrashenko, Vitalii Serdechnyi, Vladyslav Kholiev, Patrik Rusnak

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Comparison of Dimensionality Reduction Approaches and Logistic Regression for ECG Classification by Simeon Lappa Tchoffo, Éloïse Soucy, Ismaila Baldé, Jalila Jbilou, Salah El Adlouni

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Interpretable multimodal classification for age-related macular degeneration diagnosis by Carla Vairetti, Sebastián Maldonado, Loreto Cuitino, Cristhian A. Urzua

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Innovative Approaches to Traffic Anomaly Detection and Classification Using AI by Borja Pérez, Mario Resino, Teresa Seco, Fernando García, Abdulla Al-Kaff

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RNA secondary structure prediction by conducting multi-class classifications by Jiyuan Yang, Kengo Sato, Martin Loza, Sung-Joon Park, Kenta Nakai

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Ambiguity-aware semi-supervised learning for leaf disease classification by Tri-Cong Pham, Tien-Nam Nguyen, Van-Duy Nguyen

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Research on Classification Technology for Customer Characteristic in Mobile Internet Scene by Qing Zhang

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Size Classification of Chopped Carbon Fibers in the Composite Materials Manufacturing by А.S. Dovbysh, А.F. Budnik, N.І. Andriienko

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Quantum granular-ball generation methods and their application in KNN classification by Suzhen Yuan, Xiaojiang Tian, Wenping Lin, Shuyin Xia, Jeremiah D. Deng

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CLASSIFICATION OF TODDLER’S NUTRITIONAL STATUS USING THE ROUGH SET ALGORITHM by Izzati Rahmi, Yana Wulandari, Hazmira Yozza, Mahdhivan Syafwan

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Dynamic graph structure evolution for node classification with missing attributes by Xiaomeng Song, Bin Zhou, Yanjiang Wang, Weifeng Liu

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Health Risk Classification Using XGBoost with Bayesian Hyperparameter Optimization by Syaiful Anam, Imam Nurhadi Purwanto, Dwi Mifta Mahanani, Feby Indriana Yusuf, Hady Rasikhun

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Author Correction: Classification of distinct tendinopathy subtypes for precision therapeutics by Chenqi Tang, Zetao Wang, Yuanhao Xie, Yang Fei, Junchao Luo, Canlong Wang, Yue Ying, Peiwen He, Ruojing Yan, Yangwu Chen, Jiayun Huang, Yiwen Xu, Zicheng Wang, Boon Chin Heng, Hengzhi Liu, Jianyou Li, Zi Yin, Haobo Wu, Weishan Chen, Hongwei Ouyang, Xiao Chen, Weiliang Shen

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Schizophrenia Detection and Classification: A Systematic Review of the Last Decade by Arghyasree Saha, Seungmin Park, Zong Woo Geem, Pawan Kumar Singh

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