Influence of the outliers to the classification of multidimensional Gaussian mixtures by Gintautas Jakimauskas

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Squeeze-and-Excitation Vision Transformer for Lung Nodule Classification by Xiaozhong Xue, Yanhe Ma, Weiwei Du, Yahui Peng

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The Effects of Classification of Records on Effective Retrieval of Information: A Case of Kabale District Headquarters Registry. by Vivian, Kyarisiima

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STFCropNet: A Spatiotemporal Fusion Network for Crop Classification in Multiresolution Remote Sensing Images by Wei Wu, Yapeng Liu, Kun Li, Haiping Yang, Liao Yang, Zuohui Chen

“…Remote sensing-based classification of crops is the foundation for the monitoring of food production and management. …”
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A Computer-Directed Geographic Coastal Use Classification System for Ecologic Planning: The Case of the Florida Keys by Gustavo A. Antonini, Leonard Zobler, Robert Swett

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Data Augmentation For Sorani Kurdish News Headline Classification Using Back-Translation And Deep Learning Model by Soran Badawi

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Classification and Regression Trees analysis identifies patients at high risk for kidney function decline following hospitalization. by Weihao Wang, Wei Zhu, Janos Hajagos, Laura Fochtmann, Farrukh M Koraishy

“…We conducted a retrospective cohort study on patients hospitalized at Stony Brook University Hospital in 2020 who were followed for 36 months post discharge. Random Forest (RF) identified the top ten features associated with fast eGFR decline. …”
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Low-Rank Adaptation of Pre-Trained Large Vision Models for Improved Lung Nodule Malignancy Classification by Benjamin P. Veasey, Amir A. Amini

“…<italic>Results:</italic> The best LoRA-adapted model achieved a 3&#x0025; increase in ROC AUC over the state-of-the-art model, utilized 89.9&#x0025; fewer parameters, and reduced training times by 36.5&#x0025;. <italic>Conclusions:</italic> Integrating LoRA with out-of-domain pretrained LVMs offers a promising avenue for enhancing performance of lung nodule malignancy classification. …”
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Automated orthodontic diagnosis via self-supervised learning and multi-attribute classification using lateral cephalograms by Qiao Chang, Yuxing Bai, Shaofeng Wang, Fan Wang, Shuang Liang, Xianju Xie

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A Multifeature Fusion Network for Tree Species Classification Based on Ground-Based LiDAR Data by Yaoting Liu, Yiming Chen, Zhengjun Liu, Jianchang Chen, Yuxuan Liu

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Evaluation of a Deep Learning Model for Automatic Detection of Schizophrenia Using EEG Signals by Swetha Padmavathi Polisetty, Radhamani Ellapparaj, Karthikeyan M P

“…For this purpose, EEG signals were captured from 36 patients with schizophrenia and 36 healthy controls at resting state. …”
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Prediction of Claim Fund Reserves in Insurance Companies Using the ARIMA Method by Goenawan Brotosaputro, Yohanes Setiawan Japriadi, Wiwin Windihastuty, Rivai Ahsani

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A novel classification method for balance differences in elite versus expert athletes based on composite multiscale complexity index and ranking forests. by Yuqi Cheng, Dawei Wu, Ying Wu, Youcai Guo, Xinze Cui, Pengquan Zhang, Jie Gao, Yanming Fu, Xin Wang

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Classification of risk for transmission of vaccine-preventable diseases in Brazilian municipalities: comparative analysis before and after the national movement for vaccination and... by Ana Catarina de Melo Araújo, Thales Philipe Rodrigues da Silva, Janaina Fonseca Almeida Souza, Krishna Mara Rodrigues Freire, Fernanda Penido Matozinhos, Eder Gatti Fernandes

“…Abstract Objective To analyze the classification of the risk of transmission of vaccine-preventable diseases in Brazilian municipalities before and after the National Movement for Vaccination and Multivaccination proposed by the Ministry of Health. …”
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MALVADA: A framework for generating datasets of malware execution traces by Razvan Raducu, Alain Villagrasa-Labrador, Ricardo J. Rodríguez, Pedro Álvarez

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Apk2Audio4AndMal: Audio Based Malware Family Detection Framework by Oguz Emre Kural, Erdal Kilic, Ceyda Aksac

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Transformer-based malware detection using process resource utilization metrics by Dimosthenis Natsos, Andreas L. Symeonidis

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Identification of the optimal candidates to benefit from surgery and chemotherapy among elderly female breast cancer patients with bone metastases by Yuchen Hu, Junfeng Tang, Xiaofeng Liu, Yusheng Sun, Baojun Gong, Qing Gao

“…The nomogram’s AUC for forecasting OS at 12, 24, and 36 months was 0.753, 0.748, and 0.745 in the training cohort, and 0.744, 0.723, and 0.723 in the validation cohort. …”
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Restricted Use Pesticides by Frederick M. Fishel

“…Below this heading may be a statement describing the reason for the restricted classification. There are various reasons which are determined by the U.S. …”
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Reconstructive surgery to preserve ankle function in a 5-year-old girl with bilobed distal tibia in an unclassified case of tibial hemimelia: a case report by Alireza Ghaznavi, Miad Nosratpour, Seyed Mohammadmisagh Moteshakereh, Ava Parvandi, Shayan Amiri

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