Evaluation of One-Class Techniques for Early Estrus Detection on Galician Intensive Dairy Cow Farm Based on Behavioral Data From Activity Collars by Álvaro Michelena, Esteban Jove, Óscar Fontenla-Romero, José-Luis Calvo-Rolle

“…Feature engineering techniques were applied to the data obtained by the collar, in order to add new variables and enhance the dataset. Some techniques achieved F1-Score values exceeding 95 % in certain cows. …”
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Defend Against Property Inference Attack for Flight Operations Data Sharing in FedMeta Framework by Jin Lei, Weiyun Li, Meng Yue, Zhijun Wu

“…Comprehensive experiments using a real flight operation dataset demonstrate the effectiveness of our proposed method. …”
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A clinical narrative corpus on nut allergy: annotation schema, guidelines and use case by Ana González-Moreno, Alberto Ramos-González, Israel González-Carrasco, M. Dolores Alonso Díaz de Durana, Beatriz Sellers Gutiérrez-Argumosa, Alicia Moncada Salinero, Ana Belén Pastor-Magro, Beatriz González-Piñeiro, Miguel A. Tejedor-Alonso, Paloma Martínez

“…Abstract This article describes a dataset on nut allergy extracted from Spanish clinical records provided by the Hospital Universitario Fundación de Alcorcón (HUFA) in Madrid, Spain, in collaboration with its Allergology Unit and Information Systems and Technologies Department. …”
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Investigation of Speed Matching Affecting Contrarotating Fan’s Performance Using Wireless Sensor Network including Big Data and Numerical Simulation by Hengxuan Luan, Liyuan Weng, Ranhui Liu, Yuanzhong Luan, Dongmin Li

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Differentiated Speed Planning for Connected and Automated Electric Vehicles at Signalized Intersections considering Dynamic Wireless Power Transfer by Lan Yang, Mengjie Han, Shan Fang, Guoyuan Wu, He Sheng, Heng Wei, Xiangmo Zhao

“…., the Intelligent Driver Model (IDM), has been calibrated with the ground-truth dataset to meet the intersection characteristic for EVs in mixed traffic. …”
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Crash/Near-Crash Analysis of Naturalistic Driving Data Using Association Rule Mining by Yansong Qu, Zhenlong Li, Qin Liu, Mengniu Pan, Zihao Zhang

“…We used the Naturalistic Engagement in Secondary Tasks (NEST) dataset, which is massive and detailed and contains 50 million miles of naturalistic driving data resulting from the Strategic Highway Research Program 2 (SHRP2). …”
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CNFA: ConvNeXt Fusion Attention Module for Age Recognition of the Tangerine Peel by Fuqin Deng, Junwei Li, Lanhui Fu, Chuanbo Qin, Yikui Zhai, Hongmin Wang, Ningbo Yi, Nannan Li, TinLun Lam

“…To analyze the features of tangerine peel in different ages and evaluate the performance of CNFA module, we conducted comparative experiments using the CNFA-integrated network on the Xinhui tangerine peel dataset. The proposed algorithm is compared with related models of the proposed structure and other attention mechanisms. …”
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Molecular Identification of Fungal Communities in a Soil Cultivated with Vegetables and Soil Suppressiveness to Rhizoctonia solani by Silvana Pompéia Val-Moraes, Eliamar Aparecida Nascimbem Pedrinho, Eliana Gertrudes Macedo Lemos, Lucia Maria Carareto-Alves

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To describe the subsets of malignant epithelial cells in gastric cancer, their developmental trajectories and drug resistance characteristics by Tingting Xu, Tianying Zhang, Yan Sun, Sijia Wu

“…This model demonstrated robust predictive power, achieving AUC values of 0.77, 0.77, and 0.76 for 1-, 3-, and 5-year overall survival in the TCGA training dataset, with validation across independent cohorts. …”
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Comparative Analysis of RESTful, GraphQL, and gRPC APIs: Perfomance Insight from Load and Stress Testing by Steven Chandra, Ahmad Farisi

“…The experiment utilizes a dedicated server and client hardware to simulate real-world conditions, with parameters such as CPU usage, memory usage, response time, load time, latency, success rate, and failure rate evaluated using a dataset comprising 1,000 rows of student-related records. …”
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Induction of Humoral and Cellular Immunity by Intradermal Delivery of SARS-CoV-2 Nucleocapsid Protein Using Dissolvable Microneedles by Chaiyaporn Kuwentrai, Jinming Yu, Bao-zhong Zhang, Ye-fan Hu, Ying Dou, Hua-rui Gong, Jian-Dong Huang, Chenjie Xu

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Experimental data suggest between population reversal in the condition dependence of two sexually selected traits by Gergely Hegyi, Miklós Laczi, Gyula Szabó, Dóra Kötél, Fanni Sarkadi, János Török

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Examining the Long-Run and Short-Run Effects of Technical and Financial Factors on Bitcoin Blockchain Network Transaction Fees by Amin Rostami, Mahdi Safaei

“…The autoregressive distributed lag (ARDL) model was used for this analysis. The dataset spanned from April 10, 2018, to July 24, 2023. …”
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Prevalence of Intestinal Protozoa among Saudi Patients with Chronic Renal Failure: A Case-Control Study by Yousry A. Hawash, Laila Sh. Dorgham, El-Amir M. Amir, Osama F. Sharaf

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German Bowel Cancer Center: An Attempt to Improve Treatment Quality by Olof Jannasch, Andrej Udelnow, Stefanie Wolff, Hans Lippert, Pawel Mroczkowski

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GroupFound: An effective approach to detect suspicious accounts in online social networks by Bo Feng, Qiang Li, Xiaowen Pan, Jiahao Zhang, Dong Guo

“…We evaluate GroupFound on Sina Weibo dataset and find an appropriate threshold to identify suspicious accounts. …”
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Deep learning-enhanced defects detection for printed circuit boards by Van-Truong Nguyen, Xuan-Thuc Kieu, Duc-Tuan Chu, Xiem HoangVan, Phan Xuan Tan, Tuyen Ngoc Le

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Neuroanatomical Alterations in Patients with Early Stage of Unilateral Pulsatile Tinnitus: A Voxel-Based Morphometry Study by Yawen Liu, Han Lv, Pengfei Zhao, Zhaohui Liu, Wenjing Chen, Shusheng Gong, Zhenchang Wang, Jian-Ming Zhu

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A hybrid approach for intrusion detection in vehicular networks using feature selection and dimensionality reduction with optimized deep learning. by Fayaz Hassan, Zafi Sherhan Syed, Aftab Ahmed Memon, Saad Said Alqahtany, Nadeem Ahmed, Mana Saleh Al Reshan, Yousef Asiri, Asadullah Shaikh

“…The experimental results using CICIDS2017 dataset demonstrate that proposed hybrid model performs well not only in terms of classification performance but also yields trained models that have a low parameter count and model size. …”
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Additively-Manufactured, Magnetically Controlled, Frequency and Polarization Reconfigurable Phased Array Antenna by Ulan Myrzakhan, Farhan A. Ghaffar, Mohammad Vaseem, Atif Shamim

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