Multiple Classifier System for Handling Imbalanced and Overlapping Datasets on Multiclass Classification by Dessy Siahaan, Anwar Fitrianto, Khairil Anwar Notodiputro

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FedArtML: A Tool to Facilitate the Generation of Non-IID Datasets in a Controlled Way to Support Federated Learning Research by Daniel Mauricio Jimenez Gutierrez, Aris Anagnostopoulos, Ioannis Chatzigiannakis, Andrea Vitaletti

Subjects: “…Centralized datasets…”
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An improved SMOTE algorithm for enhanced imbalanced data classification by expanding sample generation space by Ying Li, Yali Yang, Peihua Song, Lian Duan, Rui Ren

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FedEasy : Federated learning with ease by Majid Kundroo, Ghani Haider, Nguyen Khoa, Abdul Wahab Mamond, Taehong Kim

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A Novel Approach for Comparing Selected Metabolites in Citrus Leaves and Fruits Across Datasets by Ryan C. Traband, Xuesong Wang, Mariano Resendiz, Megan Meng, Yoko Hiraoka, Qiong Jia, Rendell Chang, Ethan Eurmsirilerd, Tracy Kahn, Peggy A. Mauk, Amancio De Souza, Anil Bhatia, Haiyan Ke, Donald Merhaut, Mikeal L. Roose, Zhenyu Jia, John M. Chater

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Artificial intelligence, data sharing, and privacy for retinal imaging under Brazilian Data Protection Law by Luis Filipe Nakayama, Lucas Zago Ribeiro, Fernando Korn Malerbi, Caio Saito Regatieri

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Occurrence dataset from the waterbird survey of the middle and lower Huai He floodplain, China by Iromi Kusum Wijethunge, Jingpeng Cao, Fanjuan Meng, Zheping Xu, Qingshan Zhao, Lei Cao

Subjects: “…Sampling-event datasets…”
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Performance of Machine Learning Algorithms on Imbalanced Sentiment Datasets Without Balancing Techniques by Dina Wulan Yekti rahayu, Khothibul Umam, Maya Rini Handayani

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Quality of tracking methods with object reidentification by N. A. Maltceva, A. A. Polozov, N. V. Papulovskaya, S. L. Goldshtein

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Paraphrase Identification With Deep Learning: A Review of Datasets and Methods by Chao Zhou, Cheng Qiu, Lizhen Liang, Daniel E. Acuna

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Exploring unsupervised feature extraction algorithms: tackling high dimensionality in small datasets by Hongqi Niu, Gabrielle B. McCallum, Anne B. Chang, Khalid Khan, Sami Azam

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Generation of Multiple‐Depth 3D Computer‐Generated Holograms from 2D‐Image‐Datasets Trained CNN by Xingpeng Yan, Jiaqi Li, Yanan Zhang, Hebin Chang, Hairong Hu, Tao Jing, Hanyu Li, Yang Zhang, Jinhong Xue, Xunbo Yu, Xiaoyu Jiang

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Weed-crop dataset in precision agriculture: Resource for AI-based robotic weed control systemsMendeley Data by Arjun Upadhyay, Sunil G. C, Maria Villamil Mahecha, Joseph Mettler, Kirk Howatt, William Aderholdt, Michael Ostlie, Xin Sun

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Unsupervised Class Generation to Expand Semantic Segmentation Datasets by Javier Montalvo, Álvaro García-Martín, Pablo Carballeira, Juan C. SanMiguel

Subjects: “…synthetic datasets…”
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Performance benchmarking of multimodal data-driven approaches in industrial settingsZenedoZenedoZenedo by Diyar Altinses, Andreas Schwung

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Comparative Analysis of the Performance of Gridded Precipitation Products Over Iran by Ali Gorjizadeh, Ali Moridi

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Facial Recognition Databases: Recent Developments and Review of Methods by Waleed Ayad, Siraj Qays, Asanka G. Perera, Ali Al-Naji

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An Enhanced Mask Transformer for Overlapping Cervical Cell Segmentation Based on DETR by Baocan Zhang, Xiaolu Jiang, Wei Zhao

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Research on Microscale Vehicle Logo Detection Based on Real-Time DEtection TRansformer (RT-DETR) by Meiting Jin, Junxing Zhang

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Classification and Carbon-Stock Estimation of Mangroves in Dongzhaigang Based on Multi-Source Remote Sensing Data Using Google Earth Engine by Ruiwen Zhang, Jianchao Fan

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