Few-Shot Classification Study for Prototype Fusion and Completion by Yuheng Wang, Yanguo Sun, Zhenping Lan, Nan Wang, Jiansong Li, Xincheng Yang

“…When applied to classification tasks, it is referred to as few-shot classification. …”
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Classification-Based Parameter Optimization Approach of the Turning Process by Lei Yang, Yibo Jiang, Yawei Yang, Guowen Zeng, Zongzhi Zhu, Jiaxi Chen

“…Currently, it is difficult to effectively determine the optimum process parameters under complex conditions. To address this issue, a classification-based parameter optimization approach of the turning process is proposed in this paper, which aims to provide feasible optimization suggestions of process parameters and consists of a classification model and several optimization strategies. …”
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Fusion Classification Method Based on Audiovisual Information Processing by Peiju Chen, Xuan Zhang, Huijun Zhao, Huiliang Cao, Xuemei Chen, Xiaochen Liu

“…In the presence of external interference, multimodal target classification plays a crucial role. Traditional single-modal classification systems are limited by the singularity of data representation and their sensitivity to environmental conditions, making it challenging to meet the robustness requirements for target classification under external disturbances. …”
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Segmentation Techniques Applied to CNNs for Cervical Cancer Classification by Ana Ortiz-Gonzalez, Raquel Martinez-Espana, Juan Morales-Garcia, Baldomero Imbernon, Jose Martinez-Mas, Mauricio A. Alvarez, Oscar David Romero, Juan Pedro Martinez-Cendan, Andres Bueno-Crespo

“…Cervical cancer continues to be a significant global health issue, ranking as the fourth most prevalent cancer affecting women. …”
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Differential diagnostics of arterial hypertension: classification and terminology aspects by E. Kh. Akhmetzyanova

“…The author discusses issues of arterial hypertension terminology and classification use in everyday clinical practice.…”
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Credit approval classification through a WASD neuronet by Mourtas Spyridon D.

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Classification of Biological Data using Deep Learning Technique by Azha Javed, Muhammad Javed Iqbal

“…To overcome these issues, we have proposed a deep learning based neural network architecture so that classification performance of the system can be increased. …”
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Malware Classification Using Few-Shot Learning Approach by Khalid Alfarsi, Saim Rasheed, Iftikhar Ahmad

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Structure of the formation of a classification description of forest rakes by Platonov Alexey

“…The article discusses the issues of classification of technical means of mechanization of performing these works, provides a formula for creating a description of technical means of mechanical removal of logging residues, considers the sequence of formation of a classification description of specific models of forest rakes, provides examples of their classification, and formulates a conclusion about the creation of a unified approach to systematization of produced forest rakes.…”
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Classification of Climate Disputes from the Perspective of International Law by Sergey A. Lomovsky

“…In this regard, one of the basic issues in conducting a legal analysis of climate disputes is their classification, i.e., their distribution into certain groups (classes/types) based on distinctive characteristics. …”
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Applied of Classification Technique in Data Mining For Credit Scoring by Heriyanto Heriyanto, Ika Kurniawati, Fachri Amsury, Muhammad Rizki Fahdia, Irwansyah Saputra, Nanang Ruhyana, Asrul

“…The results of this classification are implemented in the form of a website-based application that can be used to facilitate related parties in the credit scoring system.…”
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The Diagnostic Classification of the Pathological Image Using Computer Vision by Yasunari Matsuzaka, Ryu Yashiro

“…While deep learning approaches show great promise in diagnostic classification, challenges remain, including issues related to model interpretability, reliability, and generalization across diverse patient populations and imaging settings.…”
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A Plastic Classification Model Based on Simulated Data by Alexander Pletl, Roman-David Kulko, Andreas Hanus, Benedikt Elser

“…This study addresses these issues by introducing a novel approach to plastic classification, leveraging simulated spectral data to reduce reliance on large datasets and improve classification accuracy. …”
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Classification of Infiltrative Heart Diseases MORAL-STAGE System by Elena V Reznik, Thanh Luan Nguyen, Alla N Semyachkina, Maria A Shkolnikova

“…This article summarizes the cornerstones of the MORAL-STAGE classification and its clinical relevance. In addition, new issues are discussed that can be considered in future versions of the MORAL-STAGE classification.…”
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Rock image classification based on improved EfficientNet by Kai Bai, Zhaoshuo Zhang, Siyi Jin, Shengsheng Dai

“…To address these issues, we propose an enhanced rock classification model based on EfficientNet-B0. …”
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Classification of Innovations on Railway Transport and the Role of Investments in Their Implementation by A. V. Izmaikova

“…The present paper proposes innovations classification in the area of railway transport. This classification version is based on the universal categories and links. …”
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Fractures around Trochanteric Nails: The “Vergilius Classification System” by Giuseppe Toro, Antimo Moretti, Daniele Ambrosio, Raffaele Pezzella, Annalisa De Cicco, Giovanni Landi, Nicola Tammaro, Pasquale Florio, Antonio Benedetto Cecere, Adriano Braile, Antonio Medici, Antonio Siano, Bruno Di Maggio, Giampiero Calabrò, Nicola Gagliardo, Ciro Di Fino, Gaetano Bruno, Achille Pellegrino, Giacomo Negri, Vincenzo Monaco, Michele Gison, Antonio Toro, Alfredo Schiavone Panni, Umberto Tarantino, Giovanni Iolascon

“…Subsequently, a panel of experts was involved in a consensus meeting proposing a specific classification system and formulated treatment statements for PNFs. …”
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Contrastive learning-driven framework for neuron morphology classification by Yikang Jiang, Hao Tian, Quanbing Zhang

“…However, traditional classification methods often struggle with the complexity and diversity of neuronal morphologies. …”
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Research on an adaptive multimodal cognitive load classification method by Xiangxin Yu, Ruizhen Wang

“…Methods: To address these issues, this study proposes a cognitive load classification algorithm based on Multimodal Domain Adaptation (MMDA), which comprises an Intra-Modal Domain Adaptation (IMDA) module and a Cross-Modal Domain Adaptation (CMDA) module. …”
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Adaptive pixel attention network for hyperspectral image classification by Yuefeng Zhao, Chengmin Zai, Nannan Hu, Lu Shi, Xue Zhou, Jingqi Sun

“…To tackle the above issues, we propose a novel Adaptive Pixel Attention Network, which can improve HSI classification by further mining the connections between pixels in patch features. …”
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