Multimodal GRU with directed pairwise cross-modal attention for sentiment analysis by Zhenkai Qin, Qining Luo, Zhidong Zang, Hongpeng Fu

“…Specifically, MulG achieves 82.2% accuracy on CMU-MOSI’s 7-class task, 82.1% on CMU-MOSEI, and 90.6% on IEMOCAP’s emotion classification. Further ablation studies show that each component of the model contributes significantly to its overall performance. …”
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Analysis and Comparison of Whole Slide Imaging System Guidelines in Japan, the United States, and Europe by Yasuhiro Taniguchi, Manabu Tamura, Ken Masamune

“…Methods: Information disseminated by academic societies in Japan, the United States, and Europe was extracted from their websites, and the WSI system guidelines were identified. Based on the classification criteria, the guidelines were grouped into six categories, and their characteristics and issues were analyzed through comparison. …”
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A novel blockchain technology-based supply chain coordination considering classified after-sales services of electronic products by Xiaoqing Huang, Rui Chen, Yanhong Wan, Haiping Ren

“…Based on this, blockchain technology is introduced into the supply chain model to further analyze the decision-making and coordination issues of the supply chain in its application scenarios. …”
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Enhancing fairness in disease prediction by optimizing multiple domain adversarial networks. by Bin Li, Xiaoqian Jiang, Kai Zhang, Arif O Harmanci, Bradley Malin, Hongchang Gao, Xinghua Shi, Alzheimer’s Disease Neuroimaging Initiative

“…However, biases in AI models for medical predictions can lead to unfair treatment and widening disparities, underscoring the need for effective techniques to address these issues. However, current approaches struggle to simultaneously mitigate biases induced by multiple sensitive features in biomedical data. …”
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Epistolary heritage of Saint Nicholas as a source of history Orthodoxy in Japan of the Meiji era by Zaruba Elizaveta

“…While until now this material has not been investigated in its totality, was not made an attempt to characterize its informative value for a variety of issues of Church history and the history of the Orthodox mission in Japan. …”
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Toward a new paradigm of convergence in lobby-state interactions: global challenges, communication, and transparency by Antonio Castillo-Esparcia, Ana Almansa-Martínez, Álvaro Serna-Ortega

“…Additionally, it is noted that the turbulent socio-political context of recent years has led to changes in social issues and how they are perceived by the public.DiscussionFrom the authors’ perspective, these developments have fostered a convergence of public and private interests, giving rise to a new landscape in lobby-state interactions. …”
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The Influence of Domestic Players on the Success in National and International Competitions in Football by Michal Varmus, Pavol Boško, Roman Adámik, Dominika Toman, Zakaria Elkhwesky

“…This article focuses on the issues of sports management and human capital. The main goal was to analyse the influence of domestic and foreign athletes playing football in teams in the best national leagues on the success in national and international competitions (UEFA Euro, FIFA World Cup). …”
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Patient Safety Incidents in Inpatient Psychiatric Settings: An Expert Opinion Survey by Sophia Russotto, Andrea Conti, Kris Vanhaecht, José Joaquín Mira, Massimiliano Panella

“…Utilizing a seven-step approach, a questionnaire based on the World Health Organization’s International Classification for Patient Safety was developed and deployed. …”
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Optimizer Evaluation for Maize Leaf Disease Using Transfer Learning with MobileNetV3-Small by Dhea Fesa Athallah, Thomas Budiman, Anton Zulkarnain Sianipar

“…This study aims to address these issues by evaluating the performance of different optimizers in classifying maize leaf disease using transfer learning with the MobileNetV3-Small architecture. …”
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AI-enabled OSA screening using EEG data analysis and English listening comprehension insights by Zhihong Gu, Yanbing Fan

“…Traditional approaches in OSA screening often rely on polysomnography, which, despite its high accuracy, suffers from limited accessibility, cost, and patient comfort issues. Furthermore, these methods rarely incorporate insights from cognitive and auditory processing frameworks that could deepen diagnostic precision.MethodsTo address these gaps, we propose an AI-enabled screening methodology that utilizes EEG signals in conjunction with insights from English listening comprehension models. …”
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Adaptive optimization of electromyographic channels for intelligent prosthetic hands based on individual differences by Jianzhuang Zhao, Ye Tian, Yuxuan Wang, Weiye Ji, Mingchi Zhu

“…Compared to a single optimization algorithm, the proposed algorithm can adaptively optimize the electrode configuration based on individual differences while ensuring recognition effectiveness, retaining electrode channel information that significantly contributes to gesture classification recognition, and meeting the stable recognition of their motion intentions by different subjects.…”
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Fungal Endophthalmitis. Literature Review by V. N. Kazaykin, V. O. Ponomarev

“…The paper also covers the definition of endophthalmitis, classification, life cycle, factors of aggression and invasion of fungal microorganisms, the basics of pathological physiology of the spread of fungal infection.…”
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Surgical correction of distal tibia posttraumatic deflection by I. I. Trufanov, Ye. A. Pobiel, V. V. Kosylo

“…According to the AO classification patients had the following types of fractures: 43A – 7 patients, 43B – 14 and43C – 28. …”
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LDC-GAT: A Lyapunov-Stable Graph Attention Network with Dynamic Filtering and Constraint-Aware Optimization by Liping Chen, Hongji Zhu, Shuguang Han

“…Experiments on six benchmark datasets show that LDC-GAT outperforms GAT by 10.54% in classification accuracy, which demonstrates strong robustness on heterophilic graphs.…”
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An Intelligent Diagnosis and Fault Detection Model Based on Fuzzy Logic for Photovoltaic Panels by Marah Bacha, Amel Terki, Rabiaa Houili

“…Upon examination of the simulation outcomes, it becomes evident that the threshold method fails to identify all faults, necessitating the adoption of a more effective classification technique. Moreover, the Fuzzy Logic (FL) method has proven to be the most suitable approach for diagnosing PV module issues. …”
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The transfer learning of uncertainty quantification for industrial plant fault diagnosis system design by J. Blair, O. Amin, B. D. Brown, S. McArthur, A. Forbes, B. Stephen

“…This empirical approach is demonstrated in bearing fault classification case studies using well-understood open-source data.…”
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Evaluation and Application of Machine Learning Techniques for Quality Improvement in Metal Product Manufacturing by Katarzyna Antosz, Lucia Knapčíková, Jozef Husár

“…A variety of classification algorithms, including neural networks (NNs), bagged trees (BT), and support vector machines (SVMs), were employed to efficiently analyse and predict defects. …”
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The impact of the China-Australia free trade agreement on China’s agricultural imports by Yonggang Cai, Wanling Chen, Xiaohua Zeng

“…There are no endogeneity issues in the results after adding lead variables. …”
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The ambulatory practice of the conservative therapy of knee joint osteoarthrosis by O. A. Kaplunov, K. O. Kaplunov, E. Yu. Nekrasov

“…The study discusses issues of the validity and efficacy of the proposed scheme of conservative treatment of clinically significant stages of osteoarthritis of the knee joint (II-III degree classification Kellgren – Lawrence), including a combined administration of drugs from different pharmacological groups: non-steroidal anti-inflammatory drug aceclofenac, a derivative of hyaluronic acid and cartilage chondroitin sulfate. …”
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Global Experience in the Use of Unmanned Aviation Technologies in Public Administration: a Review by А. А. Sazanova

“…It is also noted that their wider implementation in the practice of public administration is hindered by the lack and/or imperfection of the relevant legal framework, typical for most legislative systems of the world, and postulates the need to actively address these issues in relation to the classification and certification of UAS, requirements for their operators and software, the procedure and rules of operation, the integration of unmanned aircraft (UAS) into the existing air traffic management system.…”
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