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INTELLIGENT SYSTEMS, BRACIS 2025, PT I

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论文数41
被引数
期刊论文 41
发表时间
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Deep Learning for Helicobacter Pylori Classification: A Comparative Approach Using Transfer Learning and Data Augmentation基于迁移学习和数据增强的幽门螺杆菌分类深度学习方法：一种比较研究
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deleteBarbosa, Francois F. R.; Borges, Rodrigo N.; Santos, Patrick Ryan S.; Filho, Antonio Oseas C.; Silva, Ivan S.; Veras, Rodrigo M. S.
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Evaluation of Explainable Artificial Intelligence Methods for Deep Time Series Classification of Biosignals评估可解释人工智能方法在生物信号深度时间序列分类中的应用
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deletede Sa, Diego R.; Mattos, Cesar Lincoln C.; Magalhaes, Regis P.
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Clustering Explainability: A Systematic Literature Review聚类可解释性：一项系统文献综述
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deleteOliveira, Guilherme S.; Silva, Fabricio A.
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Evaluating the Power Measure with Choquet-Based Generalizations in Fuzzy Rule -Based Classification Systems基于Choquet积分泛化的模糊规则分类系统中功率测度的评估
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deleteLucca, Giancarlo; Asmus, Tiago; Dimuro, Gracaliz P.; Dalmazo, Bruno L.; Berri, Rafael A.; Reiser, Renata S. H.; Yamin, Adenauer C.; Marco-Detchard, Cedric; Bustince, Humberto
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Deep Neural Networks Techniques with Ensemble-Based Methods Applied to Data-Driven Proxy Reservoir Simulator基于集成方法的数据驱动代理油藏模拟器深度神经网络技术
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deleteAlmeida, Diogo M.; Tueros, Juan A. R.; Horowitz, Bernardo
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A Multidimensional Analysis of Swarm Dynamics in a Reinforcement Learning-Based Metaheuristic基于强化学习的元启发式算法中群体动态的多维分析
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deleteLira, Rodrigo Cesar; Macedo, Mariana; Siqueira, Hugo Valadares; Bastos-Filho, Carmelo
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Agentic AI Meets Fundamentalist Financial Analysis: Limits and Possibilities代理人工智能与原教旨主义金融分析：局限性与可能性
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deleteNepomuceno, Joao; Rottschaefer, Eduardo; Assis, Gabriel; Ferreira, Thiago Castro; Paes, Aline
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Data Complexity and Instance Hardness Measures in Transferability Evaluation数据复杂度和实例难度度量在可迁移性评估中的应用
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deleteRangel, Derick W. B.; Exposito De Queiroz, Alfredo A. A.; Lorena, Ana C.
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A NAS-Optimized Deep Learning Model for Customer Churn Prediction in Financial ServicesNAS优化的深度学习模型在金融服务业的客户流失预测
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deleteAlmeida, Marcus; Silva, Ivair; Freitas, Vander; Luz, Eduardo; Moreira, Gladston
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Genetic Algorithm for Interpretability in Vision Language Models视觉语言模型中可解释性的遗传算法
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deleteBarreto, Marcelo H. L.; Oliveira, Cristiano L.; Santos, Flavio A. O.; Novais, Paulo; Matos, Leonardo N.; Britto, Andre
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A Generative Domain Adaptation Scheme for Swift Deployment of Parking Monitoring Systems一种用于快速部署停车监测系统的生成式领域自适应方案
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deleteFerreira dos Santos, Antonio Michel; Lisboa de Almeida, Paulo Ricardo; Barddal, Jean Paul; Hochuli, Andre Gustavo
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A Note on Learning Algorithms as Approximations of Solomonoff Induction关于学习算法作为索洛莫夫归纳近似的一种评注
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deleteSlaviero, Cleyton; Haeusler, Edward Hermann
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Data Stream Mining to Predict Recommended Actions for Firewall Network Traffic数据流挖掘以预测防火墙网络流量的推荐动作
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deleteDias, Herbert Goncalves; Giarini, Wagner Rafael; Cerri, Ricardo
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Adversarial Attack on Large Language Models for the Portuguese Language针对葡萄牙语的大语言模型对抗攻击
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deleteFigueiredo, Allan Chamon; de Souza Moura, Pedro Nuno; Alvim, Adriana C. F.
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Cost-Efficient Visual Perception for Autonomous Vehicles: Leveraging Attention-Based Sensor Fusion to Maintain Performance低成本自动驾驶视觉感知：利用基于注意力的传感器融合来维持性能
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deleteHonorato, Eduardo Sperle; Bonato, Vanderlei; Wolf, Denis Fernando
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Boosting OOD Detection in Biomedical Data with Siamese Neural Networks利用孪生神经网络提升生物医学数据中的OOD检测
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deleteHonorato, Eduardo Sperle; Pelisser Dalalana, Gabriel Jose
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Estimating Variable Importance and Interaction in Machine Learning via Genetic Algorithms通过遗传算法估计机器学习中的变量重要性和交互作用
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deleteGuimaraes, David Gabriel; Carvalho, Sabrina Sousa; do Nascimento, Renato Higor; Tinos, Renato
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CLS, Averaging, or Layer Combinations? Embedding Strategies for Text Classification Across BERT VariantsCLS、平均化或层组合？BERT变体中用于文本分类的嵌入策略
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deleteScardin Perin, Eliton Luiz; de Souza, Mariana Caravanti; Costa, Anderson Bessa; Matsubara, Edson Takashi
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DiagHW: A Compact LLM for Hardware Failure Diagnosis via a Novel Knowledge Distillation PipelineDiagHW：一种通过新型知识蒸馏流水线实现硬件故障诊断的紧凑型大型语言模型
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deleteCaminha, Carlos; Silva, Maria de Lourdes M.; Chaves, Iago C.; Brito, Felipe T.; Farias, Victor A. E.; Machado, Javam C.
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Extending the Minimal Learning Machine for Classification and Regression on Interval-Valued Data扩展最小学习机以在区间值数据上进行分类和回归
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deleteOliveira, Diego F.; Mattos, Cesar L. C.; Gomes, Joao P. P.
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