Search Results - "2025 4th Asia Conference on Algorithms, Computing and Machine Learning (CACML)"

Towards Robust Learning based Image Denoising: An Overview by Chen, Shiyue

“…Image denoising is a fundamental yet challenging problem in the field of low-level vision tasks, as it directly affects the quality and usability of images in…”
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An Improved FastICA Algorithm Using Correction Factors And Lanczos Algorithm For EEG Signals by Zhu, Qinghui, Huang, Junqi, Zhang, Hongyi, Jiang, Huaili, Gao, Xingen, Zhong, Zhengzhe

“…Independent Component Analysis (ICA) is a powerful technique for source separation, particularly in scenarios where prior knowledge is unavailable. However,…”
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Transient Pulse Signal Recognition and Extraction in Particle Accelerator Devices by Yin, YongChang, Ma, DongMei, Liu, Ye, Feng, AnHui

“…Particle accelerator devices belong to complex high-tech large scientific engineering equipment, and the electromagnetic environment is exceptionally…”
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Scene Graph Generation Approach with Integrated Environmental Contextual Information by Sun, Yong, Zhu, Yin, Tao, Yiran, Li, Binghui

“…Scene graphs depict entities and their relationships in images, enabling tasks like semantic understanding. Current research focuses on entity and relationship…”
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Hybrid ARIMA and GRNN Model for Accurate Short-Term Water Level Prediction by Wu, Linli, Zhang, Zhimin

“…To more effectively predict water levels, a hybrid method combining time-series analysis and artificial neural networks was proposed. The water level time…”
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Textured Surface Defect Detection with Image-Level Accuracy Optimization via Patch-Level Features and Simulation-Based Samples by Li, Fen, Li, Dongxiao, Huang, Le, Chen, Hangrui, Zhang, Ming

“…Textured surface defect detection plays a critical role in industrial product quality monitoring. However, excessive reliance on pixel-level precision,…”
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Core Loss Prediction Using a PC-GBT Model Based on Permutation Feature Importance and Grid Search Optimization by Ran, Yunhua, Li, Shaobo

“…This study aims to predict core loss in magnetic materials using a PC-GBT model based on Permutation Feature Importance and Grid Search Optimization. The…”
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TransformBioRegressor: A Transformer-based Grassland Biomass Estimator using Multi-source Data by Zhang, Fuchang, Bao, Tengfei, Huo, Hong, Fang, Tao

“…Accurately monitoring aboveground biomass (AGB) in grassland ecosystems is critical for sustainable grassland management and ecological protection. In this…”
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Knowledge Tracing Based on Memory Mechanism by Ma, Fanglan, Zhu, Changsheng, Lei, Peng, Gong, Xuefang

“…Knowledge tracing aims to infer students' mastery states of knowledge concepts through their interactive behaviors during learning, enabling personalized…”
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Logit Adjustment for Imbalanced Cognitive Diagnosis by Tan, Zhengtao, Bao, Jimin, He, Zhuangzhuang, Zhang, Dacao

“…Cognitive diagnosis is a critical task in intelligent education, aimed at inferring students' mastery of knowledge concepts based on their response logs…”
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A genetic-based convolutional neural networks optimization for fault diagnosis of rotary agriculture machine by Sewiolo, Mateusz, Tarasiuk, Krzysztof, Kusznier, Pawel, Mystkowski, Arkadiusz

“…Convolutional neural networks (CNNs) are an effective and accurate method for vibration analysis in fault detection. However, optimizing hyper-parameters and…”
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DMPNet: Robust Real-Time Intraoperative Parathyroid Identification via Novel Dual-Modality Fusion Framework of White-Light and Spectral Imaging by Wen, Xuan, Lin, Peiliang, Fan, Jianming, Chen, Jialei, Liang, Faya, Cai, Yuexin, Huang, Xiaoming, Chen, Junzhou

“…Accurate intraoperative identification of parathyroid glands is crucial for preserving their function and min-imizing complications, such as hypocalcemia,…”
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Demand Prediction with Gravity Graph Attention Networks for Shared Bike Systems by Zhang, Peigen, Du, Yujie, Jian, Ming

“…Shared bicycles, as an important component of green transportation, have experienced rapid development worldwide, making accurate demand forecasting crucial…”
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Document-Level Relation Extraction Based on Distant Supervision for Spring Water Domain by Liu, Chao, Zhou, Hanshun, Ding, Qi, Yao, Hong, Dong, Lijun

“…Document-Level Relation Extraction (DocRE) is essential for information extraction and knowledge graph construction. However, relation extraction in the spring…”
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Computer Vision Kinematic Detection of Centrifugal Pendulum Vibration Absorber by Zhang, Yi, Qiu, Jie, Wu, Guangqiang

“…Using patented non-contact measurement technology based on computer vision, the kinematic characteristics of centrifugal pendulum vibration absorbers (CPVA)…”
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Compatibility-Based Recommendation Method for Ceramic Pattern Matching by Zhang, Jiayu, Ma, Bingxian

“…Ceramic culture is an important component of traditional Chinese culture, and its inheritance and innovation hold significant importance. As an essential…”
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Improved Magic Square Transform Combined with Double Random Phase Encoding for Iris Recognition by Gao, Yanna, Zou, Xue

“…To address the issue of iris template leakage using irreversible transformation, this study proposes a new double iris template protection method that combines…”
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Kernel Functions in CNNs: Enhancing Robustness to Image Noise by Gao, Fengyu, Zhang, Hong, Yan, Hao, Chen, Chien-Hua

“…Convolutional Neural Networks (CNNs) have achieved remarkable success across various fields, particularly in image processing. However, the interference from…”
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DSnet: Removing scattered light in biomedical images using a Dual Stream neural network by Gong, Yuanhao, Liu, Qianyan, Lin, Weichao

“…Light scattering is a common phenomenon in biomedical imaging. However, its removal is a challenging task because of the complex light paths from the scattered…”
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Direct Application of QAOA Algorithm to PUBO Problem by Wang, Junya

“…Previously, the approach to solving the PUBO (multiple unconstrained binary optimization) was to transform it into the QUBO (Quadratic Unconstrained Binary…”
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