Yongqi Guo
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View article: Recent Advances in Optimization Methods for Machine Learning: A Systematic Review
Recent Advances in Optimization Methods for Machine Learning: A Systematic Review Open
This systematic review explores modern optimization methods for machine learning, distinguishing between gradient-based techniques using derivative information and population-based approaches employing stochastic search. Key innovations fo…
View article: Author Correction: Identification of ASF1A and HJURP by global H3–H4 histone chaperone analysis as a prognostic two-gene model in hepatocellular carcinoma
Author Correction: Identification of ASF1A and HJURP by global H3–H4 histone chaperone analysis as a prognostic two-gene model in hepatocellular carcinoma Open
View article: Identification of ASF1A and HJURP by global H3–H4 histone chaperone analysis as a prognostic two-gene model in hepatocellular carcinoma
Identification of ASF1A and HJURP by global H3–H4 histone chaperone analysis as a prognostic two-gene model in hepatocellular carcinoma Open
Hepatocellular carcinoma (HCC) is a malignancy with poor prognosis. Abnormal expression of H3–H4 histone chaperones has been identified in many cancers and holds promise as a biomarker for diagnosis and prognosis. However, systemic analysi…
View article: Discovery of YK-029A, a novel mutant EGFR inhibitor targeting both T790 M and exon 20 insertion mutations, as a treatment for NSCLC
Discovery of YK-029A, a novel mutant EGFR inhibitor targeting both T790 M and exon 20 insertion mutations, as a treatment for NSCLC Open
View article: Low-Light Image Enhancement via Gradient Prior-Aided Network
Low-Light Image Enhancement via Gradient Prior-Aided Network Open
Low-light images have low brightness and low contrast, which brings huge obstacles to the intelligent video surveillance system. The enhancement of low-light images must simultaneously consider the interference of factors such as brightnes…
View article: Intelligent Vision-Enabled Detection of Water-Surface Targets for Video Surveillance in Maritime Transportation
Intelligent Vision-Enabled Detection of Water-Surface Targets for Video Surveillance in Maritime Transportation Open
The timely, automatic, and accurate detection of water-surface targets has received significant attention in intelligent vision-enabled maritime transportation systems. The reliable detection results are also beneficial for water quality m…
View article: A Hybrid Framework Based on Warped Hierarchical Tree for Pose Estimation of Texture-Less Objects
A Hybrid Framework Based on Warped Hierarchical Tree for Pose Estimation of Texture-Less Objects Open
The pose of texture-less objects is very important for intelligent manufacturing and intelligent assembly. Existing methods cannot accurately estimate pose when partial features are missing or cluttered due to shading, reflection, and occl…