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A Disentangled Representation-Based Multimodal Fusion Framework Integrating Pathomics and Radiomics for KRAS Mutation Detection in Colorectal Cancer被引量:1
《Big Data Mining and Analytics》2024年第3期590-602,共13页Zhilong Lv Rui Yan Yuexiao Lin Lin Gao Fa Zhang Ying Wang 
supported by the National Natural Science Foundation of China(Nos.61932018,32241027,62072441,62272326,62132015,and U22A2037);the Beijing Municipal Administration of Hospitals Incubating Program(No.PX2021013).
Kirsten rat sarcoma viral oncogene homolog(namely KRAS)is a key biomarker for prognostic analysis and targeted therapy of colorectal cancer.Recently,the advancement of machine learning,especially deep learning,has gre...
关键词:KRAS mutation detection multimodal feature fusion pathomics radiomics 
LDTR:Transformer-based lane detection with anchor-chain representation
《Computational Visual Media》2024年第4期753-769,共17页Zhongyu Yang Chen Shen Wei Shao Tengfei Xing Runbo Hu Pengfei Xu Hua Chai Ruini Xue 
supported by the National Natural Science Foundation of China(No.U23A6007).
Despite recent advances in lane detection methods,scenarios with limited-or no-visual-clue of lanes due to factors such as lighting conditions and occlusion remain challenging and crucial for automated driving.Moreove...
关键词:TRANSFORMER lane detection anchor-chain 
Dual representation of expectile-based expected shortfall and its properties
《Probability, Uncertainty and Quantitative Risk》2021年第2期99-116,共18页Mekonnen Tadese Samuel Drapeau 
This research is supported by National Science Foundation of China(Grant No.11971310,11671257);“Assessment of Risk and Uncertainty in Finance”(Grant No.AF0710020)from Shanghai Jiao Tong University.
An expectile can be considered a generalization of a quantile.While expected shortfall is a quantile-based risk measure,we study its counterpart-the expectile-based expected shortfall-where expectile takes the place o...
关键词:Expectile Expected shortfall Tail conditional expectation Dual representation Coherent risk measure 
SPAR:set-based piecewise aggregate representation for time series anomaly detection
《Science China(Information Sciences)》2021年第4期213-215,共3页Peng ZHAN Yupeng HU Lin CHEN Wei LUO Xueqing LI 
supported by National Key Research Program of China(Grant No.U1936203);Shandong Provincial Natural Science and Foundation(Grant No.ZR2019JQ23);CERNET Innovation Project(Grant No.NGII20190109);Project of Qingdao Postdoctoral Applied Research。
Dear editor,Time series anomaly detection,aiming for identifying unexpected observations within the given time series,has been considered as one of the most challenging studies in time series data mining[1,2].In this ...
关键词:PIECEWISE AGGREGATE REPRESENTATION 
Reconstruction of time series with missing value using 2D representation-based denoising autoencoder被引量:1
《Journal of Systems Engineering and Electronics》2020年第6期1087-1096,共10页TAO Huamin DENG Qiuqun XIAO Shanzhu 
Time series analysis is a key technology for medical diagnosis,weather forecasting and financial prediction systems.However,missing data frequently occur during data recording,posing a great challenge to data mining t...
关键词:time series missing value 2D representation denoising autoencoder(DAE) RECONSTRUCTION 
A Representation-Based Pseudo Nearest Neighbor Classifier
《国际计算机前沿大会会议论文集》2018年第1期13-13,共1页Yanwei Qi 
Constructing cotorsion pairs over generalized path algebras
《Frontiers of Mathematics in China》2016年第4期1079-1096,共18页Haiyan ZHU 
This work was carried out while the author was a visitor at University of California, Berkeley; she thanks Prof. T. Y. Lam for the very helpful comments and suggestions. This work was supported by the National Natural Science Foundation of China (Grant No. 11201424) and the Natural Science Foundation of Zhejiang Province (No. LY12A01026).
We introduce two adjoint pairs (eλ^i()i) and (()i,ep^i) and give a new method to construct cotorsion pairs. As applications, we characterize all projective and injective representations of a generalized path ...
关键词:Cotorsion pair REPRESENTATION generalized path algebra 
A fundamental representation of quantum generalized Kac-Moody algebras with one imaginary simple root
《Frontiers of Mathematics in China》2015年第5期1041-1056,共16页Jiangrong CHEN Zhonghua ZHAO 
The authors would like suggestions and express their sincere gratitude valuable discussion. The second author (Zhao) Natural Science Foundation of China (Grant No. Funds for the Central Universities. to thank the referees for many helpful to Professor Bangming Deng for many was partially supported by the National 11226063) and the Fundamental Research
We consider the Borcherds-Cartan matrix obtained from a symmetrizable generalized Cartan matrix by adding one imaginary simple root. We extend the result of Gebert and Teschner [Lett. Math. Phys., 1994, 31: 327-334] ...
关键词:Quantum generalized Kac-Moody algebra tensor algebra fundamental representation 
Concept-based approach for information retrieval被引量:1
《Journal of Southeast University(English Edition)》2006年第3期324-329,共6页吴晨 张全 贾宁 
The National Basic Research Program of China(973Program)(No.2004CB318104),the Knowledge Innovation Pro-gram of Chinese Academy of Sciences (No.13CX04).
A concept-based approach is expected to resolve the word sense ambiguities in information retrieval and apply the semantic importance of the concepts, instead of the term frequency, to representing the contents of a d...
关键词:information retrieval CONCEPT semantic knowledge content representation 
Petri net-based representation of rules and verification of consistency
《Journal of Harbin Institute of Technology(New Series)》2001年第2期125-128,共5页丁彩虹 姜兴渭 黄文虎 
theHighTechnologyResearchProject-SpaceItem (GrantNo.86 3 2 4 5 1)
Presents the proposition for verification of consistency based upon an accurate Petri net built for rules using the reachability concept and status equation of Petri net, and illustrates the specific steps of this app...
关键词:Rule based system consistency verification Petri net 
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