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检索条件"机构=Laboratory for Machine Learning and Knowledge Representation"
7 条 记 录,以下是1-10 订阅
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Case study on quantum convolutional neural network scalability
arXiv
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arXiv 2022年
作者: Lisnichenko, Marina Olegovna Protasov, Stanislav I. Machine Learning and Knowledge representation laboratory Innopolis University Innopolis Russia
One of the crucial tasks in computer science is the processing time reduction of various data types, i.e., images, which is important for different fields - from medicine and logistics to virtual shopping. Compared to... 详细信息
来源: 评论
`0-Motivated Low-Rank Sparse Subspace Clustering
arXiv
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arXiv 2018年
作者: Brbić, Maria Kopriva, Ivica Laboratory for Machine Learning and Knowledge Representation Division of Electronics Rudjer Boskovic Institute
In many applications, high-dimensional data points can be well represented by low-dimensional subspaces. To identify the subspaces, it is important to capture a global and local structure of the data which is achieved... 详细信息
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0-Motivated Low-Rank Sparse Subspace Clustering
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IEEE Transactions on Cybernetics 2020年 第4期50卷 1711-1725页
作者: Brbić, Maria Kopriva, Ivica Laboratory for Machine Learning and Knowledge Representation Division of Electronics Ruder Bošković Institute Zagreb10000 Croatia
In many applications, high-dimensional data points can be well represented by low-dimensional subspaces. To identify the subspaces, it is important to capture a global and local structure of the data which is achieved... 详细信息
来源: 评论
ROBUST SELF-SUPERVISED CONVOLUTIONAL NEURAL NETWORK FOR SUBSPACE CLUSTERING AND CLASSIFICATION
arXiv
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arXiv 2020年
作者: Sitnik, Dario Kopriva, Ivica Laboratory for Machine Learning and Knowledge Representation Division of Electronics Ruder ¯ Bošković Institute Bijenička cesta 54 Zagreb10000 Croatia
Insufficient capability of existing subspace clustering methods to handle data coming from nonlinear manifolds, data corruptions, and out-of-sample data hinders their applicability to address real-world clustering and... 详细信息
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CLUSTERING AND CLASSIFICATION OF LOW-DIMENSIONAL DATA IN EXPLICIT FEATURE MAP DOMAIN: INTRAOPERATIVE PIXEL-WISE DIAGNOSIS OF ADENOCARCINOMA OF A COLON IN A LIVER
arXiv
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arXiv 2022年
作者: Sitnik, Dario Kopriva, Ivica Laboratory For Machine Learning And Knowledge Representation Division of Electronics Ruder Bošković Institute Bijenička cesta 54 Zagreb10000 Croatia
Application of artificial intelligence in medicine brings in highly accurate predictions achieved by complex models, the reasoning of which is hard to interpret. Their generalization ability can be reduced because of ... 详细信息
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Computational analysis of laminar structure of the human cortex based on local neuron features
arXiv
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arXiv 2019年
作者: Stajduhar, Andrija Lipic, Tomislav Sedmak, Goran Loncaric, Sven Judaš, Milos Croatian Institute for Brain Research University of Zagreb School of Medicine Šalata 12 Zagreb10000 Croatia Laboratory for Machine Learning and Knowledge Representation Rud-er Boškovic Institute Faculty of Electrical Engineering and Computing University of Zagreb
In this paper, we present a novel method for analysis and segmentation of laminar structure of the cortex based on tissue characteristics whose change across the gray matter facilitates distinction between cortical la... 详细信息
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Front Cover: Inhibitory Effect of DMSO on Halohydrin Dehalogenase: Experimental and Computational Insights into the Influence of an Organic Co-solvent on the Structural and Catalytic Properties of a Biocatalyst (Chem. Eur. J. 56/2022)
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Chemistry – A European Journal 2022年 第56期28卷
作者: Nevena Milčić Dr. Višnja Stepanić Dr. Ivo Crnolatac Prof. Zvjezdana Findrik Blažević Dr. Zlatko Brkljača Dr. Maja Majerić Elenkov Faculty of Chemical Engineering and Technology University of Zagreb Savska c. 16 10000 Zagreb Croatia Laboratory for Machine Learning and Knowledge Representation Ruđer Bošković Institute Bijenička c. 54 10000 Zagreb Croatia Division of Organic Chemistry and Biochemistry Ruđer Bošković Institute Bijenička c. 54 10000 Zagreb Croatia Present Address: Selvita Ltd. 10000 Zagreb Croatia
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