Suchergebnisse - "Graph-based algorithms"

ESA☆: A generic framework for semi-supervised inductive learning von Yang, Shuyi, Ienco, Dino, Esposito, Roberto, Pensa, Ruggero G.

“… •A new inductive framework for graph-based semi-supervised classification is proposed.•The proposed framework combines semi-supervised autoencoders and …”
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Single-cell multi-omics sequencing: application trends, COVID-19, data analysis issues and prospects von Huo, Lu, Jiao Li, Jiao, Chen, Ling, Yu, Zuguo, Hutvagner, Gyorgy, Li, Jinyan

“… Single-cell sequencing is a biotechnology to sequence one layer of genomic information for individual cells in a tissue sample. For example, single-cell DNA …”
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Multiplierless Design of Very Large Constant Multiplications in Cryptography von Aksoy, Levent, Roy, Debapriya Basu, Imran, Malik, Karl, Patrick, Pagliarini, Samuel

“… This brief addresses the problem of implementing very large constant multiplications by a single variable under the shift-adds architecture using a minimum …”
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Improved graph-based semi-supervised learning schemes von Bozorgnia, Farid

“… In this work, we improve the accuracy of several known algorithms to address the classification of large datasets when few labels are available. Our framework …”
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Optimal ice routing of a ship with icebreaker assistance von Topaj, A.G., Tarovik, O.V., Bakharev, A.A., Kondratenko, A.A.

“… Offshore development and growing prospects of commercial shipping in the Arctic pose the challenge of optimal ship routing in ice. Route selection in spatially …”
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联合知识图谱和预训练模型的中文关键词抽取方法 von 姚奕, 杨帆

“… TP391; 关键词表征了文本的主题,是文本概念和主题的凝练.通过关键词,读者可以快速了解文档表达的主旨和思想,从而提升信息检索效率;此外,关键词抽取也可以为自动摘要、文本 …”
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A robust Graph Transformation Matching for non-rigid registration von Aguilar, Wendy, Frauel, Yann, Escolano, Francisco, Martinez-Perez, M. Elena, Espinosa-Romero, Arturo, Lozano, Miguel Angel

“… In this paper, we propose a simple and highly robust point-matching method named Graph Transformation Matching (GTM) relying on finding a consensus …”
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Graph-based algorithms for phase-type distributions von Røikjer, Tobias, Hobolth, Asger, Munch, Kasper

“… Phase-type distributions model the time until absorption in continuous or discrete-time Markov chains on a finite state space. The multivariate phase-type …”
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A general approach for identifying hierarchical symmetry constraints for analog circuit layout von Kunal, Kishor, Poojary, Jitesh, Dhar, Tonmoy, Madhusudan, Meghna, Harjani, Ramesh, Sapatnekar, Sachin S.

“… Analog layout synthesis requires some elements in the circuit netlist to be matched and placed symmetrically. However, the set of symmetries is very …”
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Chinese Keyword Extraction Method Combining Knowledge Graph and Pre-training Model von Yao, Yi, Yang, Fan

“… Keywords represent the theme of the text, which is the condensed concept and content of the text.Through keywords, readers can quickly understand the gist and …”
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Envisioning Insight-Driven Learning Based on Thick Data Analytics With Focus on Healthcare von Fiaidhi, Jinan

“… Detecting and analyzing patient insights from social media enables healthcare givers to better understand what patients want and also to identify their pain …”
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Label propagation based on local information with adaptive determination of number and degree of neighbor׳s similarity von Saffari, Seyed Alireza, Ebrahimi-Moghadam, Abbas

“… In many practical applications of machine vision, a small number of samples are labeled and therefore, classification accuracy is low. On the other hand, …”
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Recommending What Drug to Prescribe Next for Accurate and Explainable Medical Decisions von Symeonidis, Panagiotis, Chairistanidis, Stergios, Zanker, Markus

“… Patients with complex diseases (i.e., cancer, diabetes, etc.) often follow a therapeutic that consists of multiple drugs, focusing at different human targets …”
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OClustR: A new graph-based algorithm for overlapping clustering von Pérez-Suárez, Airel, Martínez-Trinidad, José F., Carrasco-Ochoa, Jesús A., Medina-Pagola, José E.

“… Clustering is a Data Mining technique, which has been widely used in many practical applications. From these applications, there are some, like social network …”
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Comparing Graph-Based Algorithms to Generate Test Cases from Finite State Machines von Mariano, Matheus Monteiro, de Souza, Érica Ferreira, Endo, André Takeshi, Vijaykumar, Nandamudi Lankalapalli

“… Model-Based Testing (MBT) is a well-known technique that employs formal models to represent reactive systems’ behavior and generates test cases. Such systems …”
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Algorithms for Multiplierless Multiple Constant Multiplication in Online Arithmetic von Joseph, Georgina Binoy, Devanathan, R.

“… Online arithmetic operators offer advantages of reduction in resource utilization and interconnection complexity besides providing pipelining at digit level …”
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Label propagation based on local information with adaptive determination of number and degree of neighbor's similarity von Saffari, Seyed Alireza, Ebrahimi-Moghadam, Abbas

“… In many practical applications of machine vision, a small number of samples are labeled and therefore, classification accuracy is low. On the other hand, …”
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Treatment Recommendations for COVID-19 Patients along with Robust Explanations von Symeonidis, Panagiotis, Andras, Christos, Zanker, Markus

“… The global response to the pandemic introduced by COVID-19 is unprecedented. Scientists develop methods, which analyze data to identify an effective treatment …”
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Keyphrase Extraction Using Knowledge Graphs von Shi, Wei, Zheng, Weiguo, Yu, Jeffrey Xu, Cheng, Hong, Zou, Lei

“… Extracting keyphrases from documents automatically is an important and interesting task since keyphrases provide a quick summarization for documents. Although …”
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Graph-based evolutionary algorithms von Bryden, K.M., Ashlock, D.A., Corns, S., Willson, S.J.

“… Evolutionary algorithms use crossover to combine information from pairs of solutions and use selection to retain the best solutions. Ideally, crossover takes …”
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