On top-k structural similarity search
WebSimilarity search is a fundamental problem in network analysis and can be applied in many applications, such as collaborator recommendation in coauthor networks, friend … Web1 de fev. de 2015 · From this perspective, it is reasonable to assume that structural-based similarity measure is worth thoroughly exploring for tackling similarity search problem in x-star networks. Many structural-based similarity measures can be found in previous work, such as SimRank (Jeh & Widom, 2002), P-Rank (Zhao et al., 2009) and SimFusion (Xi et …
On top-k structural similarity search
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Web10 de abr. de 2015 · Panther: Fast Top-k Similarity Search in Large Networks. Jing Zhang, Jie Tang, Cong Ma, Hanghang Tong, Yu Jing, Juanzi Li. Estimating similarity between vertices is a fundamental issue in network analysis across various domains, such as social networks and biological networks. Methods based on common neighbors and structural … Web27 de mai. de 2024 · Recently, many research issues have been proposed, such as super-graph or sub-graph search (Halder et al. 2024; Zhang et al. 2009), approximate graph search (Shao et al. 2015), tree-based graph query (Gouda and Arafa 2015a), path-based graph query (Lee et al. 2012), top-k structural similarity search (Cheng et al. 2008), …
Web18 de jun. de 2024 · Similarity searches on heterogeneous information networks (HINs) have attracted wide attention from both industrial and academic areas in recent years; for example, they have been used for friend detection in social networks and collaborator recommendation in coauthor networks. The structural information on the HIN can be … Web13 de abr. de 2024 · This latter MT branching pathway depends on a conserved protein complex called augmin 1. Augmin deficiencies show severe spindle defects, mitotic delay, and massive apoptosis, while conditional ...
WebVarious random walk based measures have been developed to measure the proximity (similarity) between nodes. Existing algorithms for the random walk based top-k … Web12 de abr. de 2024 · Right: example of the input dictionaries after preprocessing (top) and batching (bottom). All values of the ... Another example is the SkinNeighborList that takes advantage of the structural similarity of sequential ... For an accurate comparison between atomistic ML models, an extensive hyperparameter search should be ...
Web31 de jan. de 2024 · In order to perform top-k retrieval of similar nodes in complex networks, Zhang Jing et al. proposed a method based on random path sampling-Panther , which …
Web11 de abr. de 2024 · To characterize the spectrin-actin junctional complex, we isolated the membrane skeleton from Sus scrofa domestica red blood cells (Figure S1).Through the optimization of cryo-EM sample preparation, we obtained images of a well-dispersed junctional complex (Figure S1) and performed an ex vivo structural analysis of the … fisher and paykel f1 fixWebPathSim: Meta Path-Based Top-K Similarity Search in Heterogeneous Information Networks Yizhou Sun† Jiawei Han† Xifeng Yan‡ Philip S. Yu§ Tianyi Wu † University of Illinois at Urbana-Champaign, Urbana, IL ‡ University of California at Santa Barbara, Santa Barbara, CA § University of Illinois at Chicago, Chicago, IL Microsoft Corporation, … canada pension widow benefitshttp://sites.cs.ucsb.edu/~xyan/papers/vldb11_pathsim.pdf fisher and paykel flexifit 407WebHome Browse by Title Proceedings ICDE '12 On Top-k Structural Similarity Search. Article . Free Access. Share on. On Top-k Structural Similarity Search. Authors: Pei … canada people search directoryWebA common strategy for identifying molecules likely to possess a desired biological activity is to search large databases of compounds for high structural similarity to a query molecule that demonstrates this activity, under the assumption that structural similarity is predictive of similar biological activity. However, efforts to systematically benchmark the diverse … canada pension review boardWeb10 de abr. de 2015 · Panther: Fast Top-k Similarity Search in Large Networks. Jing Zhang, Jie Tang, Cong Ma, Hanghang Tong, Yu Jing, Juanzi Li. Estimating similarity between … canada perforating inc fort erie ontarioWeb22 de set. de 2024 · In this section, we will introduce related works of Network Embedding and top-k Similarity Search on heterogeneous information networks. 2.1 Network Embedding. In recent years, with the development of heterogeneous information networks [], a large number of network embedding methods for HINs emerged.Utilizing node … canada pension stop deductions