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Visual querying of large multilayer graphs
2018
Proceedings of the 30th International Conference on Scientific and Statistical Database Management - SSDBM '18
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In this demo, we present a tool for Visual Querying of Large Multilayer Graphs that allows to visually draw the query, retrieve result patterns and finally navigate and browse the results considering the ...
Many real world data can be represented by a network with a set of nodes linked each other by multiple relations. Such a rich graph is called multilayer graph. ...
Querying Multilayer Graph DB With the aim to query the graph database, we conceive an intuitive and simple graphic interface to visually draw the multilayer graph query. ...
doi:10.1145/3221269.3223027
dblp:conf/ssdbm/CuencaSIP18
fatcat:pd5b3vfqrbdglccwsrsgom3pwy
The State of the Art in Multilayer Network Visualization
[article]
2019
arXiv
pre-print
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Within the domain of graph visualization there are many systems which visualize datasets having many characteristics of multilayer graphs. ...
This report provides a state of the art and a structured analysis of contemporary multilayer network visualization, not only for researchers in visualization, but also for those who aim to visualize multilayer ...
bining browsing with query to explore large se-
mantic graphs. In IEEE Pacific Visualization [129] Leland Wilkinson and Michael Friendly. ...
arXiv:1902.06815v1
fatcat:2hcdgae4dnctzkd2uiyf4cohqu
Visual Analytics of Multilayer Networks Across Disciplines (Dagstuhl Seminar 19061)
2019
Dagstuhl Reports
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This report documents the program and the outcomes of Dagstuhl Seminar 19061 'Visual Analytics of Multilayer Networks Across Disciplines'. ...
The outcomes of the seminar should stimulate collaborative research on these topics between our community, complex networks, and wide range of application domains for the visual analytics of multilayer ...
s state of the art report on multilayer network visualization
Visual Encodings Björn Zimmer (Univ. of Applied Sciences -Hagenberg, AT), Andreas Kerren (Linnaeus University -Växjö, SE), Stephen G. ...
doi:10.4230/dagrep.9.2.1
dblp:journals/dagstuhl-reports/KivelaMMRL19
fatcat:bokbhcjg3rhdjjtbb3wjyoikh4
Exploring dynamic multilayer graphs for digital humanities
2020
Applied Network Science
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To our knowledge, Intergraph is one of the first interactive tools to visualize dynamic multilayer graphs for collections of digitized historical sources. ...
The paper presents Intergraph, a graph-based visual analytics technical demonstrator for the exploration and study of content in historical document collections. ...
Acknowledgements The authors would like to thank the master student Samuel Guillaume for his excellent contribution to the implementation of the Intergraph platform. ...
doi:10.1007/s41109-020-00295-x
fatcat:ehrttvesfrcsdkhe7nlompliaq
A Multilayer Approach to Subgraph Matching in HP-graphs
2021
Proceedings of the Institute for System Programming of RAS
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Visual languages are usually based on graph models, but the graph types used have significant restrictions. ...
The description of the idea of the multilayer approach is given. A backtracking algorithm based on this approach is presented. ...
VF2 Algorithm VF2 [20] has been proposed for performing subgraph matching on large graphs. ...
doi:10.15514/ispras-2021-33(4)-12
fatcat:x26horozy5hl7n67poy7hutrrq
The State of the Art in Multi‐Layer Network Visualization
2019
Computer graphics forum (Print)
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Within the domain of graph visualization, there are many systems which visualize data sets having many characteristics of multilayer graphs. ...
This report provides a state of the art and a structured analysis of contemporary multilayer network visualization, not only for researchers in visualization, but also for those who aim to visualize multilayer ...
Interestingly enough, some systems do not directly target the visualization of multilayer networks, but use multiplex and/or hypergraph representations to build query graphs or summarize query responses ...
doi:10.1111/cgf.13610
fatcat:pdbyrre7qfeyjgv6f6p47ppqfy
Graph Models for Biological Pathway Visualization: State of the Art and Future Challenges
[article]
2021
arXiv
pre-print
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This is because, in the early days of pathway visualization research, only restricted types of graphs, such as simple graphs, clustered graphs, and others were adopted. ...
The contribution will, therefore, lie in providing guidelines and challenges of using multilayer networks as a unified data structure for the biological pathway visualization. ...
Unfortunately, the full set of pathways is too large to be easily handled in high quality with common graph visualization techniques. ...
arXiv:2110.04808v1
fatcat:usdekhyy7zcezdxggpl35oy5wu
M-QuBE3: Querying Big Multilayer Graph by Evolutive Extraction and Exploration
2019
IS&T International Symposium on Electronic Imaging Science and Technology
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Although node-link representations of graphs are widespread and even sometimes preferred to other approaches, they suffer from obvious limitations when graphs become large or dense, inducing visual cluttering ...
This article presents a new strategy of exploration particularly suitable when graphs are large and dense. ...
Thanks to historians of the CVCE and particularly to Marten DURING for the constructive working sessions as well as Fintan Mc Gee and Mickaël Stefas for their implementation work and their support. ...
doi:10.2352/issn.2470-1173.2019.1.vda-686
fatcat:e6zclghwivfcdkuesaiwbbebga
Content-Based High-Resolution Remote Sensing Image Retrieval via Unsupervised Feature Learning and Collaborative Affinity Metric Fusion
2016
Remote Sensing
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Large numbers of experiments show that our proposed IRMFRCAMF can significantly outperform the state-of-the-art approaches. ...
With the urgent demand for automatic management of large numbers of high-resolution remote sensing images, content-based high-resolution remote sensing image retrieval (CB-HRRS-IR) has attracted much research ...
Conflicts of Interest: The authors declare no conflict of interest. ...
doi:10.3390/rs8090709
fatcat:3ej55pk77nbrhcbvsat3js5qbu
Structured Query-Based Image Retrieval Using Scene Graphs
[article]
2020
arXiv
pre-print
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We examine how visual relationships, derived from scene graphs, can be used as structured queries. ...
The visual relationships are directed subgraphs of the scene graph with a subject and object as nodes connected by a predicate relationship. ...
only for large and frequent objects from Visual Genome, the SOTA [5] recall at k=100 is below 35%. ...
arXiv:2005.06653v1
fatcat:uhfmzpvupbewxlig2tk62tj5r4
Multipath: An R Package to Generate Integrated Reproducible Pathway Models
2020
Biology
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We present a multilayer model built from the Wnt Pathway as a demonstration. ...
Multipath thus helps scientists to increase the reproducibility of their code and analysis by allowing the integration of numerous data sources and documentation of their integration steps while doing ...
Conflicts of Interest: The funders had no role in the design of the study; in the collection, analyses, or interpretation of data; in the writing of the manuscript, or in the decision to publish the results ...
doi:10.3390/biology9120483
pmid:33371258
fatcat:judkuhcvkrdwzkz5xuh5d5hm54
Novel Dense Subgraph Discovery Primitives: Risk Aversion and Exclusion Queries
[article]
2019
arXiv
pre-print
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Finally, we perform experiments on various real-world uncertain graphs, and a crawled Twitter multilayer graph that verify the value of the proposed primitives, and the practical value of our proposed ...
Specifically, we provide two novel graph mining primitives that are applicable to a wide variety of applications. ...
Given a large-scale multilayer network, how do we find a dense subgraph that excludes certain types of edges? We consider two types of such queries. The soft and hard queries. ...
arXiv:1904.08178v1
fatcat:5q3kcvzzcvfpzg6tu5kg6h7a4e
Design and development of safety production management information system based on a digital coalmine
2009
Procedia Earth and Planetary Science
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of related subsystem. ...
Based on the sufficient demand analysis of digital coalmine, this paper puts forward the structure of safety production management information system and construction of subsystem, and describes the functions ...
It can automatically establish the 3D model of ground building, surface water, highway, terrain, laneway, drill, and tube road and directly generate 3D visualization graph based on 2D graphs (attribute ...
doi:10.1016/j.proeps.2009.09.172
fatcat:u264zpowznacdarturyyevi2ii
User abnormal behavior recommendation via multilayer network
2019
PLoS ONE
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In this paper, we propose an unorthodox approach involving graph analysis to resolve this dilemma and build a novel private-preserving recommendation system under a multilayer network framework. ...
In experiments, we use a large, state-of-the-art dataset (containing more than 40,000 nodes and 43 million encrypted features) to evaluate the recommendation ability of our system on abnormal user behavior ...
Visualization system architecture • Multilayer network visualization: This task constructs the multilayer network for the related user. ...
doi:10.1371/journal.pone.0224684
pmid:31794555
pmcid:PMC6890179
fatcat:7bbjsey7lnhcvodgyawpfqgtpy
FirmTruss Community Search in Multilayer Networks
[article]
2022
arXiv
pre-print
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To address these limitations, we study the problem of community search over large multilayer graphs. ...
We first introduce FirmTruss, a novel dense structure in multilayer networks, which extends the notion of truss to multilayer graphs. ...
We evaluate the efficiency of different community search models on multilayer graphs. Figure 3 shows the query processing time of all methods. ...
arXiv:2205.00742v1
fatcat:o474jyztgvd55dnhvscra7whfu
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