An analysis of query-agnostic sampling for interactive data exploration
Sign Up to like & getrecommendations! Published in 2018 at "Communications in Statistics - Theory and Methods"
DOI: 10.1080/03610926.2017.1363231
Abstract: ABSTRACT Data analysts often explore a large database to identify the data of interest, but may not be able to specify the exact query to send to the database. A manual data exploration process is… read more here.
Keywords: interactive data; analysis query; query agnostic; exploration ... See more keywords
Scalable biclustering — the future of big data exploration?
Sign Up to like & getrecommendations! Published in 2019 at "GigaScience"
DOI: 10.1093/gigascience/giz078
Abstract: Abstract Biclustering is a technique of discovering local similarities within data. For many years the complexity of the methods and parallelization issues limited its application to big data problems. With the development of novel scalable… read more here.
Keywords: big data; biclustering future; future big; data exploration ... See more keywords
FlowSense: A Natural Language Interface for Visual Data Exploration within a Dataflow System
Sign Up to like & getrecommendations! Published in 2020 at "IEEE Transactions on Visualization and Computer Graphics"
DOI: 10.1109/tvcg.2019.2934668
Abstract: Dataflow visualization systems enable flexible visual data exploration by allowing the user to construct a dataflow diagram that composes query and visualization modules to specify system functionality. However learning dataflow diagram usage presents overhead that… read more here.
Keywords: system; visual data; natural language; data exploration ... See more keywords
Visual Data Exploration as a Statistical Testing Procedure: Within-view and Between-view Multiple Comparisons
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Visualization and Computer Graphics"
DOI: 10.1109/tvcg.2022.3175532
Abstract: A fundamental problem in visual data exploration concerns whether observed patterns are true or merely random noise. This problem is especially pertinent in visual analytics, where the user is presented with a barrage of patterns,… read more here.
Keywords: problem; view; multiple comparisons; statistical testing ... See more keywords
RankAxis: Towards a Systematic Combination of Projection and Ranking in Multi-Attribute Data Exploration
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Visualization and Computer Graphics"
DOI: 10.1109/tvcg.2022.3209463
Abstract: Projection and ranking are frequently used analysis techniques in multi-attribute data exploration. Both families of techniques help analysts with tasks such as identifying similarities between observations and determining ordered subgroups, and have shown good performances… read more here.
Keywords: projection ranking; projection; multi attribute; exploration ... See more keywords
Calour: an Interactive, Microbe-Centric Analysis Tool
Sign Up to like & getrecommendations! Published in 2019 at "mSystems"
DOI: 10.1128/msystems.00269-18
Abstract: Calour allows us to identify interesting microbial patterns and generate novel biological hypotheses by interactively inspecting microbiome studies and incorporating annotation databases and convenient statistical tools. Calour can be used as a first-step tool for… read more here.
Keywords: microbial patterns; tool microbiome; data exploration; tool ... See more keywords
Abstract 2068: MCAP Explore: A self-service data exploration and cohort building tool for oncologists
Sign Up to like & getrecommendations! Published in 2023 at "Cancer Research"
DOI: 10.1158/1538-7445.am2023-2068
Abstract: The goal of the described work was to create a self-service tool for data exploration and cohort creation, facilitating feasibility assessments for research studies and providing insights into the primary clinical and demographic characteristics of… read more here.
Keywords: oncology; tool; mcap; self service ... See more keywords
Visual Data Exploration for Balance Quantification in Real-Time During Exergaming
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DOI: 10.1371/journal.pone.0170906
Abstract: Unintentional injuries are among the ten leading causes of death in older adults; falls cause 60% of these deaths. Despite their effectiveness to improve balance and reduce the risk of falls, balance training programs have… read more here.
Keywords: violin plots; data exploration; balance; real time ... See more keywords
TB DEPOT (Data Exploration Portal): A multi-domain tuberculosis data analysis resource
Sign Up to like & getrecommendations! Published in 2019 at "PLoS ONE"
DOI: 10.1371/journal.pone.0217410
Abstract: The NIAID TB Portals Program (TBPP) established a unique and growing database repository of socioeconomic, geographic, clinical, laboratory, radiological, and genomic data from patient cases of drug-resistant tuberculosis (DR-TB). Currently, there are 2,428 total cases… read more here.
Keywords: depot; tuberculosis; exploration portal; multi domain ... See more keywords