{"doi":"10.1109/tvcg.2006.99","title":"Interactive Visual Analysis of Families of Function Graphs","abstract":null,"journal":"IEEE Transactions on Visualization and Computer Graphics","year":2006,"id":640707,"datarank":0.6238324625039509,"base_score":4.1588830833596715,"endowment":4.1588830833596715,"self_citation_contribution":0.6238324625039509,"citation_network_contribution":0.0,"self_endowment_contribution":0.6238324625039509,"citer_contribution":0.0,"corpus_percentile":null,"corpus_rank":null,"citation_count":63,"citer_count":0,"citers_with_citation_signal":0,"citers_with_endowment":0,"datacite_reuse_total":0,"is_dataset":false,"is_dataset_confidence":null,"is_data_producer":false,"deposit_databanks":null,"is_oa":false,"file_count":0,"downloads":0,"has_version_chain":false,"published_date":null,"fair_score":null,"fair_percentile":null,"algorithm_id":"datarank_citation_only_1hop_v6","ranking_scope":"data_only","authors":[{"id":1665275,"name":"K. Matkovic","orcid":null,"position":1,"is_corresponding":false},{"id":1665276,"name":"D. Gracanin","orcid":null,"position":2,"is_corresponding":false},{"id":1665277,"name":"M. Jelovic","orcid":null,"position":3,"is_corresponding":false},{"id":1665278,"name":"H. Hauser","orcid":null,"position":4,"is_corresponding":false},{"id":1665274,"name":"Z. Konyha","orcid":null,"position":0,"is_corresponding":false}],"reference_count":0,"raw_metadata":{"has_enrichment":true,"resolved":true,"title":"Interactive Visual Analysis of Families of Function Graphs","abstract":"The analysis and exploration of multidimensional and multivariate data is still one of the most challenging areas in the field of visualization. In this paper, we describe an approach to visual analysis of an especially challenging set of problems that exhibit a complex internal data structure. We describe the interactive visual exploration and analysis of data that includes several (usually large) families of function graphs fi (x, t). We describe analysis procedures and practical aspects of the interactive visual analysis specific to this type of data (with emphasis on the function graph characteristic of the data). We adopted the well-proven approach of multiple, linked views with advanced interactive brushing to assess the data. Standard views such as histograms, scatterplots, and parallel coordinates are used to jointly visualize data. We support iterative visual analysis by providing means to create complex, composite brushes that span multiple views and that are constructed using different combination schemes. We demonstrate that engineering applications represent a challenging but very applicable area for visual analytics. As a case study, we describe the optimization of a fuel injection system in diesel engines of passenger cars.","is_dataset_classified":null,"base_score":4.1588830833596715,"endowment":4.1588830833596715,"datacite_reuse_total":0,"file_count":0,"downloads":0,"views":0,"has_version_chain":false,"is_dataset":false,"is_oa":false,"pmid":"17073362","pmcid":null,"openalex_id":"https://openalex.org/W2116732611","authors":[],"funders":[],"total_grants":0,"fwci":3.1057,"citation_percentile":0.92261388,"influential_citations":0,"citation_trend":[{"year":2012,"count":6},{"year":2013,"count":3},{"year":2014,"count":7},{"year":2015,"count":8},{"year":2016,"count":3},{"year":2017,"count":5},{"year":2018,"count":4},{"year":2019,"count":3},{"year":2020,"count":1},{"year":2022,"count":3}],"oa_status":"closed","license":"https://ieeexplore.ieee.org/Xplorehelp/downloads/license-information/IEEE.html","oa_locations":[{"url":"http://xplorestaging.ieee.org/ielx5/2945/35944/01703360.pdf?arnumber=1703360","host_type":"publisher"},{"url":"https://doi.org/10.1109/tvcg.2006.99","host_type":"journal"},{"url":"https://pubmed.ncbi.nlm.nih.gov/17073362","host_type":"repository"}],"fields_of_study":["Data Visualization and Analytics","Video Analysis and Summarization","Advanced Text Analysis Techniques","Algorithms","Computer Graphics","Computer Simulation","Data Interpretation, Statistical","Information Storage and Retrieval","Models, Statistical","Multivariate Analysis","Pattern Recognition, Automated","User-Computer Interface"],"mesh_terms":["Algorithms","Computer Graphics","Computer Simulation","Data Interpretation, Statistical","Pattern Recognition, Automated","User-Computer Interface","Models, Statistical","Multivariate Analysis","Information Storage and Retrieval"],"keywords":["Computer science","Visual analytics","Parallel coordinates","Interactive visual analysis","Visualization","Data visualization","Interactive visualization","Graph","Data mining","Data analysis","Set (abstract data type)","Theoretical computer science"],"sdg_mappings":[{"sdg_number":0,"sdg_label":"Affordable and clean energy"}],"linked_datasets":[],"clinical_trials":[],"software_tools":[],"database_accessions":[],"source":"live","citation_network_status":"fetched"},"created_at":"2026-08-07T13:18:33.795311Z","pmid":null,"pmcid":null,"fwci":null,"citation_percentile":null,"influential_citations":0,"oa_status":null,"license":null,"views":0,"total_file_size_bytes":0,"version_count":0,"fair_f":null,"fair_a":null,"fair_i":null,"fair_r":null,"fair_zscore":null,"fair_rationale":null,"fair_model":null,"fair_agent_version":null,"fair_fulltext_source":null,"fair_has_llm":null,"fair_computed_at":null,"clinical_trials":[],"software_tools":[],"db_accessions":[],"linked_datasets":[],"topics":[]}