{"id":"https://openalex.org/W1633159333","doi":"https://doi.org/10.5220/0004740800800087","title":"Data Visualization using Decision Trees and Clustering","display_name":"Data Visualization using Decision Trees and Clustering","publication_year":2014,"publication_date":"2014-01-01","ids":{"openalex":"https://openalex.org/W1633159333","doi":"https://doi.org/10.5220/0004740800800087","mag":"1633159333"},"language":"en","primary_location":{"id":"doi:10.5220/0004740800800087","is_oa":false,"landing_page_url":"https://doi.org/10.5220/0004740800800087","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 5th International Conference on Information Visualization Theory and Applications","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.2439,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.54599713,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"80","last_page":"87"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10799","display_name":"Data Visualization and Analytics","score":0.9846000075340271,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10799","display_name":"Data Visualization and Analytics","score":0.9846000075340271,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10637","display_name":"Advanced Clustering Algorithms Research","score":0.967199981212616,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9549999833106995,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.846319317817688},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8084487915039062},{"id":"https://openalex.org/keywords/decision-tree","display_name":"Decision tree","score":0.6981908082962036},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.6622830033302307},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.642931342124939},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.6416386365890503},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4585336148738861},{"id":"https://openalex.org/keywords/tree","display_name":"Tree (set theory)","score":0.43051230907440186},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4298056364059448},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.09134328365325928}],"concepts":[{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.846319317817688},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8084487915039062},{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.6981908082962036},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.6622830033302307},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.642931342124939},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.6416386365890503},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4585336148738861},{"id":"https://openalex.org/C113174947","wikidata":"https://www.wikidata.org/wiki/Q2859736","display_name":"Tree (set theory)","level":2,"score":0.43051230907440186},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4298056364059448},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.09134328365325928},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.5220/0004740800800087","is_oa":false,"landing_page_url":"https://doi.org/10.5220/0004740800800087","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 5th International Conference on Information Visualization Theory and Applications","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions","score":0.7099999785423279}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2378211422","https://openalex.org/W4321353415","https://openalex.org/W2745001401","https://openalex.org/W2130974462","https://openalex.org/W2028665553","https://openalex.org/W2086519370","https://openalex.org/W4246352526","https://openalex.org/W2121910908","https://openalex.org/W915438175","https://openalex.org/W4230315250"],"abstract_inverted_index":{"Decision":[0],"trees":[1],"are":[2,88],"simple":[3],"and":[4,10,26,39,81],"powerful":[5],"tools":[6],"for":[7,60],"knowledge":[8],"extraction":[9],"visual":[11],"analysis.":[12],"However,":[13],"when":[14],"applied":[15],"to":[16,23,28,50,67],"complex":[17],"datasets":[18],"available":[19],"nowadays,":[20],"they":[21],"tend":[22],"be":[24,33],"large":[25],"uneasy":[27],"visualize.":[29],"This":[30],"difficulty":[31],"can":[32],"overcome":[34],"by":[35],"clustering":[36,53,62],"the":[37,41,52,69,82,85,91,98],"dataset":[38],"representing":[40],"decision":[42,70],"tree":[43,71],"of":[44,84,93],"each":[45,74],"cluster":[46],"independently.":[47],"In":[48],"order":[49],"apply":[51],"more":[54],"efficiently,":[55],"we":[56],"propose":[57],"a":[58,65],"method":[59,87],"adapting":[61],"results":[63,92],"with":[64],"view":[66],"simplifying":[68],"obtained":[72],"from":[73],"cluster.":[75],"A":[76],"prototype":[77],"has":[78],"been":[79],"implemented,":[80],"benefits":[83],"proposed":[86],"shown":[89],"using":[90],"several":[94],"experiments":[95],"performed":[96],"on":[97],"UCI":[99],"benchmark":[100],"datasets.":[101]},"counts_by_year":[{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2014,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2016-06-24T00:00:00"}