{"id":"https://openalex.org/W1847724720","doi":"https://doi.org/10.1007/978-1-84882-260-3","title":"Guide to Intelligent Data Analysis: How to Intelligently Make Sense of Real Data","display_name":"Guide to Intelligent Data Analysis: How to Intelligently Make Sense of Real Data","publication_year":2010,"publication_date":"2010-06-23","ids":{"openalex":"https://openalex.org/W1847724720","doi":"https://doi.org/10.1007/978-1-84882-260-3","mag":"1847724720"},"language":"en","primary_location":{"id":"pmh:oai:aleph.bib-bvb.de:BVB01-020517274","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-1-84882-260-3","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"type":"article","indexed_in":[],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5035270195","display_name":"Michael R. Berthold","orcid":"https://orcid.org/0000-0001-9095-3283"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Michael R. Berthold","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0001-9095-3283","affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109526047","display_name":"Christian Borgelt","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Christian Borgelt","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001347146","display_name":"Frank Hppner","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Frank Hppner","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5049605606","display_name":"Frank Klawonn","orcid":"https://orcid.org/0000-0001-9613-182X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Frank Klawonn","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":14.3009,"has_fulltext":false,"cited_by_count":112,"citation_normalized_percentile":{"value":0.98738405,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13650","display_name":"Computational Physics and Python Applications","score":0.4643000066280365,"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"}},"topics":[{"id":"https://openalex.org/T13650","display_name":"Computational Physics and Python Applications","score":0.4643000066280365,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7975121736526489},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.6281160712242126},{"id":"https://openalex.org/keywords/software-deployment","display_name":"Software deployment","score":0.5557952523231506},{"id":"https://openalex.org/keywords/raw-data","display_name":"Raw data","score":0.5504775643348694},{"id":"https://openalex.org/keywords/interdependence","display_name":"Interdependence","score":0.4594579041004181},{"id":"https://openalex.org/keywords/intuition","display_name":"Intuition","score":0.4590218961238861},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.43283721804618835},{"id":"https://openalex.org/keywords/data-analysis","display_name":"Data analysis","score":0.424014151096344},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.4149268567562103},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3206600844860077},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.2567189931869507}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7975121736526489},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.6281160712242126},{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.5557952523231506},{"id":"https://openalex.org/C132964779","wikidata":"https://www.wikidata.org/wiki/Q2110223","display_name":"Raw data","level":2,"score":0.5504775643348694},{"id":"https://openalex.org/C185874996","wikidata":"https://www.wikidata.org/wiki/Q269699","display_name":"Interdependence","level":2,"score":0.4594579041004181},{"id":"https://openalex.org/C132010649","wikidata":"https://www.wikidata.org/wiki/Q189222","display_name":"Intuition","level":2,"score":0.4590218961238861},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.43283721804618835},{"id":"https://openalex.org/C175801342","wikidata":"https://www.wikidata.org/wiki/Q1988917","display_name":"Data analysis","level":2,"score":0.424014151096344},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.4149268567562103},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3206600844860077},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.2567189931869507},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"pmh:oai:aleph.bib-bvb.de:BVB01-020517274","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-1-84882-260-3","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"pmh:oai:dial.uclouvain.be:ebook:20779","is_oa":false,"landing_page_url":"http://hdl.handle.net/2078/ebook:20779","pdf_url":null,"source":{"id":"https://openalex.org/S4306401902","display_name":"Digital Access to Libraries (Universit\u00e9 catholique de Louvain (UCL), l'Universit\u00e9 de Namur (UNamur) and the Universit\u00e9 Saint-Louis (USL-B))","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I95674353","host_organization_name":"UCLouvain","host_organization_lineage":["https://openalex.org/I95674353"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":null},{"id":"mag:1847724720","is_oa":false,"landing_page_url":"http://ci.nii.ac.jp/ncid/BB03252237","pdf_url":null,"source":{"id":"https://openalex.org/S4210197683","display_name":"Medical Entomology and Zoology","issn_l":"0424-7086","issn":["0424-7086","2185-5609"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319750","host_organization_name":"Japan Society of Medical Entomology and Zoology","host_organization_lineage":["https://openalex.org/P4310319750"],"host_organization_lineage_names":["Japan Society of Medical Entomology and Zoology"],"type":"journal"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2911964244","https://openalex.org/W2113076747","https://openalex.org/W2140190241","https://openalex.org/W2127218421","https://openalex.org/W1570448133","https://openalex.org/W1990368529","https://openalex.org/W2149706766","https://openalex.org/W2125055259","https://openalex.org/W2119479037","https://openalex.org/W2101460669","https://openalex.org/W1673310716","https://openalex.org/W2903962827","https://openalex.org/W2501018404","https://openalex.org/W145372873","https://openalex.org/W618951837","https://openalex.org/W2224848586","https://openalex.org/W2125186487","https://openalex.org/W2503005566","https://openalex.org/W2473045988","https://openalex.org/W2484083558"],"abstract_inverted_index":null,"counts_by_year":[{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":7},{"year":2020,"cited_by_count":11},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":9},{"year":2017,"cited_by_count":10},{"year":2016,"cited_by_count":13},{"year":2015,"cited_by_count":16},{"year":2014,"cited_by_count":12},{"year":2013,"cited_by_count":14},{"year":2012,"cited_by_count":11}],"updated_date":"2026-07-15T18:14:33.161393","created_date":"2025-10-10T00:00:00"}