{"id":"https://openalex.org/W2996086582","doi":"https://doi.org/10.1109/aciiw.2019.8925244","title":"Using a Quartile-based Data Transformation for Pain Intensity Classification based on the SenseEmotion Database","display_name":"Using a Quartile-based Data Transformation for Pain Intensity Classification based on the SenseEmotion Database","publication_year":2019,"publication_date":"2019-09-01","ids":{"openalex":"https://openalex.org/W2996086582","doi":"https://doi.org/10.1109/aciiw.2019.8925244","mag":"2996086582"},"language":"en","primary_location":{"id":"doi:10.1109/aciiw.2019.8925244","is_oa":false,"landing_page_url":"https://doi.org/10.1109/aciiw.2019.8925244","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 8th International Conference on Affective Computing and Intelligent Interaction Workshops and Demos (ACIIW)","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":[{"author_position":"first","author":{"id":"https://openalex.org/A5073115606","display_name":"Peter Bellmann","orcid":"https://orcid.org/0000-0003-0182-4469"},"institutions":[{"id":"https://openalex.org/I196349391","display_name":"Universit\u00e4t Ulm","ror":"https://ror.org/032000t02","country_code":"DE","type":"education","lineage":["https://openalex.org/I196349391"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Peter Bellmann","raw_affiliation_strings":["Inst. of Neural Information Processing, Ulm University, Ulm, Germany"],"affiliations":[{"raw_affiliation_string":"Inst. of Neural Information Processing, Ulm University, Ulm, Germany","institution_ids":["https://openalex.org/I196349391"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054795067","display_name":"Patrick Thiam","orcid":"https://orcid.org/0000-0002-6769-8410"},"institutions":[{"id":"https://openalex.org/I196349391","display_name":"Universit\u00e4t Ulm","ror":"https://ror.org/032000t02","country_code":"DE","type":"education","lineage":["https://openalex.org/I196349391"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Patrick Thiam","raw_affiliation_strings":["Inst. of Medical Systems Biology, Inst. of Neural Information Processing, Ulm University, Ulm, Germany"],"affiliations":[{"raw_affiliation_string":"Inst. of Medical Systems Biology, Inst. of Neural Information Processing, Ulm University, Ulm, Germany","institution_ids":["https://openalex.org/I196349391"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5078096723","display_name":"Friedhelm Schwenker","orcid":"https://orcid.org/0000-0001-5118-0812"},"institutions":[{"id":"https://openalex.org/I196349391","display_name":"Universit\u00e4t Ulm","ror":"https://ror.org/032000t02","country_code":"DE","type":"education","lineage":["https://openalex.org/I196349391"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Friedhelm Schwenker","raw_affiliation_strings":["Inst. of Neural Information Processing, Ulm University, Ulm, Germany"],"affiliations":[{"raw_affiliation_string":"Inst. of Neural Information Processing, Ulm University, Ulm, Germany","institution_ids":["https://openalex.org/I196349391"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5073115606"],"corresponding_institution_ids":["https://openalex.org/I196349391"],"apc_list":null,"apc_paid":null,"fwci":1.5554,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.84200619,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":93,"max":97},"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/T12496","display_name":"Color perception and design","score":0.9696000218391418,"subfield":{"id":"https://openalex.org/subfields/3207","display_name":"Social Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T12496","display_name":"Color perception and design","score":0.9696000218391418,"subfield":{"id":"https://openalex.org/subfields/3207","display_name":"Social Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10667","display_name":"Emotion and Mood Recognition","score":0.9412999749183655,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11667","display_name":"Advanced Chemical Sensor Technologies","score":0.9370999932289124,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/quartile","display_name":"Quartile","score":0.7663515210151672},{"id":"https://openalex.org/keywords/outlier","display_name":"Outlier","score":0.6486254930496216},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6260015964508057},{"id":"https://openalex.org/keywords/data-set","display_name":"Data set","score":0.5540178418159485},{"id":"https://openalex.org/keywords/transformation","display_name":"Transformation (genetics)","score":0.5234802961349487},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5150368213653564},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.476111501455307},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4692915380001068},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.4352860450744629},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4246845841407776},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.18377965688705444},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.13520753383636475}],"concepts":[{"id":"https://openalex.org/C68443243","wikidata":"https://www.wikidata.org/wiki/Q2786686","display_name":"Quartile","level":3,"score":0.7663515210151672},{"id":"https://openalex.org/C79337645","wikidata":"https://www.wikidata.org/wiki/Q779824","display_name":"Outlier","level":2,"score":0.6486254930496216},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6260015964508057},{"id":"https://openalex.org/C58489278","wikidata":"https://www.wikidata.org/wiki/Q1172284","display_name":"Data set","level":2,"score":0.5540178418159485},{"id":"https://openalex.org/C204241405","wikidata":"https://www.wikidata.org/wiki/Q461499","display_name":"Transformation (genetics)","level":3,"score":0.5234802961349487},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5150368213653564},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.476111501455307},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4692915380001068},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4352860450744629},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4246845841407776},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.18377965688705444},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.13520753383636475},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","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/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C44249647","wikidata":"https://www.wikidata.org/wiki/Q208498","display_name":"Confidence interval","level":2,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/aciiw.2019.8925244","is_oa":false,"landing_page_url":"https://doi.org/10.1109/aciiw.2019.8925244","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 8th International Conference on Affective Computing and Intelligent Interaction Workshops and Demos (ACIIW)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":36,"referenced_works":["https://openalex.org/W132626809","https://openalex.org/W1486867040","https://openalex.org/W1680392829","https://openalex.org/W1963581687","https://openalex.org/W1965524806","https://openalex.org/W1985941926","https://openalex.org/W1995875735","https://openalex.org/W2000613743","https://openalex.org/W2015861736","https://openalex.org/W2024635814","https://openalex.org/W2043382671","https://openalex.org/W2064675550","https://openalex.org/W2101545465","https://openalex.org/W2113516703","https://openalex.org/W2122111042","https://openalex.org/W2162825184","https://openalex.org/W2314785176","https://openalex.org/W2330820318","https://openalex.org/W2461965084","https://openalex.org/W2620432076","https://openalex.org/W2793799979","https://openalex.org/W2801101267","https://openalex.org/W2903213756","https://openalex.org/W2910036661","https://openalex.org/W2911964244","https://openalex.org/W2912934387","https://openalex.org/W2919115771","https://openalex.org/W2963665779","https://openalex.org/W3085162807","https://openalex.org/W3101477643","https://openalex.org/W4212883601","https://openalex.org/W4252684946","https://openalex.org/W6605463966","https://openalex.org/W6637386731","https://openalex.org/W6656670916","https://openalex.org/W6756672438"],"related_works":["https://openalex.org/W4297998612","https://openalex.org/W2509875724","https://openalex.org/W4390662392","https://openalex.org/W71955863","https://openalex.org/W2359185137","https://openalex.org/W2610918223","https://openalex.org/W2085200861","https://openalex.org/W2789383625","https://openalex.org/W2567300168","https://openalex.org/W2594414941"],"abstract_inverted_index":{"The":[0,16],"SenseEmotion":[1,20],"Database":[2],"was":[3],"collected":[4],"at":[5],"Ulm":[6],"University":[7],"for":[8,78],"research":[9],"purposes":[10],"in":[11],"the":[12,19,44,47,54,62],"field":[13],"of":[14,18,32,61],"e-health.":[15],"participants":[17],"data":[21,63,71],"acquisition":[22],"experiments":[23],"were":[24],"healthy":[25],"subjects":[26],"exposed":[27],"to":[28],"three":[29],"personalised":[30],"levels":[31],"artificially":[33],"induced":[34],"pain":[35],"under":[36],"strictly":[37],"controlled":[38],"conditions.":[39],"Our":[40],"study":[41],"focuses":[42],"on":[43,58],"recordings":[45],"from":[46],"physiological":[48],"sensors,":[49],"such":[50],"as":[51],"electrocardiography":[52],"and":[53],"skin":[55],"conductance.":[56],"Based":[57],"that":[59],"part":[60],"set,":[64],"we":[65],"propose":[66],"using":[67],"an":[68],"unsupervised":[69],"quartile-based":[70],"transformation":[72],"approach,":[73],"which":[74],"removes":[75],"outlier":[76],"values":[77],"better":[79],"nearest":[80],"neighbour":[81],"classification.":[82]},"counts_by_year":[{"year":2023,"cited_by_count":3},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":4}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
