{"id":"https://openalex.org/W110698793","doi":"https://doi.org/10.1007/978-3-642-37169-1_5","title":"Efficient Classification of Long Time-Series","display_name":"Efficient Classification of Long Time-Series","publication_year":2013,"publication_date":"2013-01-01","ids":{"openalex":"https://openalex.org/W110698793","doi":"https://doi.org/10.1007/978-3-642-37169-1_5","mag":"110698793"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-642-37169-1_5","doi":"https://doi.org/10.1007/978-3-642-37169-1_5","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-642-37169-1_5","pdf_url":null,"source":{"id":"https://openalex.org/S2764905038","display_name":"Advances in intelligent systems and computing","issn_l":"2194-5365","issn":["2194-5365","2194-5357"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","norway-1"],"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advances in Intelligent Systems and Computing","raw_type":"book-chapter"},"parent_works":[{"id":"https://openalex.org/W2915827092","display_name":"ICT Innovations 2012: Secure and Intelligent Systems","relationship":"volume"}],"lineage":["https://openalex.org/W110698793","https://openalex.org/W2915827092"],"child_works_count":0,"type":"conference-paper","is_traditional":true,"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/A5052679852","display_name":"Josif Grabocka","orcid":"https://orcid.org/0000-0001-9585-6298","observed_orcids":["https://orcid.org/0000-0001-9585-6298"]},"institutions":[{"id":"https://openalex.org/I155765044","display_name":"University of Hildesheim","ror":"https://ror.org/02f9det96","country_code":"DE","type":"education","lineage":["https://openalex.org/I155765044"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Josif Grabocka","raw_affiliation_strings":["Information Systems and Machine Learning Lab, University of Hildesheim, Samelsonplatz 22, 31141, Hildesheim, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Information Systems and Machine Learning Lab, University of Hildesheim, Samelsonplatz 22, 31141, Hildesheim, Germany","institution_ids":["https://openalex.org/I155765044"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047816399","display_name":"Erind Bedalli","orcid":"https://orcid.org/0000-0002-1107-0165","observed_orcids":["https://orcid.org/0000-0002-1107-0165"]},"institutions":[{"id":"https://openalex.org/I3130488391","display_name":"University of Elbasan","ror":"https://ror.org/03c19jm06","country_code":"AL","type":"education","lineage":["https://openalex.org/I3130488391"]},{"id":"https://openalex.org/I68784830","display_name":"University of Tirana","ror":"https://ror.org/03g9v2404","country_code":"AL","type":"education","lineage":["https://openalex.org/I68784830"]}],"countries":["AL"],"is_corresponding":false,"raw_author_name":"Erind Bedalli","raw_affiliation_strings":["University of Elbasan, Elbasan, Albania","University of Tirana, Tirana, Albania"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Elbasan, Elbasan, Albania","institution_ids":["https://openalex.org/I3130488391"]},{"raw_affiliation_string":"University of Tirana, Tirana, Albania","institution_ids":["https://openalex.org/I68784830"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5039470755","display_name":"Lars Schmidt-Thieme","orcid":"https://orcid.org/0000-0001-5729-6023","observed_orcids":["https://orcid.org/0000-0001-5729-6023"]},"institutions":[{"id":"https://openalex.org/I155765044","display_name":"University of Hildesheim","ror":"https://ror.org/02f9det96","country_code":"DE","type":"education","lineage":["https://openalex.org/I155765044"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Lars Schmidt-Thieme","raw_affiliation_strings":["Information Systems and Machine Learning Lab, University of Hildesheim, Samelsonplatz 22, 31141, Hildesheim, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Information Systems and Machine Learning Lab, University of Hildesheim, Samelsonplatz 22, 31141, Hildesheim, Germany","institution_ids":["https://openalex.org/I155765044"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5052679852"],"corresponding_institution_ids":["https://openalex.org/I155765044"],"apc_list":null,"apc_paid":null,"fwci":0.6252,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.55371248,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":93},"biblio":{"volume":null,"issue":null,"first_page":"47","last_page":"57"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12205","display_name":"Time Series Analysis and Forecasting","score":1.0,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T12205","display_name":"Time Series Analysis and Forecasting","score":1.0,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.0,"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/T11309","display_name":"Music and Audio Processing","score":0.0,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/time-series-classification","display_name":"time series classification","score":0.9409999847412109},{"id":"https://openalex.org/keywords/long-time-series","display_name":"long-term time series","score":0.8679999709129333},{"id":"https://openalex.org/keywords/dynamic-time-warping","display_name":"dynamic time warping","score":0.9950000047683716},{"id":"https://openalex.org/keywords/nearest-neighbor-classification","display_name":"nearest neighbor classification","score":0.9089999794960022},{"id":"https://openalex.org/keywords/computational-complexity","display_name":"computational complexity","score":0.7889999747276306},{"id":"https://openalex.org/keywords/matrix-factorization","display_name":"matrix factorization","score":0.9350000023841858},{"id":"https://openalex.org/keywords/dimensionality-reduction","display_name":"dimensionality reduction","score":0.8859999775886536},{"id":"https://openalex.org/keywords/stochastic-gradient-descent","display_name":"stochastic gradient descent","score":0.796999990940094},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"support vector machine","score":0.8830000162124634},{"id":"https://openalex.org/keywords/polynomial-kernel","display_name":"polynomial kernel","score":0.9079999923706055}],"concepts":[{"id":"https://openalex.org/C88516994","wikidata":"https://www.wikidata.org/wiki/Q1268863","display_name":"Dynamic time warping","level":2,"score":0.8421091437339783},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5727230310440063},{"id":"https://openalex.org/C111030470","wikidata":"https://www.wikidata.org/wiki/Q1430460","display_name":"Curse of dimensionality","level":2,"score":0.5677210688591003},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5300202965736389},{"id":"https://openalex.org/C311688","wikidata":"https://www.wikidata.org/wiki/Q2393193","display_name":"Time complexity","level":2,"score":0.5123370885848999},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4888167083263397},{"id":"https://openalex.org/C2776517306","wikidata":"https://www.wikidata.org/wiki/Q29017317","display_name":"Similarity measure","level":2,"score":0.4862614870071411},{"id":"https://openalex.org/C151406439","wikidata":"https://www.wikidata.org/wiki/Q186588","display_name":"Time series","level":2,"score":0.4772070348262787},{"id":"https://openalex.org/C116738811","wikidata":"https://www.wikidata.org/wiki/Q608751","display_name":"Nearest neighbor search","level":2,"score":0.45120298862457275},{"id":"https://openalex.org/C143724316","wikidata":"https://www.wikidata.org/wiki/Q312468","display_name":"Series (stratigraphy)","level":2,"score":0.4209454655647278},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4196653962135315},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3478632867336273},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3356865644454956},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-642-37169-1_5","doi":"https://doi.org/10.1007/978-3-642-37169-1_5","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-642-37169-1_5","pdf_url":null,"source":{"id":"https://openalex.org/S2764905038","display_name":"Advances in intelligent systems and computing","issn_l":"2194-5365","issn":["2194-5365","2194-5357"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","norway-1"],"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advances in Intelligent Systems and Computing","raw_type":"book-chapter"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.258.5236","doi":null,"is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.258.5236","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.ismll.uni-hildesheim.de/pub/pdfs/grabocka2012c.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W48643329","https://openalex.org/W1560724230","https://openalex.org/W1563088657","https://openalex.org/W1581831035","https://openalex.org/W1854866626","https://openalex.org/W1966554111","https://openalex.org/W1994326236","https://openalex.org/W2054141820","https://openalex.org/W2091921805","https://openalex.org/W2098759488","https://openalex.org/W2099315633","https://openalex.org/W2104298926","https://openalex.org/W2116908453","https://openalex.org/W2122090912","https://openalex.org/W2139135490","https://openalex.org/W3195149063","https://openalex.org/W4239510810"],"related_works":["https://openalex.org/W2237307454","https://openalex.org/W2614378762","https://openalex.org/W2498709707","https://openalex.org/W2900557518","https://openalex.org/W2460677194","https://openalex.org/W848133049","https://openalex.org/W2772616816","https://openalex.org/W3130478855","https://openalex.org/W3108866688","https://openalex.org/W6922241310"],"abstract_inverted_index":null,"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":1}],"updated_date":"2026-11-14T11:04:58.165337","created_date":"2016-06-24T00:00:00"}