{"id":"https://openalex.org/W7163998696","doi":"https://doi.org/10.1145/3748522.3780002","title":"Deformable Convolutions Improve Time Series Classification by Capturing Sparsed Patterns","display_name":"Deformable Convolutions Improve Time Series Classification by Capturing Sparsed Patterns","publication_year":2026,"publication_date":"2026-03-23","ids":{"openalex":"https://openalex.org/W7163998696","doi":"https://doi.org/10.1145/3748522.3780002"},"language":null,"primary_location":{"id":"doi:10.1145/3748522.3780002","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3748522.3780002","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 41st ACM/SIGAPP Symposium on Applied Computing","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1145/3748522.3780002","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5138242912","display_name":"Jos\u00e9 Gilberto Barbosa de Medeiros J\u00fanior","orcid":"https://orcid.org/0009-0008-8793-6528"},"institutions":[{"id":"https://openalex.org/I17974374","display_name":"Universidade de S\u00e3o Paulo","ror":"https://ror.org/036rp1748","country_code":"BR","type":"education","lineage":["https://openalex.org/I17974374"]}],"countries":["BR"],"is_corresponding":true,"raw_author_name":"Jos\u00e9 Gilberto Barbosa de Medeiros J\u00fanior","raw_affiliation_strings":["Universidade de S\u00e3o Paulo, S\u00e3o Carlos, S\u00e3o Paulo, Brazil"],"raw_orcid":"https://orcid.org/0009-0008-8793-6528","affiliations":[{"raw_affiliation_string":"Universidade de S\u00e3o Paulo, S\u00e3o Carlos, S\u00e3o Paulo, Brazil","institution_ids":["https://openalex.org/I17974374"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5115460493","display_name":"Andr\u00e9 Guarnier de Mitri","orcid":null},"institutions":[{"id":"https://openalex.org/I17974374","display_name":"Universidade de S\u00e3o Paulo","ror":"https://ror.org/036rp1748","country_code":"BR","type":"education","lineage":["https://openalex.org/I17974374"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Andr\u00e9 Guarnier de Mitri","raw_affiliation_strings":["Universidade de S\u00e3o Paulo, S\u00e3o Carlos, S\u00e3o Paulo, Brazil"],"raw_orcid":"https://orcid.org/0009-0006-2197-3460","affiliations":[{"raw_affiliation_string":"Universidade de S\u00e3o Paulo, S\u00e3o Carlos, S\u00e3o Paulo, Brazil","institution_ids":["https://openalex.org/I17974374"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067446887","display_name":"Maxime Devanne","orcid":"https://orcid.org/0000-0002-1458-3855"},"institutions":[{"id":"https://openalex.org/I2800745255","display_name":"Universit\u00e9 de Haute-Alsace","ror":"https://ror.org/04k8k6n84","country_code":"FR","type":"education","lineage":["https://openalex.org/I2800745255"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Maxime Devanne","raw_affiliation_strings":["Universit\u00e9 de Haute-Alsace, Mulhouse, France"],"raw_orcid":"https://orcid.org/0000-0002-1458-3855","affiliations":[{"raw_affiliation_string":"Universit\u00e9 de Haute-Alsace, Mulhouse, France","institution_ids":["https://openalex.org/I2800745255"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030958578","display_name":"Germain Forestier","orcid":"https://orcid.org/0000-0002-4960-7554"},"institutions":[{"id":"https://openalex.org/I2800745255","display_name":"Universit\u00e9 de Haute-Alsace","ror":"https://ror.org/04k8k6n84","country_code":"FR","type":"education","lineage":["https://openalex.org/I2800745255"]},{"id":"https://openalex.org/I56590836","display_name":"Monash University","ror":"https://ror.org/02bfwt286","country_code":"AU","type":"education","lineage":["https://openalex.org/I56590836"]}],"countries":["AU","FR"],"is_corresponding":false,"raw_author_name":"Germain Forestier","raw_affiliation_strings":["Monash University, Melbourne, Australia","Universit\u00e9 de Haute-Alsace, Mulhouse, France"],"raw_orcid":"https://orcid.org/0000-0002-4960-7554","affiliations":[{"raw_affiliation_string":"Monash University, Melbourne, Australia","institution_ids":["https://openalex.org/I56590836"]},{"raw_affiliation_string":"Universit\u00e9 de Haute-Alsace, Mulhouse, France","institution_ids":["https://openalex.org/I2800745255"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5063761460","display_name":"Diego Furtado Silva","orcid":"https://orcid.org/0000-0002-5184-9413"},"institutions":[{"id":"https://openalex.org/I17974374","display_name":"Universidade de S\u00e3o Paulo","ror":"https://ror.org/036rp1748","country_code":"BR","type":"education","lineage":["https://openalex.org/I17974374"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Diego Furtado Silva","raw_affiliation_strings":["Universidade de S\u00e3o Paulo, S\u00e3o Carlos, S\u00e3o Paulo, Brazil"],"raw_orcid":"https://orcid.org/0000-0002-5184-9413","affiliations":[{"raw_affiliation_string":"Universidade de S\u00e3o Paulo, S\u00e3o Carlos, S\u00e3o Paulo, Brazil","institution_ids":["https://openalex.org/I17974374"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5138242912"],"corresponding_institution_ids":["https://openalex.org/I17974374"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.96009137,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1065","last_page":"1072"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12205","display_name":"Time Series Analysis and Forecasting","score":0.972100019454956,"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":0.972100019454956,"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/T11326","display_name":"Stock Market Forecasting Methods","score":0.0017999999690800905,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T13487","display_name":"Statistical and numerical algorithms","score":0.0017000000225380063,"subfield":{"id":"https://openalex.org/subfields/2604","display_name":"Applied Mathematics"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/series","display_name":"Series (stratigraphy)","score":0.5254999995231628},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3490000069141388},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.34850001335144043},{"id":"https://openalex.org/keywords/time-series","display_name":"Time series","score":0.29319998621940613},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.2590999901294708}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5738000273704529},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5586000084877014},{"id":"https://openalex.org/C143724316","wikidata":"https://www.wikidata.org/wiki/Q312468","display_name":"Series (stratigraphy)","level":2,"score":0.5254999995231628},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.48330000042915344},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3490000069141388},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.34850001335144043},{"id":"https://openalex.org/C151406439","wikidata":"https://www.wikidata.org/wiki/Q186588","display_name":"Time series","level":2,"score":0.29319998621940613},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.28619998693466187},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.26179999113082886},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.2590999901294708},{"id":"https://openalex.org/C45347329","wikidata":"https://www.wikidata.org/wiki/Q5166604","display_name":"Convolution (computer science)","level":3,"score":0.2524000108242035}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3748522.3780002","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3748522.3780002","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 41st ACM/SIGAPP Symposium on Applied Computing","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3748522.3780002","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3748522.3780002","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 41st ACM/SIGAPP Symposium on Applied Computing","raw_type":"proceedings-article"},"sustainable_development_goals":[{"score":0.7405211329460144,"display_name":"Climate action","id":"https://metadata.un.org/sdg/13"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W2016944307","https://openalex.org/W2169878755","https://openalex.org/W2601564443","https://openalex.org/W2892035503","https://openalex.org/W2966926453","https://openalex.org/W2972810968","https://openalex.org/W2982438846","https://openalex.org/W2988226917","https://openalex.org/W2997546679","https://openalex.org/W4226108911","https://openalex.org/W4252684946","https://openalex.org/W4297182211","https://openalex.org/W4388408980","https://openalex.org/W4388694642","https://openalex.org/W4392199044","https://openalex.org/W6903894694"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-06-10T14:10:52.464848","created_date":"2026-06-10T00:00:00"}
