{"id":"https://openalex.org/W4402721966","doi":"https://doi.org/10.1145/3675094.3679001","title":"Time for an Explanation: A Mini-Review of Explainable Physio-Behavioural Time-Series Classification","display_name":"Time for an Explanation: A Mini-Review of Explainable Physio-Behavioural Time-Series Classification","publication_year":2024,"publication_date":"2024-09-22","ids":{"openalex":"https://openalex.org/W4402721966","doi":"https://doi.org/10.1145/3675094.3679001"},"language":"en","primary_location":{"id":"doi:10.1145/3675094.3679001","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3675094.3679001","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3675094.3679001?download=true","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Companion of the 2024 on ACM International Joint Conference on Pervasive and Ubiquitous Computing","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3675094.3679001?download=true","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5081224571","display_name":"Jordan Schneider","orcid":null},"institutions":[{"id":"https://openalex.org/I155417937","display_name":"Hochschule Bonn-Rhein-Sieg","ror":"https://ror.org/04m2anh63","country_code":"DE","type":"education","lineage":["https://openalex.org/I155417937"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Jordan Schneider","raw_affiliation_strings":["Institute for Artificial Intelligence and Autonomous Systems (A2S), Bonn-Rhein-Sieg University of Applied Sciences, Sankt Augustin, Germany"],"raw_orcid":"https://orcid.org/0009-0004-8885-2271","affiliations":[{"raw_affiliation_string":"Institute for Artificial Intelligence and Autonomous Systems (A2S), Bonn-Rhein-Sieg University of Applied Sciences, Sankt Augustin, Germany","institution_ids":["https://openalex.org/I155417937"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5107422313","display_name":"Swathy Satheesan Cheruvalath","orcid":null},"institutions":[{"id":"https://openalex.org/I155417937","display_name":"Hochschule Bonn-Rhein-Sieg","ror":"https://ror.org/04m2anh63","country_code":"DE","type":"education","lineage":["https://openalex.org/I155417937"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Swathy Satheesan Cheruvalath","raw_affiliation_strings":["Institute for Artificial Intelligence and Autonomous Systems (A2S), Bonn-Rhein-Sieg University of Applied Sciences, Sankt Augustin, Germany"],"raw_orcid":"https://orcid.org/0009-0007-6730-3670","affiliations":[{"raw_affiliation_string":"Institute for Artificial Intelligence and Autonomous Systems (A2S), Bonn-Rhein-Sieg University of Applied Sciences, Sankt Augustin, Germany","institution_ids":["https://openalex.org/I155417937"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5090769034","display_name":"Teena Hassan","orcid":"https://orcid.org/0000-0002-6105-0752"},"institutions":[{"id":"https://openalex.org/I155417937","display_name":"Hochschule Bonn-Rhein-Sieg","ror":"https://ror.org/04m2anh63","country_code":"DE","type":"education","lineage":["https://openalex.org/I155417937"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Teena Hassan","raw_affiliation_strings":["Institute for Artificial Intelligence and Autonomous Systems (A2S), Bonn-Rhein-Sieg University of Applied Sciences, Sankt Augustin, Germany"],"raw_orcid":"https://orcid.org/0000-0002-6105-0752","affiliations":[{"raw_affiliation_string":"Institute for Artificial Intelligence and Autonomous Systems (A2S), Bonn-Rhein-Sieg University of Applied Sciences, Sankt Augustin, Germany","institution_ids":["https://openalex.org/I155417937"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5081224571"],"corresponding_institution_ids":["https://openalex.org/I155417937"],"apc_list":null,"apc_paid":null,"fwci":0.3288,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.54317977,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"885","last_page":"889"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9958000183105469,"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":0.9958000183105469,"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/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.9900000095367432,"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/T11918","display_name":"Forecasting Techniques and Applications","score":0.9718000292778015,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/series","display_name":"Series (stratigraphy)","score":0.6836928129196167},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5897548794746399},{"id":"https://openalex.org/keywords/time-series","display_name":"Time series","score":0.4983956813812256},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3702091574668884},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3354724645614624},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.11711302399635315},{"id":"https://openalex.org/keywords/paleontology","display_name":"Paleontology","score":0.05302342772483826}],"concepts":[{"id":"https://openalex.org/C143724316","wikidata":"https://www.wikidata.org/wiki/Q312468","display_name":"Series (stratigraphy)","level":2,"score":0.6836928129196167},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5897548794746399},{"id":"https://openalex.org/C151406439","wikidata":"https://www.wikidata.org/wiki/Q186588","display_name":"Time series","level":2,"score":0.4983956813812256},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3702091574668884},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3354724645614624},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.11711302399635315},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.05302342772483826}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3675094.3679001","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3675094.3679001","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3675094.3679001?download=true","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Companion of the 2024 on ACM International Joint Conference on Pervasive and Ubiquitous Computing","raw_type":"proceedings-article"},{"id":"pmh:oai:pub.h-brs.de:8623","is_oa":true,"landing_page_url":"https://nbn-resolving.org/urn:nbn:de:hbz:1044-opus-86235","pdf_url":"https://pub.h-brs.de/files/8623/3675094-3679001.pdf","source":{"id":"https://openalex.org/S4306400385","display_name":"Publication Server of Bonn-Rhein-Sieg University of Applied Sciences (Bonn-Rhein-Sieg University of Applied Sciences)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I135140700","host_organization_name":"University of Bonn","host_organization_lineage":["https://openalex.org/I135140700"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Kostakos, Kay et al. (Eds.): UbiComp '24: Companion of the 2024 on ACM International Joint Conference on Pervasive and Ubiquitous Computing, Melbourne, VIC, Australia, October 5 - 9, 2024","raw_type":"publishedVersion"}],"best_oa_location":{"id":"doi:10.1145/3675094.3679001","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3675094.3679001","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3675094.3679001?download=true","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Companion of the 2024 on ACM International Joint Conference on Pervasive and Ubiquitous Computing","raw_type":"proceedings-article"},"sustainable_development_goals":[{"score":0.47999998927116394,"display_name":"Climate action","id":"https://metadata.un.org/sdg/13"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320328599","display_name":"Ministerium f\u00fcr Kultur und Wissenschaft des Landes Nordrhein-Westfalen","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4402721966.pdf","grobid_xml":"https://content.openalex.org/works/W4402721966.grobid-xml"},"referenced_works_count":28,"referenced_works":["https://openalex.org/W1505880558","https://openalex.org/W2116015365","https://openalex.org/W2128460796","https://openalex.org/W2919115771","https://openalex.org/W2981731882","https://openalex.org/W2984017204","https://openalex.org/W3148438775","https://openalex.org/W3164846705","https://openalex.org/W3197347140","https://openalex.org/W4214694545","https://openalex.org/W4226326147","https://openalex.org/W4289731865","https://openalex.org/W4296437236","https://openalex.org/W4311602935","https://openalex.org/W4311790957","https://openalex.org/W4321786089","https://openalex.org/W4323060172","https://openalex.org/W4365484973","https://openalex.org/W4379882628","https://openalex.org/W4385490679","https://openalex.org/W4386989268","https://openalex.org/W4389045738","https://openalex.org/W4389345621","https://openalex.org/W4390291290","https://openalex.org/W4391517668","https://openalex.org/W4393405556","https://openalex.org/W4393406913","https://openalex.org/W4395669799"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W3046775127","https://openalex.org/W3107602296","https://openalex.org/W4394896187","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W4364306694","https://openalex.org/W4312192474","https://openalex.org/W4283697347"],"abstract_inverted_index":{"Time-series":[0],"classification":[1],"is":[2],"seeing":[3],"growing":[4],"importance":[5],"as":[6],"device":[7],"proliferation":[8],"has":[9,42],"lead":[10],"to":[11,28,83],"the":[12,62,71,85,88],"collection":[13],"of":[14,17,64,87],"an":[15],"abundance":[16],"sensor":[18],"data.":[19],"Although":[20],"black-box":[21],"models,":[22],"whose":[23],"internal":[24],"workings":[25],"are":[26,30],"difficult":[27],"understand,":[29],"a":[31],"common":[32],"choice":[33],"for":[34,45,80],"this":[35,68,75],"task,":[36],"their":[37],"use":[38],"in":[39,61,74],"safety-critical":[40],"domains":[41],"raised":[43],"calls":[44],"greater":[46],"transparency.":[47],"In":[48],"response,":[49],"researchers":[50],"have":[51],"begun":[52],"employing":[53],"explainable":[54],"artificial":[55],"intelligence":[56],"together":[57],"with":[58],"physio-behavioural":[59],"signals":[60],"context":[63],"real-world":[65],"problems.":[66],"Hence,":[67],"paper":[69],"examines":[70],"current":[72],"literature":[73],"area":[76],"and":[77],"contributes":[78],"principles":[79],"future":[81],"research":[82],"overcome":[84],"limitations":[86],"reviewed":[89],"works.":[90]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-03-12T06:13:28.667946","created_date":"2025-10-10T00:00:00"}