{"id":"https://openalex.org/W4318465150","doi":"https://doi.org/10.1007/978-3-031-23618-1_18","title":"Bitpaths: Compressing Datasets Without Decreasing Predictive Performance","display_name":"Bitpaths: Compressing Datasets Without Decreasing Predictive Performance","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4318465150","doi":"https://doi.org/10.1007/978-3-031-23618-1_18"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-23618-1_18","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-23618-1_18","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Communications in Computer and Information Science","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://lirias.kuleuven.be/retrieve/10ef4d79-fb4a-4a9a-b94c-b5e6d8efbc1a","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5091203241","display_name":"Loren Nuyts","orcid":"https://orcid.org/0000-0002-4479-3781"},"institutions":[{"id":"https://openalex.org/I99464096","display_name":"KU Leuven","ror":"https://ror.org/05f950310","country_code":"BE","type":"education","lineage":["https://openalex.org/I99464096"]}],"countries":["BE"],"is_corresponding":true,"raw_author_name":"Loren Nuyts","raw_affiliation_strings":["Department of Computer Science, KU Leuven, Celestijnenlaan 200A, Leuven, Belgium"],"raw_orcid":"https://orcid.org/0000-0002-4479-3781","affiliations":[{"raw_affiliation_string":"Department of Computer Science, KU Leuven, Celestijnenlaan 200A, Leuven, Belgium","institution_ids":["https://openalex.org/I99464096"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037418836","display_name":"Laurens Devos","orcid":"https://orcid.org/0000-0002-1549-749X"},"institutions":[{"id":"https://openalex.org/I99464096","display_name":"KU Leuven","ror":"https://ror.org/05f950310","country_code":"BE","type":"education","lineage":["https://openalex.org/I99464096"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Laurens Devos","raw_affiliation_strings":["Department of Computer Science, KU Leuven, Celestijnenlaan 200A, Leuven, Belgium"],"raw_orcid":"https://orcid.org/0000-0002-1549-749X","affiliations":[{"raw_affiliation_string":"Department of Computer Science, KU Leuven, Celestijnenlaan 200A, Leuven, Belgium","institution_ids":["https://openalex.org/I99464096"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074451226","display_name":"Wannes Meert","orcid":"https://orcid.org/0000-0001-9560-3872"},"institutions":[{"id":"https://openalex.org/I99464096","display_name":"KU Leuven","ror":"https://ror.org/05f950310","country_code":"BE","type":"education","lineage":["https://openalex.org/I99464096"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Wannes Meert","raw_affiliation_strings":["Department of Computer Science, KU Leuven, Celestijnenlaan 200A, Leuven, Belgium"],"raw_orcid":"https://orcid.org/0000-0001-9560-3872","affiliations":[{"raw_affiliation_string":"Department of Computer Science, KU Leuven, Celestijnenlaan 200A, Leuven, Belgium","institution_ids":["https://openalex.org/I99464096"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5029479248","display_name":"Jesse Davis","orcid":"https://orcid.org/0000-0002-3748-9263"},"institutions":[{"id":"https://openalex.org/I99464096","display_name":"KU Leuven","ror":"https://ror.org/05f950310","country_code":"BE","type":"education","lineage":["https://openalex.org/I99464096"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Jesse Davis","raw_affiliation_strings":["Department of Computer Science, KU Leuven, Celestijnenlaan 200A, Leuven, Belgium"],"raw_orcid":"https://orcid.org/0000-0002-3748-9263","affiliations":[{"raw_affiliation_string":"Department of Computer Science, KU Leuven, Celestijnenlaan 200A, Leuven, Belgium","institution_ids":["https://openalex.org/I99464096"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5091203241"],"corresponding_institution_ids":["https://openalex.org/I99464096"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.01820171,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"261","last_page":"268"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9991000294685364,"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"}},"topics":[{"id":"https://openalex.org/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9991000294685364,"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/T11269","display_name":"Algorithms and Data Compression","score":0.9983000159263611,"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/T12535","display_name":"Machine Learning and Data Classification","score":0.9965000152587891,"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":0.8351905941963196},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.6637962460517883},{"id":"https://openalex.org/keywords/predictive-power","display_name":"Predictive power","score":0.6632192134857178},{"id":"https://openalex.org/keywords/uncompressed-video","display_name":"Uncompressed video","score":0.6254291534423828},{"id":"https://openalex.org/keywords/random-forest","display_name":"Random forest","score":0.6181800365447998},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.5608112812042236},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5538215637207031},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5467766523361206},{"id":"https://openalex.org/keywords/predictive-coding","display_name":"Predictive coding","score":0.5232768654823303},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4770704507827759},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.46905258297920227},{"id":"https://openalex.org/keywords/coding","display_name":"Coding (social sciences)","score":0.1429193913936615}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8351905941963196},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.6637962460517883},{"id":"https://openalex.org/C2778136018","wikidata":"https://www.wikidata.org/wiki/Q10350689","display_name":"Predictive power","level":2,"score":0.6632192134857178},{"id":"https://openalex.org/C162478608","wikidata":"https://www.wikidata.org/wiki/Q4011369","display_name":"Uncompressed video","level":4,"score":0.6254291534423828},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.6181800365447998},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.5608112812042236},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5538215637207031},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5467766523361206},{"id":"https://openalex.org/C2778061373","wikidata":"https://www.wikidata.org/wiki/Q1315146","display_name":"Predictive coding","level":3,"score":0.5232768654823303},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4770704507827759},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.46905258297920227},{"id":"https://openalex.org/C179518139","wikidata":"https://www.wikidata.org/wiki/Q5140297","display_name":"Coding (social sciences)","level":2,"score":0.1429193913936615},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C202474056","wikidata":"https://www.wikidata.org/wiki/Q1931635","display_name":"Video tracking","level":3,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C2781238097","wikidata":"https://www.wikidata.org/wiki/Q175026","display_name":"Object (grammar)","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-031-23618-1_18","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-23618-1_18","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Communications in Computer and Information Science","raw_type":"book-chapter"},{"id":"pmh:oai:lirias2repo.kuleuven.be:20.500.12942/704835","is_oa":true,"landing_page_url":"https://lirias.kuleuven.be/handle/20.500.12942/704835","pdf_url":"https://lirias.kuleuven.be/retrieve/10ef4d79-fb4a-4a9a-b94c-b5e6d8efbc1a","source":{"id":"https://openalex.org/S4306401954","display_name":"Lirias (KU Leuven)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I99464096","host_organization_name":"KU Leuven","host_organization_lineage":["https://openalex.org/I99464096"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"ECML PKDD 2022, Grenoble, 19-23 September 2022","raw_type":"info:eu-repo/semantics/publishedVersion"}],"best_oa_location":{"id":"pmh:oai:lirias2repo.kuleuven.be:20.500.12942/704835","is_oa":true,"landing_page_url":"https://lirias.kuleuven.be/handle/20.500.12942/704835","pdf_url":"https://lirias.kuleuven.be/retrieve/10ef4d79-fb4a-4a9a-b94c-b5e6d8efbc1a","source":{"id":"https://openalex.org/S4306401954","display_name":"Lirias (KU Leuven)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I99464096","host_organization_name":"KU Leuven","host_organization_lineage":["https://openalex.org/I99464096"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"ECML PKDD 2022, Grenoble, 19-23 September 2022","raw_type":"info:eu-repo/semantics/publishedVersion"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G8562754673","display_name":null,"funder_award_id":"iBOF/21/075","funder_id":"https://openalex.org/F4320322308","funder_display_name":"KU Leuven"}],"funders":[{"id":"https://openalex.org/F4320322308","display_name":"KU Leuven","ror":"https://ror.org/05f950310"},{"id":"https://openalex.org/F4320327336","display_name":"Vlaamse regering","ror":null}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4318465150.pdf","grobid_xml":"https://content.openalex.org/works/W4318465150.grobid-xml"},"referenced_works_count":15,"referenced_works":["https://openalex.org/W1990653740","https://openalex.org/W2000950277","https://openalex.org/W2016944307","https://openalex.org/W2061554433","https://openalex.org/W2124066753","https://openalex.org/W2124509324","https://openalex.org/W2139086914","https://openalex.org/W2151451863","https://openalex.org/W2165340347","https://openalex.org/W2596138690","https://openalex.org/W2798757544","https://openalex.org/W2890167402","https://openalex.org/W2911964244","https://openalex.org/W2946389537","https://openalex.org/W4241727697"],"related_works":["https://openalex.org/W4244492201","https://openalex.org/W2165546027","https://openalex.org/W2112348346","https://openalex.org/W1992053816","https://openalex.org/W2380813680","https://openalex.org/W4297785055","https://openalex.org/W2405812711","https://openalex.org/W2889302474","https://openalex.org/W3092830476","https://openalex.org/W2811235431"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
