{"id":"https://openalex.org/W3030212544","doi":"https://doi.org/10.1007/978-3-030-46133-1_28","title":"A Deep Multi-task Approach for Residual Value Forecasting","display_name":"A Deep Multi-task Approach for Residual Value Forecasting","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3030212544","doi":"https://doi.org/10.1007/978-3-030-46133-1_28","mag":"3030212544"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-46133-1_28","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-030-46133-1_28","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.1007/978-3-030-46133-1_28","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5053107270","display_name":"Ahmed Nabih Zaki Rashed","orcid":"https://orcid.org/0000-0002-5338-1623"},"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":"Ahmed Rashed","raw_affiliation_strings":["Information Systems and Machine Learning Lab / University of Hildesheim, Hildesheim, Germany"],"affiliations":[{"raw_affiliation_string":"Information Systems and Machine Learning Lab / University of Hildesheim, Hildesheim, Germany","institution_ids":["https://openalex.org/I155765044"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073858605","display_name":"Shayan Jawed","orcid":"https://orcid.org/0009-0001-9130-8208"},"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":"Shayan Jawed","raw_affiliation_strings":["Information Systems and Machine Learning Lab / University of Hildesheim, Hildesheim, Germany"],"affiliations":[{"raw_affiliation_string":"Information Systems and Machine Learning Lab / University of Hildesheim, Hildesheim, Germany","institution_ids":["https://openalex.org/I155765044"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054860157","display_name":"Jens Rehberg","orcid":null},"institutions":[{"id":"https://openalex.org/I4210096591","display_name":"Volkswagen Financial Services (Germany)","ror":"https://ror.org/00bf6gk85","country_code":"DE","type":"company","lineage":["https://openalex.org/I4210096591"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Jens Rehberg","raw_affiliation_strings":["Volkswagen Financial Services AG, Braunschweig, Germany"],"affiliations":[{"raw_affiliation_string":"Volkswagen Financial Services AG, Braunschweig, Germany","institution_ids":["https://openalex.org/I4210096591"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052679852","display_name":"Josif Grabocka","orcid":"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":false,"raw_author_name":"Josif Grabocka","raw_affiliation_strings":["Information Systems and Machine Learning Lab / University of Hildesheim, Hildesheim, Germany"],"affiliations":[{"raw_affiliation_string":"Information Systems and Machine Learning Lab / University of Hildesheim, Hildesheim, Germany","institution_ids":["https://openalex.org/I155765044"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039470755","display_name":"Lars Schmidt-Thieme","orcid":"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, Hildesheim, Germany"],"affiliations":[{"raw_affiliation_string":"Information Systems and Machine Learning Lab / University of Hildesheim, Hildesheim, Germany","institution_ids":["https://openalex.org/I155765044"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5002558070","display_name":"Andre Hintsches","orcid":null},"institutions":[{"id":"https://openalex.org/I4210096591","display_name":"Volkswagen Financial Services (Germany)","ror":"https://ror.org/00bf6gk85","country_code":"DE","type":"company","lineage":["https://openalex.org/I4210096591"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Andre Hintsches","raw_affiliation_strings":["Volkswagen Financial Services AG, Braunschweig, Germany"],"affiliations":[{"raw_affiliation_string":"Volkswagen Financial Services AG, Braunschweig, Germany","institution_ids":["https://openalex.org/I4210096591"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5053107270"],"corresponding_institution_ids":["https://openalex.org/I155765044"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":{"value":5000,"currency":"EUR","value_usd":5392},"fwci":2.5142,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.90787623,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"467","last_page":"482"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11918","display_name":"Forecasting Techniques and Applications","score":0.9855999946594238,"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"}},"topics":[{"id":"https://openalex.org/T11918","display_name":"Forecasting Techniques and Applications","score":0.9855999946594238,"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/T11801","display_name":"Reservoir Engineering and Simulation Methods","score":0.9664999842643738,"subfield":{"id":"https://openalex.org/subfields/2212","display_name":"Ocean Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11326","display_name":"Stock Market Forecasting Methods","score":0.9314000010490417,"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/residual","display_name":"Residual","score":0.789738655090332},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5815662741661072},{"id":"https://openalex.org/keywords/value","display_name":"Value (mathematics)","score":0.5262298583984375},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4324987232685089},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4212358295917511},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.2661654055118561},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1380060911178589},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.13040810823440552},{"id":"https://openalex.org/keywords/systems-engineering","display_name":"Systems engineering","score":0.042646944522857666}],"concepts":[{"id":"https://openalex.org/C155512373","wikidata":"https://www.wikidata.org/wiki/Q287450","display_name":"Residual","level":2,"score":0.789738655090332},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5815662741661072},{"id":"https://openalex.org/C2776291640","wikidata":"https://www.wikidata.org/wiki/Q2912517","display_name":"Value (mathematics)","level":2,"score":0.5262298583984375},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4324987232685089},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4212358295917511},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.2661654055118561},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1380060911178589},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.13040810823440552},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.042646944522857666}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-030-46133-1_28","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-030-46133-1_28","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":{"id":"doi:10.1007/978-3-030-46133-1_28","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-030-46133-1_28","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"sustainable_development_goals":[{"score":0.550000011920929,"id":"https://metadata.un.org/sdg/13","display_name":"Climate action"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W110047713","https://openalex.org/W1536680647","https://openalex.org/W2095252775","https://openalex.org/W2144752499","https://openalex.org/W2295598076","https://openalex.org/W2532132168","https://openalex.org/W2624871570","https://openalex.org/W2736945685","https://openalex.org/W2911964244","https://openalex.org/W2913340405","https://openalex.org/W2963677766","https://openalex.org/W2963706742","https://openalex.org/W3102476541","https://openalex.org/W6679896006"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2560215812","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2949601986"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}