{"id":"https://openalex.org/W256305512","doi":"https://doi.org/10.1007/978-3-319-16480-9_62","title":"Support Vector Machine Prediction of Drug Solubility on GPUs","display_name":"Support Vector Machine Prediction of Drug Solubility on GPUs","publication_year":2015,"publication_date":"2015-01-01","ids":{"openalex":"https://openalex.org/W256305512","doi":"https://doi.org/10.1007/978-3-319-16480-9_62","mag":"256305512"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-319-16480-9_62","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-16480-9_62","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":null,"license_id":null,"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":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5071730893","display_name":"Gaspar Cano","orcid":null},"institutions":[{"id":"https://openalex.org/I130194489","display_name":"University of Alicante","ror":"https://ror.org/05t8bcz72","country_code":"ES","type":"education","lineage":["https://openalex.org/I130194489"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Gaspar Cano","raw_affiliation_strings":["Dept. of Computing Technology, University of Alicante, PO.Box. 99, E03080, Alicante, Spain"],"affiliations":[{"raw_affiliation_string":"Dept. of Computing Technology, University of Alicante, PO.Box. 99, E03080, Alicante, Spain","institution_ids":["https://openalex.org/I130194489"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079599826","display_name":"Jos\u00e9 Garc\u00eda\u2010Rodr\u00edguez","orcid":"https://orcid.org/0000-0002-7798-3055"},"institutions":[{"id":"https://openalex.org/I130194489","display_name":"University of Alicante","ror":"https://ror.org/05t8bcz72","country_code":"ES","type":"education","lineage":["https://openalex.org/I130194489"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Jos\u00e9 Garc\u00eda-Rodr\u00edguez","raw_affiliation_strings":["Dept. of Computing Technology, University of Alicante, PO.Box. 99, E03080, Alicante, Spain"],"affiliations":[{"raw_affiliation_string":"Dept. of Computing Technology, University of Alicante, PO.Box. 99, E03080, Alicante, Spain","institution_ids":["https://openalex.org/I130194489"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035773003","display_name":"Sergio Orts\u2010Escolano","orcid":"https://orcid.org/0000-0001-6817-6326"},"institutions":[{"id":"https://openalex.org/I130194489","display_name":"University of Alicante","ror":"https://ror.org/05t8bcz72","country_code":"ES","type":"education","lineage":["https://openalex.org/I130194489"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Sergio Orts-Escolano","raw_affiliation_strings":["Dept. of Computing Technology, University of Alicante, PO.Box. 99, E03080, Alicante, Spain"],"affiliations":[{"raw_affiliation_string":"Dept. of Computing Technology, University of Alicante, PO.Box. 99, E03080, Alicante, Spain","institution_ids":["https://openalex.org/I130194489"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086213242","display_name":"Jorge Pe\u00f1a\u2010Garc\u00eda","orcid":"https://orcid.org/0000-0002-3622-4634"},"institutions":[{"id":"https://openalex.org/I68763199","display_name":"Universidad Cat\u00f3lica San Antonio de Murcia","ror":"https://ror.org/05b1rsv17","country_code":"ES","type":"education","lineage":["https://openalex.org/I68763199"]},{"id":"https://openalex.org/I80180929","display_name":"Universidad de Murcia","ror":"https://ror.org/03p3aeb86","country_code":"ES","type":"education","lineage":["https://openalex.org/I80180929"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Jorge Pe\u00f1a-Garc\u00eda","raw_affiliation_strings":["Bioinformatics and High Performance Computing Research Group (BIO-HPC), Computer Science Department, Catholic University of Murcia (UCAM), E30107, Murcia, Spain"],"affiliations":[{"raw_affiliation_string":"Bioinformatics and High Performance Computing Research Group (BIO-HPC), Computer Science Department, Catholic University of Murcia (UCAM), E30107, Murcia, Spain","institution_ids":["https://openalex.org/I68763199","https://openalex.org/I80180929"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049679012","display_name":"Dharmendra Kumar Yadav","orcid":"https://orcid.org/0000-0003-1102-1993"},"institutions":[{"id":"https://openalex.org/I110166357","display_name":"University of Delhi","ror":"https://ror.org/04gzb2213","country_code":"IN","type":"education","lineage":["https://openalex.org/I110166357"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Dharmendra Kumar-Yadav","raw_affiliation_strings":["Department of Chemistry, University of Delhi, I110007, Delhi, India"],"affiliations":[{"raw_affiliation_string":"Department of Chemistry, University of Delhi, I110007, Delhi, India","institution_ids":["https://openalex.org/I110166357"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064632809","display_name":"Alfonso P\u00e9rez","orcid":"https://orcid.org/0000-0002-3141-1086"},"institutions":[{"id":"https://openalex.org/I68763199","display_name":"Universidad Cat\u00f3lica San Antonio de Murcia","ror":"https://ror.org/05b1rsv17","country_code":"ES","type":"education","lineage":["https://openalex.org/I68763199"]},{"id":"https://openalex.org/I80180929","display_name":"Universidad de Murcia","ror":"https://ror.org/03p3aeb86","country_code":"ES","type":"education","lineage":["https://openalex.org/I80180929"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Alfonso P\u00e9rez-Garrido","raw_affiliation_strings":["Bioinformatics and High Performance Computing Research Group (BIO-HPC), Computer Science Department, Catholic University of Murcia (UCAM), E30107, Murcia, Spain"],"affiliations":[{"raw_affiliation_string":"Bioinformatics and High Performance Computing Research Group (BIO-HPC), Computer Science Department, Catholic University of Murcia (UCAM), E30107, Murcia, Spain","institution_ids":["https://openalex.org/I68763199","https://openalex.org/I80180929"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5037673215","display_name":"Horacio P\u00e9rez\u2010S\u00e1nchez","orcid":"https://orcid.org/0000-0003-4468-7898"},"institutions":[{"id":"https://openalex.org/I80180929","display_name":"Universidad de Murcia","ror":"https://ror.org/03p3aeb86","country_code":"ES","type":"education","lineage":["https://openalex.org/I80180929"]},{"id":"https://openalex.org/I68763199","display_name":"Universidad Cat\u00f3lica San Antonio de Murcia","ror":"https://ror.org/05b1rsv17","country_code":"ES","type":"education","lineage":["https://openalex.org/I68763199"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Horacio P\u00e9rez-S\u00e1nchez","raw_affiliation_strings":["Bioinformatics and High Performance Computing Research Group (BIO-HPC), Computer Science Department, Catholic University of Murcia (UCAM), E30107, Murcia, Spain"],"affiliations":[{"raw_affiliation_string":"Bioinformatics and High Performance Computing Research Group (BIO-HPC), Computer Science Department, Catholic University of Murcia (UCAM), E30107, Murcia, Spain","institution_ids":["https://openalex.org/I68763199","https://openalex.org/I80180929"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5071730893"],"corresponding_institution_ids":["https://openalex.org/I130194489"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.4627,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.59282233,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"645","last_page":"654"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10211","display_name":"Computational Drug Discovery Methods","score":0.9966999888420105,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/T10211","display_name":"Computational Drug Discovery Methods","score":0.9966999888420105,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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":0.9958000183105469,"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/T11948","display_name":"Machine Learning in Materials Science","score":0.9866999983787537,"subfield":{"id":"https://openalex.org/subfields/2505","display_name":"Materials Chemistry"},"field":{"id":"https://openalex.org/fields/25","display_name":"Materials 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":0.8401381969451904},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.7566827535629272},{"id":"https://openalex.org/keywords/speedup","display_name":"Speedup","score":0.7452629208564758},{"id":"https://openalex.org/keywords/massively-parallel","display_name":"Massively parallel","score":0.5191677808761597},{"id":"https://openalex.org/keywords/supercomputer","display_name":"Supercomputer","score":0.4898819327354431},{"id":"https://openalex.org/keywords/acceleration","display_name":"Acceleration","score":0.44048312306404114},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4332268238067627},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.42966586351394653},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.3994162678718567}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8401381969451904},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.7566827535629272},{"id":"https://openalex.org/C68339613","wikidata":"https://www.wikidata.org/wiki/Q1549489","display_name":"Speedup","level":2,"score":0.7452629208564758},{"id":"https://openalex.org/C190475519","wikidata":"https://www.wikidata.org/wiki/Q544384","display_name":"Massively parallel","level":2,"score":0.5191677808761597},{"id":"https://openalex.org/C83283714","wikidata":"https://www.wikidata.org/wiki/Q121117","display_name":"Supercomputer","level":2,"score":0.4898819327354431},{"id":"https://openalex.org/C117896860","wikidata":"https://www.wikidata.org/wiki/Q11376","display_name":"Acceleration","level":2,"score":0.44048312306404114},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4332268238067627},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.42966586351394653},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.3994162678718567},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C74650414","wikidata":"https://www.wikidata.org/wiki/Q11397","display_name":"Classical mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-319-16480-9_62","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-16480-9_62","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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W1768257245","https://openalex.org/W2003932708","https://openalex.org/W2007675138","https://openalex.org/W2031945910","https://openalex.org/W2035720033","https://openalex.org/W2084812512","https://openalex.org/W2097745317","https://openalex.org/W2100563036","https://openalex.org/W2118955868","https://openalex.org/W2119821739","https://openalex.org/W2142863519","https://openalex.org/W2153635508","https://openalex.org/W2162462435","https://openalex.org/W2165618135","https://openalex.org/W2177508090","https://openalex.org/W2582743722","https://openalex.org/W2767186209","https://openalex.org/W2772283078","https://openalex.org/W2982720039","https://openalex.org/W4251091605","https://openalex.org/W6733261796"],"related_works":["https://openalex.org/W2058965144","https://openalex.org/W2164382479","https://openalex.org/W98480971","https://openalex.org/W2150291671","https://openalex.org/W2027972911","https://openalex.org/W2146343568","https://openalex.org/W2013643406","https://openalex.org/W2056543843","https://openalex.org/W2073684863","https://openalex.org/W2034558017"],"abstract_inverted_index":null,"counts_by_year":[{"year":2017,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}