{"id":"https://openalex.org/W2936852653","doi":"https://doi.org/10.1007/978-3-030-14118-9_28","title":"Predicting Drug Target Interaction by Integrating Drug Fingerprint and Drug Side Effect Using Machine Learning","display_name":"Predicting Drug Target Interaction by Integrating Drug Fingerprint and Drug Side Effect Using Machine Learning","publication_year":2019,"publication_date":"2019-03-16","ids":{"openalex":"https://openalex.org/W2936852653","doi":"https://doi.org/10.1007/978-3-030-14118-9_28","mag":"2936852653"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-14118-9_28","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-14118-9_28","pdf_url":null,"source":{"id":"https://openalex.org/S2764905038","display_name":"Advances in intelligent systems and computing","issn_l":"2194-5357","issn":["2194-5357","2194-5365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advances in Intelligent Systems and Computing","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/A5019117344","display_name":"Abdelrahman I. Saad","orcid":"https://orcid.org/0000-0003-0323-6265"},"institutions":[{"id":"https://openalex.org/I59272784","display_name":"Arab Academy for Science, Technology, and Maritime Transport","ror":"https://ror.org/0004vyj87","country_code":"EG","type":"education","lineage":["https://openalex.org/I59272784"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"Abdelrahman Saad","raw_affiliation_strings":["Arab Academy for Science, Technology and Maritime Transport (AASTMT), Cairo, Egypt"],"raw_orcid":"https://orcid.org/0000-0003-0323-6265","affiliations":[{"raw_affiliation_string":"Arab Academy for Science, Technology and Maritime Transport (AASTMT), Cairo, Egypt","institution_ids":["https://openalex.org/I59272784"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024883654","display_name":"Fahima A. Maghraby","orcid":"https://orcid.org/0000-0002-2547-5673"},"institutions":[{"id":"https://openalex.org/I59272784","display_name":"Arab Academy for Science, Technology, and Maritime Transport","ror":"https://ror.org/0004vyj87","country_code":"EG","type":"education","lineage":["https://openalex.org/I59272784"]}],"countries":["EG"],"is_corresponding":true,"raw_author_name":"Fahima A. Maghraby","raw_affiliation_strings":["Arab Academy for Science, Technology and Maritime Transport (AASTMT), Cairo, Egypt"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Arab Academy for Science, Technology and Maritime Transport (AASTMT), Cairo, Egypt","institution_ids":["https://openalex.org/I59272784"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5080555226","display_name":"Yasser Omar","orcid":"https://orcid.org/0000-0002-7079-1894"},"institutions":[{"id":"https://openalex.org/I59272784","display_name":"Arab Academy for Science, Technology, and Maritime Transport","ror":"https://ror.org/0004vyj87","country_code":"EG","type":"education","lineage":["https://openalex.org/I59272784"]}],"countries":["EG"],"is_corresponding":true,"raw_author_name":"Yasser M. Omar","raw_affiliation_strings":["Arab Academy for Science, Technology and Maritime Transport (AASTMT), Cairo, Egypt"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Arab Academy for Science, Technology and Maritime Transport (AASTMT), Cairo, Egypt","institution_ids":["https://openalex.org/I59272784"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5024883654","https://openalex.org/A5080555226"],"corresponding_institution_ids":["https://openalex.org/I59272784"],"apc_list":null,"apc_paid":null,"fwci":1.9559,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.85067187,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"281","last_page":"290"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10211","display_name":"Computational Drug Discovery Methods","score":0.9998999834060669,"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":0.9998999834060669,"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/T10375","display_name":"Pharmacogenetics and Drug Metabolism","score":0.9757000207901001,"subfield":{"id":"https://openalex.org/subfields/3004","display_name":"Pharmacology"},"field":{"id":"https://openalex.org/fields/30","display_name":"Pharmacology, Toxicology and Pharmaceutics"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/fingerprint","display_name":"Fingerprint (computing)","score":0.7570899724960327},{"id":"https://openalex.org/keywords/drug","display_name":"Drug","score":0.7461642622947693},{"id":"https://openalex.org/keywords/random-forest","display_name":"Random forest","score":0.6970642805099487},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.6814755201339722},{"id":"https://openalex.org/keywords/decision-tree","display_name":"Decision tree","score":0.6570249795913696},{"id":"https://openalex.org/keywords/drug-discovery","display_name":"Drug discovery","score":0.6330587267875671},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6182765960693359},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6071719527244568},{"id":"https://openalex.org/keywords/drug-drug-interaction","display_name":"Drug-drug interaction","score":0.4896002411842346},{"id":"https://openalex.org/keywords/side-effect","display_name":"Side effect (computer science)","score":0.45897620916366577},{"id":"https://openalex.org/keywords/tree","display_name":"Tree (set theory)","score":0.4497584402561188},{"id":"https://openalex.org/keywords/drug-target","display_name":"Drug target","score":0.4429783821105957},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.356125146150589},{"id":"https://openalex.org/keywords/pharmacology","display_name":"Pharmacology","score":0.23567810654640198},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.20211127400398254},{"id":"https://openalex.org/keywords/bioinformatics","display_name":"Bioinformatics","score":0.1995702087879181},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.15757158398628235},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.08610090613365173}],"concepts":[{"id":"https://openalex.org/C2777826928","wikidata":"https://www.wikidata.org/wiki/Q3745713","display_name":"Fingerprint (computing)","level":2,"score":0.7570899724960327},{"id":"https://openalex.org/C2780035454","wikidata":"https://www.wikidata.org/wiki/Q8386","display_name":"Drug","level":2,"score":0.7461642622947693},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.6970642805099487},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.6814755201339722},{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.6570249795913696},{"id":"https://openalex.org/C74187038","wikidata":"https://www.wikidata.org/wiki/Q1418791","display_name":"Drug discovery","level":2,"score":0.6330587267875671},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6182765960693359},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6071719527244568},{"id":"https://openalex.org/C2910466267","wikidata":"https://www.wikidata.org/wiki/Q718753","display_name":"Drug-drug interaction","level":3,"score":0.4896002411842346},{"id":"https://openalex.org/C3454156","wikidata":"https://www.wikidata.org/wiki/Q1144241","display_name":"Side effect (computer science)","level":2,"score":0.45897620916366577},{"id":"https://openalex.org/C113174947","wikidata":"https://www.wikidata.org/wiki/Q2859736","display_name":"Tree (set theory)","level":2,"score":0.4497584402561188},{"id":"https://openalex.org/C2989108626","wikidata":"https://www.wikidata.org/wiki/Q904407","display_name":"Drug target","level":2,"score":0.4429783821105957},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.356125146150589},{"id":"https://openalex.org/C98274493","wikidata":"https://www.wikidata.org/wiki/Q128406","display_name":"Pharmacology","level":1,"score":0.23567810654640198},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.20211127400398254},{"id":"https://openalex.org/C60644358","wikidata":"https://www.wikidata.org/wiki/Q128570","display_name":"Bioinformatics","level":1,"score":0.1995702087879181},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.15757158398628235},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.08610090613365173},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-030-14118-9_28","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-14118-9_28","pdf_url":null,"source":{"id":"https://openalex.org/S2764905038","display_name":"Advances in intelligent systems and computing","issn_l":"2194-5357","issn":["2194-5357","2194-5365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advances in Intelligent Systems and Computing","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W363319864","https://openalex.org/W1601495365","https://openalex.org/W1992882958","https://openalex.org/W2009313526","https://openalex.org/W2015213458","https://openalex.org/W2018740272","https://openalex.org/W2019707847","https://openalex.org/W2055147198","https://openalex.org/W2057195902","https://openalex.org/W2059471041","https://openalex.org/W2108069034","https://openalex.org/W2139516171","https://openalex.org/W2144000913","https://openalex.org/W2154896031","https://openalex.org/W2163485494","https://openalex.org/W2165674132","https://openalex.org/W2170146596","https://openalex.org/W2259538443","https://openalex.org/W2339807279","https://openalex.org/W2509702581","https://openalex.org/W2573055996","https://openalex.org/W2576544908","https://openalex.org/W2581499643","https://openalex.org/W2587086129","https://openalex.org/W2753550436","https://openalex.org/W2791930702","https://openalex.org/W2895493709"],"related_works":["https://openalex.org/W4225861544","https://openalex.org/W3011171625","https://openalex.org/W2048565304","https://openalex.org/W3102382564","https://openalex.org/W4283810898","https://openalex.org/W3193719766","https://openalex.org/W1593520775","https://openalex.org/W2148679377","https://openalex.org/W2609343280","https://openalex.org/W4229369522"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}