{"id":"https://openalex.org/W2141406155","doi":"https://doi.org/10.1007/11893257_86","title":"Dimensionality Reduction of Protein Mass Spectrometry Data Using Random Projection","display_name":"Dimensionality Reduction of Protein Mass Spectrometry Data Using Random Projection","publication_year":2006,"publication_date":"2006-01-01","ids":{"openalex":"https://openalex.org/W2141406155","doi":"https://doi.org/10.1007/11893257_86","mag":"2141406155"},"language":"en","primary_location":{"id":"doi:10.1007/11893257_86","is_oa":false,"landing_page_url":"https://doi.org/10.1007/11893257_86","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/A5005626854","display_name":"Chen Change Loy","orcid":"https://orcid.org/0000-0001-5345-1591"},"institutions":[{"id":"https://openalex.org/I891303086","display_name":"MIMOS (Malaysia)","ror":"https://ror.org/01k94e681","country_code":"MY","type":"company","lineage":["https://openalex.org/I891303086"]}],"countries":["MY"],"is_corresponding":true,"raw_author_name":"Chen Change Loy","raw_affiliation_strings":["Grid Computing and Bioinformatics Lab, MIMOS Berhad, 57000, Kuala Lumpur, Malaysia"],"affiliations":[{"raw_affiliation_string":"Grid Computing and Bioinformatics Lab, MIMOS Berhad, 57000, Kuala Lumpur, Malaysia","institution_ids":["https://openalex.org/I891303086"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111930881","display_name":"Weng Kin Lai","orcid":null},"institutions":[{"id":"https://openalex.org/I891303086","display_name":"MIMOS (Malaysia)","ror":"https://ror.org/01k94e681","country_code":"MY","type":"company","lineage":["https://openalex.org/I891303086"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Weng Kin Lai","raw_affiliation_strings":["Grid Computing and Bioinformatics Lab, MIMOS Berhad, 57000, Kuala Lumpur, Malaysia"],"affiliations":[{"raw_affiliation_string":"Grid Computing and Bioinformatics Lab, MIMOS Berhad, 57000, Kuala Lumpur, Malaysia","institution_ids":["https://openalex.org/I891303086"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5072923302","display_name":"Chee Peng Lim","orcid":"https://orcid.org/0000-0003-4191-9083"},"institutions":[{"id":"https://openalex.org/I139322472","display_name":"Universiti Sains Malaysia","ror":"https://ror.org/02rgb2k63","country_code":"MY","type":"education","lineage":["https://openalex.org/I139322472"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Chee Peng Lim","raw_affiliation_strings":["School of Electrical & Electronic Engineering, University of Science Malaysia, Engineering Campus, 14300, Nibong Tebal, Penang, Malaysia"],"affiliations":[{"raw_affiliation_string":"School of Electrical & Electronic Engineering, University of Science Malaysia, Engineering Campus, 14300, Nibong Tebal, Penang, Malaysia","institution_ids":["https://openalex.org/I139322472"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5005626854"],"corresponding_institution_ids":["https://openalex.org/I891303086"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.08819876,"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":"776","last_page":"785"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10519","display_name":"Advanced Proteomics Techniques and Applications","score":0.9988999962806702,"subfield":{"id":"https://openalex.org/subfields/1607","display_name":"Spectroscopy"},"field":{"id":"https://openalex.org/fields/16","display_name":"Chemistry"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10519","display_name":"Advanced Proteomics Techniques and Applications","score":0.9988999962806702,"subfield":{"id":"https://openalex.org/subfields/1607","display_name":"Spectroscopy"},"field":{"id":"https://openalex.org/fields/16","display_name":"Chemistry"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12254","display_name":"Machine Learning in Bioinformatics","score":0.9926999807357788,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10836","display_name":"Metabolomics and Mass Spectrometry Studies","score":0.9921000003814697,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/dimensionality-reduction","display_name":"Dimensionality reduction","score":0.8711761236190796},{"id":"https://openalex.org/keywords/random-projection","display_name":"Random projection","score":0.8705173134803772},{"id":"https://openalex.org/keywords/principal-component-analysis","display_name":"Principal component analysis","score":0.8599553108215332},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7104849219322205},{"id":"https://openalex.org/keywords/projection","display_name":"Projection (relational algebra)","score":0.6944971084594727},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.6925357580184937},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6306555867195129},{"id":"https://openalex.org/keywords/curse-of-dimensionality","display_name":"Curse of dimensionality","score":0.6144195199012756},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.5885288715362549},{"id":"https://openalex.org/keywords/random-forest","display_name":"Random forest","score":0.4764147996902466},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.46589767932891846},{"id":"https://openalex.org/keywords/reduction","display_name":"Reduction (mathematics)","score":0.42750057578086853},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.33119434118270874},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.24440932273864746},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1756109595298767}],"concepts":[{"id":"https://openalex.org/C70518039","wikidata":"https://www.wikidata.org/wiki/Q16000077","display_name":"Dimensionality reduction","level":2,"score":0.8711761236190796},{"id":"https://openalex.org/C2777036070","wikidata":"https://www.wikidata.org/wiki/Q18393452","display_name":"Random projection","level":2,"score":0.8705173134803772},{"id":"https://openalex.org/C27438332","wikidata":"https://www.wikidata.org/wiki/Q2873","display_name":"Principal component analysis","level":2,"score":0.8599553108215332},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7104849219322205},{"id":"https://openalex.org/C57493831","wikidata":"https://www.wikidata.org/wiki/Q3134666","display_name":"Projection (relational algebra)","level":2,"score":0.6944971084594727},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6925357580184937},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6306555867195129},{"id":"https://openalex.org/C111030470","wikidata":"https://www.wikidata.org/wiki/Q1430460","display_name":"Curse of dimensionality","level":2,"score":0.6144195199012756},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.5885288715362549},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.4764147996902466},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.46589767932891846},{"id":"https://openalex.org/C111335779","wikidata":"https://www.wikidata.org/wiki/Q3454686","display_name":"Reduction (mathematics)","level":2,"score":0.42750057578086853},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.33119434118270874},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.24440932273864746},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1756109595298767},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/11893257_86","is_oa":false,"landing_page_url":"https://doi.org/10.1007/11893257_86","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":12,"referenced_works":["https://openalex.org/W1531259569","https://openalex.org/W1577871831","https://openalex.org/W1819658147","https://openalex.org/W1964195901","https://openalex.org/W2053171205","https://openalex.org/W2089497633","https://openalex.org/W2129208356","https://openalex.org/W2134389439","https://openalex.org/W2144177425","https://openalex.org/W2154639585","https://openalex.org/W2171593624","https://openalex.org/W6681420820"],"related_works":["https://openalex.org/W3004377704","https://openalex.org/W3110687914","https://openalex.org/W4225691219","https://openalex.org/W2082691086","https://openalex.org/W2150085486","https://openalex.org/W2089497633","https://openalex.org/W2141406155","https://openalex.org/W2611813480","https://openalex.org/W3015962327","https://openalex.org/W2938845360"],"abstract_inverted_index":null,"counts_by_year":[{"year":2018,"cited_by_count":1},{"year":2012,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
