{"id":"https://openalex.org/W171507577","doi":"https://doi.org/10.1007/978-3-642-39712-7_18","title":"Evaluation of Hyperspectral Image Classification Using Random Forest and Fukunaga-Koontz Transform","display_name":"Evaluation of Hyperspectral Image Classification Using Random Forest and Fukunaga-Koontz Transform","publication_year":2013,"publication_date":"2013-01-01","ids":{"openalex":"https://openalex.org/W171507577","doi":"https://doi.org/10.1007/978-3-642-39712-7_18","mag":"171507577"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-642-39712-7_18","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-642-39712-7_18","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/A5076463089","display_name":"Semih Din\u00e7","orcid":"https://orcid.org/0000-0002-6453-6774"},"institutions":[{"id":"https://openalex.org/I82495205","display_name":"University of Alabama in Huntsville","ror":"https://ror.org/02zsxwr40","country_code":"US","type":"education","lineage":["https://openalex.org/I82495205"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Semih Din\u00e7","raw_affiliation_strings":["Computer Science Department, University of Alabama in Huntsville, Huntsville, USA","[Computer Science Department, University of Alabama in Huntsville, Huntsville, AL]"],"affiliations":[{"raw_affiliation_string":"Computer Science Department, University of Alabama in Huntsville, Huntsville, USA","institution_ids":["https://openalex.org/I82495205"]},{"raw_affiliation_string":"[Computer Science Department, University of Alabama in Huntsville, Huntsville, AL]","institution_ids":["https://openalex.org/I82495205"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5070184068","display_name":"Ramazan Ayg\u00fcn","orcid":"https://orcid.org/0000-0001-7244-7475"},"institutions":[{"id":"https://openalex.org/I82495205","display_name":"University of Alabama in Huntsville","ror":"https://ror.org/02zsxwr40","country_code":"US","type":"education","lineage":["https://openalex.org/I82495205"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ramazan Savas Ayg\u00fcn","raw_affiliation_strings":["Computer Science Department, University of Alabama in Huntsville, Huntsville, USA","[Computer Science Department, University of Alabama in Huntsville, Huntsville, AL]"],"affiliations":[{"raw_affiliation_string":"Computer Science Department, University of Alabama in Huntsville, Huntsville, USA","institution_ids":["https://openalex.org/I82495205"]},{"raw_affiliation_string":"[Computer Science Department, University of Alabama in Huntsville, Huntsville, AL]","institution_ids":["https://openalex.org/I82495205"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5076463089"],"corresponding_institution_ids":["https://openalex.org/I82495205"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":1.1356,"has_fulltext":false,"cited_by_count":12,"citation_normalized_percentile":{"value":0.76353454,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"234","last_page":"245"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10689","display_name":"Remote-Sensing Image Classification","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10689","display_name":"Remote-Sensing Image Classification","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"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/T13890","display_name":"Remote Sensing and Land Use","score":0.994700014591217,"subfield":{"id":"https://openalex.org/subfields/1902","display_name":"Atmospheric Science"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9785000085830688,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/hyperspectral-imaging","display_name":"Hyperspectral imaging","score":0.9316890239715576},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7309147119522095},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6606018543243408},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.6252260208129883},{"id":"https://openalex.org/keywords/random-forest","display_name":"Random forest","score":0.6092422008514404},{"id":"https://openalex.org/keywords/contextual-image-classification","display_name":"Contextual image classification","score":0.46165430545806885},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.46114853024482727},{"id":"https://openalex.org/keywords/kernel","display_name":"Kernel (algebra)","score":0.42802464962005615},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.41244372725486755},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.39323800802230835},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3332664966583252},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.17645934224128723},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.08764135837554932}],"concepts":[{"id":"https://openalex.org/C159078339","wikidata":"https://www.wikidata.org/wiki/Q959005","display_name":"Hyperspectral imaging","level":2,"score":0.9316890239715576},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7309147119522095},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6606018543243408},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6252260208129883},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.6092422008514404},{"id":"https://openalex.org/C75294576","wikidata":"https://www.wikidata.org/wiki/Q5165192","display_name":"Contextual image classification","level":3,"score":0.46165430545806885},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.46114853024482727},{"id":"https://openalex.org/C74193536","wikidata":"https://www.wikidata.org/wiki/Q574844","display_name":"Kernel (algebra)","level":2,"score":0.42802464962005615},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.41244372725486755},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.39323800802230835},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3332664966583252},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.17645934224128723},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.08764135837554932},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-642-39712-7_18","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-642-39712-7_18","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":[{"score":0.6899999976158142,"display_name":"Life in Land","id":"https://metadata.un.org/sdg/15"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W1974854367","https://openalex.org/W2005913854","https://openalex.org/W2011471793","https://openalex.org/W2017511012","https://openalex.org/W2030328665","https://openalex.org/W2034489756","https://openalex.org/W2056078494","https://openalex.org/W2068278288","https://openalex.org/W2114819256","https://openalex.org/W2132637576","https://openalex.org/W2137929751","https://openalex.org/W2148472881","https://openalex.org/W2165447611","https://openalex.org/W2166303055","https://openalex.org/W2907969504","https://openalex.org/W2911964244","https://openalex.org/W3151922143","https://openalex.org/W4238135369","https://openalex.org/W4246999471"],"related_works":["https://openalex.org/W2072166414","https://openalex.org/W3209970181","https://openalex.org/W2060875994","https://openalex.org/W3034375524","https://openalex.org/W4388745254","https://openalex.org/W2980082554","https://openalex.org/W1517228774","https://openalex.org/W2767419625","https://openalex.org/W2389704471","https://openalex.org/W2599254681"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":2},{"year":2019,"cited_by_count":1},{"year":2015,"cited_by_count":1}],"updated_date":"2026-02-25T21:11:00.739837","created_date":"2025-10-10T00:00:00"}