{"id":"https://openalex.org/W2117200929","doi":"https://doi.org/10.1109/hpcsim.2011.5999917","title":"A Hadoop solution for ballistic image analysis and recognition","display_name":"A Hadoop solution for ballistic image analysis and recognition","publication_year":2011,"publication_date":"2011-07-01","ids":{"openalex":"https://openalex.org/W2117200929","doi":"https://doi.org/10.1109/hpcsim.2011.5999917","mag":"2117200929"},"language":"en","primary_location":{"id":"doi:10.1109/hpcsim.2011.5999917","is_oa":false,"landing_page_url":"https://doi.org/10.1109/hpcsim.2011.5999917","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 International Conference on High Performance Computing &amp; Simulation","raw_type":"proceedings-article"},"type":"article","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/A5051836651","display_name":"Hakan Kocakulak","orcid":null},"institutions":[{"id":"https://openalex.org/I198068145","display_name":"Scientific and Technological Research Council of Turkey","ror":"https://ror.org/04w9kkr77","country_code":"TR","type":"government","lineage":["https://openalex.org/I198068145"]}],"countries":["TR"],"is_corresponding":true,"raw_author_name":"Hakan Kocakulak","raw_affiliation_strings":["Space Technologies Research Institute, Turkish Science and Technology Research Council, Ankara, Turkey","Turkish Science and Technology Research Council, Space Technologies Research Institute, Ankara, Turkey"],"affiliations":[{"raw_affiliation_string":"Space Technologies Research Institute, Turkish Science and Technology Research Council, Ankara, Turkey","institution_ids":["https://openalex.org/I198068145"]},{"raw_affiliation_string":"Turkish Science and Technology Research Council, Space Technologies Research Institute, Ankara, Turkey","institution_ids":["https://openalex.org/I198068145"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5064355568","display_name":"Tu\u011fba Ta\u015fkaya Temizel","orcid":"https://orcid.org/0000-0001-7387-8621"},"institutions":[{"id":"https://openalex.org/I201799495","display_name":"Middle East Technical University","ror":"https://ror.org/014weej12","country_code":"TR","type":"education","lineage":["https://openalex.org/I201799495"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Tugba Taskaya Temizel","raw_affiliation_strings":["Informatics Institute, Information Systems Department, Middle East Technical University, Ankara, Turkey","Middle East Technical University, Informatics Institute, Information Systems Department, Ankara, Turkey"],"affiliations":[{"raw_affiliation_string":"Informatics Institute, Information Systems Department, Middle East Technical University, Ankara, Turkey","institution_ids":["https://openalex.org/I201799495"]},{"raw_affiliation_string":"Middle East Technical University, Informatics Institute, Information Systems Department, Ankara, Turkey","institution_ids":["https://openalex.org/I201799495"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5051836651"],"corresponding_institution_ids":["https://openalex.org/I198068145"],"apc_list":null,"apc_paid":null,"fwci":2.6314,"has_fulltext":false,"cited_by_count":32,"citation_normalized_percentile":{"value":0.90878068,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"836","last_page":"842"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9955000281333923,"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"}},"topics":[{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9955000281333923,"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/T11689","display_name":"Adversarial Robustness in Machine Learning","score":0.9872000217437744,"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/T10036","display_name":"Advanced Neural Network Applications","score":0.9761000275611877,"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/computer-science","display_name":"Computer science","score":0.7739868760108948},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.6966252326965332},{"id":"https://openalex.org/keywords/yarn","display_name":"Yarn","score":0.542702317237854},{"id":"https://openalex.org/keywords/programming-paradigm","display_name":"Programming paradigm","score":0.48537003993988037},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.4807700514793396},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.4676280617713928},{"id":"https://openalex.org/keywords/ballistic-impact","display_name":"Ballistic impact","score":0.4548833668231964},{"id":"https://openalex.org/keywords/similarity","display_name":"Similarity (geometry)","score":0.45321765542030334},{"id":"https://openalex.org/keywords/resource","display_name":"Resource (disambiguation)","score":0.4271145761013031},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.42554089426994324},{"id":"https://openalex.org/keywords/embarrassingly-parallel","display_name":"Embarrassingly parallel","score":0.4126937985420227},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.41119813919067383},{"id":"https://openalex.org/keywords/massively-parallel","display_name":"Massively parallel","score":0.3951362371444702},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.36710476875305176},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.36325812339782715},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.35378724336624146},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.09715458750724792},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.09693971276283264},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.07418030500411987}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7739868760108948},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.6966252326965332},{"id":"https://openalex.org/C2778787235","wikidata":"https://www.wikidata.org/wiki/Q49007","display_name":"Yarn","level":2,"score":0.542702317237854},{"id":"https://openalex.org/C34165917","wikidata":"https://www.wikidata.org/wiki/Q188267","display_name":"Programming paradigm","level":2,"score":0.48537003993988037},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.4807700514793396},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.4676280617713928},{"id":"https://openalex.org/C2779463939","wikidata":"https://www.wikidata.org/wiki/Q4851796","display_name":"Ballistic impact","level":3,"score":0.4548833668231964},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.45321765542030334},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.4271145761013031},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.42554089426994324},{"id":"https://openalex.org/C126909462","wikidata":"https://www.wikidata.org/wiki/Q5369501","display_name":"Embarrassingly parallel","level":3,"score":0.4126937985420227},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.41119813919067383},{"id":"https://openalex.org/C190475519","wikidata":"https://www.wikidata.org/wiki/Q544384","display_name":"Massively parallel","level":2,"score":0.3951362371444702},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.36710476875305176},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.36325812339782715},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.35378724336624146},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.09715458750724792},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.09693971276283264},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.07418030500411987},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0},{"id":"https://openalex.org/C104779481","wikidata":"https://www.wikidata.org/wiki/Q50707","display_name":"Composite number","level":2,"score":0.0},{"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/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/hpcsim.2011.5999917","is_oa":false,"landing_page_url":"https://doi.org/10.1109/hpcsim.2011.5999917","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 International Conference on High Performance Computing &amp; Simulation","raw_type":"proceedings-article"},{"id":"pmh:oai:https://open.metu.edu.tr:11511/74646","is_oa":false,"landing_page_url":"https://hdl.handle.net/11511/74646","pdf_url":null,"source":{"id":"https://openalex.org/S4306402495","display_name":"OpenMETU (Middle East Technical University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I201799495","host_organization_name":"Middle East Technical University","host_organization_lineage":["https://openalex.org/I201799495"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":""}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.46000000834465027,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W1547229954","https://openalex.org/W2109722477","https://openalex.org/W2117466692","https://openalex.org/W2140969419","https://openalex.org/W2154797012","https://openalex.org/W2173213060","https://openalex.org/W2815720504","https://openalex.org/W3081542490","https://openalex.org/W6676367512","https://openalex.org/W6677727340","https://openalex.org/W6782487106","https://openalex.org/W7036428772"],"related_works":["https://openalex.org/W1967525063","https://openalex.org/W2924122404","https://openalex.org/W1668534708","https://openalex.org/W2048125828","https://openalex.org/W2063338407","https://openalex.org/W1970113381","https://openalex.org/W2123489408","https://openalex.org/W1177194838","https://openalex.org/W2045886945","https://openalex.org/W3090298140"],"abstract_inverted_index":{"The":[0],"importance":[1],"of":[2,27,48,60,78],"ballistic":[3,63,96],"applications":[4],"has":[5],"been":[6],"recently":[7],"recognized":[8],"due":[9],"to":[10,69],"the":[11,20,28,42,79,82,141,164],"increasing":[12],"crime":[13,54],"and":[14,17,104,119,144,158],"terrorism":[15],"threats":[16],"incidents":[18],"around":[19],"world.":[21],"Ballistic":[22],"image":[23,97],"analysis":[24],"is":[25,74,100],"one":[26],"application":[29],"areas":[30],"which":[31,99],"requires":[32],"immediate":[33],"response":[34],"with":[35,58],"high":[36,102],"precision":[37],"from":[38,76],"large":[39],"databases.":[40],"Here,":[41],"microscopic":[43],"markings":[44],"on":[45,62],"cartridge":[46],"case":[47],"a":[49,53,90,101,109,116,160],"bullet":[50],"obtained":[51],"in":[52,67,148,156,163],"scene":[55],"are":[56],"compared":[57],"that":[59,136],"images":[61],"databases":[64],"for":[65,95,125],"similarity":[66],"order":[68],"find":[70],"out":[71],"whether":[72],"it":[73],"fired":[75],"any":[77],"firearms":[80],"within":[81],"database.":[83],"In":[84],"this":[85],"paper,":[86],"we":[87,137,151],"have":[88,134],"implemented":[89],"MapReduce":[91],"solution":[92],"using":[93],"Hadoop":[94,161],"comparison":[98],"data":[103,128],"computation":[105],"intensive":[106],"task.":[107],"MapReduce,":[108],"programming":[110,157],"model":[111],"developed":[112],"by":[113],"Google,":[114],"provides":[115],"scalable,":[117],"flexible":[118],"QoS":[120],"guaranteed":[121],"IT":[122],"infrastructure":[123],"particularly":[124],"embarrassingly":[126],"parallel":[127],"oriented":[129],"computational":[130],"tasks.":[131],"Our":[132],"results":[133],"shown":[135],"can":[138],"effectively":[139],"utilize":[140],"computing":[142],"resources":[143],"gain":[145],"significant":[146],"increases":[147],"performance.":[149],"Furthermore,":[150],"will":[152],"share":[153],"our":[154],"experiences":[155],"tuning":[159],"cluster":[162],"paper.":[165]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":4},{"year":2016,"cited_by_count":3},{"year":2015,"cited_by_count":8},{"year":2014,"cited_by_count":4},{"year":2013,"cited_by_count":1},{"year":2012,"cited_by_count":1}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}
