{"id":"https://openalex.org/W3041424607","doi":"https://doi.org/10.1145/3396949","title":"Adaptive HTF-MPR","display_name":"Adaptive HTF-MPR","publication_year":2020,"publication_date":"2020-07-07","ids":{"openalex":"https://openalex.org/W3041424607","doi":"https://doi.org/10.1145/3396949","mag":"3041424607"},"language":"en","primary_location":{"id":"doi:10.1145/3396949","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3396949","pdf_url":null,"source":{"id":"https://openalex.org/S2492086750","display_name":"ACM Transactions on Intelligent Systems and Technology","issn_l":"2157-6904","issn":["2157-6904","2157-6912"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Intelligent Systems and Technology","raw_type":"journal-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/A5026244814","display_name":"Ahmad Albaqsami","orcid":"https://orcid.org/0000-0003-1535-7320"},"institutions":[{"id":"https://openalex.org/I204250578","display_name":"University of California, Irvine","ror":"https://ror.org/04gyf1771","country_code":"US","type":"education","lineage":["https://openalex.org/I204250578"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Ahmad Albaqsami","raw_affiliation_strings":["University of California, Irvine"],"raw_orcid":"https://orcid.org/0000-0003-1535-7320","affiliations":[{"raw_affiliation_string":"University of California, Irvine","institution_ids":["https://openalex.org/I204250578"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021279933","display_name":"Maryam S. Hosseini","orcid":"https://orcid.org/0000-0002-4250-2290"},"institutions":[{"id":"https://openalex.org/I204250578","display_name":"University of California, Irvine","ror":"https://ror.org/04gyf1771","country_code":"US","type":"education","lineage":["https://openalex.org/I204250578"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Maryam S. Hosseini","raw_affiliation_strings":["University of California, Irvine"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of California, Irvine","institution_ids":["https://openalex.org/I204250578"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022937446","display_name":"Masoomeh Jasemi","orcid":"https://orcid.org/0000-0002-4831-1698"},"institutions":[{"id":"https://openalex.org/I204250578","display_name":"University of California, Irvine","ror":"https://ror.org/04gyf1771","country_code":"US","type":"education","lineage":["https://openalex.org/I204250578"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Masoomeh Jasemi","raw_affiliation_strings":["University of California, Irvine"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of California, Irvine","institution_ids":["https://openalex.org/I204250578"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5012004974","display_name":"Nader Bagherzadeh","orcid":"https://orcid.org/0000-0001-7216-0546"},"institutions":[{"id":"https://openalex.org/I204250578","display_name":"University of California, Irvine","ror":"https://ror.org/04gyf1771","country_code":"US","type":"education","lineage":["https://openalex.org/I204250578"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Nader Bagherzadeh","raw_affiliation_strings":["University of California, Irvine"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of California, Irvine","institution_ids":["https://openalex.org/I204250578"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5026244814"],"corresponding_institution_ids":["https://openalex.org/I204250578"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.06519615,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"11","issue":"5","first_page":"1","last_page":"25"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.9980999827384949,"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"}},"topics":[{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.9980999827384949,"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"}},{"id":"https://openalex.org/T10054","display_name":"Parallel Computing and Optimization Techniques","score":0.9940999746322632,"subfield":{"id":"https://openalex.org/subfields/1708","display_name":"Hardware and Architecture"},"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":0.9927999973297119,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/mnist-database","display_name":"MNIST database","score":0.8830435872077942},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8727223873138428},{"id":"https://openalex.org/keywords/softmax-function","display_name":"Softmax function","score":0.7620038986206055},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6912434101104736},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.6302809715270996},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.5428344011306763},{"id":"https://openalex.org/keywords/deep-neural-networks","display_name":"Deep neural networks","score":0.47059667110443115},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4378037750720978},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.43758267164230347},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.4314258098602295},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.40400606393814087},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.16753724217414856}],"concepts":[{"id":"https://openalex.org/C190502265","wikidata":"https://www.wikidata.org/wiki/Q17069496","display_name":"MNIST database","level":3,"score":0.8830435872077942},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8727223873138428},{"id":"https://openalex.org/C188441871","wikidata":"https://www.wikidata.org/wiki/Q7554146","display_name":"Softmax function","level":3,"score":0.7620038986206055},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6912434101104736},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6302809715270996},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.5428344011306763},{"id":"https://openalex.org/C2984842247","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep neural networks","level":3,"score":0.47059667110443115},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4378037750720978},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.43758267164230347},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.4314258098602295},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.40400606393814087},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.16753724217414856},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3396949","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3396949","pdf_url":null,"source":{"id":"https://openalex.org/S2492086750","display_name":"ACM Transactions on Intelligent Systems and Technology","issn_l":"2157-6904","issn":["2157-6904","2157-6912"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Intelligent Systems and Technology","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W1659842140","https://openalex.org/W1686810756","https://openalex.org/W2010463908","https://openalex.org/W2026842670","https://openalex.org/W2070493638","https://openalex.org/W2076063813","https://openalex.org/W2078003433","https://openalex.org/W2114776669","https://openalex.org/W2192203593","https://openalex.org/W2272300165","https://openalex.org/W2491793399","https://openalex.org/W2515822248","https://openalex.org/W2798838253","https://openalex.org/W2914925532","https://openalex.org/W2919115771","https://openalex.org/W2949117887","https://openalex.org/W2962747323","https://openalex.org/W2990138404","https://openalex.org/W2997591727","https://openalex.org/W3021010896","https://openalex.org/W3023540311","https://openalex.org/W3024109881","https://openalex.org/W3104451521","https://openalex.org/W6836725202"],"related_works":["https://openalex.org/W2771907641","https://openalex.org/W4283819496","https://openalex.org/W4323060069","https://openalex.org/W4300326282","https://openalex.org/W2618574054","https://openalex.org/W2742395793","https://openalex.org/W4385524141","https://openalex.org/W3018979822","https://openalex.org/W3026616975","https://openalex.org/W4288018014"],"abstract_inverted_index":{"Deep":[0],"neural":[1,28,88],"networks":[2,29],"are":[3],"widely":[4],"used":[5],"in":[6,60,123,177],"many":[7,17,53],"artificial":[8,18],"intelligence":[9,19],"applications.":[10],"They":[11],"have":[12],"demonstrated":[13],"state-of-the-art":[14],"accuracy":[15,24],"on":[16,114,132],"tasks.":[20],"For":[21],"this":[22,100],"high":[23,58],"to":[25,62,95,106,167,175,185],"occur,":[26],"deep":[27],"require":[30],"the":[31,73,85,93,109,120,129,147,160,168,178,181],"right":[32],"parameter":[33],"values.":[34],"This":[35],"is":[36],"achieved":[37],"by":[38,82],"a":[39,57,77,124,143],"process":[40],"known":[41],"as":[42],"training":[43,46,74],".":[44],"The":[45],"of":[47,50,87,146,150,180],"large":[48],"amounts":[49],"data":[51],"via":[52],"iterations":[54],"comes":[55],"at":[56],"cost":[59],"regard":[61],"computation":[63],"time":[64],"and":[65,91,138,183],"energy.":[66],"Optimal":[67],"resource":[68,110],"allocation":[69],"would":[70],"therefore":[71],"reduce":[72],"time.":[75],"TensorFlow,":[76],"computational":[78],"graph":[79],"library":[80],"developed":[81],"Google,":[83],"alleviates":[84],"development":[86],"network":[89],"models":[90],"provides":[92],"means":[94],"train":[96],"these":[97],"networks.":[98],"In":[99,165],"article,":[101],"we":[102],"propose":[103],"Adaptive":[104,116,157,171],"HTF-MPR":[105,117,158,172],"carry":[107],"out":[108],"allocation,":[111],"or":[112],"mapping,":[113],"TensorFlow.":[115],"searches":[118],"for":[119],"best":[121],"mapping":[122],"hybrid":[125],"approach.":[126],"We":[127,140],"applied":[128],"proposed":[130],"methodology":[131],"two":[133],"well-known":[134],"image":[135],"classifiers:":[136],"VGG-16":[137],"AlexNet.":[139],"also":[141],"performed":[142],"full":[144],"analysis":[145],"solution":[148],"space":[149],"MNIST":[151],"Softmax.":[152],"Our":[153],"results":[154],"demonstrate":[155],"that":[156],"outperforms":[159],"default":[161],"homogeneous":[162],"TensorFlow":[163],"mapping.":[164,188],"addition":[166],"speed":[169],"up,":[170],"can":[173],"react":[174],"changes":[176],"state":[179],"system":[182],"adjust":[184],"an":[186],"improved":[187]},"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2020-07-16T00:00:00"}