{"id":"https://openalex.org/W2973161331","doi":"https://doi.org/10.21437/interspeech.2019-2624","title":"A Path Signature Approach for Speech Emotion Recognition","display_name":"A Path Signature Approach for Speech Emotion Recognition","publication_year":2019,"publication_date":"2019-09-13","ids":{"openalex":"https://openalex.org/W2973161331","doi":"https://doi.org/10.21437/interspeech.2019-2624","mag":"2973161331"},"language":"en","primary_location":{"id":"doi:10.21437/interspeech.2019-2624","is_oa":false,"landing_page_url":"https://doi.org/10.21437/interspeech.2019-2624","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Interspeech 2019","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://discovery.ucl.ac.uk/10082916/1/aPathSignature4SpeechRecogntion.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5108650942","display_name":"Bo Wang","orcid":null},"institutions":[{"id":"https://openalex.org/I40120149","display_name":"University of Oxford","ror":"https://ror.org/052gg0110","country_code":"GB","type":"education","lineage":["https://openalex.org/I40120149"]},{"id":"https://openalex.org/I4210128584","display_name":"The Alan Turing Institute","ror":"https://ror.org/035dkdb55","country_code":"GB","type":"facility","lineage":["https://openalex.org/I4210128584"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Bo Wang","raw_affiliation_strings":["Department of Psychiatry, University of Oxford, UK","The Alan Turing Institute, London, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Psychiatry, University of Oxford, UK","institution_ids":["https://openalex.org/I40120149"]},{"raw_affiliation_string":"The Alan Turing Institute, London, UK","institution_ids":["https://openalex.org/I4210128584"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007426895","display_name":"Maria Liakata","orcid":"https://orcid.org/0000-0001-5765-0416"},"institutions":[{"id":"https://openalex.org/I39555362","display_name":"University of Warwick","ror":"https://ror.org/01a77tt86","country_code":"GB","type":"education","lineage":["https://openalex.org/I39555362"]},{"id":"https://openalex.org/I4210128584","display_name":"The Alan Turing Institute","ror":"https://ror.org/035dkdb55","country_code":"GB","type":"facility","lineage":["https://openalex.org/I4210128584"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Maria Liakata","raw_affiliation_strings":["The Alan Turing Institute, London, UK","Department of Computer Science, University of Warwick, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The Alan Turing Institute, London, UK","institution_ids":["https://openalex.org/I4210128584"]},{"raw_affiliation_string":"Department of Computer Science, University of Warwick, UK","institution_ids":["https://openalex.org/I39555362"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029516423","display_name":"Hao Ni","orcid":"https://orcid.org/0000-0001-5485-4376"},"institutions":[{"id":"https://openalex.org/I45129253","display_name":"University College London","ror":"https://ror.org/02jx3x895","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I45129253"]},{"id":"https://openalex.org/I4210128584","display_name":"The Alan Turing Institute","ror":"https://ror.org/035dkdb55","country_code":"GB","type":"facility","lineage":["https://openalex.org/I4210128584"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Hao Ni","raw_affiliation_strings":["The Alan Turing Institute, London, UK","Department of Mathematics, University College London, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The Alan Turing Institute, London, UK","institution_ids":["https://openalex.org/I4210128584"]},{"raw_affiliation_string":"Department of Mathematics, University College London, UK","institution_ids":["https://openalex.org/I45129253"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033716148","display_name":"Terry Lyons","orcid":"https://orcid.org/0000-0002-9972-2809"},"institutions":[{"id":"https://openalex.org/I4210128584","display_name":"The Alan Turing Institute","ror":"https://ror.org/035dkdb55","country_code":"GB","type":"facility","lineage":["https://openalex.org/I4210128584"]},{"id":"https://openalex.org/I40120149","display_name":"University of Oxford","ror":"https://ror.org/052gg0110","country_code":"GB","type":"education","lineage":["https://openalex.org/I40120149"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Terry Lyons","raw_affiliation_strings":["The Alan Turing Institute, London, UK","Mathematical Institute, University of Oxford, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The Alan Turing Institute, London, UK","institution_ids":["https://openalex.org/I4210128584"]},{"raw_affiliation_string":"Mathematical Institute, University of Oxford, UK","institution_ids":["https://openalex.org/I40120149"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045725813","display_name":"Alejo Nevado\u2010Holgado","orcid":"https://orcid.org/0000-0001-9276-2720"},"institutions":[{"id":"https://openalex.org/I40120149","display_name":"University of Oxford","ror":"https://ror.org/052gg0110","country_code":"GB","type":"education","lineage":["https://openalex.org/I40120149"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Alejo J. Nevado-Holgado","raw_affiliation_strings":["Department of Psychiatry, University of Oxford, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Psychiatry, University of Oxford, UK","institution_ids":["https://openalex.org/I40120149"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5110732854","display_name":"Kate Saunders","orcid":null},"institutions":[{"id":"https://openalex.org/I40120149","display_name":"University of Oxford","ror":"https://ror.org/052gg0110","country_code":"GB","type":"education","lineage":["https://openalex.org/I40120149"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Kate Saunders","raw_affiliation_strings":["Department of Psychiatry, University of Oxford, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Psychiatry, University of Oxford, UK","institution_ids":["https://openalex.org/I40120149"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5108650942"],"corresponding_institution_ids":["https://openalex.org/I40120149","https://openalex.org/I4210128584"],"apc_list":null,"apc_paid":null,"fwci":2.671,"has_fulltext":true,"cited_by_count":23,"citation_normalized_percentile":{"value":0.9105478,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1661","last_page":"1665"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11309","display_name":"Music and Audio Processing","score":0.998199999332428,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T11309","display_name":"Music and Audio Processing","score":0.998199999332428,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T10667","display_name":"Emotion and Mood Recognition","score":0.9922000169754028,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10860","display_name":"Speech and Audio Processing","score":0.9919999837875366,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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":0.8024092316627502},{"id":"https://openalex.org/keywords/path","display_name":"Path (computing)","score":0.5822787880897522},{"id":"https://openalex.org/keywords/tree","display_name":"Tree (set theory)","score":0.5669347047805786},{"id":"https://openalex.org/keywords/signature","display_name":"Signature (topology)","score":0.566068172454834},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.5586265921592712},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.5333582758903503},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.49544036388397217},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.4927554428577423},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.4660395681858063},{"id":"https://openalex.org/keywords/term","display_name":"Term (time)","score":0.4541078209877014},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.4430767595767975},{"id":"https://openalex.org/keywords/recurrent-neural-network","display_name":"Recurrent neural network","score":0.4339442253112793},{"id":"https://openalex.org/keywords/tree-structure","display_name":"Tree structure","score":0.41993528604507446},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4112219214439392},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.362024188041687},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3553433120250702},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.2792127728462219},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.10059574246406555}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8024092316627502},{"id":"https://openalex.org/C2777735758","wikidata":"https://www.wikidata.org/wiki/Q817765","display_name":"Path (computing)","level":2,"score":0.5822787880897522},{"id":"https://openalex.org/C113174947","wikidata":"https://www.wikidata.org/wiki/Q2859736","display_name":"Tree (set theory)","level":2,"score":0.5669347047805786},{"id":"https://openalex.org/C2779696439","wikidata":"https://www.wikidata.org/wiki/Q7512811","display_name":"Signature (topology)","level":2,"score":0.566068172454834},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.5586265921592712},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.5333582758903503},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.49544036388397217},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.4927554428577423},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.4660395681858063},{"id":"https://openalex.org/C61797465","wikidata":"https://www.wikidata.org/wiki/Q1188986","display_name":"Term (time)","level":2,"score":0.4541078209877014},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.4430767595767975},{"id":"https://openalex.org/C147168706","wikidata":"https://www.wikidata.org/wiki/Q1457734","display_name":"Recurrent neural network","level":3,"score":0.4339442253112793},{"id":"https://openalex.org/C163797641","wikidata":"https://www.wikidata.org/wiki/Q2067937","display_name":"Tree structure","level":3,"score":0.41993528604507446},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4112219214439392},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.362024188041687},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3553433120250702},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.2792127728462219},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.10059574246406555},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"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/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"id":"https://openalex.org/C197855036","wikidata":"https://www.wikidata.org/wiki/Q380172","display_name":"Binary tree","level":2,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.21437/interspeech.2019-2624","is_oa":false,"landing_page_url":"https://doi.org/10.21437/interspeech.2019-2624","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Interspeech 2019","raw_type":"proceedings-article"},{"id":"pmh:oai:eprints.ucl.ac.uk.OAI2:10082916","is_oa":true,"landing_page_url":"https://discovery.ucl.ac.uk/id/eprint/10082916/","pdf_url":"https://discovery.ucl.ac.uk/10082916/1/aPathSignature4SpeechRecogntion.pdf","source":{"id":"https://openalex.org/S4306400024","display_name":"UCL Discovery (University College London)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I45129253","host_organization_name":"University College London","host_organization_lineage":["https://openalex.org/I45129253"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"     In:  Proceedings Interspeech 2019.  (pp. pp. 1661-1665).  ISCA: Graz, Austria. (2019)     ","raw_type":"Proceedings paper"}],"best_oa_location":{"id":"pmh:oai:eprints.ucl.ac.uk.OAI2:10082916","is_oa":true,"landing_page_url":"https://discovery.ucl.ac.uk/id/eprint/10082916/","pdf_url":"https://discovery.ucl.ac.uk/10082916/1/aPathSignature4SpeechRecogntion.pdf","source":{"id":"https://openalex.org/S4306400024","display_name":"UCL Discovery (University College London)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I45129253","host_organization_name":"University College London","host_organization_lineage":["https://openalex.org/I45129253"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"     In:  Proceedings Interspeech 2019.  (pp. pp. 1661-1665).  ISCA: Graz, Austria. (2019)     ","raw_type":"Proceedings paper"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1633672591","display_name":null,"funder_award_id":"N510129","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"id":"https://openalex.org/G1807081545","display_name":null,"funder_award_id":"MC_PC_17215","funder_id":"https://openalex.org/F4320334626","funder_display_name":"Medical Research Council"},{"id":"https://openalex.org/G3855435662","display_name":null,"funder_award_id":"N510129","funder_id":"https://openalex.org/F4320313467","funder_display_name":"Alan Turing Institute"},{"id":"https://openalex.org/G4072067573","display_name":null,"funder_award_id":"EP/N510129/1","funder_id":"https://openalex.org/F4320313467","funder_display_name":"Alan Turing Institute"},{"id":"https://openalex.org/G444630160","display_name":null,"funder_award_id":"EP/N510129/","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"id":"https://openalex.org/G4500485203","display_name":"The Alan Turing Institute","funder_award_id":"EP/N510129/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"id":"https://openalex.org/G5005012656","display_name":null,"funder_award_id":"EP/S026347/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"id":"https://openalex.org/G5420266884","display_name":null,"funder_award_id":"EP/N510129/1","funder_id":"https://openalex.org/F4320319990","funder_display_name":"National Institute for Health and Care Research"},{"id":"https://openalex.org/G7723329525","display_name":null,"funder_award_id":"EP/N510129/1","funder_id":"https://openalex.org/F4320320290","funder_display_name":"University of Oxford"},{"id":"https://openalex.org/G8597009950","display_name":null,"funder_award_id":"EP/N510129/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"id":"https://openalex.org/G8795210754","display_name":null,"funder_award_id":"EP/N510129/1","funder_id":"https://openalex.org/F4320334626","funder_display_name":"Medical Research Council"}],"funders":[{"id":"https://openalex.org/F4320313467","display_name":"Alan Turing Institute","ror":"https://ror.org/035dkdb55"},{"id":"https://openalex.org/F4320319990","display_name":"National Institute for Health and Care Research","ror":"https://ror.org/0187kwz08"},{"id":"https://openalex.org/F4320320290","display_name":"University of Oxford","ror":"https://ror.org/052gg0110"},{"id":"https://openalex.org/F4320334626","display_name":"Medical Research Council","ror":"https://ror.org/03x94j517"},{"id":"https://openalex.org/F4320334627","display_name":"Engineering and Physical Sciences Research Council","ror":"https://ror.org/0439y7842"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2973161331.pdf","grobid_xml":"https://content.openalex.org/works/W2973161331.grobid-xml"},"referenced_works_count":36,"referenced_works":["https://openalex.org/W1522301498","https://openalex.org/W1547771074","https://openalex.org/W1565738427","https://openalex.org/W1593543504","https://openalex.org/W2004095444","https://openalex.org/W2095176743","https://openalex.org/W2099767163","https://openalex.org/W2143492886","https://openalex.org/W2146334809","https://openalex.org/W2239141610","https://openalex.org/W2282866165","https://openalex.org/W2295001676","https://openalex.org/W2399733683","https://openalex.org/W2408520939","https://openalex.org/W2512449761","https://openalex.org/W2530921800","https://openalex.org/W2550497374","https://openalex.org/W2602034649","https://openalex.org/W2610104114","https://openalex.org/W2625297138","https://openalex.org/W2648194195","https://openalex.org/W2735590100","https://openalex.org/W2737620107","https://openalex.org/W2747664154","https://openalex.org/W2889286050","https://openalex.org/W2889374687","https://openalex.org/W2889462515","https://openalex.org/W2889544113","https://openalex.org/W2892370324","https://openalex.org/W2962736520","https://openalex.org/W2962792937","https://openalex.org/W2963371736","https://openalex.org/W2963929227","https://openalex.org/W3104696513","https://openalex.org/W3123691155","https://openalex.org/W3123822062"],"related_works":["https://openalex.org/W2378211422","https://openalex.org/W4321353415","https://openalex.org/W2745001401","https://openalex.org/W2130974462","https://openalex.org/W2028665553","https://openalex.org/W2086519370","https://openalex.org/W972276598","https://openalex.org/W4298287631","https://openalex.org/W2953061907","https://openalex.org/W2087343574"],"abstract_inverted_index":{"Automatic":[0],"speech":[1,28,69],"emotion":[2],"recognition":[3],"(SER)":[4],"remains":[5],"a
\\ndifficult":[6],"task":[7],"within":[8],"human-computer":[9],"interaction,":[10],"despite":[11],"increasing":[12],"interest":[13],"in":[14],"the":[15,39,65,97],"research":[16],"community.":[17],"One":[18],"key":[19],"challenge":[20],"is":[21,94],"how":[22],"to":[23,61,80],"effectively":[24],"integrate":[25],"short-term":[26],"characterisation
\\nof":[27],"segments":[29],"with":[30],"long-term":[31],"information":[32,99],"such":[33],"as":[34],"temporal":[35],"variations.":[36],"Motivated":[37],"by":[38],"numerical":[40],"approximation":[41],"theory":[42],"of":[43,52,67,77],"stochastic":[44],"differential":[45],"equations":[46],"(SDEs),":[47],"we":[48,71],"propose":[49,72],"the
\\nnovel":[50],"use":[51],"path":[53,78],"signatures.":[54,103],"The":[55],"latter":[56],"provide":[57],"a":[58,73,108],"pathwise":[59],"definition":[60],"solve":[62],"SDEs,":[63],"for":[64],"integration":[66],"short":[68],"frames.
\\nFurthermore":[70],"hierarchical":[74],"tree":[75],"structure":[76],"signatures,":[79],"capture":[81],"both":[82],"global":[83],"and":[84],"local":[85],"information.":[86],"A":[87],"simple":[88],"tree-based":[89],"convolutional":[90],"neural":[91,116],"network":[92,117],"(TBCNN)":[93],"used
\\nfor":[95],"learning":[96],"structural":[98],"stemming":[100],"from":[101],"dyadic
\\npath-tree":[102],"Our":[104],"experimental":[105],"results":[106],"on":[107],"widely
\\nused":[109],"benchmark":[110],"dataset":[111],"demonstrate":[112],"comparable":[113],"performance
\\nto":[114],"complex":[115],"based":[118],"systems.":[119]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":9}],"updated_date":"2026-05-26T13:28:51.108037","created_date":"2025-10-10T00:00:00"}