{"id":"https://openalex.org/W4390533056","doi":"https://doi.org/10.1145/3632410.3633290","title":"Unveiling Graph Structures for Machine Learning: Learning, Structuring, and Coarsening","display_name":"Unveiling Graph Structures for Machine Learning: Learning, Structuring, and Coarsening","publication_year":2024,"publication_date":"2024-01-03","ids":{"openalex":"https://openalex.org/W4390533056","doi":"https://doi.org/10.1145/3632410.3633290"},"language":"en","primary_location":{"id":"doi:10.1145/3632410.3633290","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3632410.3633290","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 7th Joint International Conference on Data Science &amp; Management of Data (11th ACM IKDD CODS and 29th COMAD)","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/A5101411421","display_name":"Manoj Kumar","orcid":"https://orcid.org/0009-0008-6379-0165"},"institutions":[{"id":"https://openalex.org/I68891433","display_name":"Indian Institute of Technology Delhi","ror":"https://ror.org/049tgcd06","country_code":"IN","type":"education","lineage":["https://openalex.org/I68891433"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Manoj Kumar","raw_affiliation_strings":["Indian Institute of Technology Delhi, India"],"raw_orcid":"https://orcid.org/0009-0008-6379-0165","affiliations":[{"raw_affiliation_string":"Indian Institute of Technology Delhi, India","institution_ids":["https://openalex.org/I68891433"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101667410","display_name":"Sandeep Kumar","orcid":"https://orcid.org/0000-0003-0415-8625"},"institutions":[{"id":"https://openalex.org/I68891433","display_name":"Indian Institute of Technology Delhi","ror":"https://ror.org/049tgcd06","country_code":"IN","type":"education","lineage":["https://openalex.org/I68891433"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Sandeep Kumar","raw_affiliation_strings":["Indian Institute of Technology Delhi, India"],"raw_orcid":"https://orcid.org/0000-0003-0415-8625","affiliations":[{"raw_affiliation_string":"Indian Institute of Technology Delhi, India","institution_ids":["https://openalex.org/I68891433"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5101411421"],"corresponding_institution_ids":["https://openalex.org/I68891433"],"apc_list":null,"apc_paid":null,"fwci":0.3311,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.60028644,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"484","last_page":"488"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11273","display_name":"Advanced Graph Neural Networks","score":0.9995999932289124,"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/T11273","display_name":"Advanced Graph Neural Networks","score":0.9995999932289124,"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/T12292","display_name":"Graph Theory and Algorithms","score":0.9984999895095825,"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/T10064","display_name":"Complex Network Analysis Techniques","score":0.9983999729156494,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7600271105766296},{"id":"https://openalex.org/keywords/realm","display_name":"Realm","score":0.7016457915306091},{"id":"https://openalex.org/keywords/structuring","display_name":"Structuring","score":0.676878809928894},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.6433419585227966},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.518265962600708},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4945177733898163},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.48667389154434204},{"id":"https://openalex.org/keywords/graph-theory","display_name":"Graph theory","score":0.42118698358535767},{"id":"https://openalex.org/keywords/clustering-coefficient","display_name":"Clustering coefficient","score":0.4184532165527344},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.34748804569244385},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.10373905301094055}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7600271105766296},{"id":"https://openalex.org/C2778757428","wikidata":"https://www.wikidata.org/wiki/Q1250464","display_name":"Realm","level":2,"score":0.7016457915306091},{"id":"https://openalex.org/C2775945657","wikidata":"https://www.wikidata.org/wiki/Q381442","display_name":"Structuring","level":2,"score":0.676878809928894},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.6433419585227966},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.518265962600708},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4945177733898163},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.48667389154434204},{"id":"https://openalex.org/C88230418","wikidata":"https://www.wikidata.org/wiki/Q131476","display_name":"Graph theory","level":2,"score":0.42118698358535767},{"id":"https://openalex.org/C22047676","wikidata":"https://www.wikidata.org/wiki/Q898680","display_name":"Clustering coefficient","level":3,"score":0.4184532165527344},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.34748804569244385},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.10373905301094055},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","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/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3632410.3633290","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3632410.3633290","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 7th Joint International Conference on Data Science &amp; Management of Data (11th ACM IKDD CODS and 29th COMAD)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4","score":0.4699999988079071}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W2019040312","https://openalex.org/W2103419665","https://openalex.org/W2106540986","https://openalex.org/W2118953734","https://openalex.org/W2121044254","https://openalex.org/W2132555912","https://openalex.org/W2135957668","https://openalex.org/W2163166770","https://openalex.org/W2163707651","https://openalex.org/W2283587406","https://openalex.org/W2558869262","https://openalex.org/W2802145570","https://openalex.org/W2962759781","https://openalex.org/W3009233884","https://openalex.org/W3098325012","https://openalex.org/W3098834468","https://openalex.org/W3100188304","https://openalex.org/W3172620719","https://openalex.org/W3175521565","https://openalex.org/W3177098077","https://openalex.org/W4302011352"],"related_works":["https://openalex.org/W3183948672","https://openalex.org/W3173606202","https://openalex.org/W3110381201","https://openalex.org/W2948807893","https://openalex.org/W2778153218","https://openalex.org/W2758277628","https://openalex.org/W1531601525","https://openalex.org/W2755787904","https://openalex.org/W2003121311","https://openalex.org/W4304080228"],"abstract_inverted_index":{"Graph":[0],"structure":[1],"is":[2,33],"an":[3],"important":[4],"element":[5],"in":[6,76],"the":[7,17,67,71,77],"realm":[8,78],"of":[9,19,73,79],"machine":[10,80],"learning":[11],"tasks.":[12],"This":[13],"tutorial":[14,42,63],"centers":[15],"on":[16],"art":[18],"deriving":[20],"graph":[21,46,55,74],"representations":[22,47],"from":[23],"data.":[24],"It":[25],"unfolds":[26],"through":[27],"three":[28],"pivotal":[29],"themes:":[30],"Each":[31],"theme":[32],"dissected":[34],"thoroughly,":[35],"combining":[36],"theory":[37],"with":[38,66],"practical":[39],"application.":[40],"The":[41],"demonstrates":[43],"how":[44],"these":[45],"drive":[48],"various":[49],"applications,":[50],"including":[51],"clustering,":[52],"node":[53],"and":[54,57],"classification,":[56],"edge":[58],"prediction.":[59],"In":[60],"essence,":[61],"this":[62],"arms":[64],"participants":[65],"tools":[68],"to":[69],"unleash":[70],"potential":[72],"structures":[75],"learning.":[81]},"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
