{"id":"https://openalex.org/W2510622049","doi":"https://doi.org/10.1145/2905055.2905188","title":"Information Theoretic Approaches for Detecting Causality in Gene Regulatory Networks","display_name":"Information Theoretic Approaches for Detecting Causality in Gene Regulatory Networks","publication_year":2016,"publication_date":"2016-03-04","ids":{"openalex":"https://openalex.org/W2510622049","doi":"https://doi.org/10.1145/2905055.2905188","mag":"2510622049"},"language":"en","primary_location":{"id":"doi:10.1145/2905055.2905188","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2905055.2905188","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Second International Conference on Information and Communication Technology for Competitive Strategies","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/A5063974404","display_name":"Kangkan Medhi","orcid":null},"institutions":[{"id":"https://openalex.org/I189109744","display_name":"Indian Institute of Technology Dhanbad","ror":"https://ror.org/013v3cc28","country_code":"IN","type":"education","lineage":["https://openalex.org/I189109744"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Kangkan Medhi","raw_affiliation_strings":["Dept of Computer Sc. &amp; Engg., Indian School of Mines, Dhanbad, India"],"affiliations":[{"raw_affiliation_string":"Dept of Computer Sc. &amp; Engg., Indian School of Mines, Dhanbad, India","institution_ids":["https://openalex.org/I189109744"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055089421","display_name":"Syed Sazzad Ahmed","orcid":"https://orcid.org/0000-0001-7476-2604"},"institutions":[{"id":"https://openalex.org/I197465736","display_name":"North Eastern Hill University","ror":"https://ror.org/055m2tx54","country_code":"IN","type":"education","lineage":["https://openalex.org/I197465736"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Syed Sazzad Ahmed","raw_affiliation_strings":["Dept of Information Technology, North-Eastern Hill University, Shillong, India"],"affiliations":[{"raw_affiliation_string":"Dept of Information Technology, North-Eastern Hill University, Shillong, India","institution_ids":["https://openalex.org/I197465736"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010413185","display_name":"Swarup Roy","orcid":"https://orcid.org/0000-0002-0011-3633"},"institutions":[{"id":"https://openalex.org/I197465736","display_name":"North Eastern Hill University","ror":"https://ror.org/055m2tx54","country_code":"IN","type":"education","lineage":["https://openalex.org/I197465736"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Swarup Roy","raw_affiliation_strings":["Dept of Information Technology, North-Eastern Hill University, Shillong, India"],"affiliations":[{"raw_affiliation_string":"Dept of Information Technology, North-Eastern Hill University, Shillong, India","institution_ids":["https://openalex.org/I197465736"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071372272","display_name":"Dhruba K. Bhattacharyya","orcid":"https://orcid.org/0000-0002-9506-7640"},"institutions":[{"id":"https://openalex.org/I126601174","display_name":"Tezpur University","ror":"https://ror.org/005x56091","country_code":"IN","type":"education","lineage":["https://openalex.org/I126601174"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Dhruba K. Bhattacharyya","raw_affiliation_strings":["Dept of Computer Sc. &amp; Engg., Tezpur University, Tezpur, India"],"affiliations":[{"raw_affiliation_string":"Dept of Computer Sc. &amp; Engg., Tezpur University, Tezpur, India","institution_ids":["https://openalex.org/I126601174"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5049180880","display_name":"Jugal Kalita","orcid":"https://orcid.org/0000-0002-8765-7018"},"institutions":[{"id":"https://openalex.org/I888729015","display_name":"University of Colorado Colorado Springs","ror":"https://ror.org/054spjc55","country_code":"US","type":"education","lineage":["https://openalex.org/I888729015"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jugal K. Kalita","raw_affiliation_strings":["Dept of Computer Sc., University of Colorado, Colorado Spring, USA"],"affiliations":[{"raw_affiliation_string":"Dept of Computer Sc., University of Colorado, Colorado Spring, USA","institution_ids":["https://openalex.org/I888729015"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5063974404"],"corresponding_institution_ids":["https://openalex.org/I189109744"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.06246296,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10621","display_name":"Gene Regulatory Network Analysis","score":0.9983000159263611,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T10621","display_name":"Gene Regulatory Network Analysis","score":0.9983000159263611,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10885","display_name":"Gene expression and cancer classification","score":0.9925000071525574,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10887","display_name":"Bioinformatics and Genomic Networks","score":0.9666000008583069,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/causality","display_name":"Causality (physics)","score":0.9004878401756287},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6257954835891724},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5203725695610046},{"id":"https://openalex.org/keywords/gene-regulatory-network","display_name":"Gene regulatory network","score":0.49870896339416504},{"id":"https://openalex.org/keywords/measure","display_name":"Measure (data warehouse)","score":0.49337998032569885},{"id":"https://openalex.org/keywords/information-theory","display_name":"Information theory","score":0.48192715644836426},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.44406676292419434},{"id":"https://openalex.org/keywords/mutual-information","display_name":"Mutual information","score":0.4426642656326294},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.42100614309310913},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.39225637912750244},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.3421403765678406},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.21708083152770996},{"id":"https://openalex.org/keywords/gene","display_name":"Gene","score":0.21703127026557922},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.11259782314300537},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.11064577102661133},{"id":"https://openalex.org/keywords/genetics","display_name":"Genetics","score":0.09331211447715759},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.07086217403411865}],"concepts":[{"id":"https://openalex.org/C64357122","wikidata":"https://www.wikidata.org/wiki/Q1149766","display_name":"Causality (physics)","level":2,"score":0.9004878401756287},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6257954835891724},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5203725695610046},{"id":"https://openalex.org/C67339327","wikidata":"https://www.wikidata.org/wiki/Q1502576","display_name":"Gene regulatory network","level":4,"score":0.49870896339416504},{"id":"https://openalex.org/C2780009758","wikidata":"https://www.wikidata.org/wiki/Q6804172","display_name":"Measure (data warehouse)","level":2,"score":0.49337998032569885},{"id":"https://openalex.org/C52622258","wikidata":"https://www.wikidata.org/wiki/Q131222","display_name":"Information theory","level":2,"score":0.48192715644836426},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.44406676292419434},{"id":"https://openalex.org/C152139883","wikidata":"https://www.wikidata.org/wiki/Q252973","display_name":"Mutual information","level":2,"score":0.4426642656326294},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.42100614309310913},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.39225637912750244},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.3421403765678406},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.21708083152770996},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.21703127026557922},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.11259782314300537},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.11064577102661133},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.09331211447715759},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.07086217403411865},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"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/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C150194340","wikidata":"https://www.wikidata.org/wiki/Q26972","display_name":"Gene expression","level":3,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/2905055.2905188","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2905055.2905188","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Second International Conference on Information and Communication Technology for Competitive Strategies","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W171190468","https://openalex.org/W594534990","https://openalex.org/W1560593431","https://openalex.org/W1678889691","https://openalex.org/W1987782593","https://openalex.org/W2023348596","https://openalex.org/W2041782669","https://openalex.org/W2067841476","https://openalex.org/W2113001205","https://openalex.org/W2161868542","https://openalex.org/W2178225550","https://openalex.org/W4251881819","https://openalex.org/W6660994890","https://openalex.org/W6892148946"],"related_works":["https://openalex.org/W2920676536","https://openalex.org/W3124771927","https://openalex.org/W4225940264","https://openalex.org/W2750125254","https://openalex.org/W2057609120","https://openalex.org/W2889544313","https://openalex.org/W2111510771","https://openalex.org/W986037092","https://openalex.org/W2392704982","https://openalex.org/W4313429060"],"abstract_inverted_index":{"Causality":[0],"detection":[1,52],"in":[2,24,54],"gene":[3],"regulatory":[4],"networks":[5],"(GRN)":[6],"is":[7],"a":[8,34,38],"challenging":[9],"and":[10],"important":[11],"task.":[12],"Very":[13],"few":[14],"techniques":[15,53],"have":[16],"been":[17],"proposed":[18],"so":[19],"far":[20],"to":[21,36],"infer":[22,37],"causality":[23,51],"GRN.":[25,55],"A":[26],"majority":[27],"of":[28,48],"them":[29],"adapts":[30],"information":[31,49],"theory":[32],"as":[33],"measure":[35],"causal":[39],"relationship.":[40],"In":[41],"this":[42],"work":[43],"we":[44],"evaluate":[45],"the":[46],"performance":[47],"theoretic":[50]},"counts_by_year":[{"year":2020,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
