{"id":"https://openalex.org/W4367298031","doi":"https://doi.org/10.3390/e25050730","title":"Link Prediction with Continuous-Time Classical and Quantum Walks","display_name":"Link Prediction with Continuous-Time Classical and Quantum Walks","publication_year":2023,"publication_date":"2023-04-28","ids":{"openalex":"https://openalex.org/W4367298031","doi":"https://doi.org/10.3390/e25050730","pmid":"https://pubmed.ncbi.nlm.nih.gov/37238485"},"language":"en","primary_location":{"id":"doi:10.3390/e25050730","is_oa":true,"landing_page_url":"https://doi.org/10.3390/e25050730","pdf_url":"https://www.mdpi.com/1099-4300/25/5/730/pdf?version=1682663922","source":{"id":"https://openalex.org/S195231649","display_name":"Entropy","issn_l":"1099-4300","issn":["1099-4300"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Entropy","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1099-4300/25/5/730/pdf?version=1682663922","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5021689661","display_name":"Mark A. Goldsmith","orcid":"https://orcid.org/0000-0001-8833-6841"},"institutions":[{"id":"https://openalex.org/I155660961","display_name":"University of Turku","ror":"https://ror.org/05vghhr25","country_code":"FI","type":"education","lineage":["https://openalex.org/I155660961"]}],"countries":["FI"],"is_corresponding":true,"raw_author_name":"Mark Goldsmith","raw_affiliation_strings":["Algorithmiq Ltd., Kanavakatu 3 C, FI-00160 Helsinki, Finland","Complex Systems Research Group, Department of Mathematics and Statistics, University of Turku, FI-20014 Turku, Finland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Algorithmiq Ltd., Kanavakatu 3 C, FI-00160 Helsinki, Finland","institution_ids":[]},{"raw_affiliation_string":"Complex Systems Research Group, Department of Mathematics and Statistics, University of Turku, FI-20014 Turku, Finland","institution_ids":["https://openalex.org/I155660961"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085878811","display_name":"Harto Saarinen","orcid":"https://orcid.org/0000-0002-5053-9990"},"institutions":[{"id":"https://openalex.org/I155660961","display_name":"University of Turku","ror":"https://ror.org/05vghhr25","country_code":"FI","type":"education","lineage":["https://openalex.org/I155660961"]}],"countries":["FI"],"is_corresponding":true,"raw_author_name":"Harto Saarinen","raw_affiliation_strings":["Algorithmiq Ltd., Kanavakatu 3 C, FI-00160 Helsinki, Finland","Complex Systems Research Group, Department of Mathematics and Statistics, University of Turku, FI-20014 Turku, Finland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Algorithmiq Ltd., Kanavakatu 3 C, FI-00160 Helsinki, Finland","institution_ids":[]},{"raw_affiliation_string":"Complex Systems Research Group, Department of Mathematics and Statistics, University of Turku, FI-20014 Turku, Finland","institution_ids":["https://openalex.org/I155660961"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042408300","display_name":"Guillermo Garc\u00eda-P\u00e9rez","orcid":"https://orcid.org/0000-0002-9006-060X"},"institutions":[{"id":"https://openalex.org/I133731052","display_name":"University of Helsinki","ror":"https://ror.org/040af2s02","country_code":"FI","type":"education","lineage":["https://openalex.org/I133731052"]},{"id":"https://openalex.org/I155660961","display_name":"University of Turku","ror":"https://ror.org/05vghhr25","country_code":"FI","type":"education","lineage":["https://openalex.org/I155660961"]},{"id":"https://openalex.org/I2800229700","display_name":"Helsinki Institute of Physics","ror":"https://ror.org/01x2x1522","country_code":"FI","type":"facility","lineage":["https://openalex.org/I133731052","https://openalex.org/I2800229700","https://openalex.org/I63548447","https://openalex.org/I94722563","https://openalex.org/I9927081"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Guillermo Garc\u00eda-P\u00e9rez","raw_affiliation_strings":["Algorithmiq Ltd., Kanavakatu 3 C, FI-00160 Helsinki, Finland","Complex Systems Research Group, Department of Mathematics and Statistics, University of Turku, FI-20014 Turku, Finland","InstituteQ-The Finnish Quantum Institute, University of Helsinki, FI-00014 Helsinki, Finland","QTF Centre of Excellence, Department of Physics, Faculty of Science, University of Helsinki, FI-00014 Helsinki, Finland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Algorithmiq Ltd., Kanavakatu 3 C, FI-00160 Helsinki, Finland","institution_ids":[]},{"raw_affiliation_string":"Complex Systems Research Group, Department of Mathematics and Statistics, University of Turku, FI-20014 Turku, Finland","institution_ids":["https://openalex.org/I155660961"]},{"raw_affiliation_string":"InstituteQ-The Finnish Quantum Institute, University of Helsinki, FI-00014 Helsinki, Finland","institution_ids":["https://openalex.org/I2800229700","https://openalex.org/I133731052"]},{"raw_affiliation_string":"QTF Centre of Excellence, Department of Physics, Faculty of Science, University of Helsinki, FI-00014 Helsinki, Finland","institution_ids":["https://openalex.org/I133731052"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005244023","display_name":"Joonas Malmi","orcid":"https://orcid.org/0000-0003-4916-3962"},"institutions":[{"id":"https://openalex.org/I133731052","display_name":"University of Helsinki","ror":"https://ror.org/040af2s02","country_code":"FI","type":"education","lineage":["https://openalex.org/I133731052"]},{"id":"https://openalex.org/I2800229700","display_name":"Helsinki Institute of Physics","ror":"https://ror.org/01x2x1522","country_code":"FI","type":"facility","lineage":["https://openalex.org/I133731052","https://openalex.org/I2800229700","https://openalex.org/I63548447","https://openalex.org/I94722563","https://openalex.org/I9927081"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Joonas Malmi","raw_affiliation_strings":["Algorithmiq Ltd., Kanavakatu 3 C, FI-00160 Helsinki, Finland","InstituteQ-The Finnish Quantum Institute, University of Helsinki, FI-00014 Helsinki, Finland","QTF Centre of Excellence, Department of Physics, Faculty of Science, University of Helsinki, FI-00014 Helsinki, Finland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Algorithmiq Ltd., Kanavakatu 3 C, FI-00160 Helsinki, Finland","institution_ids":[]},{"raw_affiliation_string":"InstituteQ-The Finnish Quantum Institute, University of Helsinki, FI-00014 Helsinki, Finland","institution_ids":["https://openalex.org/I2800229700","https://openalex.org/I133731052"]},{"raw_affiliation_string":"QTF Centre of Excellence, Department of Physics, Faculty of Science, University of Helsinki, FI-00014 Helsinki, Finland","institution_ids":["https://openalex.org/I133731052"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063452295","display_name":"Matteo A. C. Rossi","orcid":"https://orcid.org/0000-0003-4665-9284"},"institutions":[{"id":"https://openalex.org/I133731052","display_name":"University of Helsinki","ror":"https://ror.org/040af2s02","country_code":"FI","type":"education","lineage":["https://openalex.org/I133731052"]},{"id":"https://openalex.org/I9927081","display_name":"Aalto University","ror":"https://ror.org/020hwjq30","country_code":"FI","type":"education","lineage":["https://openalex.org/I9927081"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Matteo A. C. Rossi","raw_affiliation_strings":["Algorithmiq Ltd., Kanavakatu 3 C, FI-00160 Helsinki, Finland","InstituteQ-The Finnish Quantum Institute, Aalto University, FI-00076 Aalto, Finland","QTF Centre of Excellence, Department of Applied Physics, Aalto University, FI-00076 Aalto, Finland","QTF Centre of Excellence, Department of Physics, Faculty of Science, University of Helsinki, FI-00014 Helsinki, Finland"],"raw_orcid":"https://orcid.org/0000-0003-4665-9284","affiliations":[{"raw_affiliation_string":"Algorithmiq Ltd., Kanavakatu 3 C, FI-00160 Helsinki, Finland","institution_ids":[]},{"raw_affiliation_string":"InstituteQ-The Finnish Quantum Institute, Aalto University, FI-00076 Aalto, Finland","institution_ids":["https://openalex.org/I9927081"]},{"raw_affiliation_string":"QTF Centre of Excellence, Department of Applied Physics, Aalto University, FI-00076 Aalto, Finland","institution_ids":["https://openalex.org/I9927081"]},{"raw_affiliation_string":"QTF Centre of Excellence, Department of Physics, Faculty of Science, University of Helsinki, FI-00014 Helsinki, Finland","institution_ids":["https://openalex.org/I133731052"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5075923322","display_name":"Sabrina Maniscalco","orcid":"https://orcid.org/0000-0001-8559-0828"},"institutions":[{"id":"https://openalex.org/I133731052","display_name":"University of Helsinki","ror":"https://ror.org/040af2s02","country_code":"FI","type":"education","lineage":["https://openalex.org/I133731052"]},{"id":"https://openalex.org/I155660961","display_name":"University of Turku","ror":"https://ror.org/05vghhr25","country_code":"FI","type":"education","lineage":["https://openalex.org/I155660961"]},{"id":"https://openalex.org/I2800229700","display_name":"Helsinki Institute of Physics","ror":"https://ror.org/01x2x1522","country_code":"FI","type":"facility","lineage":["https://openalex.org/I133731052","https://openalex.org/I2800229700","https://openalex.org/I63548447","https://openalex.org/I94722563","https://openalex.org/I9927081"]},{"id":"https://openalex.org/I9927081","display_name":"Aalto University","ror":"https://ror.org/020hwjq30","country_code":"FI","type":"education","lineage":["https://openalex.org/I9927081"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Sabrina Maniscalco","raw_affiliation_strings":["Algorithmiq Ltd., Kanavakatu 3 C, FI-00160 Helsinki, Finland","Complex Systems Research Group, Department of Mathematics and Statistics, University of Turku, FI-20014 Turku, Finland","InstituteQ-The Finnish Quantum Institute, Aalto University, FI-00076 Aalto, Finland","InstituteQ-The Finnish Quantum Institute, University of Helsinki, FI-00014 Helsinki, Finland","QTF Centre of Excellence, Department of Applied Physics, Aalto University, FI-00076 Aalto, Finland","QTF Centre of Excellence, Department of Physics, Faculty of Science, University of Helsinki, FI-00014 Helsinki, Finland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Algorithmiq Ltd., Kanavakatu 3 C, FI-00160 Helsinki, Finland","institution_ids":[]},{"raw_affiliation_string":"Complex Systems Research Group, Department of Mathematics and Statistics, University of Turku, FI-20014 Turku, Finland","institution_ids":["https://openalex.org/I155660961"]},{"raw_affiliation_string":"InstituteQ-The Finnish Quantum Institute, Aalto University, FI-00076 Aalto, Finland","institution_ids":["https://openalex.org/I9927081"]},{"raw_affiliation_string":"InstituteQ-The Finnish Quantum Institute, University of Helsinki, FI-00014 Helsinki, Finland","institution_ids":["https://openalex.org/I2800229700","https://openalex.org/I133731052"]},{"raw_affiliation_string":"QTF Centre of Excellence, Department of Applied Physics, Aalto University, FI-00076 Aalto, Finland","institution_ids":["https://openalex.org/I9927081"]},{"raw_affiliation_string":"QTF Centre of Excellence, Department of Physics, Faculty of Science, University of Helsinki, FI-00014 Helsinki, Finland","institution_ids":["https://openalex.org/I133731052"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5021689661","https://openalex.org/A5085878811"],"corresponding_institution_ids":["https://openalex.org/I155660961"],"apc_list":{"value":2000,"currency":"CHF","value_usd":2165},"apc_paid":{"value":2000,"currency":"CHF","value_usd":2165},"fwci":3.2217,"has_fulltext":true,"cited_by_count":17,"citation_normalized_percentile":{"value":0.92224682,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"25","issue":"5","first_page":"730","last_page":"730"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":0.9747999906539917,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T10400","display_name":"Network Security and Intrusion Detection","score":0.9747999906539917,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T13182","display_name":"Quantum-Dot Cellular Automata","score":0.9656999707221985,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/T10913","display_name":"Molecular Junctions and Nanostructures","score":0.9646999835968018,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/quantum-walk","display_name":"Quantum walk","score":0.8310877680778503},{"id":"https://openalex.org/keywords/adjacency-matrix","display_name":"Adjacency matrix","score":0.8171499371528625},{"id":"https://openalex.org/keywords/random-walk","display_name":"Random walk","score":0.7275046110153198},{"id":"https://openalex.org/keywords/adjacency-list","display_name":"Adjacency list","score":0.6172508597373962},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6165179014205933},{"id":"https://openalex.org/keywords/quantum","display_name":"Quantum","score":0.5320362448692322},{"id":"https://openalex.org/keywords/statistical-physics","display_name":"Statistical physics","score":0.4873529374599457},{"id":"https://openalex.org/keywords/laplacian-matrix","display_name":"Laplacian matrix","score":0.47836393117904663},{"id":"https://openalex.org/keywords/stochastic-matrix","display_name":"Stochastic matrix","score":0.4759142994880676},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.34679102897644043},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2890012264251709},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.2878606915473938},{"id":"https://openalex.org/keywords/quantum-algorithm","display_name":"Quantum algorithm","score":0.20849651098251343},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.1923268437385559},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.1477769911289215},{"id":"https://openalex.org/keywords/markov-chain","display_name":"Markov chain","score":0.12057140469551086},{"id":"https://openalex.org/keywords/quantum-mechanics","display_name":"Quantum mechanics","score":0.08368554711341858},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.0821043848991394}],"concepts":[{"id":"https://openalex.org/C140058369","wikidata":"https://www.wikidata.org/wiki/Q7269113","display_name":"Quantum walk","level":4,"score":0.8310877680778503},{"id":"https://openalex.org/C180356752","wikidata":"https://www.wikidata.org/wiki/Q727035","display_name":"Adjacency matrix","level":3,"score":0.8171499371528625},{"id":"https://openalex.org/C121194460","wikidata":"https://www.wikidata.org/wiki/Q856741","display_name":"Random walk","level":2,"score":0.7275046110153198},{"id":"https://openalex.org/C110484373","wikidata":"https://www.wikidata.org/wiki/Q264398","display_name":"Adjacency list","level":2,"score":0.6172508597373962},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6165179014205933},{"id":"https://openalex.org/C84114770","wikidata":"https://www.wikidata.org/wiki/Q46344","display_name":"Quantum","level":2,"score":0.5320362448692322},{"id":"https://openalex.org/C121864883","wikidata":"https://www.wikidata.org/wiki/Q677916","display_name":"Statistical physics","level":1,"score":0.4873529374599457},{"id":"https://openalex.org/C115178988","wikidata":"https://www.wikidata.org/wiki/Q772067","display_name":"Laplacian matrix","level":3,"score":0.47836393117904663},{"id":"https://openalex.org/C49555168","wikidata":"https://www.wikidata.org/wiki/Q176583","display_name":"Stochastic matrix","level":3,"score":0.4759142994880676},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.34679102897644043},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2890012264251709},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.2878606915473938},{"id":"https://openalex.org/C137019171","wikidata":"https://www.wikidata.org/wiki/Q2623817","display_name":"Quantum algorithm","level":3,"score":0.20849651098251343},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.1923268437385559},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.1477769911289215},{"id":"https://openalex.org/C98763669","wikidata":"https://www.wikidata.org/wiki/Q176645","display_name":"Markov chain","level":2,"score":0.12057140469551086},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.08368554711341858},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0821043848991394},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.0}],"mesh":[],"locations_count":7,"locations":[{"id":"doi:10.3390/e25050730","is_oa":true,"landing_page_url":"https://doi.org/10.3390/e25050730","pdf_url":"https://www.mdpi.com/1099-4300/25/5/730/pdf?version=1682663922","source":{"id":"https://openalex.org/S195231649","display_name":"Entropy","issn_l":"1099-4300","issn":["1099-4300"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Entropy","raw_type":"journal-article"},{"id":"pmid:37238485","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/37238485","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Entropy (Basel, Switzerland)","raw_type":null},{"id":"pmh:oai:aaltodoc.aalto.fi:123456789/121455","is_oa":true,"landing_page_url":"https://research.aalto.fi/en/publications/7fcb4f6d-1386-476d-97de-1cbe42842600","pdf_url":"https://aaltodoc.aalto.fi/handle/123456789/121455","source":{"id":"https://openalex.org/S4306401663","display_name":"Aaltodoc (Aalto University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I9927081","host_organization_name":"Aalto University","host_organization_lineage":["https://openalex.org/I9927081"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"publishedVersion"},{"id":"pmh:oai:pubmedcentral.nih.gov:10217120","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/10217120","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC10217120/pdf/entropy-25-00730.pdf","source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Entropy (Basel)","raw_type":"Text"},{"id":"pmh:oai:doaj.org/article:bf502c59ec084465b62505996fe4943a","is_oa":true,"landing_page_url":"https://doaj.org/article/bf502c59ec084465b62505996fe4943a","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Entropy, Vol 25, Iss 5, p 730 (2023)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/1099-4300/25/5/730/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/e25050730","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Entropy; Volume 25; Issue 5; Pages: 730","raw_type":"Text"},{"id":"pmh:oai:www.utupub.fi:10024/188973","is_oa":false,"landing_page_url":"https://www.utupub.fi/handle/10024/188973","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null}],"best_oa_location":{"id":"doi:10.3390/e25050730","is_oa":true,"landing_page_url":"https://doi.org/10.3390/e25050730","pdf_url":"https://www.mdpi.com/1099-4300/25/5/730/pdf?version=1682663922","source":{"id":"https://openalex.org/S195231649","display_name":"Entropy","issn_l":"1099-4300","issn":["1099-4300"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Entropy","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1635923900","display_name":"Finnish Centre of Excellence in Quantum Technology","funder_award_id":"336810","funder_id":"https://openalex.org/F4320321108","funder_display_name":"Academy of Finland"},{"id":"https://openalex.org/G1649490352","display_name":null,"funder_award_id":"336810","funder_id":"https://openalex.org/F4320321108","funder_display_name":"Academy of Finland"},{"id":"https://openalex.org/G3926945061","display_name":"Emergent geometry from entanglement in quantum many-body systems: a complex network approach","funder_award_id":"341985","funder_id":"https://openalex.org/F4320321108","funder_display_name":"Academy of Finland"},{"id":"https://openalex.org/G4074013905","display_name":null,"funder_award_id":"341985","funder_id":"https://openalex.org/F4320321108","funder_display_name":"Academy of Finland"},{"id":"https://openalex.org/G7125338615","display_name":null,"funder_award_id":"336814","funder_id":"https://openalex.org/F4320321108","funder_display_name":"Academy of Finland"},{"id":"https://openalex.org/G7742104075","display_name":"Finnish Centre of Excellence in Quantum Technology","funder_award_id":"336814","funder_id":"https://openalex.org/F4320321108","funder_display_name":"Academy of Finland"}],"funders":[{"id":"https://openalex.org/F4320321108","display_name":"Academy of Finland","ror":"https://ror.org/05k73zm37"}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4367298031.pdf"},"referenced_works_count":66,"referenced_works":["https://openalex.org/W653833424","https://openalex.org/W1519689626","https://openalex.org/W1872062004","https://openalex.org/W1966092221","https://openalex.org/W1966716734","https://openalex.org/W1975528636","https://openalex.org/W1977382765","https://openalex.org/W1983275606","https://openalex.org/W1990093051","https://openalex.org/W1994917526","https://openalex.org/W2002770250","https://openalex.org/W2004855787","https://openalex.org/W2008620264","https://openalex.org/W2009405916","https://openalex.org/W2035476608","https://openalex.org/W2039688703","https://openalex.org/W2040927484","https://openalex.org/W2063049279","https://openalex.org/W2066636486","https://openalex.org/W2073415627","https://openalex.org/W2077767282","https://openalex.org/W2081375228","https://openalex.org/W2101181377","https://openalex.org/W2106565812","https://openalex.org/W2119006096","https://openalex.org/W2133299088","https://openalex.org/W2140883620","https://openalex.org/W2145845082","https://openalex.org/W2154454189","https://openalex.org/W2157825442","https://openalex.org/W2158698691","https://openalex.org/W2159697746","https://openalex.org/W2160185408","https://openalex.org/W2161984370","https://openalex.org/W2163485494","https://openalex.org/W2215009292","https://openalex.org/W2223119478","https://openalex.org/W2344319046","https://openalex.org/W2544284311","https://openalex.org/W2564084673","https://openalex.org/W2566971417","https://openalex.org/W2609242168","https://openalex.org/W2780584018","https://openalex.org/W2793463946","https://openalex.org/W2913996609","https://openalex.org/W2925754329","https://openalex.org/W2943556845","https://openalex.org/W2950742983","https://openalex.org/W2993076031","https://openalex.org/W3004621088","https://openalex.org/W3015964336","https://openalex.org/W3089313213","https://openalex.org/W3101805501","https://openalex.org/W3101890301","https://openalex.org/W3103093545","https://openalex.org/W3117256259","https://openalex.org/W3125012869","https://openalex.org/W3125898544","https://openalex.org/W3127536809","https://openalex.org/W3158434491","https://openalex.org/W3204140782","https://openalex.org/W4200087829","https://openalex.org/W4232932184","https://openalex.org/W4292229930","https://openalex.org/W4321480085","https://openalex.org/W6790382793"],"related_works":["https://openalex.org/W2215009292","https://openalex.org/W3117576208","https://openalex.org/W4283587574","https://openalex.org/W4285429150","https://openalex.org/W4293250711","https://openalex.org/W3210112264","https://openalex.org/W2999247943","https://openalex.org/W4376118085","https://openalex.org/W1595344052","https://openalex.org/W4367298031"],"abstract_inverted_index":{"Protein-protein":[0],"interaction":[1],"(PPI)":[2],"networks":[3,38,48],"consist":[4],"of":[5,14,25,66,80,87],"the":[6,12,20,23,29,46,78,85,89,97,107,131,144],"physical":[7],"and/or":[8],"functional":[9],"interactions":[10,57],"between":[11],"proteins":[13],"an":[15],"organism,":[16],"and":[17,31,42,74,92,111,127],"they":[18],"form":[19,36],"basis":[21],"for":[22,95],"field":[24],"network":[26,90,132],"medicine.":[27],"Since":[28],"biophysical":[30],"high-throughput":[32],"methods":[33,69],"used":[34],"to":[35,54],"PPI":[37,117],"are":[39,49],"expensive,":[40],"time-consuming,":[41],"often":[43],"contain":[44],"inaccuracies,":[45],"resulting":[47],"usually":[50],"incomplete.":[51],"In":[52,77],"order":[53],"infer":[55],"missing":[56,138],"in":[58],"these":[59],"networks,":[60],"we":[61,83],"propose":[62],"a":[63,102],"novel":[64],"class":[65],"link":[67],"prediction":[68],"based":[70,105],"on":[71,106,114],"continuous-time":[72,123],"classical":[73,124],"quantum":[75,81,128],"walks.":[76],"case":[79],"walks,":[82],"examine":[84],"usage":[86],"both":[88],"adjacency":[91,133],"Laplacian":[93],"matrices":[94],"specifying":[96],"walk":[98],"dynamics.":[99],"We":[100],"define":[101],"score":[103],"function":[104],"corresponding":[108],"transition":[109],"probabilities":[110],"perform":[112],"tests":[113],"six":[115],"real-world":[116],"datasets.":[118],"Our":[119],"results":[120],"show":[121],"that":[122],"random":[125],"walks":[126,129],"using":[130],"matrix":[134],"can":[135],"successfully":[136],"predict":[137],"protein-protein":[139],"interactions,":[140],"with":[141],"performance":[142],"rivalling":[143],"state-of-the-art.":[145]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":8},{"year":2024,"cited_by_count":5}],"updated_date":"2026-06-12T08:23:45.883708","created_date":"2025-10-10T00:00:00"}
