{"id":"https://openalex.org/W7162809933","doi":"https://doi.org/10.1007/978-3-032-27317-8_48","title":"Towards Machine Learning\u2013Enhanced Ad Hoc Networks for\u00a0Disaster Scenarios","display_name":"Towards Machine Learning\u2013Enhanced Ad Hoc Networks for\u00a0Disaster Scenarios","publication_year":2026,"publication_date":"2026-01-01","ids":{"openalex":"https://openalex.org/W7162809933","doi":"https://doi.org/10.1007/978-3-032-27317-8_48"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-032-27317-8_48","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-27317-8_48","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"book-chapter","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/A5137340263","display_name":"Wilman Su\u00e1rez-Zambrano","orcid":null},"institutions":[{"id":"https://openalex.org/I3130401523","display_name":"Universidad Yachay Tech","ror":"https://ror.org/04jjswc10","country_code":"EC","type":"education","lineage":["https://openalex.org/I3130401523"]}],"countries":["EC"],"is_corresponding":false,"raw_author_name":"Wilman Su\u00e1rez-Zambrano","raw_affiliation_strings":["School of Mathematical and Computational Sciences, Yachay Tech, Urcuqu\u00ed, Ecuador"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mathematical and Computational Sciences, Yachay Tech, Urcuqu\u00ed, Ecuador","institution_ids":["https://openalex.org/I3130401523"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5121268382","display_name":"Juan Pablo Astudillo-Le\u00f3n","orcid":null},"institutions":[{"id":"https://openalex.org/I3130401523","display_name":"Universidad Yachay Tech","ror":"https://ror.org/04jjswc10","country_code":"EC","type":"education","lineage":["https://openalex.org/I3130401523"]}],"countries":["EC"],"is_corresponding":false,"raw_author_name":"Juan Pablo Astudillo-Le\u00f3n","raw_affiliation_strings":["School of Mathematical and Computational Sciences, Yachay Tech, Urcuqu\u00ed, Ecuador"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mathematical and Computational Sciences, Yachay Tech, Urcuqu\u00ed, Ecuador","institution_ids":["https://openalex.org/I3130401523"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5121248866","display_name":"Leticia Lemus-C\u00e1rdenas","orcid":null},"institutions":[{"id":"https://openalex.org/I3130401523","display_name":"Universidad Yachay Tech","ror":"https://ror.org/04jjswc10","country_code":"EC","type":"education","lineage":["https://openalex.org/I3130401523"]}],"countries":["EC"],"is_corresponding":false,"raw_author_name":"Leticia Lemus-C\u00e1rdenas","raw_affiliation_strings":["Communication Networks and Intelligent Services Research Group (ComNet Innova YT), Yachay Tech University, Urcuqu\u00ed, 100115, Ecuador"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Communication Networks and Intelligent Services Research Group (ComNet Innova YT), Yachay Tech University, Urcuqu\u00ed, 100115, Ecuador","institution_ids":["https://openalex.org/I3130401523"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010742462","display_name":"Lorena Guachi\u2010Guachi","orcid":"https://orcid.org/0000-0002-8951-8150"},"institutions":[{"id":"https://openalex.org/I4210140740","display_name":"Universidad Internacional del Ecuador","ror":"https://ror.org/04xf2rc74","country_code":"EC","type":"education","lineage":["https://openalex.org/I4210140740"]},{"id":"https://openalex.org/I4210146931","display_name":"Universidad Andina Sim\u00f3n Bol\u00edvar","ror":"https://ror.org/03jrrzr69","country_code":"BO","type":"education","lineage":["https://openalex.org/I4210146931"]}],"countries":["BO","EC"],"is_corresponding":true,"raw_author_name":"Lorena Guachi-Guachi","raw_affiliation_strings":["Faculty of Digital Engineering and Emerging Technologies, Universidad Internacional del Ecuador, Av. Simon Bolivar, Quito, 170411, Ecuador"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Digital Engineering and Emerging Technologies, Universidad Internacional del Ecuador, Av. Simon Bolivar, Quito, 170411, Ecuador","institution_ids":["https://openalex.org/I4210140740","https://openalex.org/I4210146931"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5137372941","display_name":"D. H. Peluffo-Ord\u00f3\u00f1ez","orcid":null},"institutions":[{"id":"https://openalex.org/I3130401523","display_name":"Universidad Yachay Tech","ror":"https://ror.org/04jjswc10","country_code":"EC","type":"education","lineage":["https://openalex.org/I3130401523"]}],"countries":["EC"],"is_corresponding":false,"raw_author_name":"D. H. Peluffo-Ord\u00f3\u00f1ez","raw_affiliation_strings":["School of Mathematical and Computational Sciences, Yachay Tech, Urcuqu\u00ed, Ecuador"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mathematical and Computational Sciences, Yachay Tech, Urcuqu\u00ed, Ecuador","institution_ids":["https://openalex.org/I3130401523"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5010742462"],"corresponding_institution_ids":["https://openalex.org/I4210140740","https://openalex.org/I4210146931"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.98042169,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"507","last_page":"517"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10246","display_name":"Mobile Ad Hoc Networks","score":0.4961000084877014,"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/T10246","display_name":"Mobile Ad Hoc Networks","score":0.4961000084877014,"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/T11896","display_name":"Opportunistic and Delay-Tolerant Networks","score":0.3012999892234802,"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/T10761","display_name":"Vehicular Ad Hoc Networks (VANETs)","score":0.06300000101327896,"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/wireless-ad-hoc-network","display_name":"Wireless ad hoc network","score":0.6740999817848206},{"id":"https://openalex.org/keywords/mobile-ad-hoc-network","display_name":"Mobile ad hoc network","score":0.5630000233650208},{"id":"https://openalex.org/keywords/network-packet","display_name":"Network packet","score":0.5098999738693237},{"id":"https://openalex.org/keywords/resilience","display_name":"Resilience (materials science)","score":0.5080000162124634},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.49079999327659607},{"id":"https://openalex.org/keywords/quality-of-service","display_name":"Quality of service","score":0.44279998540878296},{"id":"https://openalex.org/keywords/vehicular-ad-hoc-network","display_name":"Vehicular ad hoc network","score":0.439300000667572},{"id":"https://openalex.org/keywords/baseline","display_name":"Baseline (sea)","score":0.42309999465942383},{"id":"https://openalex.org/keywords/packet-loss","display_name":"Packet loss","score":0.4041999876499176}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.9025999903678894},{"id":"https://openalex.org/C94523657","wikidata":"https://www.wikidata.org/wiki/Q4085781","display_name":"Wireless ad hoc network","level":3,"score":0.6740999817848206},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.5752999782562256},{"id":"https://openalex.org/C91280400","wikidata":"https://www.wikidata.org/wiki/Q4085781","display_name":"Mobile ad hoc network","level":3,"score":0.5630000233650208},{"id":"https://openalex.org/C158379750","wikidata":"https://www.wikidata.org/wiki/Q214111","display_name":"Network packet","level":2,"score":0.5098999738693237},{"id":"https://openalex.org/C2779585090","wikidata":"https://www.wikidata.org/wiki/Q3457762","display_name":"Resilience (materials science)","level":2,"score":0.5080000162124634},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.49079999327659607},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.4512999951839447},{"id":"https://openalex.org/C5119721","wikidata":"https://www.wikidata.org/wiki/Q220501","display_name":"Quality of service","level":2,"score":0.44279998540878296},{"id":"https://openalex.org/C192448918","wikidata":"https://www.wikidata.org/wiki/Q682677","display_name":"Vehicular ad hoc network","level":4,"score":0.439300000667572},{"id":"https://openalex.org/C12725497","wikidata":"https://www.wikidata.org/wiki/Q810247","display_name":"Baseline (sea)","level":2,"score":0.42309999465942383},{"id":"https://openalex.org/C54108766","wikidata":"https://www.wikidata.org/wiki/Q391064","display_name":"Packet loss","level":3,"score":0.4041999876499176},{"id":"https://openalex.org/C108037233","wikidata":"https://www.wikidata.org/wiki/Q11375","display_name":"Wireless network","level":3,"score":0.4000000059604645},{"id":"https://openalex.org/C32244324","wikidata":"https://www.wikidata.org/wiki/Q4680755","display_name":"Adaptive quality of service multi-hop routing","level":5,"score":0.38760000467300415},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.3720000088214874},{"id":"https://openalex.org/C190526755","wikidata":"https://www.wikidata.org/wiki/Q4678071","display_name":"Ad hoc wireless distribution service","level":5,"score":0.36959999799728394},{"id":"https://openalex.org/C144543869","wikidata":"https://www.wikidata.org/wiki/Q2738570","display_name":"Mobile computing","level":2,"score":0.32839998602867126},{"id":"https://openalex.org/C108207678","wikidata":"https://www.wikidata.org/wiki/Q689216","display_name":"Geocast","level":5,"score":0.31679999828338623},{"id":"https://openalex.org/C2779481623","wikidata":"https://www.wikidata.org/wiki/Q4115986","display_name":"Disaster area","level":2,"score":0.3066999912261963},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.30550000071525574},{"id":"https://openalex.org/C2781307350","wikidata":"https://www.wikidata.org/wiki/Q6887221","display_name":"Mobile radio","level":2,"score":0.29589998722076416},{"id":"https://openalex.org/C160403385","wikidata":"https://www.wikidata.org/wiki/Q220543","display_name":"Queue","level":2,"score":0.29490000009536743},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.2888000011444092},{"id":"https://openalex.org/C192126672","wikidata":"https://www.wikidata.org/wiki/Q1068715","display_name":"Telecommunications network","level":2,"score":0.2858999967575073},{"id":"https://openalex.org/C95491727","wikidata":"https://www.wikidata.org/wiki/Q992968","display_name":"Mobile telephony","level":3,"score":0.2827000021934509},{"id":"https://openalex.org/C2781235140","wikidata":"https://www.wikidata.org/wiki/Q275131","display_name":"Scratch","level":2,"score":0.2800000011920929},{"id":"https://openalex.org/C191485582","wikidata":"https://www.wikidata.org/wiki/Q6887309","display_name":"Mobility model","level":2,"score":0.26969999074935913},{"id":"https://openalex.org/C204739117","wikidata":"https://www.wikidata.org/wiki/Q1368373","display_name":"Optimized Link State Routing Protocol","level":4,"score":0.26190000772476196},{"id":"https://openalex.org/C53264328","wikidata":"https://www.wikidata.org/wiki/Q55320","display_name":"Delay-tolerant networking","level":5,"score":0.25609999895095825}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-032-27317-8_48","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-27317-8_48","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6657418012619019,"id":"https://metadata.un.org/sdg/13","display_name":"Climate action"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":9,"referenced_works":["https://openalex.org/W1745205774","https://openalex.org/W1972606191","https://openalex.org/W2011943106","https://openalex.org/W2089569690","https://openalex.org/W2091169407","https://openalex.org/W3188988717","https://openalex.org/W4404630438","https://openalex.org/W4405398915","https://openalex.org/W4406034497"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-05-31T06:10:14.724740","created_date":"2026-05-30T00:00:00"}