{"id":"https://openalex.org/W4415160433","doi":"https://doi.org/10.1007/978-3-032-08465-1_3","title":"A New Transformer-Based Hybrid Model to\u00a0Forecast Olive Fruit Fly Using Multimodal Data","display_name":"A New Transformer-Based Hybrid Model to\u00a0Forecast Olive Fruit Fly Using Multimodal Data","publication_year":2025,"publication_date":"2025-10-14","ids":{"openalex":"https://openalex.org/W4415160433","doi":"https://doi.org/10.1007/978-3-032-08465-1_3"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-032-08465-1_3","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-08465-1_3","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/A5020977434","display_name":"A. M. Chac\u00f3n-Maldonado","orcid":"https://orcid.org/0009-0000-4070-1344"},"institutions":[{"id":"https://openalex.org/I95013407","display_name":"Universidad Pablo de Olavide","ror":"https://ror.org/02z749649","country_code":"ES","type":"education","lineage":["https://openalex.org/I95013407"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"A. M. Chac\u00f3n-Maldonado","raw_affiliation_strings":["Data Science and Big Data Lab, Pablo de Olavide University, 41013, Seville, Spain"],"affiliations":[{"raw_affiliation_string":"Data Science and Big Data Lab, Pablo de Olavide University, 41013, Seville, Spain","institution_ids":["https://openalex.org/I95013407"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5119990465","display_name":"N. Mart\u00ednez Van der Looven","orcid":null},"institutions":[{"id":"https://openalex.org/I95013407","display_name":"Universidad Pablo de Olavide","ror":"https://ror.org/02z749649","country_code":"ES","type":"education","lineage":["https://openalex.org/I95013407"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"N. Mart\u00ednez Van der Looven","raw_affiliation_strings":["Data Science and Big Data Lab, Pablo de Olavide University, 41013, Seville, Spain"],"affiliations":[{"raw_affiliation_string":"Data Science and Big Data Lab, Pablo de Olavide University, 41013, Seville, Spain","institution_ids":["https://openalex.org/I95013407"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016492030","display_name":"G. Asencio\u2013Cort\u00e9s","orcid":"https://orcid.org/0000-0003-0874-1826"},"institutions":[{"id":"https://openalex.org/I95013407","display_name":"Universidad Pablo de Olavide","ror":"https://ror.org/02z749649","country_code":"ES","type":"education","lineage":["https://openalex.org/I95013407"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"G. Asencio-Cort\u00e9s","raw_affiliation_strings":["Data Science and Big Data Lab, Pablo de Olavide University, 41013, Seville, Spain"],"affiliations":[{"raw_affiliation_string":"Data Science and Big Data Lab, Pablo de Olavide University, 41013, Seville, Spain","institution_ids":["https://openalex.org/I95013407"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5007453127","display_name":"Alicia Troncoso","orcid":"https://orcid.org/0000-0002-9801-7999"},"institutions":[{"id":"https://openalex.org/I95013407","display_name":"Universidad Pablo de Olavide","ror":"https://ror.org/02z749649","country_code":"ES","type":"education","lineage":["https://openalex.org/I95013407"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"A. Troncoso","raw_affiliation_strings":["Data Science and Big Data Lab, Pablo de Olavide University, 41013, Seville, Spain"],"affiliations":[{"raw_affiliation_string":"Data Science and Big Data Lab, Pablo de Olavide University, 41013, Seville, Spain","institution_ids":["https://openalex.org/I95013407"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5020977434"],"corresponding_institution_ids":["https://openalex.org/I95013407"],"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":0.48204793,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"27","last_page":"38"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10616","display_name":"Smart Agriculture and AI","score":0.9941999912261963,"subfield":{"id":"https://openalex.org/subfields/1110","display_name":"Plant Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T10616","display_name":"Smart Agriculture and AI","score":0.9941999912261963,"subfield":{"id":"https://openalex.org/subfields/1110","display_name":"Plant Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T11750","display_name":"Phytoplasmas and Hemiptera pathogens","score":0.9915000200271606,"subfield":{"id":"https://openalex.org/subfields/1110","display_name":"Plant Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T11796","display_name":"Horticultural and Viticultural Research","score":0.972100019454956,"subfield":{"id":"https://openalex.org/subfields/1110","display_name":"Plant Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.6563000082969666},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.49160000681877136},{"id":"https://openalex.org/keywords/sensor-fusion","display_name":"Sensor fusion","score":0.4851999878883362},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4697999954223633},{"id":"https://openalex.org/keywords/random-forest","display_name":"Random forest","score":0.4553000032901764},{"id":"https://openalex.org/keywords/precision-agriculture","display_name":"Precision agriculture","score":0.40470001101493835},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.39649999141693115},{"id":"https://openalex.org/keywords/time-series","display_name":"Time series","score":0.39419999718666077},{"id":"https://openalex.org/keywords/satellite-imagery","display_name":"Satellite imagery","score":0.3695000112056732}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7958999872207642},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.6563000082969666},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5684999823570251},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5575000047683716},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.49160000681877136},{"id":"https://openalex.org/C33954974","wikidata":"https://www.wikidata.org/wiki/Q486494","display_name":"Sensor fusion","level":2,"score":0.4851999878883362},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4697999954223633},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.4553000032901764},{"id":"https://openalex.org/C120217122","wikidata":"https://www.wikidata.org/wiki/Q740083","display_name":"Precision agriculture","level":3,"score":0.40470001101493835},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.39649999141693115},{"id":"https://openalex.org/C151406439","wikidata":"https://www.wikidata.org/wiki/Q186588","display_name":"Time series","level":2,"score":0.39419999718666077},{"id":"https://openalex.org/C2778102629","wikidata":"https://www.wikidata.org/wiki/Q725252","display_name":"Satellite imagery","level":2,"score":0.3695000112056732},{"id":"https://openalex.org/C113174947","wikidata":"https://www.wikidata.org/wiki/Q2859736","display_name":"Tree (set theory)","level":2,"score":0.3693000078201294},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3610000014305115},{"id":"https://openalex.org/C2988270110","wikidata":"https://www.wikidata.org/wiki/Q17080711","display_name":"Crop management","level":3,"score":0.3553999960422516},{"id":"https://openalex.org/C159620131","wikidata":"https://www.wikidata.org/wiki/Q1938983","display_name":"Spatial analysis","level":2,"score":0.3531999886035919},{"id":"https://openalex.org/C19269812","wikidata":"https://www.wikidata.org/wiki/Q26540","display_name":"Satellite","level":2,"score":0.33640000224113464},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.32820001244544983},{"id":"https://openalex.org/C45804977","wikidata":"https://www.wikidata.org/wiki/Q7239673","display_name":"Predictive modelling","level":2,"score":0.32580000162124634},{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.29499998688697815},{"id":"https://openalex.org/C118518473","wikidata":"https://www.wikidata.org/wiki/Q11451","display_name":"Agriculture","level":2,"score":0.2946000099182129},{"id":"https://openalex.org/C22508944","wikidata":"https://www.wikidata.org/wiki/Q568174","display_name":"PEST analysis","level":2,"score":0.2777000069618225},{"id":"https://openalex.org/C2982736386","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Statistical learning","level":2,"score":0.27079999446868896},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.2621000111103058},{"id":"https://openalex.org/C50897621","wikidata":"https://www.wikidata.org/wiki/Q2665508","display_name":"Hybrid system","level":2,"score":0.258899986743927}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-032-08465-1_3","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-08465-1_3","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":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W3140854437","https://openalex.org/W3206824631","https://openalex.org/W4200362277","https://openalex.org/W4306770082","https://openalex.org/W4379193822","https://openalex.org/W4381487685","https://openalex.org/W4384345640","https://openalex.org/W4390452972","https://openalex.org/W4392559300","https://openalex.org/W4401049397","https://openalex.org/W4403267273","https://openalex.org/W4405328834","https://openalex.org/W4405507492","https://openalex.org/W4406412004","https://openalex.org/W4406431568"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-14T00:00:00"}