{"id":"https://openalex.org/W4391266892","doi":"https://doi.org/10.1109/coginfocom59411.2023.10397478","title":"Fourier Transformation and Unsupervised Learning for Extracting Hydrogeological Information from Time Series Data","display_name":"Fourier Transformation and Unsupervised Learning for Extracting Hydrogeological Information from Time Series Data","publication_year":2023,"publication_date":"2023-09-22","ids":{"openalex":"https://openalex.org/W4391266892","doi":"https://doi.org/10.1109/coginfocom59411.2023.10397478"},"language":"en","primary_location":{"id":"doi:10.1109/coginfocom59411.2023.10397478","is_oa":false,"landing_page_url":"https://doi.org/10.1109/coginfocom59411.2023.10397478","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 14th IEEE International Conference on Cognitive Infocommunications (CogInfoCom)","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/A5075870870","display_name":"Norbert P\u00e9ter Szab\u00f3","orcid":"https://orcid.org/0000-0003-4331-5603"},"institutions":[{"id":"https://openalex.org/I20230540","display_name":"University of Miskolc","ror":"https://ror.org/038g7dk46","country_code":"HU","type":"education","lineage":["https://openalex.org/I20230540"]}],"countries":["HU"],"is_corresponding":true,"raw_author_name":"Norbert P\u00e9ter Szab\u00f3","raw_affiliation_strings":["Institute of Exploration Geosciences, University of Miskolc,Miskolc,Hungary","Institute of Exploration Geosciences, University of Miskolc, Miskolc, Hungary"],"affiliations":[{"raw_affiliation_string":"Institute of Exploration Geosciences, University of Miskolc,Miskolc,Hungary","institution_ids":["https://openalex.org/I20230540"]},{"raw_affiliation_string":"Institute of Exploration Geosciences, University of Miskolc, Miskolc, Hungary","institution_ids":["https://openalex.org/I20230540"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007225678","display_name":"Csaba Ily\u00e9s","orcid":"https://orcid.org/0000-0002-5328-8023"},"institutions":[{"id":"https://openalex.org/I20230540","display_name":"University of Miskolc","ror":"https://ror.org/038g7dk46","country_code":"HU","type":"education","lineage":["https://openalex.org/I20230540"]}],"countries":["HU"],"is_corresponding":false,"raw_author_name":"Csaba Ily\u00e9s","raw_affiliation_strings":["Institute of Water Res. and Environmental Management, University of Miskolc,Miskolc,Hungary","Institute of Water Res. and Environmental Management, University of Miskolc, Miskolc, Hungary"],"affiliations":[{"raw_affiliation_string":"Institute of Water Res. and Environmental Management, University of Miskolc,Miskolc,Hungary","institution_ids":["https://openalex.org/I20230540"]},{"raw_affiliation_string":"Institute of Water Res. and Environmental Management, University of Miskolc, Miskolc, Hungary","institution_ids":["https://openalex.org/I20230540"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045581209","display_name":"E. Turai","orcid":"https://orcid.org/0000-0003-1893-3717"},"institutions":[{"id":"https://openalex.org/I20230540","display_name":"University of Miskolc","ror":"https://ror.org/038g7dk46","country_code":"HU","type":"education","lineage":["https://openalex.org/I20230540"]}],"countries":["HU"],"is_corresponding":false,"raw_author_name":"Endre Turai","raw_affiliation_strings":["Institute of Exploration Geosciences, University of Miskolc,Miskolc,Hungary","Institute of Exploration Geosciences, University of Miskolc, Miskolc, Hungary"],"affiliations":[{"raw_affiliation_string":"Institute of Exploration Geosciences, University of Miskolc,Miskolc,Hungary","institution_ids":["https://openalex.org/I20230540"]},{"raw_affiliation_string":"Institute of Exploration Geosciences, University of Miskolc, Miskolc, Hungary","institution_ids":["https://openalex.org/I20230540"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056753793","display_name":"M. Dobr\u00f3ka","orcid":"https://orcid.org/0000-0003-3956-2070"},"institutions":[{"id":"https://openalex.org/I20230540","display_name":"University of Miskolc","ror":"https://ror.org/038g7dk46","country_code":"HU","type":"education","lineage":["https://openalex.org/I20230540"]}],"countries":["HU"],"is_corresponding":false,"raw_author_name":"Mih\u00e1ly Dobr\u00f3ka","raw_affiliation_strings":["Institute of Exploration Geosciences, University of Miskolc,Miskolc,Hungary","Institute of Exploration Geosciences, University of Miskolc, Miskolc, Hungary"],"affiliations":[{"raw_affiliation_string":"Institute of Exploration Geosciences, University of Miskolc,Miskolc,Hungary","institution_ids":["https://openalex.org/I20230540"]},{"raw_affiliation_string":"Institute of Exploration Geosciences, University of Miskolc, Miskolc, Hungary","institution_ids":["https://openalex.org/I20230540"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079832590","display_name":"Roland Kilik","orcid":"https://orcid.org/0000-0003-2110-7029"},"institutions":[{"id":"https://openalex.org/I20230540","display_name":"University of Miskolc","ror":"https://ror.org/038g7dk46","country_code":"HU","type":"education","lineage":["https://openalex.org/I20230540"]}],"countries":["HU"],"is_corresponding":false,"raw_author_name":"Roland Kilik","raw_affiliation_strings":["Institute of Exploration Geosciences, University of Miskolc,Miskolc,Hungary","Institute of Exploration Geosciences, University of Miskolc, Miskolc, Hungary"],"affiliations":[{"raw_affiliation_string":"Institute of Exploration Geosciences, University of Miskolc,Miskolc,Hungary","institution_ids":["https://openalex.org/I20230540"]},{"raw_affiliation_string":"Institute of Exploration Geosciences, University of Miskolc, Miskolc, Hungary","institution_ids":["https://openalex.org/I20230540"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046328126","display_name":"Rita Mikl\u00f3s","orcid":"https://orcid.org/0009-0003-9723-1795"},"institutions":[{"id":"https://openalex.org/I20230540","display_name":"University of Miskolc","ror":"https://ror.org/038g7dk46","country_code":"HU","type":"education","lineage":["https://openalex.org/I20230540"]}],"countries":["HU"],"is_corresponding":false,"raw_author_name":"Rita Mikl\u00f3s","raw_affiliation_strings":["Institute of Water Res. and Environmental Management, University of Miskolc,Miskolc,Hungary","Institute of Water Res. and Environmental Management, University of Miskolc, Miskolc, Hungary"],"affiliations":[{"raw_affiliation_string":"Institute of Water Res. and Environmental Management, University of Miskolc,Miskolc,Hungary","institution_ids":["https://openalex.org/I20230540"]},{"raw_affiliation_string":"Institute of Water Res. and Environmental Management, University of Miskolc, Miskolc, Hungary","institution_ids":["https://openalex.org/I20230540"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014383823","display_name":"Mohamed Hamdy Eid","orcid":"https://orcid.org/0000-0002-3383-1826"},"institutions":[{"id":"https://openalex.org/I20230540","display_name":"University of Miskolc","ror":"https://ror.org/038g7dk46","country_code":"HU","type":"education","lineage":["https://openalex.org/I20230540"]}],"countries":["HU"],"is_corresponding":false,"raw_author_name":"Mohamed Hamdy Eid","raw_affiliation_strings":["Institute of Water Res. and Environmental Management, University of Miskolc,Miskolc,Hungary","Institute of Water Res. and Environmental Management, University of Miskolc, Miskolc, Hungary"],"affiliations":[{"raw_affiliation_string":"Institute of Water Res. and Environmental Management, University of Miskolc,Miskolc,Hungary","institution_ids":["https://openalex.org/I20230540"]},{"raw_affiliation_string":"Institute of Water Res. and Environmental Management, University of Miskolc, Miskolc, Hungary","institution_ids":["https://openalex.org/I20230540"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5083774590","display_name":"P\u00e9ter Sz\u0171cs","orcid":"https://orcid.org/0000-0003-4635-6427"},"institutions":[{"id":"https://openalex.org/I20230540","display_name":"University of Miskolc","ror":"https://ror.org/038g7dk46","country_code":"HU","type":"education","lineage":["https://openalex.org/I20230540"]}],"countries":["HU"],"is_corresponding":false,"raw_author_name":"P\u00e9ter Sz\u00fccs","raw_affiliation_strings":["Institute of Water Res. and Environmental Management, University of Miskolc,Miskolc,Hungary","Institute of Water Res. and Environmental Management, University of Miskolc, Miskolc, Hungary"],"affiliations":[{"raw_affiliation_string":"Institute of Water Res. and Environmental Management, University of Miskolc,Miskolc,Hungary","institution_ids":["https://openalex.org/I20230540"]},{"raw_affiliation_string":"Institute of Water Res. and Environmental Management, University of Miskolc, Miskolc, Hungary","institution_ids":["https://openalex.org/I20230540"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5075870870"],"corresponding_institution_ids":["https://openalex.org/I20230540"],"apc_list":null,"apc_paid":null,"fwci":1.0184,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.75674123,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"000019","last_page":"000024"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11801","display_name":"Reservoir Engineering and Simulation Methods","score":0.9940000176429749,"subfield":{"id":"https://openalex.org/subfields/2212","display_name":"Ocean Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11801","display_name":"Reservoir Engineering and Simulation Methods","score":0.9940000176429749,"subfield":{"id":"https://openalex.org/subfields/2212","display_name":"Ocean Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11490","display_name":"Hydrological Forecasting Using AI","score":0.9922999739646912,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T13650","display_name":"Computational Physics and Python Applications","score":0.9824000000953674,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6716830134391785},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.5965235829353333},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5686303377151489},{"id":"https://openalex.org/keywords/hydrogeology","display_name":"Hydrogeology","score":0.5518355369567871},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5222702622413635},{"id":"https://openalex.org/keywords/computational-intelligence","display_name":"Computational intelligence","score":0.51242595911026},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4968138039112091},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4640898108482361},{"id":"https://openalex.org/keywords/transformation","display_name":"Transformation (genetics)","score":0.4371494650840759},{"id":"https://openalex.org/keywords/extreme-learning-machine","display_name":"Extreme learning machine","score":0.4331565797328949},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1635299026966095},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.11257672309875488}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6716830134391785},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.5965235829353333},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5686303377151489},{"id":"https://openalex.org/C33556824","wikidata":"https://www.wikidata.org/wiki/Q179509","display_name":"Hydrogeology","level":2,"score":0.5518355369567871},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5222702622413635},{"id":"https://openalex.org/C139502532","wikidata":"https://www.wikidata.org/wiki/Q1122090","display_name":"Computational intelligence","level":2,"score":0.51242595911026},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4968138039112091},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4640898108482361},{"id":"https://openalex.org/C204241405","wikidata":"https://www.wikidata.org/wiki/Q461499","display_name":"Transformation (genetics)","level":3,"score":0.4371494650840759},{"id":"https://openalex.org/C2780150128","wikidata":"https://www.wikidata.org/wiki/Q21948731","display_name":"Extreme learning machine","level":3,"score":0.4331565797328949},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1635299026966095},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.11257672309875488},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C187320778","wikidata":"https://www.wikidata.org/wiki/Q1349130","display_name":"Geotechnical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/coginfocom59411.2023.10397478","is_oa":false,"landing_page_url":"https://doi.org/10.1109/coginfocom59411.2023.10397478","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 14th IEEE International Conference on Cognitive Infocommunications (CogInfoCom)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Climate action","id":"https://metadata.un.org/sdg/13","score":0.41999998688697815}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W202321123","https://openalex.org/W562964641","https://openalex.org/W648410596","https://openalex.org/W1997781443","https://openalex.org/W2027432221","https://openalex.org/W2054188949","https://openalex.org/W2099647380","https://openalex.org/W2118619125","https://openalex.org/W2123319948","https://openalex.org/W2152195021","https://openalex.org/W2327465806","https://openalex.org/W2463089998","https://openalex.org/W2586642757","https://openalex.org/W2733667422","https://openalex.org/W2920867249","https://openalex.org/W3135177687","https://openalex.org/W3194337676","https://openalex.org/W3217284214","https://openalex.org/W4214677270","https://openalex.org/W4243794628","https://openalex.org/W4302422232","https://openalex.org/W4312072267","https://openalex.org/W4367692489","https://openalex.org/W6682873932","https://openalex.org/W6741428533"],"related_works":["https://openalex.org/W2067443264","https://openalex.org/W31566076","https://openalex.org/W4297902562","https://openalex.org/W2741186499","https://openalex.org/W2804652951","https://openalex.org/W2556335056","https://openalex.org/W2002678693","https://openalex.org/W1584764049","https://openalex.org/W2743832667","https://openalex.org/W1993717606"],"abstract_inverted_index":{"Cognitive":[0],"sciences":[1],"related":[2],"to":[3,54],"hydrogeological":[4],"studies":[5],"represent":[6],"interdisciplinary":[7],"approaches":[8],"using":[9,143],"computer":[10],"science,":[11,74],"artificial":[12,38,183],"intelligence,":[13],"and":[14,32,61,123,126,150,159,181],"anthropology.":[15],"Several":[16],"mathematical":[17],"methods":[18,185],"of":[19,29,56,66,80,96,107,129,132,137,146,161,187,195],"machine":[20],"learning":[21,49],"can":[22,165,175],"be":[23,166,176],"fruitfully":[24],"used":[25],"in":[26,62,77,83,87,111],"the":[27,63,78,84,112,144,157,162,169,173,193,201],"understanding":[28],"groundwater":[30],"systems":[31],"structures":[33],"such":[34],"as":[35,47,70,92,94],"evolutionary":[36],"computation,":[37],"neural":[39],"networks,":[40],"global":[41],"optimization":[42],"methods.":[43],"Non-hierarchical":[44],"cluster":[45,152],"analysis":[46,91,110,149],"unsupervised":[48],"tool":[50],"is":[51,101],"frequently":[52],"applied":[53,180],"identification":[55],"water-bearing":[57],"formations,":[58],"rock":[59],"typing":[60],"hydraulic":[64],"characterization":[65],"aquifer":[67],"systems.":[68],"Hydrology,":[69],"a":[71,127],"quantitative":[72],"earth":[73],"uses":[75],"them":[76],"processing":[79],"data":[81,174],"collected":[82],"field,":[85],"e.g.,":[86],"inverse":[88],"modeling,":[89],"statistical":[90],"well":[93],"description":[95],"long-term":[97],"dynamic":[98],"processes.":[99],"It":[100],"presented":[102],"through":[103],"an":[104],"Egyptian":[105],"example":[106],"water":[108,138],"level":[109,139],"article,":[113],"they":[114],"are":[115,141,186],"also":[116],"suitable":[117],"for":[118],"describing":[119],"past":[120],"processes,":[121],"climate":[122],"anthropogenic":[124],"effects,":[125],"kind":[128],"future":[130],"prediction":[131],"climatic":[133],"impact.":[134],"Time":[135],"cycles":[136],"change":[140],"extracted":[142],"combination":[145],"improved":[147],"Fourier":[148],"multivariate":[151],"analysis.":[153],"With":[154],"their":[155],"help,":[156],"accuracy":[158],"reliability":[160],"estimation":[163],"results":[164],"increased,":[167],"or":[168],"extreme":[170,196],"noises":[171],"contaminating":[172],"effectively":[177],"suppressed.":[178],"The":[179],"other":[182],"intelligence":[184],"particularly":[188],"important":[189],"today":[190],"when":[191],"analyzing":[192],"effects":[194],"weather":[197],"conditions":[198],"all":[199],"over":[200],"world.":[202]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":3}],"updated_date":"2026-01-25T23:04:38.658462","created_date":"2025-10-10T00:00:00"}