{"id":"https://openalex.org/W2412230368","doi":"https://doi.org/10.1007/s13042-016-0548-5","title":"Rainfall and financial forecasting using fuzzy time series and neural networks based model","display_name":"Rainfall and financial forecasting using fuzzy time series and neural networks based model","publication_year":2016,"publication_date":"2016-05-31","ids":{"openalex":"https://openalex.org/W2412230368","doi":"https://doi.org/10.1007/s13042-016-0548-5","mag":"2412230368"},"language":"en","primary_location":{"id":"doi:10.1007/s13042-016-0548-5","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s13042-016-0548-5","pdf_url":null,"source":{"id":"https://openalex.org/S2764999920","display_name":"International Journal of Machine Learning and Cybernetics","issn_l":"1868-8071","issn":["1868-8071","1868-808X"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Machine Learning and Cybernetics","raw_type":"journal-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/A5070176191","display_name":"Pritpal Singh","orcid":"https://orcid.org/0000-0002-0889-6011"},"institutions":[{"id":"https://openalex.org/I33459947","display_name":"Charotar University of Science and Technology","ror":"https://ror.org/0442pkv24","country_code":"IN","type":"education","lineage":["https://openalex.org/I33459947"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Pritpal Singh","raw_affiliation_strings":["Smt. Chandaben Mohanbhai Patel Institute of Computer Applications, CHARUSAT Campus, Anand, 388421, Gujarat, India"],"affiliations":[{"raw_affiliation_string":"Smt. Chandaben Mohanbhai Patel Institute of Computer Applications, CHARUSAT Campus, Anand, 388421, Gujarat, India","institution_ids":["https://openalex.org/I33459947"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5070176191"],"corresponding_institution_ids":["https://openalex.org/I33459947"],"apc_list":{"value":2790,"currency":"EUR","value_usd":3590},"apc_paid":null,"fwci":9.6585,"has_fulltext":false,"cited_by_count":66,"citation_normalized_percentile":{"value":0.9802148,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"9","issue":"3","first_page":"491","last_page":"506"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11326","display_name":"Stock Market Forecasting Methods","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11326","display_name":"Stock Market Forecasting Methods","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11052","display_name":"Energy Load and Power Forecasting","score":0.9965999722480774,"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"}},{"id":"https://openalex.org/T11490","display_name":"Hydrological Forecasting Using AI","score":0.9950000047683716,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/defuzzification","display_name":"Defuzzification","score":0.7756205797195435},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.6759154200553894},{"id":"https://openalex.org/keywords/fuzzy-set","display_name":"Fuzzy set","score":0.5793336629867554},{"id":"https://openalex.org/keywords/series","display_name":"Series (stratigraphy)","score":0.5346091985702515},{"id":"https://openalex.org/keywords/fuzzy-set-operations","display_name":"Fuzzy set operations","score":0.5303828120231628},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5287318229675293},{"id":"https://openalex.org/keywords/time-series","display_name":"Time series","score":0.5158878564834595},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.5121500492095947},{"id":"https://openalex.org/keywords/fuzzy-number","display_name":"Fuzzy number","score":0.49433183670043945},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.4842366874217987},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.47267991304397583},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.44457560777664185},{"id":"https://openalex.org/keywords/computational-intelligence","display_name":"Computational intelligence","score":0.43899375200271606},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.39081183075904846},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3542068600654602},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.28061676025390625}],"concepts":[{"id":"https://openalex.org/C170260401","wikidata":"https://www.wikidata.org/wiki/Q5251735","display_name":"Defuzzification","level":5,"score":0.7756205797195435},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.6759154200553894},{"id":"https://openalex.org/C42011625","wikidata":"https://www.wikidata.org/wiki/Q1055058","display_name":"Fuzzy set","level":3,"score":0.5793336629867554},{"id":"https://openalex.org/C143724316","wikidata":"https://www.wikidata.org/wiki/Q312468","display_name":"Series (stratigraphy)","level":2,"score":0.5346091985702515},{"id":"https://openalex.org/C148671577","wikidata":"https://www.wikidata.org/wiki/Q5511133","display_name":"Fuzzy set operations","level":4,"score":0.5303828120231628},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5287318229675293},{"id":"https://openalex.org/C151406439","wikidata":"https://www.wikidata.org/wiki/Q186588","display_name":"Time series","level":2,"score":0.5158878564834595},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.5121500492095947},{"id":"https://openalex.org/C1883856","wikidata":"https://www.wikidata.org/wiki/Q3407463","display_name":"Fuzzy number","level":4,"score":0.49433183670043945},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.4842366874217987},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.47267991304397583},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.44457560777664185},{"id":"https://openalex.org/C139502532","wikidata":"https://www.wikidata.org/wiki/Q1122090","display_name":"Computational intelligence","level":2,"score":0.43899375200271606},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.39081183075904846},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3542068600654602},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.28061676025390625},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s13042-016-0548-5","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s13042-016-0548-5","pdf_url":null,"source":{"id":"https://openalex.org/S2764999920","display_name":"International Journal of Machine Learning and Cybernetics","issn_l":"1868-8071","issn":["1868-8071","1868-808X"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Machine Learning and Cybernetics","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Climate action","id":"https://metadata.un.org/sdg/13","score":0.8999999761581421}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":66,"referenced_works":["https://openalex.org/W839818706","https://openalex.org/W1202743199","https://openalex.org/W1483718018","https://openalex.org/W1485268022","https://openalex.org/W1971869067","https://openalex.org/W1972392263","https://openalex.org/W1976808519","https://openalex.org/W1979464351","https://openalex.org/W1989173271","https://openalex.org/W1990517717","https://openalex.org/W1993199337","https://openalex.org/W1993503008","https://openalex.org/W1995390392","https://openalex.org/W1997994299","https://openalex.org/W2000868411","https://openalex.org/W2001339767","https://openalex.org/W2001675020","https://openalex.org/W2004018168","https://openalex.org/W2010628845","https://openalex.org/W2014305832","https://openalex.org/W2017812666","https://openalex.org/W2017954768","https://openalex.org/W2024184269","https://openalex.org/W2024850745","https://openalex.org/W2025146580","https://openalex.org/W2027182449","https://openalex.org/W2028465564","https://openalex.org/W2029074121","https://openalex.org/W2035877864","https://openalex.org/W2036881760","https://openalex.org/W2046846589","https://openalex.org/W2048626865","https://openalex.org/W2049995592","https://openalex.org/W2053818835","https://openalex.org/W2056650703","https://openalex.org/W2072301321","https://openalex.org/W2075795701","https://openalex.org/W2079271660","https://openalex.org/W2079503797","https://openalex.org/W2083994973","https://openalex.org/W2085752583","https://openalex.org/W2095306916","https://openalex.org/W2097747115","https://openalex.org/W2099088086","https://openalex.org/W2103666359","https://openalex.org/W2131453387","https://openalex.org/W2142827986","https://openalex.org/W2149159862","https://openalex.org/W2149320615","https://openalex.org/W2157041604","https://openalex.org/W2165934199","https://openalex.org/W2184148260","https://openalex.org/W2192400694","https://openalex.org/W2210303234","https://openalex.org/W2277011713","https://openalex.org/W2283215762","https://openalex.org/W2306303412","https://openalex.org/W2346714907","https://openalex.org/W2484215240","https://openalex.org/W2598771954","https://openalex.org/W2626642010","https://openalex.org/W2764769393","https://openalex.org/W2912565176","https://openalex.org/W3169372665","https://openalex.org/W4211007335","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W2184441312","https://openalex.org/W4388451300","https://openalex.org/W4242970302","https://openalex.org/W2571050636","https://openalex.org/W2060361571","https://openalex.org/W1975005191","https://openalex.org/W3176863924","https://openalex.org/W1485268022","https://openalex.org/W2382615100","https://openalex.org/W4361984403"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":12},{"year":2021,"cited_by_count":7},{"year":2020,"cited_by_count":6},{"year":2019,"cited_by_count":10},{"year":2018,"cited_by_count":9},{"year":2017,"cited_by_count":6},{"year":2016,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
