{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,25]],"date-time":"2025-03-25T14:28:23Z","timestamp":1742912903758,"version":"3.40.3"},"publisher-location":"Cham","reference-count":25,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783030614003"},{"type":"electronic","value":"9783030614010"}],"license":[{"start":{"date-parts":[[2020,1,1]],"date-time":"2020-01-01T00:00:00Z","timestamp":1577836800000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"},{"start":{"date-parts":[[2020,1,1]],"date-time":"2020-01-01T00:00:00Z","timestamp":1577836800000},"content-version":"vor","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2020]]},"DOI":"10.1007\/978-3-030-61401-0_31","type":"book-chapter","created":{"date-parts":[[2020,10,20]],"date-time":"2020-10-20T09:03:04Z","timestamp":1603184584000},"page":"326-337","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":5,"title":["Application of Time Series Analysis and Forecasting Methods for Enterprise Decision-Management"],"prefix":"10.1007","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-5275-7628","authenticated-orcid":false,"given":"Anton","family":"Romanov","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-5718-8732","authenticated-orcid":false,"given":"Nadezhda","family":"Yarushkina","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0008-5035","authenticated-orcid":false,"given":"Aleksey","family":"Filippov","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2020,10,7]]},"reference":[{"key":"31_CR1","doi-asserted-by":"crossref","unstructured":"Meng, H., Fan, G.: Forecasting of gas supply in self-provided power plant of iron and steel enterprises based on time series. In: IOP Conference Series: Earth and Environmental Science, vol. 227, no. 4, p. 042008. IOP Publishing (2019)","DOI":"10.1088\/1755-1315\/227\/4\/042008"},{"key":"31_CR2","doi-asserted-by":"crossref","unstructured":"Yu, Y., Hao, Q., Hao, P.: The research and application of enterprises\u2019 dynamic risk monitoring and assessment model based on related time series. In 2017 Chinese Automation Congress (CAC), pp. 7407\u20137410. IEEE (2017)","DOI":"10.1109\/CAC.2017.8244116"},{"key":"31_CR3","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"74","DOI":"10.1007\/978-3-030-20521-8_7","volume-title":"Advances in Computational Intelligence","author":"K Ravikumar","year":"2019","unstructured":"Ravikumar, K., Kumar, K., Thokala, N., Chandra, M.G.: Enterprise system response time prediction using non-stationary function approximations. In: Rojas, I., Joya, G., Catala, A. (eds.) IWANN 2019. LNCS, vol. 11506, pp. 74\u201387. Springer, Cham (2019). \nhttps:\/\/doi.org\/10.1007\/978-3-030-20521-8_7"},{"key":"31_CR4","doi-asserted-by":"publisher","first-page":"203","DOI":"10.1016\/j.apenergy.2016.11.039","volume":"187","author":"MJ Li","year":"2017","unstructured":"Li, M.J., Tao, W.Q.: Review of methodologies and polices for evaluation of energy efficiency in high energy-consuming industry. Appl. Energy 187, 203\u2013215 (2017)","journal-title":"Appl. Energy"},{"key":"31_CR5","doi-asserted-by":"crossref","unstructured":"Isnaini, W., Sudiarso, A.: Demand forecasting in Small and Medium Enterprises (SMEs) ED Aluminium Yogyakarta using causal, time series, and combined causal-time series approaches. In: MATEC Web of Conferences, vol. 204, p. 01004. EDP Sciences (2018)","DOI":"10.1051\/matecconf\/201820401004"},{"key":"31_CR6","doi-asserted-by":"publisher","first-page":"39","DOI":"10.1016\/j.dss.2014.09.002","volume":"68","author":"JA Alalwan","year":"2014","unstructured":"Alalwan, J.A., Thomas, M.A., Roland Weistroffer, H.: Decision support capabilities of enterprise content management systems: an empirical investigation. Decis. Support Syst. 68, 39\u201348 (2014)","journal-title":"Decis. Support Syst."},{"key":"31_CR7","series-title":"Advances in Intelligent Systems and Computing","doi-asserted-by":"publisher","first-page":"541","DOI":"10.1007\/978-3-319-70833-1_44","volume-title":"ROBOT 2017: Third Iberian Robotics Conference","author":"P Tavares","year":"2018","unstructured":"Tavares, P., Silva, J.A., Costa, P., Veiga, G., Moreira, A.P.: Flexible work cell simulator using digital twin methodology for highly complex systems in industry 4.0. In: Ollero, A., Sanfeliu, A., Montano, L., Lau, N., Cardeira, C. (eds.) ROBOT 2017. AISC, vol. 693, pp. 541\u2013552. Springer, Cham (2018). \nhttps:\/\/doi.org\/10.1007\/978-3-319-70833-1_44"},{"issue":"4","key":"31_CR8","doi-asserted-by":"publisher","first-page":"83","DOI":"10.1109\/2.53","volume":"21","author":"LA Zadeh","year":"1988","unstructured":"Zadeh, L.A.: Fuzzy logic. Computer 21(4), 83\u201393 (1988)","journal-title":"Computer"},{"key":"31_CR9","doi-asserted-by":"publisher","first-page":"447","DOI":"10.1016\/j.patrec.2005.09.007","volume":"27","author":"M Sarkar","year":"2006","unstructured":"Sarkar, M.: Ruggedness measures of medical time series using fuzzy-rough sets and fractals. Pattern Recogn. Lett. Arch. 27, 447\u2013454 (2006)","journal-title":"Pattern Recogn. Lett. Arch."},{"key":"31_CR10","doi-asserted-by":"publisher","first-page":"217","DOI":"10.1016\/S0165-0114(97)00121-8","volume":"100","author":"JR Hwang","year":"1998","unstructured":"Hwang, J.R., Chen, S.M., Lee, C.H.: Handling forecasting problems using fuzzy time series. Fuzzy Sets Syst. 100, 217\u2013228 (1998)","journal-title":"Fuzzy Sets Syst."},{"key":"31_CR11","doi-asserted-by":"publisher","first-page":"1119","DOI":"10.1016\/j.ijar.2016.07.006","volume":"78","author":"V Novak","year":"2016","unstructured":"Novak, V.: Mining information from time series in the form of sentences of natural language. Int. J. Approximate Reasoning 78, 1119\u20131125 (2016)","journal-title":"Int. J. Approximate Reasoning"},{"key":"31_CR12","doi-asserted-by":"publisher","first-page":"5816","DOI":"10.1016\/j.eswa.2010.10.049","volume":"38\u20135","author":"NS Bajestani","year":"2011","unstructured":"Bajestani, N.S., Zare, A.: Forecasting TAIEX using improved type 2 fuzzy time series. Expert Syst. Appl. 38\u20135, 5816\u20135821 (2011)","journal-title":"Expert Syst. Appl."},{"issue":"2","key":"31_CR13","doi-asserted-by":"publisher","first-page":"117","DOI":"10.1109\/91.995115","volume":"10","author":"JM Mendel","year":"2002","unstructured":"Mendel, J.M., John, R.I.B.: Type-2 fuzzy sets made simple. IEEE Trans. Fuzzy Syst. 10(2), 117\u2013127 (2002)","journal-title":"IEEE Trans. Fuzzy Syst."},{"key":"31_CR14","unstructured":"Herbst, G., Bocklish, S.F.: Online Recognition of fuzzy time series patterns. In: 2009 International Fuzzy Systems Association World Congress and 2009 European Society for Fuzzy (2009)"},{"key":"31_CR15","unstructured":"Kacprzyk, J., Wilbik, A. (2009). Using Fuzzy Linguistic summaries for the comparison of time series. In: 2009 International Fuzzy Systems Association World Congress and 2009 European Society for Fuzzy Logic (2009)"},{"key":"31_CR16","doi-asserted-by":"crossref","unstructured":"Pedrycz, W., Chen, S.M.: Time Series Analysis, Modeling and Applications: A Computational Intelligence Perspective (e-book Google) Intelligent Systems Reference Library, vol. 47, p. 404 (2013)","DOI":"10.1007\/978-3-642-33439-9"},{"key":"31_CR17","unstructured":"SMAPE criterion by Computational Intelligence in Forecasting (CIF). \nhttp:\/\/irafm.osu.cz\/cif\/main.php"},{"key":"31_CR18","doi-asserted-by":"publisher","unstructured":"Castillo-Ortega, R., Marin, N., Sanchez, D., Tettamanzi, A.: Linguistic summarization of time series data using genetic algorithms. In: Proceedings of the 7th Conference of the European Society for Fuzzy Logic and Technology (EUSFLAT-11) (2011). \nhttps:\/\/doi.org\/10.2991\/eusflat.2011.145","DOI":"10.2991\/eusflat.2011.145"},{"key":"31_CR19","doi-asserted-by":"publisher","DOI":"10.1007\/978-0-387-39940-9_1318","volume-title":"Entry in the Encyclopedia of Database Systems","author":"T Gruber","year":"2009","unstructured":"Gruber, T.: Ontology. In: Liu, L., Ozsu, M.T. (eds.) Entry in the Encyclopedia of Database Systems. Springer, Boston (2009). \nhttps:\/\/doi.org\/10.1007\/978-0-387-39940-9_1318"},{"key":"31_CR20","doi-asserted-by":"publisher","unstructured":"Guarino, N., Musen, M.A.: Ten Years of Applied Ontology: Applied Ontology. 10, 169\u2013170 (2015). \nhttps:\/\/doi.org\/10.3233\/AO-150160","DOI":"10.3233\/AO-150160"},{"key":"31_CR21","unstructured":"Baader, F., Calvanese, D., McGuinness, D., Nardi, D., Patel-Schneider, P.F.: The Description Logic Handbook: Theory, Implementation, and Applications. Cambridge University Press (2003)"},{"key":"31_CR22","series-title":"Lecture Notes in Computer Science (Lecture Notes in Artificial Intelligence)","doi-asserted-by":"publisher","first-page":"19","DOI":"10.1007\/10983652_3","volume-title":"Fuzzy Logic and Applications","author":"PA Bonatti","year":"2006","unstructured":"Bonatti, P.A., Tettamanzi, A.G.B.: Some complexity results on fuzzy description logics. In: Di Ges\u00fa, V., Masulli, F., Petrosino, A. (eds.) WILF 2003. LNCS (LNAI), vol. 2955, pp. 19\u201324. Springer, Heidelberg (2006). \nhttps:\/\/doi.org\/10.1007\/10983652_3"},{"key":"31_CR23","doi-asserted-by":"crossref","unstructured":"Grosof, B., Horrocks, I., Volz, R., Decker, S.: Description logic programs: combining logic programs with description logics. In: Proceedings of WWW 2003, Budapest, Hungary, May 2003, pp. 48\u201357. ACM (2003)","DOI":"10.2139\/ssrn.460986"},{"key":"31_CR24","unstructured":"SWRL: A Semantic Web Rule Language Combining OWL and RuleML. \nhttps:\/\/www.w3.org\/Submission\/SWRL\/"},{"key":"31_CR25","unstructured":"O\u2019Connor, M.J., Das, A.: SQWRL: a query language for OWL: OWL: experiences and directions (OWLED). In: 6th International Workshop, Chantilly, VA (2009)"}],"container-title":["Lecture Notes in Computer Science","Artificial Intelligence and Soft Computing"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-030-61401-0_31","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2020,10,20]],"date-time":"2020-10-20T09:29:42Z","timestamp":1603186182000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-030-61401-0_31"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2020]]},"ISBN":["9783030614003","9783030614010"],"references-count":25,"URL":"https:\/\/doi.org\/10.1007\/978-3-030-61401-0_31","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2020]]},"assertion":[{"value":"7 October 2020","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"ICAISC","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Artificial Intelligence and Soft Computing","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Zakopane","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Poland","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2020","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"12 October 2020","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"14 October 2020","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"19","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"icaisc2020","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"http:\/\/www.icaisc.eu\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}