{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,23]],"date-time":"2026-03-23T10:48:16Z","timestamp":1774262896819,"version":"3.50.1"},"publisher-location":"Cham","reference-count":31,"publisher":"Springer International Publishing","isbn-type":[{"value":"9783319239811","type":"print"},{"value":"9783319239835","type":"electronic"}],"license":[{"start":{"date-parts":[[2015,1,1]],"date-time":"2015-01-01T00:00:00Z","timestamp":1420070400000},"content-version":"unspecified","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2015]]},"DOI":"10.1007\/978-3-319-23983-5_31","type":"book-chapter","created":{"date-parts":[[2015,9,28]],"date-time":"2015-09-28T14:56:04Z","timestamp":1443452164000},"page":"337-346","source":"Crossref","is-referenced-by-count":16,"title":["Intuitionistic Fuzzy Neural Network: The Case of Credit Scoring Using Text Information"],"prefix":"10.1007","author":[{"given":"Petr","family":"H\u00e1jek","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Vladim\u00edr","family":"Olej","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2015,10,22]]},"reference":[{"issue":"5","key":"31_CR1","doi-asserted-by":"publisher","first-page":"535","DOI":"10.1109\/91.873577","volume":"8","author":"Q Liang","year":"2000","unstructured":"Liang, Q., Mendel, J.M.: Interval Type-2 Fuzzy Logic Systems: Theory and Design. IEEE Transactions on Fuzzy Systems 8(5), 535\u2013550 (2000)","journal-title":"IEEE Transactions on Fuzzy Systems"},{"issue":"3","key":"31_CR2","doi-asserted-by":"publisher","first-page":"4","DOI":"10.1109\/MCI.2012.2200621","volume":"7","author":"H Hagras","year":"2012","unstructured":"Hagras, H., Wagner, C.: Towards the Widespread Use of Type-2 Fuzzy Logic Systems in Real World Applications. IEEE Computational Intelligence Magazine 7(3), 4\u201324 (2012)","journal-title":"IEEE Computational Intelligence Magazine"},{"key":"31_CR3","doi-asserted-by":"publisher","first-page":"139","DOI":"10.1016\/j.eswa.2007.09.034","volume":"36","author":"F Zarandi","year":"2009","unstructured":"Zarandi, F., et al.: A Type-2 Fuzzy Rules-based Expert System Model for Stock Price Analysis. Expert Systems with Applications 36, 139\u2013154 (2009)","journal-title":"Expert Systems with Applications"},{"issue":"6","key":"31_CR4","doi-asserted-by":"publisher","first-page":"808","DOI":"10.1109\/TFUZZ.2006.879986","volume":"14","author":"JM Mendel","year":"2006","unstructured":"Mendel, J.M.: Interval Type-2 Fuzzy Logic Systems Made Simple. IEEE Transactions on Fuzzy Systems 14(6), 808\u2013821 (2006)","journal-title":"IEEE Transactions on Fuzzy Systems"},{"key":"31_CR5","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1007\/978-3-642-15819-3_1","volume-title":"Artificial Neural Networks \u2013 ICANN 2010","author":"V Olej","year":"2010","unstructured":"Olej, V., H\u00e1jek, P.: IF-Inference systems design for prediction of ozone time series: the case of pardubice micro-region. In: Diamantaras, K., Duch, W., Iliadis, L.S. (eds.) ICANN 2010, Part I. LNCS, vol. 6352, pp. 1\u201311. Springer, Heidelberg (2010)"},{"key":"31_CR6","series-title":"IFIP Advances in Information and Communication Technology","doi-asserted-by":"publisher","first-page":"92","DOI":"10.1007\/978-3-642-23960-1_11","volume-title":"Artificial Intelligence Applications and Innovations","author":"V Olej","year":"2011","unstructured":"Olej, V., H\u00e1jek, P.: Comparison of fuzzy operators for if-inference systems of takagi-sugeno type in ozone prediction. In: Iliadis, L., Maglogiannis, I., Papadopoulos, H. (eds.) EANN\/AIAI 2011, Part II. IFIP AICT, vol. 364, pp. 92\u201397. Springer, Heidelberg (2011)"},{"key":"31_CR7","series-title":"IFIP Advances in Information and Communication Technology","doi-asserted-by":"publisher","first-page":"206","DOI":"10.1007\/978-3-642-33409-2_22","volume-title":"Artificial Intelligence Applications and Innovations","author":"P H\u00e1jek","year":"2012","unstructured":"H\u00e1jek, P., Olej, V.: Adaptive intuitionistic fuzzy inference systems of takagi-sugeno type for regression problems. In: Iliadis, L., Maglogiannis, I., Papadopoulos, H. (eds.) Artificial Intelligence Applications and Innovations. IFIP AICT, vol. 381, pp. 206\u2013216. Springer, Heidelberg (2012)"},{"key":"31_CR8","doi-asserted-by":"crossref","unstructured":"H\u00e1jek, P., Olej, V.: Defuzzification methods in intuitionistic fuzzy inference systems of takagi-sugeno type. The case of corporate bankruptcy prediction. In: The 11th Int. Conf. on on Fuzzy Systems and Knowledge Discovery (FSKD 2014), Xiamen, China, pp. 240\u2013244 (2014)","DOI":"10.1109\/FSKD.2014.6980838"},{"issue":"3","key":"31_CR9","doi-asserted-by":"publisher","first-page":"665","DOI":"10.1109\/21.256541","volume":"23","author":"J Shing","year":"1993","unstructured":"Shing, J., Jang, R.: ANFIS: Adaptive Network Based Fuzzy Inference System. IEEE Transactions on Systems, Man, and Cybernetics 23(3), 665\u2013685 (1993)","journal-title":"IEEE Transactions on Systems, Man, and Cybernetics"},{"issue":"11","key":"31_CR10","first-page":"6","volume":"2","author":"C Loganathan","year":"2013","unstructured":"Loganathan, C., Girija, K.V.: Hybrid Learning for Adaptive Neuro Fuzzy Inference System. International Journal of Engineering and Science 2(11), 6\u201313 (2013)","journal-title":"International Journal of Engineering and Science"},{"key":"31_CR11","doi-asserted-by":"publisher","first-page":"87","DOI":"10.1016\/S0165-0114(86)80034-3","volume":"20","author":"KT Atanassov","year":"1986","unstructured":"Atanassov, K.T.: Intuitionistic Fuzzy Sets. Fuzzy Sets and Systems 20, 87\u201396 (1986)","journal-title":"Fuzzy Sets and Systems"},{"key":"31_CR12","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-7908-1870-3","volume-title":"Intuitionistic Fuzzy Sets","author":"KT Atanassov","year":"1999","unstructured":"Atanassov, K.T.: Intuitionistic Fuzzy Sets. Physica-Verlag, Heidelberg (1999)"},{"key":"31_CR13","unstructured":"Dubois, D., Prade, H.: Interval-valued fuzzy set, possibility theory and imprecise probability. In: Proc. of the Joint 4th Conf. of the European Society for Fuzzy Logic and Technology, EUSFLAT\/ LFA, Barcelona, Spain, pp. 314\u2013319 (2005)"},{"issue":"5","key":"31_CR14","doi-asserted-by":"crossref","first-page":"654","DOI":"10.17485\/ijst\/2014\/v7i5.20","volume":"7","author":"MS Akram","year":"2014","unstructured":"Akram, M.S., et al.: Intuitionistic Fuzzy Logic Control for Washing Machines. Indian Journal of Science and Technology 7(5), 654\u2013661 (2014)","journal-title":"Indian Journal of Science and Technology"},{"issue":"4","key":"31_CR15","doi-asserted-by":"publisher","first-page":"1227","DOI":"10.1016\/j.asoc.2006.01.010","volume":"7","author":"O Castillo","year":"2007","unstructured":"Castillo, O., et al.: An Intuitionistic Fuzzy System for Time Series Analysis in Plant Monitoring and Diagnosis. Applied Soft Computing 7(4), 1227\u20131233 (2007)","journal-title":"Applied Soft Computing"},{"issue":"3","key":"31_CR16","doi-asserted-by":"publisher","first-page":"421","DOI":"10.1007\/s10100-011-0229-0","volume":"20","author":"P H\u00e1jek","year":"2012","unstructured":"H\u00e1jek, P.: Credit Rating Analysis using Adaptive Fuzzy Rule-Based Systems: An Industry Specific Approach. Central European Journal of Operations Research 20(3), 421\u2013434 (2012)","journal-title":"Central European Journal of Operations Research"},{"key":"31_CR17","series-title":"Communications in Computer and Information Science","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1007\/978-3-642-41016-1_1","volume-title":"Engineering Applications of Neural Networks","author":"P H\u00e1jek","year":"2013","unstructured":"H\u00e1jek, P., Olej, V.: Evaluating sentiment in annual reports for financial distress prediction using neural networks and support vector machines. In: Iliadis, L., Papadopoulos, H., Jayne, C. (eds.) EANN 2013, Part II. CCIS, vol. 384, pp. 1\u201310. Springer, Heidelberg (2013)"},{"issue":"2","key":"31_CR18","doi-asserted-by":"publisher","first-page":"137","DOI":"10.1016\/0165-0114(94)90229-1","volume":"61","author":"KT Atanassov","year":"1994","unstructured":"Atanassov, K.T.: New operations defined over the intuitionistic fuzzy sets. Fuzzy Sets and Systems 61(2), 137\u2013142 (1994)","journal-title":"Fuzzy Sets and Systems"},{"issue":"3","key":"31_CR19","doi-asserted-by":"publisher","first-page":"505","DOI":"10.1016\/S0165-0114(98)00244-9","volume":"114","author":"E Szmidt","year":"2000","unstructured":"Szmidt, E., Kacprzyk, J.: Distances between intuitionistic fuzzy sets. Fuzzy Sets and Systems 114(3), 505\u2013518 (2000)","journal-title":"Fuzzy Sets and Systems"},{"key":"31_CR20","doi-asserted-by":"publisher","first-page":"5","DOI":"10.1016\/j.fss.2003.06.007","volume":"143","author":"EP Klement","year":"2004","unstructured":"Klement, E.P., Mesiar, R., Pap, E.: Triangular Norms. Position Paper I: Basic Analytical and Algebraic Properties. Fuzzy Sets and Systems 143, 5\u201326 (2004)","journal-title":"Fuzzy Sets and Systems"},{"key":"31_CR21","unstructured":"Barrenechea, E.: Generalized atanassov\u2019s intuitionistic fuzzy index. Construction Method. In: IFSA-EUSFLAT, Lisbon, pp. 478\u2013482 (2009)"},{"key":"31_CR22","doi-asserted-by":"publisher","first-page":"45","DOI":"10.1109\/TFUZZ.2003.822678","volume":"12","author":"G Deschrijver","year":"2004","unstructured":"Deschrijver, G., Cornelis, C., Kerre, E.: On the Representation of Intuitionistic Fuzzy t-norm and t-conorm. IEEE Transactions on Fuzzy Systems 12, 45\u201361 (2004)","journal-title":"IEEE Transactions on Fuzzy Systems"},{"key":"31_CR23","first-page":"51","volume":"64","author":"P Angelov","year":"1995","unstructured":"Angelov, P.: Crispification: Defuzzification over Intuitionistic Fuzzy Sets. BUSEFAL 64, 51\u201355 (1995)","journal-title":"BUSEFAL"},{"issue":"1","key":"31_CR24","first-page":"10","volume":"7","author":"P Angelov","year":"2001","unstructured":"Angelov, P.: Multi-Objective Optimisation in Air-Conditioning Systems: Comfort\/Discomfort Definition by IF Sets. Notes on Intuitionistic Fuzzy Sets 7(1), 10\u201323 (2001)","journal-title":"Notes on Intuitionistic Fuzzy Sets"},{"key":"31_CR25","doi-asserted-by":"crossref","first-page":"267","DOI":"10.3233\/IFS-1994-2306","volume":"2","author":"S Chiu","year":"1994","unstructured":"Chiu, S.: Fuzzy Model Identification based on Cluster Estimation. Journal of Intelligence and Fuzzy Systems 2, 267\u2013278 (1994)","journal-title":"Journal of Intelligence and Fuzzy Systems"},{"issue":"1","key":"31_CR26","doi-asserted-by":"publisher","first-page":"35","DOI":"10.1111\/j.1540-6261.2010.01625.x","volume":"66","author":"T Loughran","year":"2011","unstructured":"Loughran, T., McDonald, B.: When is a Liability not a Liability? Textual Analysis, Dictionaries, and 10-Ks. The Journal of Finance 66(1), 35\u201365 (2011)","journal-title":"The Journal of Finance"},{"key":"31_CR27","unstructured":"Hall, M.A.: Correlation-based Feature Selection for Machine Learning. Doctoral dissertation, The University of Waikato (1999)"},{"issue":"12","key":"31_CR28","doi-asserted-by":"publisher","first-page":"2185","DOI":"10.1007\/s00500-013-1102-y","volume":"17","author":"D Bernardo","year":"2013","unstructured":"Bernardo, D., Hagras, H., Tsang, E.: A Genetic Type-2 Fuzzy Logic based System for the Generation of Summarised Linguistic Predictive Models for Financial Applications. Soft Computing 17(12), 2185\u20132201 (2013)","journal-title":"Soft Computing"},{"key":"31_CR29","doi-asserted-by":"publisher","first-page":"445","DOI":"10.1016\/j.physa.2004.11.070","volume":"353","author":"K Huarng","year":"2005","unstructured":"Huarng, K., Yu, H.K.: A Type-2 Fuzzy Time Series Model for Stock Index Forecasting. Statistical Mechanics and its Applications 353, 445\u2013462 (2005)","journal-title":"Statistical Mechanics and its Applications"},{"issue":"2","key":"31_CR30","first-page":"71","volume":"9","author":"S Sotirov","year":"2009","unstructured":"Sotirov, S., Atanassov, K.: Intuitionistic fuzzy feed forward neural network. Cybernetics and Information Technologies 9(2), 71\u201376 (2009)","journal-title":"Cybernetics and Information Technologies"},{"key":"31_CR31","doi-asserted-by":"publisher","unstructured":"Chen, L.H., Tu, C.C.: Time-validating-based Atanassov\u2019s Intuitionistic Fuzzy Decision-making. IEEE Transactions on Fuzzy Systems. doi: 10.1109\/TFUZZ.2014.2327989","DOI":"10.1109\/TFUZZ.2014.2327989"}],"container-title":["Communications in Computer and Information Science","Engineering Applications of Neural Networks"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-23983-5_31","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2020,9,8]],"date-time":"2020-09-08T22:49:00Z","timestamp":1599605340000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-319-23983-5_31"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2015]]},"ISBN":["9783319239811","9783319239835"],"references-count":31,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-23983-5_31","relation":{},"ISSN":["1865-0929","1865-0937"],"issn-type":[{"value":"1865-0929","type":"print"},{"value":"1865-0937","type":"electronic"}],"subject":[],"published":{"date-parts":[[2015]]}}}