{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,8,24]],"date-time":"2024-08-24T01:49:40Z","timestamp":1724464180821},"reference-count":51,"publisher":"Springer Science and Business Media LLC","issue":"9","license":[{"start":{"date-parts":[[2018,10,28]],"date-time":"2018-10-28T00:00:00Z","timestamp":1540684800000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"funder":[{"name":"Macau Science and Technology Development Fund<","award":["081\/2015\/A3"]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["61472463","71471060","61772002"],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Science and Technology Research Program of Chongqing Municipal Education Commission","award":["KJ1709221"]}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Int. J. Mach. Learn. & Cyber."],"published-print":{"date-parts":[[2019,9]]},"DOI":"10.1007\/s13042-018-0879-5","type":"journal-article","created":{"date-parts":[[2018,10,27]],"date-time":"2018-10-27T23:49:56Z","timestamp":1540684196000},"page":"2421-2437","update-policy":"http:\/\/dx.doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":30,"title":["Attribute-oriented cognitive concept learning strategy: a multi-level method"],"prefix":"10.1007","volume":"10","author":[{"given":"Bingjiao","family":"Fan","sequence":"first","affiliation":[]},{"given":"Eric C. C.","family":"Tsang","sequence":"additional","affiliation":[]},{"given":"Weihua","family":"Xu","sequence":"additional","affiliation":[]},{"given":"Degang","family":"Chen","sequence":"additional","affiliation":[]},{"given":"Wentao","family":"Li","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2018,10,28]]},"reference":[{"issue":"3","key":"879_CR1","doi-asserted-by":"publisher","first-page":"485","DOI":"10.1017\/S0140525X00070813","volume":"14","author":"GC Agarwal","year":"1991","unstructured":"Agarwal GC (1991) Human cognition is an adaptive process. Behav Brain Sci 14(3):485\u2013486","journal-title":"Behav Brain Sci"},{"key":"879_CR2","doi-asserted-by":"crossref","unstructured":"Bargiela A, Pedrycz W (2006) The roots of granular computing. In: IEEE international conference on granular computing, pp 806\u2013809","DOI":"10.1109\/GRC.2006.1635922"},{"key":"879_CR3","unstructured":"Belohl\u00e1vek R, Baets BD, Outrata J, Vychodil V (2009) Inducing decision trees via concept lattices. In: International conference on concept lattices and their applications, Cla 2007, Montpellier, France, October, DBLP, pp 455\u2013467"},{"key":"879_CR4","doi-asserted-by":"crossref","unstructured":"D\u00fcntsch I, Gediga G (2002) Modal-style operators in qualitative data analysis. In: IEEE international conference on data mining, 2002, ICDM 2003, pp 155\u2013162","DOI":"10.1109\/ICDM.2002.1183898"},{"key":"879_CR5","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-59830-2","volume-title":"Formal concept analysis: mathematical foundations","author":"B Ganter","year":"1999","unstructured":"Ganter B (1999) Formal concept analysis: mathematical foundations. Springer, New York"},{"key":"879_CR6","doi-asserted-by":"publisher","first-page":"218","DOI":"10.1016\/j.ijar.2017.01.009","volume":"83","author":"C Huang","year":"2017","unstructured":"Huang C, Li J, Mei C, Wu WZ (2017) Three-way concept learning based on cognitive operators: an information fusion viewpoint. Int J Approx Reason 83:218\u2013242","journal-title":"Int J Approx Reason"},{"key":"879_CR7","doi-asserted-by":"publisher","first-page":"199","DOI":"10.1016\/j.ins.2017.06.013","volume":"415\u2013416","author":"J Konecny","year":"2017","unstructured":"Konecny J (2017) On attribute reduction in concept lattices: methods based on discernibility matrix are outperformed by basic clarification and reduction. Inf Sci 415\u2013416:199\u2013212","journal-title":"Inf Sci"},{"key":"879_CR8","first-page":"20","volume":"12","author":"CA Kumar","year":"2015","unstructured":"Kumar CA, Ishwarya MS, Loo CK (2015) Formal concept analysis approach to cognitive functionalities of bidirectional associative memory. Biol Inspir Cogn Archit 12:20\u201333","journal-title":"Biol Inspir Cogn Archit"},{"key":"879_CR9","doi-asserted-by":"publisher","first-page":"244","DOI":"10.1016\/j.ins.2016.04.051","volume":"378","author":"J Li","year":"2017","unstructured":"Li J, Huang C, Qi J, Qian Y, Liu W (2017) Three-way cognitive concept learning via multi-granularity. Inf Sci 378:244\u2013263","journal-title":"Inf Sci"},{"key":"879_CR10","doi-asserted-by":"publisher","first-page":"191","DOI":"10.1016\/j.ins.2011.11.041","volume":"189","author":"J Li","year":"2012","unstructured":"Li J, Mei C, Lv Y (2012) Knowledge reduction in real decision formal contexts. Inf Sci 189:191\u2013207","journal-title":"Inf Sci"},{"issue":"1","key":"879_CR11","doi-asserted-by":"publisher","first-page":"149","DOI":"10.1016\/j.ijar.2012.07.005","volume":"54","author":"J Li","year":"2013","unstructured":"Li J, Mei C, Lv Y (2013) Incomplete decision contexts: approximate concept construction, rule acquisition and knowledge reduction. Int J Approx Reason 54(1):149\u2013165","journal-title":"Int J Approx Reason"},{"key":"879_CR12","doi-asserted-by":"publisher","first-page":"447","DOI":"10.1016\/j.ins.2014.12.010","volume":"298","author":"J Li","year":"2015","unstructured":"Li J, Mei C, Xu W, Qian Y (2015) Concept learning via granular computing: a cognitive viewpoint. Inf Sci 298:447\u2013467","journal-title":"Inf Sci"},{"key":"879_CR13","doi-asserted-by":"publisher","first-page":"152","DOI":"10.1016\/j.knosys.2015.07.024","volume":"91","author":"J Li","year":"2016","unstructured":"Li J, Ren Y, Mei C, Qian Y, Yang X (2016) A comparative study of multigranulation rough sets and concept lattices via rule acquisition. Knowl Based Syst 91:152\u2013164","journal-title":"Knowl Based Syst"},{"key":"879_CR14","doi-asserted-by":"publisher","first-page":"206","DOI":"10.1016\/j.ijar.2018.07.007","volume":"101","author":"W Li","year":"2018","unstructured":"Li W, Pedrycz W, Xue X, Xu W, Fan B (2018) Distance-based double-quantitative rough fuzzy sets with logic operations. Int J Approx Reason 101:206\u2013233","journal-title":"Int J Approx Reason"},{"issue":"9","key":"879_CR15","doi-asserted-by":"publisher","first-page":"1390","DOI":"10.1016\/j.camwa.2006.03.040","volume":"53","author":"M Liu","year":"2007","unstructured":"Liu M, Shao M, Zhang W, Wu C (2007) Reduction method for concept lattices based on rough set theory and its application. Comput Math Appl 53(9):1390\u20131410","journal-title":"Comput Math Appl"},{"key":"879_CR16","doi-asserted-by":"publisher","first-page":"156","DOI":"10.1007\/978-3-642-76307-6_21","volume-title":"A mathematical model for conceptual knowledge systems. Classification, data analysis, and knowledge organization","author":"P Luksch","year":"1991","unstructured":"Luksch P, Wille R (1991) A mathematical model for conceptual knowledge systems. Classification, data analysis, and knowledge organization. Springer, Berlin, pp 156\u2013162"},{"issue":"8","key":"879_CR17","doi-asserted-by":"publisher","first-page":"62","DOI":"10.1145\/1978542.1978559","volume":"54","author":"DS Modha","year":"2011","unstructured":"Modha DS, Ananthanarayanan R, Esser SK, Ndirango A, Sherbondy AJ, Singh R (2011) Cognitive computing. Commun ACM 54(8):62\u201371","journal-title":"Commun ACM"},{"issue":"1","key":"879_CR18","doi-asserted-by":"publisher","first-page":"4","DOI":"10.1111\/cogs.12319","volume":"41","author":"E Moreton","year":"2017","unstructured":"Moreton E, Pater J, Pertsova K (2017) Phonological concept learning. Cogn Sci 41(1):4\u201369","journal-title":"Cogn Sci"},{"key":"879_CR19","doi-asserted-by":"publisher","DOI":"10.1002\/9780470724163","volume-title":"Handbook of granular computing","author":"W Pedrycz","year":"2008","unstructured":"Pedrycz W, Skowron A, Kreinovich V (2008) Handbook of granular computing. Wiley-Interscience, Hoboken"},{"issue":"4","key":"879_CR20","doi-asserted-by":"publisher","first-page":"289","DOI":"10.1007\/s13042-011-0034-z","volume":"2","author":"D Pei","year":"2011","unstructured":"Pei D, Mi JS (2011) Attribute reduction in decision formal context based on homomorphism. Int J Mach Learn Cybern 2(4):289\u2013293","journal-title":"Int J Mach Learn Cybern"},{"key":"879_CR21","unstructured":"Pinggera J (2015) Visualizing human behavior and cognition: the case of process modeling. In: International conference on business process management, Springer, Cham, pp 547\u2013551"},{"key":"879_CR22","doi-asserted-by":"crossref","unstructured":"Qi J, Wei L, Yao Y (2014) Three-way formal concept analysis. In: International conference on rough sets and knowledge technology, Springer, Cham, pp 732\u2013741","DOI":"10.1007\/978-3-319-11740-9_67"},{"key":"879_CR23","doi-asserted-by":"publisher","first-page":"143","DOI":"10.1016\/j.knosys.2015.08.006","volume":"91","author":"J Qi","year":"2016","unstructured":"Qi J, Qian T, Wei L (2016) The connections between three-way and classical concept lattices. Knowl Based Syst 91:143\u2013151","journal-title":"Knowl Based Syst"},{"key":"879_CR24","first-page":"267","volume-title":"Proceedings of the eleventh international conference on concept lattices and their applications, CLA 2014","author":"JM Rodr\u00edguez-Jim\u00e9nez","year":"2014","unstructured":"Rodr\u00edguez-Jim\u00e9nez JM, Cordero P, Enciso M, Mora A (2014) A generalized framework to consider positive and negative attributes in formal concept analysis. In: Bertet K, Rudolph S (eds) Proceedings of the eleventh international conference on concept lattices and their applications, CLA 2014. Pavol Jozef \u0160af\u00e1rik University in Ko\u0161ice, Slovakia, pp 267\u2013279"},{"key":"879_CR25","doi-asserted-by":"publisher","first-page":"51","DOI":"10.1016\/j.ins.2016.06.015","volume":"369","author":"JM Rodr\u00edguez-Jim\u00e9nez","year":"2016","unstructured":"Rodr\u00edguez-Jim\u00e9nez JM, Cordero P, Enciso M, Rudolph S (2016) Concept lattices with negative information: a characterization theorem. Inf Sci 369:51\u201362","journal-title":"Inf Sci"},{"issue":"6","key":"879_CR26","doi-asserted-by":"publisher","first-page":"621","DOI":"10.1007\/s13042-012-0128-2","volume":"4","author":"M Shao","year":"2013","unstructured":"Shao M, Yang H (2013) Two kinds of multi-level formal concepts and its application for sets approximations. Int J Mach Learn Cybern 4(6):621\u2013630","journal-title":"Int J Mach Learn Cybern"},{"issue":"1","key":"879_CR27","doi-asserted-by":"publisher","first-page":"21","DOI":"10.1007\/s13042-016-0593-0","volume":"8","author":"R Shivhare","year":"2017","unstructured":"Shivhare R, Cherukuri AK (2017) Three-way conceptual approach for cognitive memory functionalities. Int J Mach Learn Cybern 8(1):21\u201334","journal-title":"Int J Mach Learn Cybern"},{"issue":"5","key":"879_CR28","doi-asserted-by":"publisher","first-page":"721","DOI":"10.1007\/s12559-017-9498-9","volume":"9","author":"R Shivhare","year":"2017","unstructured":"Shivhare R, Cherukuri AK, Li J (2017) Establishment of cognitive relations based on cognitive informatics. Cogn Comput 9(5):721\u2013729","journal-title":"Cogn Comput"},{"issue":"1","key":"879_CR29","doi-asserted-by":"publisher","first-page":"179","DOI":"10.1007\/s13042-014-0313-6","volume":"8","author":"PK Singh","year":"2017","unstructured":"Singh PK, Cherukuri AK, Li J (2017) Concepts reduction in formal concept analysis with fuzzy setting using Shannon entropy. Int J Mach Learn Cybern 8(1):179\u2013189","journal-title":"Int J Mach Learn Cybern"},{"key":"879_CR30","doi-asserted-by":"crossref","unstructured":"Vormbrock B (2005) Complete subalgebras of semiconcept algebras and protoconcept algebras. In: International conference on formal concept analysis, Berlin, Heidelberg, pp 329\u2013343","DOI":"10.1007\/978-3-540-32262-7_23"},{"issue":"11\u201312","key":"879_CR31","doi-asserted-by":"publisher","first-page":"1677","DOI":"10.1016\/j.mcm.2008.06.007","volume":"48","author":"H Wang","year":"2008","unstructured":"Wang H, Zhang WX (2008) Approaches to knowledge reduction in generalized consistent decision formal context. Math Comput Model 48(11\u201312):1677\u20131684","journal-title":"Math Comput Model"},{"issue":"6","key":"879_CR32","doi-asserted-by":"publisher","first-page":"1460","DOI":"10.1109\/TFUZZ.2017.2717803","volume":"25","author":"R Wang","year":"2017","unstructured":"Wang R, Wang XZ, Kwong S, Xu C (2017) Incorporating diversity and informativeness in multiple-instance active learning. IEEEE Trans Fuzzy Syst 25(6):1460\u20131475","journal-title":"IEEEE Trans Fuzzy Syst"},{"issue":"2","key":"879_CR33","doi-asserted-by":"publisher","first-page":"703","DOI":"10.1109\/TCYB.2017.2653223","volume":"48","author":"XZ Wang","year":"2018","unstructured":"Wang XZ, Wang R, Xu C (2018) Discovering the relationship between generalization and uncertainty by incorporating complexity of classification. IEEE Trans Cybern 48(2):703\u2013715","journal-title":"IEEE Trans Cybern"},{"issue":"1","key":"879_CR34","doi-asserted-by":"publisher","first-page":"21","DOI":"10.1109\/TCYB.2013.2245891","volume":"44","author":"XZ Wang","year":"2014","unstructured":"Wang XZ, He YL, Wang DD (2014) Non-naive Bayesian classifiers for classification problems with continuous attributes. IEEE Trans Cybern 44(1):21\u201339","journal-title":"IEEE Trans Cybern"},{"issue":"5","key":"879_CR35","doi-asserted-by":"publisher","first-page":"620","DOI":"10.1109\/TCYB.2013.2263382","volume":"44","author":"XZ Wang","year":"2014","unstructured":"Wang XZ, Wang R, Feng HM, Wang HC (2014) A new approach to classifier fusion based on upper integral. IEEE Trans Cybern 44(5):620\u2013635","journal-title":"IEEE Trans Cybern"},{"issue":"5","key":"879_CR36","doi-asserted-by":"publisher","first-page":"1638","DOI":"10.1109\/TFUZZ.2014.2371479","volume":"23","author":"X Wang","year":"2015","unstructured":"Wang X, Xing HJ, Li Y, Hua Q, Dong CR, Pedrycz W (2015) A study on relationship between generalization abilities and fuzziness of base classifiers in ensemble learning. IEEE Trans Fuzzy Syst 23(5):1638\u20131654","journal-title":"IEEE Trans Fuzzy Syst"},{"issue":"2","key":"879_CR37","doi-asserted-by":"publisher","first-page":"1","DOI":"10.4018\/jcini.2008040101","volume":"2","author":"Y Wang","year":"2008","unstructured":"Wang Y (2008) On concept algebra: a denotational mathematical structure for knowledge and software modeling. Int J Cogn Inform Nat Intell 2(2):1\u201319","journal-title":"Int J Cogn Inform Nat Intell"},{"issue":"3","key":"879_CR38","doi-asserted-by":"publisher","first-page":"1","DOI":"10.4018\/jssci.2009070101","volume":"1","author":"Y Wang","year":"2009","unstructured":"Wang Y (2009) On cognitive computing. Int J Softw Sci Comput Intell 1(3):1\u201315","journal-title":"Int J Softw Sci Comput Intell"},{"issue":"1","key":"879_CR39","doi-asserted-by":"publisher","first-page":"81","DOI":"10.1016\/j.cogsys.2008.08.003","volume":"11","author":"Y Wang","year":"2010","unstructured":"Wang Y, Chiew V (2010) On the cognitive process of human problem solving. Cogn Syst Res 11(1):81\u201392","journal-title":"Cogn Syst Res"},{"key":"879_CR40","doi-asserted-by":"crossref","unstructured":"Wang Y, Zadeh LA, Yao Y (2012) On the system algebra foundations for granular computing. In: Software and intelligent sciences: new transdisciplinary findings, \n \n \n \n $$|G|$$\n \n \n \n |\n G\n |\n \n \n \n Global, pp 98\u2013121","DOI":"10.4018\/978-1-4666-0261-8.ch007"},{"issue":"6\u20139","key":"879_CR41","doi-asserted-by":"publisher","first-page":"493","DOI":"10.1016\/0898-1221(92)90120-7","volume":"23","author":"R Wille","year":"1992","unstructured":"Wille R (1992) Concept lattices and conceptual knowledge systems. Comput Math Appl 23(6\u20139):493\u2013515","journal-title":"Comput Math Appl"},{"key":"879_CR42","first-page":"445","volume-title":"Restructuring lattice theory: an approach based on hierarchies of concepts. Ordered sets","author":"R Wille","year":"1982","unstructured":"Wille R (1982) Restructuring lattice theory: an approach based on hierarchies of concepts. Ordered sets. Springer, Dordrecht, pp 445\u2013470"},{"issue":"10","key":"879_CR43","doi-asserted-by":"publisher","first-page":"1461","DOI":"10.1109\/TKDE.2008.223","volume":"21","author":"WZ Wu","year":"2009","unstructured":"Wu WZ, Leung Y, Mi JS (2009) Granular computing and knowledge reduction in formal contexts. IEEE Trans Knowl Data Eng 21(10):1461\u20131474","journal-title":"IEEE Trans Knowl Data Eng"},{"issue":"2","key":"879_CR44","doi-asserted-by":"publisher","first-page":"366","DOI":"10.1109\/TCYB.2014.2361772","volume":"46","author":"W Xu","year":"2016","unstructured":"Xu W, Li W (2016) Granular computing approach to two-way learning based on formal concept analysis in fuzzy datasets. IEEE Trans Cybern 46(2):366\u2013379","journal-title":"IEEE Trans Cybern"},{"issue":"3","key":"879_CR45","doi-asserted-by":"publisher","first-page":"853","DOI":"10.1016\/j.ijar.2013.10.002","volume":"55","author":"W Xu","year":"2014","unstructured":"Xu W, Pang J, Luo S (2014) A novel cognitive system model and approach to transformation of information granules. Int J Approx Reason 55(3):853\u2013866","journal-title":"Int J Approx Reason"},{"key":"879_CR46","doi-asserted-by":"crossref","unstructured":"Yao Y (2004) A comparative study of formal concept analysis and rough set theory in data analysis. In: International conference on rough sets and current trends in computing, Springer, Berlin, Heidelberg, pp 59\u201368","DOI":"10.1007\/978-3-540-25929-9_6"},{"issue":"1","key":"879_CR47","doi-asserted-by":"publisher","first-page":"3","DOI":"10.1007\/s13042-016-0568-1","volume":"8","author":"Y Yao","year":"2017","unstructured":"Yao Y (2017) Interval sets and three-way concept analysis in incomplete contexts. Int J Mach Learn Cybern 8(1):3\u201320","journal-title":"Int J Mach Learn Cybern"},{"issue":"4","key":"879_CR48","doi-asserted-by":"publisher","first-page":"855","DOI":"10.1109\/TSMCB.2009.2013334","volume":"39","author":"Y Yao","year":"2009","unstructured":"Yao Y (2009) Interpreting concept learning in cognitive informatics and granular computing. IEEE Trans Syst Man Cybern Part B (Cybern) 39(4):855\u2013866","journal-title":"IEEE Trans Syst Man Cybern Part B (Cybern)"},{"key":"879_CR49","unstructured":"Yao YY (2004) Concept lattices in rough set theory. Fuzzy Information, 2004, Processing NAFIPS\u201904. In: IEEE annual meeting of the IEEE, vol 2, pp 796\u2013801"},{"key":"879_CR50","doi-asserted-by":"crossref","unstructured":"Yao YY (2001) On modeling data mining with granular computing. In: Computer software and applications conference, COMPSAC, 2001 25th annual international. IEEE, pp 638\u2013643","DOI":"10.1109\/CMPSAC.2001.960680"},{"issue":"1","key":"879_CR51","doi-asserted-by":"publisher","first-page":"159","DOI":"10.1007\/s13042-016-0553-8","volume":"8","author":"Y Zhao","year":"2017","unstructured":"Zhao Y, Li J, Liu W, Xu W (2017) Cognitive concept learning from incomplete information. Int J Mach Learn Cybern 8(1):159\u2013170","journal-title":"Int J Mach Learn Cybern"}],"container-title":["International Journal of Machine Learning and Cybernetics"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s13042-018-0879-5.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s13042-018-0879-5\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s13042-018-0879-5.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,10,27]],"date-time":"2019-10-27T20:23:39Z","timestamp":1572207819000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s13042-018-0879-5"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018,10,28]]},"references-count":51,"journal-issue":{"issue":"9","published-print":{"date-parts":[[2019,9]]}},"alternative-id":["879"],"URL":"https:\/\/doi.org\/10.1007\/s13042-018-0879-5","relation":{},"ISSN":["1868-8071","1868-808X"],"issn-type":[{"value":"1868-8071","type":"print"},{"value":"1868-808X","type":"electronic"}],"subject":[],"published":{"date-parts":[[2018,10,28]]},"assertion":[{"value":"30 March 2018","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"4 October 2018","order":2,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"28 October 2018","order":3,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}}]}}