{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,9,8]],"date-time":"2025-09-08T06:17:22Z","timestamp":1757312242616,"version":"3.37.3"},"reference-count":22,"publisher":"Springer Science and Business Media LLC","issue":"4","license":[{"start":{"date-parts":[[2020,6,12]],"date-time":"2020-06-12T00:00:00Z","timestamp":1591920000000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"},{"start":{"date-parts":[[2020,6,12]],"date-time":"2020-06-12T00:00:00Z","timestamp":1591920000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Neural Comput & Applic"],"published-print":{"date-parts":[[2021,2]]},"DOI":"10.1007\/s00521-020-05016-0","type":"journal-article","created":{"date-parts":[[2020,6,12]],"date-time":"2020-06-12T08:03:25Z","timestamp":1591949005000},"page":"1367-1378","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":1,"title":["Memory augmented hyper-heuristic framework to solve multi-disciplinary problems inspired by cognitive problem solving skills"],"prefix":"10.1007","volume":"33","author":[{"given":"Samina","family":"Naz","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-7770-5899","authenticated-orcid":false,"given":"Hammad","family":"Majeed","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-7023-7172","authenticated-orcid":false,"given":"Farrukh Aslam","family":"Khan","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2020,6,12]]},"reference":[{"key":"5016_CR1","doi-asserted-by":"publisher","unstructured":"A Hyperheuristic Approach to Leveraging Domain Knowledge in Multi-Objective Evolutionary Algorithms (2016) International design engineering technical conferences and computers and information in engineering conference, . Volume 2B: 42nd Design Automation Conference. https:\/\/doi.org\/10.1115\/DETC2016-59870. V02BT03A030","DOI":"10.1115\/DETC2016-59870"},{"key":"5016_CR2","doi-asserted-by":"publisher","DOI":"10.1201\/b17320","volume-title":"Data classification: algorithms and applications","author":"CC Aggarwal","year":"2014","unstructured":"Aggarwal CC (2014) Data classification: algorithms and applications. CRC Press, Boca Raton"},{"issue":"7","key":"5016_CR3","doi-asserted-by":"publisher","first-page":"6396","DOI":"10.1016\/j.eswa.2011.12.029","volume":"39","author":"A Ahmad","year":"2012","unstructured":"Ahmad A, Halawani SM, Albidewi IA (2012) Novel ensemble methods for regression via classification problems. Expert Syst Appl 39(7):6396\u20136401","journal-title":"Expert Syst Appl"},{"key":"5016_CR4","first-page":"2","volume":"17","author":"J Alcal\u00e1-Fdez","year":"2011","unstructured":"Alcal\u00e1-Fdez J, Fern\u00e1ndez A, Luengo J, Derrac J, Garc\u00eda S, S\u00e1nchez L, Herrera F (2011) Keel data-mining software tool: data set repository, integration of algorithms and experimental analysis framework. J Multiple Valued Logic Soft Comput 17:2\u20133","journal-title":"J Multiple Valued Logic Soft Comput"},{"issue":"3","key":"5016_CR5","doi-asserted-by":"publisher","first-page":"2091","DOI":"10.1016\/j.eswa.2007.02.012","volume":"34","author":"S Bibi","year":"2008","unstructured":"Bibi S, Tsoumakas G, Stamelos I, Vlahavas I (2008) Regression via classification applied on software defect estimation. Expert Syst Appl 34(3):2091\u20132101","journal-title":"Expert Syst Appl"},{"key":"5016_CR6","unstructured":"Brehm JP (2016) Applications of machine learning in improving quality of life. In: Southern California Conferences for Undergraduate Research (SCCUR), Fall 2016, California, USA"},{"key":"5016_CR7","doi-asserted-by":"publisher","DOI":"10.1007\/s00366-019-00801-5","author":"SLG de Oliveira","year":"2019","unstructured":"de Oliveira SLG, Silva LM (2019) Evolving reordering algorithms using an ant colony hyperheuristic approach for accelerating the convergence of the ICCG method. Eng Comput. https:\/\/doi.org\/10.1007\/s00366-019-00801-5","journal-title":"Eng Comput"},{"key":"5016_CR8","doi-asserted-by":"publisher","first-page":"290","DOI":"10.1016\/j.neucom.2012.08.020","volume":"101","author":"H Gan","year":"2013","unstructured":"Gan H, Sang N, Huang R, Tong X, Dan Z (2013) Using clustering analysis to improve semi-supervised classification. Neurocomputing 101:290\u2013298","journal-title":"Neurocomputing"},{"key":"5016_CR9","volume-title":"Knowledge discovery and measures of interest","author":"R Hilderman","year":"2013","unstructured":"Hilderman R, Hamilton HJ (2013) Knowledge discovery and measures of interest, vol 638. Springer, Berlin"},{"issue":"8","key":"5016_CR10","doi-asserted-by":"publisher","first-page":"651","DOI":"10.1016\/j.patrec.2009.09.011","volume":"31","author":"AK Jain","year":"2010","unstructured":"Jain AK (2010) Data clustering: 50 years beyond k-means. Pattern Recogn Lett 31(8):651\u2013666","journal-title":"Pattern Recogn Lett"},{"key":"5016_CR11","doi-asserted-by":"crossref","unstructured":"Kumar SN, Panneerselvam R (2012) A survey on the vehicle routing problem and its variants. In: Intelligent information management 04(03):9. www.scirp.org\/journal\/paperinformation.aspx?paperid=1935519355","DOI":"10.4236\/iim.2012.43010"},{"key":"5016_CR12","unstructured":"Maci\u00e0 Antol\u00ednez N et al (2011) Data complexity in supervised learning: a far-reaching implication. PhD thesis"},{"key":"5016_CR13","doi-asserted-by":"publisher","DOI":"10.1007\/s10586-017-1095-x","author":"H Majeed","year":"2017","unstructured":"Majeed H, Naz S (2017) Deja Vu: a hyper heuristic framework with record and recall (2R) modules. Cluster Comput. https:\/\/doi.org\/10.1007\/s10586-017-1095-x","journal-title":"Cluster Comput"},{"key":"5016_CR14","doi-asserted-by":"publisher","unstructured":"Shishira SR, Kandasamy A, Chandrasekaran K (2016) Survey on meta heuristic optimization techniques in cloud computing. In: 2016 international conference on advances in computing, communications and informatics (ICACCI), pp 1434\u20131440. https:\/\/doi.org\/10.1109\/ICACCI.2016.7732249","DOI":"10.1109\/ICACCI.2016.7732249"},{"key":"5016_CR15","doi-asserted-by":"crossref","unstructured":"Torgo L, Gama J (1996) Regression by classification. In: Advances in artificial intelligence, pp 51\u201360","DOI":"10.1007\/3-540-61859-7_6"},{"key":"5016_CR16","unstructured":"Wang C, Mahadevan S (2011) Heterogeneous domain adaptation using manifold alignment. In: Proceedings of the twenty-second international joint conference on artificial intelligence\u2014volume two, IJCAI-11, pp 1541-1546. AAAI Press"},{"key":"5016_CR17","first-page":"17","volume":"2020","author":"Z Wang","year":"2020","unstructured":"Wang Z, Leng L, Wang S, Li G, Zhao Y (2020) A hyperheuristic approach for location-routing problem of cold chain logistics considering fuel consumption. Comput Intell Neurosci 2020:17","journal-title":"Comput Intell Neurosci"},{"issue":"1","key":"5016_CR18","doi-asserted-by":"publisher","first-page":"9","DOI":"10.1186\/s40537-016-0043-6","volume":"3","author":"K Weiss","year":"2016","unstructured":"Weiss K, Khoshgoftaar TM, Wang D (2016) A survey of transfer learning. J Big data 3(1):9","journal-title":"J Big data"},{"issue":"6","key":"5016_CR19","doi-asserted-by":"publisher","first-page":"61","DOI":"10.1109\/64.248354","volume":"8","author":"SM Weiss","year":"1993","unstructured":"Weiss SM, Indurkhya N (1993) Optimized rule induction. IEEE Expert 8(6):61\u201369","journal-title":"IEEE Expert"},{"key":"5016_CR20","doi-asserted-by":"publisher","first-page":"383","DOI":"10.1613\/jair.199","volume":"3","author":"SM Weiss","year":"1995","unstructured":"Weiss SM, Indurkhya N (1995) Rule-based machine learning methods for functional prediction. J Artif Intell Res 3:383\u2013403","journal-title":"J Artif Intell Res"},{"issue":"1","key":"5016_CR21","doi-asserted-by":"publisher","first-page":"67","DOI":"10.1109\/4235.585893","volume":"1","author":"DH Wolpert","year":"1997","unstructured":"Wolpert DH, Macready WG (1997) No free lunch theorems for optimization. IEEE Trans Evol Comput 1(1):67\u201382","journal-title":"IEEE Trans Evol Comput"},{"issue":"13","key":"5016_CR22","doi-asserted-by":"publisher","first-page":"3001","DOI":"10.1016\/j.neucom.2008.01.014","volume":"71","author":"T Yang","year":"2008","unstructured":"Yang T, Kecman V (2008) Adaptive local hyperplane classification. Neurocomputing 71(13):3001\u20133004","journal-title":"Neurocomputing"}],"container-title":["Neural Computing and Applications"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s00521-020-05016-0.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/article\/10.1007\/s00521-020-05016-0\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s00521-020-05016-0.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2021,6,11]],"date-time":"2021-06-11T23:33:54Z","timestamp":1623454434000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/s00521-020-05016-0"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2020,6,12]]},"references-count":22,"journal-issue":{"issue":"4","published-print":{"date-parts":[[2021,2]]}},"alternative-id":["5016"],"URL":"https:\/\/doi.org\/10.1007\/s00521-020-05016-0","relation":{},"ISSN":["0941-0643","1433-3058"],"issn-type":[{"type":"print","value":"0941-0643"},{"type":"electronic","value":"1433-3058"}],"subject":[],"published":{"date-parts":[[2020,6,12]]},"assertion":[{"value":"2 November 2019","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"5 May 2020","order":2,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"12 June 2020","order":3,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}},{"order":1,"name":"Ethics","group":{"name":"EthicsHeading","label":"Compliance with ethical standards"}},{"value":"The authors declare that they have no conflict of interest.","order":2,"name":"Ethics","group":{"name":"EthicsHeading","label":"Conflict of interest"}}]}}