{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,9,8]],"date-time":"2024-09-08T14:00:01Z","timestamp":1725804001590},"publisher-location":"Cham","reference-count":22,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783319109329"},{"type":"electronic","value":"9783319109336"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2014]]},"DOI":"10.1007\/978-3-319-10933-6_24","type":"book-chapter","created":{"date-parts":[[2014,9,2]],"date-time":"2014-09-02T10:47:30Z","timestamp":1409654850000},"page":"323-336","source":"Crossref","is-referenced-by-count":4,"title":["Analogical Prediction of Null Values: The Numerical Attribute Case"],"prefix":"10.1007","author":[{"given":"William Correa","family":"Beltran","sequence":"first","affiliation":[]},{"given":"H\u00e9l\u00e8ne","family":"Jaudoin","sequence":"additional","affiliation":[]},{"given":"Olivier","family":"Pivert","sequence":"additional","affiliation":[]}],"member":"297","reference":[{"issue":"3","key":"24_CR1","doi-asserted-by":"publisher","first-page":"281","DOI":"10.1007\/s11225-009-9202-5","volume":"92","author":"M. Abraham","year":"2009","unstructured":"Abraham, M., Gabbay, D.M., Schild, U.J.: Analysis of the talmudic argumentum a fortiori inference rule (kal vachomer) using matrix abduction. Studia Logica\u00a092(3), 281\u2013364 (2009)","journal-title":"Studia Logica"},{"issue":"1","key":"24_CR2","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1016\/S0019-9958(86)80022-5","volume":"70","author":"P. Atzeni","year":"1986","unstructured":"Atzeni, P., Morfuni, N.M.: Functional dependencies and constraints on null values in database relations. Information and Control\u00a070(1), 1\u201331 (1986)","journal-title":"Information and Control"},{"key":"24_CR3","unstructured":"Bashir, S., Razzaq, S., Maqbool, U., Tahir, S., Baig, A.R.: Using association rules for better treatment of missing values. CoRR abs\/0904.3320 (2009)"},{"key":"24_CR4","unstructured":"Bayoudh, S., Miclet, L., Delhay, A.: Learning by analogy: A classification rule for binary and nominal data. In: Veloso, M.M. (ed.) IJCAI, pp. 678\u2013683 (2007)"},{"key":"24_CR5","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"80","DOI":"10.1007\/978-3-642-04388-8_8","volume-title":"Scalable Uncertainty Management","author":"P. Bosc","year":"2009","unstructured":"Bosc, P., Pivert, O., Prade, H.: A model based on possibilistic certainty levels for incomplete databases. In: Godo, L., Pugliese, A. (eds.) SUM 2009. LNCS, vol.\u00a05785, pp. 80\u201394. Springer, Heidelberg (2009)"},{"issue":"2","key":"24_CR6","doi-asserted-by":"publisher","first-page":"146","DOI":"10.1080\/01969720802634063","volume":"40","author":"S.M. Chen","year":"2009","unstructured":"Chen, S.M., Chang, S.T.: Estimating null values in relational database systems having negative dependency relationships between attributes. Cybernetics and Systems\u00a040(2), 146\u2013159 (2009)","journal-title":"Cybernetics and Systems"},{"key":"24_CR7","series-title":"CCIS","doi-asserted-by":"publisher","first-page":"110","DOI":"10.1007\/978-3-319-08852-5_12","volume-title":"Information Processing and Management of Uncertainty in Knowledge-Based Systems","author":"W. Correa Beltran","year":"2014","unstructured":"Correa Beltran, W., Jaudoin, H., Pivert, O.: Estimating null values in relational databases using analogical proportions. In: Laurent, A., Strauss, O., Bouchon-Meunier, B., Yager, R.R. (eds.) IPMU 2014, Part III. CCIS, vol.\u00a0444, pp. 110\u2013119. Springer, Heidelberg (2014)"},{"key":"24_CR8","series-title":"Lecture Notes in Artificial Intelligence","doi-asserted-by":"publisher","first-page":"549","DOI":"10.1007\/3-540-47887-6_54","volume-title":"Advances in Knowledge Discovery and Data Mining","author":"Y. Fujikawa","year":"2002","unstructured":"Fujikawa, Y., Ho, T.-B.: Cluster-based algorithms for dealing with missing values. In: Chen, M.-S., Yu, P.S., Liu, B. (eds.) PAKDD 2002. LNCS (LNAI), vol.\u00a02336, pp. 549\u2013554. Springer, Heidelberg (2002)"},{"key":"24_CR9","unstructured":"Kaiser, J.: Algorithm for missing values imputation in categorical data with use of association rules. CoRR abs\/1211.1799 (2012)"},{"key":"24_CR10","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"527","DOI":"10.1007\/BFb0052868","volume-title":"Advances in Intelligent Data Analysis. Reasoning about Data","author":"W.Z. Liu","year":"1997","unstructured":"Liu, W.Z., White, A.P., Thompson, S.G., Bramer, M.A.: Techniques for dealing with missing values in classification. In: Liu, X., Cohen, P., Berthold, M. (eds.) IDA 1997. LNCS, vol.\u00a01280, pp. 527\u2013536. Springer, Heidelberg (1997)"},{"key":"24_CR11","doi-asserted-by":"crossref","first-page":"793","DOI":"10.1613\/jair.2519","volume":"32","author":"L. Miclet","year":"2008","unstructured":"Miclet, L., Bayoudh, S., Delhay, A.: Analogical dissimilarity: Definition, algorithms and two experiments in machine learning. J. Artif. Intell. Res. (JAIR)\u00a032, 793\u2013824 (2008)","journal-title":"J. Artif. Intell. Res. (JAIR)"},{"key":"24_CR12","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"638","DOI":"10.1007\/978-3-642-02906-6_55","volume-title":"Symbolic and Quantitative Approaches to Reasoning with Uncertainty","author":"L. Miclet","year":"2009","unstructured":"Miclet, L., Prade, H.: Handling analogical proportions in classical logic and fuzzy logics settings. In: Sossai, C., Chemello, G. (eds.) ECSQARU 2009. LNCS, vol.\u00a05590, pp. 638\u2013650. Springer, Heidelberg (2009)"},{"issue":"11","key":"24_CR13","doi-asserted-by":"publisher","first-page":"999","DOI":"10.1109\/32.965340","volume":"27","author":"I. Myrtveit","year":"2001","unstructured":"Myrtveit, I., Stensrud, E., Olsson, U.H.: Analyzing data sets with missing data: An empirical evaluation of imputation methods and likelihood-based methods. IEEE Trans. Software Eng.\u00a027(11), 999\u20131013 (2001)","journal-title":"IEEE Trans. Software Eng."},{"key":"24_CR14","doi-asserted-by":"crossref","unstructured":"Nogueira, B.M., Santos, T.R.A., Z\u00e1rate, L.E.: Comparison of classifiers efficiency on missing values recovering: Application in a marketing database with massive missing data. In: CIDM, pp. 66\u201372. IEEE (2007)","DOI":"10.1109\/CIDM.2007.368854"},{"key":"24_CR15","first-page":"648","volume":"4","author":"H. Prade","year":"2012","unstructured":"Prade, H., Richard, G., Yao, B.: Enforcing regularity by means of analogy-related proportions \u2014 a new approach to classification. International Journal of Computer Information Systems and Industrial Management Applications\u00a04, 648\u2013658 (2012)","journal-title":"International Journal of Computer Information Systems and Industrial Management Applications"},{"key":"24_CR16","unstructured":"Prade, H., Richard, G.: Reasoning with logical proportions. In: Lin, F., Sattler, U., Truszczynski, M. (eds.) KR. AAAI Press (2010)"},{"key":"24_CR17","unstructured":"Prade, H., Richard, G.: Homogeneous logical proportions: Their uniqueness and their role in similarity-based prediction. In: Brewka, G., Eiter, T., McIlraith, S.A. (eds.) KR. AAAI Press (2012)"},{"key":"24_CR18","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"497","DOI":"10.1007\/978-3-642-39091-3_42","volume-title":"Symbolic and Quantitative Approaches to Reasoning with Uncertainty","author":"H. Prade","year":"2013","unstructured":"Prade, H., Richard, G.: Analogical proportions and multiple-valued logics. In: van der Gaag, L.C. (ed.) ECSQARU 2013. LNCS, vol.\u00a07958, pp. 497\u2013509. Springer, Heidelberg (2013)"},{"issue":"1","key":"24_CR19","first-page":"81","volume":"1","author":"J.R. Quinlan","year":"1986","unstructured":"Quinlan, J.R.: Induction of decision trees. Machine Learning\u00a01(1), 81\u2013106 (1986)","journal-title":"Machine Learning"},{"key":"24_CR20","series-title":"LNCS","doi-asserted-by":"publisher","first-page":"414","DOI":"10.1007\/BFb0094845","volume-title":"Principles of Data Mining and Knowledge Discovery","author":"A. Ragel","year":"1998","unstructured":"Ragel, A.: Preprocessing of missing values using robust association rules. In: \u017bytkow, J.M. (ed.) PKDD 1998. LNCS, vol.\u00a01510, pp. 414\u2013422. Springer, Heidelberg (1998)"},{"key":"24_CR21","unstructured":"Shen, J.J., Chen, M.T.: A recycle technique of association rule for missing value completion. In: AINA, pp. 526\u2013529. IEEE Computer Society (2003)"},{"key":"24_CR22","doi-asserted-by":"crossref","unstructured":"Suciu, D., Olteanu, D., R\u00e9, C., Koch, C.: Probabilistic Databases. Synthesis Lectures on Data Management. Morgan & Claypool Publishers (2011)","DOI":"10.2200\/S00362ED1V01Y201105DTM016"}],"container-title":["Lecture Notes in Computer Science","Advances in Databases and Information Systems"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-10933-6_24","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,5,27]],"date-time":"2019-05-27T19:20:45Z","timestamp":1558984845000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-319-10933-6_24"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2014]]},"ISBN":["9783319109329","9783319109336"],"references-count":22,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-10933-6_24","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2014]]}}}