A novel CBR system for numeric prediction

Ahn, 2009, Bankruptcy prediction modeling with hybrid case-based reasoning and genetic algorithms approach, Applied Soft Computing, 9, 599, 10.1016/j.asoc.2008.08.002 An, 1997, Integrating rule induction and case-based reasoning to enhance problem solving, Lecture Notes in Computer Science, 1266, 499, 10.1007/3-540-63233-6_519 Arshadi, 2005, Data mining for case-based reasoning in high-dimensional biological domains, IEEE Transactions on Knowledge and Data Engineering, 17, 1127, 10.1109/TKDE.2005.124 Baruque, 2010, A forecasting solution to the oil spill problem based on a hybrid intelligent system, Information Sciences, 180, 2029, 10.1016/j.ins.2009.12.032 Beddoe, 2006, Selecting and weighting features using a genetic algorithm in a case-based reasoning approach to personnel rostering, European Journal of Operational Research, 175, 649, 10.1016/j.ejor.2004.12.028 Borrajo, 2010, Multi-agent neural business control system, Information Sciences, 180, 911, 10.1016/j.ins.2009.11.028 Bryant, 1997, A case-based reasoning approach to bankruptcy prediction modeling, International Journal of Intelligent Systems in Accounting, Finance & Management, 6, 195, 10.1002/(SICI)1099-1174(199709)6:3<195::AID-ISAF132>3.0.CO;2-F Castro, 2009, Loss and gain functions for CBR retrieval, Information Sciences, 179, 1738, 10.1016/j.ins.2009.01.017 Chang, 1994, A study of factors affecting due-date predictability in a simulated dynamic job shop, Journal of Manufacturing Systems, 13, 393, 10.1016/0278-6125(95)90063-Q Chang, 2001, A case-based reasoning approach for due-date assignment in a wafer fabrication factory, 648 Chang, 2000, A bottleneck based due date assignment methodology, International Journal of Manufacturing Technology and Management, 1, 318, 10.1504/IJMTM.2000.001336 Cheng, 1998, Job shop scheduling for missed due-date performance, Computer & Industrial Engineering, 34, 297, 10.1016/S0360-8352(97)00317-3 Chiu, 2003, A case-based expert support system for due-date assignment in a wafer fabrication factory, Journal of Intelligent Manufacturing, 14 Conway, 1965, Priority dispatching and job lateness in a job shop, Journal of Industry Engineering, 16, 287 Doğan, 2006, Determining attribute weights in a CBR model for early cost prediction of structural systems, Journal of Construction Engineering and Management, 132, 1092, 10.1061/(ASCE)0733-9364(2006)132:10(1092) Doğan, 2008, Using decision trees for determining attribute weights in a case-based model of early cost prediction, Journal of Construction Engineering and Management, 134, 146, 10.1061/(ASCE)0733-9364(2008)134:2(146) Eilon, 1976, Due date in job shop scheduling, International Journal of Production Research, 14, 223, 10.1080/00207547608956596 Finnie, 1997, Estimating software development effort with case-based reasoning, 13 Gee, 1993, Selecting allowance policies for improved job shop performance, International Journal of Production Research, 31, 1839, 10.1080/00207549308956826 Hall, 2000, Correlation-based feature selection for discrete and numeric class machine learning, 359 Hsu, 2004, Due date assignment using artificial neural networks under different shop floor control strategies, International Journal of Production Research, 42, 1727, 10.1080/00207540310001624375 Jo, 1997, Bankruptcy prediction using case-based reasoning, neural networks and discriminant analysis, Expert Systems with Applications, 13, 97, 10.1016/S0957-4174(97)00011-0 Kim, 2001, The cluster-indexing method for case-based reasoning using self organizing maps and learning vector quantization for bond rating cases, Expert Systems with Applications, 21, 147, 10.1016/S0957-4174(01)00036-7 Kim, 2005, Comparing cost prediction methods for apartment housing projects: CBR versus ANN, Journal of Asian Architecture and Building Engineering, 4, 113, 10.3130/jaabe.4.113 Kim, 1998, Due-date based scheduling and control policies in a multiproduct semiconductor wafer fabrication facility, IEEE Transactions on Semiconductor Manufacturing, 11, 155, 10.1109/66.661295 Li, 2009, Gaussian case-based reasoning for business failure prediction with empirical data in China, Information Sciences, 179, 89, 10.1016/j.ins.2008.09.003 Li, 2009, A study of mutual information based feature selection for case based reasoning in software cost estimation, Expert Systems with Applications, 36, 5921, 10.1016/j.eswa.2008.07.062 Liao, 2000, A case-based reasoning system for identifying failure mechanisms, Engineering Applications of Artificial Intelligence, 13, 199, 10.1016/S0952-1976(99)00052-4 Lopez de Mantaras, 2001, Case-based reasoning, vol. 2049 Pal, 2004, Foundations of soft case-based reasoning, Wiley Series on Intelligent Systems Philipoom, 1994, Using artificial neural networks to determine internally-set due date assignment for shop scheduling, Decision Sciences, 25, 825, 10.1111/j.1540-5915.1994.tb01871.x Philipoom, 1997, Cost-based due-date assignment with the use of classical and neural-network approaches, Naval Research Logistics, 44, 21, 10.1002/(SICI)1520-6750(199702)44:1<21::AID-NAV2>3.0.CO;2-O Ragatz, 1984, A simulation analysis of due date assignment rules, Journal of Operations Management, 5, 27, 10.1016/0272-6963(84)90005-6 Riesbeck, 1989 Roman, 1996, Dynamic assignation of due dates in an assembly shop based in simulation, International Journal of Production Research, 34, 1539, 10.1080/00207549608904983 Salamó, 2000, Weighting methods of case-based classifier system Sabuncuoglu, 2002, Operation-based flowtime estimation in a dynamic job shop, Omega, 30, 423, 10.1016/S0305-0483(02)00058-0 Sha, 2004, Due-date assignment in wafer fabrication using artificial neural networks, International Journal of Advanced Manufacturing Technology, 23, 768, 10.1007/s00170-003-1644-8 Shaw, 1990, Inductive learning for risk classification, IEEE Expert: Intelligent Systems and Their Applications, 5, 47, 10.1109/64.50856 Shin, 1999, Case-based reasoning supported by genetic algorithms for corporate bond rating, Expert Systems with Applications, 16, 85, 10.1016/S0957-4174(98)00063-3 Shin, 2001, A case-based approach using inductive indexing for corporate bond rating, Decision Support Systems, 32, 41, 10.1016/S0167-9236(01)00099-9 Smith, 1995, Regression-based due date assignment rules for improved assembly shop performance, International Journal of Production Research, 33, 2375, 10.1080/00207549508904821 Tsai, 1997, Integrating order release control with due-date assignment rules, International Journal of Production Research, 35, 3379, 10.1080/002075497194138 Veral, 2001, Computer simulation of due-date setting in multi-machine job shops, Computers & Industrial Engineering, 41, 77, 10.1016/S0360-8352(01)00043-2 Vig, 1991, Dynamic rules for due date assignment, International Journal of Production Research, 29, 1361, 10.1080/00207549108948016 Y. Wang, I.H. Witten, Induction of model trees for predicting continuous classes, in: Proceedings of the poster papers of the European Conference on Machine Learning, University of Economics, Faculty of Informatics and Statistics, Prague, 1997, pp. 128–137. Watson, 1994, Case-based reasoning: a review, The Knowledge Engineering Review, 9, 355, 10.1017/S0269888900007098 Watson, 1997, CAIRN: a case-based document retrieval system Wein, 1988, Scheduling semiconductor wafer fabrication, IEEE Transactions on Semiconductor Manufacturing, 1, 115, 10.1109/66.4384 Yu, 2003, Selection for collaborative filtering: an information-theoretic approach, Knowledge and Information Systems, 5, 201, 10.1007/s10115-003-0089-6 Zhou, 2003, Extracting symbolic rules from trained neural network ensembles, AI Communications, 16, 3