{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,17]],"date-time":"2026-03-17T09:04:40Z","timestamp":1773738280284,"version":"3.50.1"},"reference-count":37,"publisher":"Springer Science and Business Media LLC","issue":"1","license":[{"start":{"date-parts":[[2014,9,25]],"date-time":"2014-09-25T00:00:00Z","timestamp":1411603200000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["J Intell Manuf"],"published-print":{"date-parts":[[2017,1]]},"DOI":"10.1007\/s10845-014-0968-6","type":"journal-article","created":{"date-parts":[[2014,9,24]],"date-time":"2014-09-24T15:25:38Z","timestamp":1411572338000},"page":"165-179","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":21,"title":["Process control based on pattern recognition for routing carbon fiber reinforced polymer"],"prefix":"10.1007","volume":"28","author":[{"given":"Yasser","family":"Shaban","sequence":"first","affiliation":[]},{"given":"Mouhab","family":"Meshreki","sequence":"additional","affiliation":[]},{"given":"Soumaya","family":"Yacout","sequence":"additional","affiliation":[]},{"given":"Marek","family":"Balazinski","sequence":"additional","affiliation":[]},{"given":"Helmi","family":"Attia","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2014,9,25]]},"reference":[{"key":"968_CR1","doi-asserted-by":"crossref","unstructured":"Benardos, P., & Vosniakos, G. (2002). Prediction of surface roughness in CNC face milling using neural networks and Taguchi\u2019s design of experiments. Robotics and Computer-Integrated Manufacturing, 18(5), 343\u2013354.","DOI":"10.1016\/S0736-5845(02)00005-4"},{"issue":"2","key":"968_CR2","doi-asserted-by":"crossref","first-page":"265","DOI":"10.1007\/s10845-009-0349-8","volume":"23","author":"A Bennane","year":"2012","unstructured":"Bennane, A., & Yacout, S. (2012). LAD-CBM; new data processing tool for diagnosis and prognosis in condition-based maintenance. Journal of Intelligent Manufacturing, 23(2), 265\u2013275.","journal-title":"Journal of Intelligent Manufacturing"},{"issue":"2","key":"968_CR3","doi-asserted-by":"crossref","first-page":"292","DOI":"10.1109\/69.842268","volume":"12","author":"E Bores","year":"2000","unstructured":"Bores, E., Hammer, P. L., Ibaraki, T., Kogan, A., Mayoraz, E., & Muchnik, I. (2000). An implementation of logical analysis of data. IEEE Transactions on Knowledge and Data Engineering, 12(2), 292\u2013306.","journal-title":"IEEE Transactions on Knowledge and Data Engineering"},{"issue":"3","key":"968_CR4","doi-asserted-by":"crossref","first-page":"639","DOI":"10.1007\/s10845-010-0415-2","volume":"23","author":"U \u00c7ayda\u015f","year":"2012","unstructured":"\u00c7ayda\u015f, U., & Ekici, S. (2012). Support vector machines models for surface roughness prediction in CNC turning of AISI 304 austenitic stainless steel. Journal of Intelligent Manufacturing, 23(3), 639\u2013650.","journal-title":"Journal of Intelligent Manufacturing"},{"key":"968_CR5","unstructured":"Chawla, N. V., Bowyer, K. W., Hall, L. O., & Kegelmeyer, W. P. (2011). SMOTE: Synthetic minority over-sampling technique. arXiv preprint arXiv:1106.1813 ."},{"issue":"3","key":"968_CR6","doi-asserted-by":"crossref","first-page":"411","DOI":"10.1016\/0890-6955(95)00057-7","volume":"36","author":"SA Coker","year":"1996","unstructured":"Coker, S. A., & Shin, Y. C. (1996). In-process control of surface roughness due to tool wear using a new ultrasonic system. International Journal of Machine Tools and Manufacture, 36(3), 411\u2013422.","journal-title":"International Journal of Machine Tools and Manufacture"},{"issue":"2","key":"968_CR7","doi-asserted-by":"crossref","first-page":"160","DOI":"10.1016\/j.jmatprotec.2004.06.003","volume":"160","author":"JP Davim","year":"2005","unstructured":"Davim, J. P., & Reis, P. (2005). Damage and dimensional precision on milling carbon fiber-reinforced plastics using design experiments. Journal of Materials Processing Technology, 160(2), 160\u2013167.","journal-title":"Journal of Materials Processing Technology"},{"issue":"5","key":"968_CR8","doi-asserted-by":"crossref","first-page":"1833","DOI":"10.1007\/s10845-010-0498-9","volume":"23","author":"S Du","year":"2012","unstructured":"Du, S., Lv, J., & Xi, L. (2012). A robust approach for root causes identification in machining processes using hybrid learning algorithm and engineering knowledge. Journal of Intelligent Manufacturing, 23(5), 1833\u20131847.","journal-title":"Journal of Intelligent Manufacturing"},{"issue":"1","key":"968_CR9","doi-asserted-by":"crossref","first-page":"17","DOI":"10.1016\/j.jala.2006.07.012","volume":"12","author":"C Elliott","year":"2007","unstructured":"Elliott, C., Vijayakumar, V., Zink, W., & Hansen, R. (2007). National instruments LabVIEW: A programming environment for laboratory automation and measurement. Journal of the Association for Laboratory Automation, 12(1), 17\u201324.","journal-title":"Journal of the Association for Laboratory Automation"},{"key":"968_CR10","doi-asserted-by":"crossref","first-page":"135","DOI":"10.1016\/S0924-0136(99)00221-6","volume":"92","author":"J Ferreira","year":"1999","unstructured":"Ferreira, J., Coppini, N., & Miranda, G. (1999). Machining optimisation in carbon fibre reinforced composite materials. Journal of Materials Processing Technology, 92, 135\u2013140.","journal-title":"Journal of Materials Processing Technology"},{"key":"968_CR11","first-page":"327","volume":"2","author":"RE Haber","year":"2002","unstructured":"Haber, R. E., Haber, R., Alique, A., & Ros, S. (2002). Application of knowledge-based systems for supervision and control of machining processes. Handbook of Software Engineering and Knowledge Engineering, 2, 327\u2013362.","journal-title":"Handbook of Software Engineering and Knowledge Engineering"},{"issue":"1","key":"968_CR12","doi-asserted-by":"crossref","first-page":"10","DOI":"10.1145\/1656274.1656278","volume":"11","author":"M Hall","year":"2009","unstructured":"Hall, M., Frank, E., Holmes, G., Pfahringer, B., Reutemann, P., & Witten, I. H. (2009). The WEKA data mining software: An update. ACM SIGKDD Explorations Newsletter, 11(1), 10\u201318.","journal-title":"ACM SIGKDD Explorations Newsletter"},{"key":"968_CR13","unstructured":"Hammer, P. L. (1986). Partially defined Boolean functions and cause-effect relationships. In International conference on multi-attribute decision making via or-based expert systems."},{"issue":"1","key":"968_CR14","doi-asserted-by":"crossref","first-page":"203","DOI":"10.1007\/s10479-006-0075-y","volume":"148","author":"PL Hammer","year":"2006","unstructured":"Hammer, P. L., & Bonates, T. O. (2006). Logical analysis of data\u2014an overview: From combinatorial optimization to medical applications. Annals of Operations Research, 148(1), 203\u2013225.","journal-title":"Annals of Operations Research"},{"issue":"1","key":"968_CR15","doi-asserted-by":"crossref","first-page":"215","DOI":"10.1007\/s10479-011-0850-2","volume":"188","author":"P Hansen","year":"2011","unstructured":"Hansen, P., & Meyer, C. (2011). A new column generation algorithm for logical analysis of data. Annals of Operations Research, 188(1), 215\u2013249.","journal-title":"Annals of Operations Research"},{"key":"968_CR16","doi-asserted-by":"publisher","unstructured":"Huang, P. B. (2014). An intelligent neural-fuzzy model for an in-process surface roughness monitoring system in end milling operations. Journal of Intelligent Manufacturing. doi: 10.1007\/s10845-014-0907-6 .","DOI":"10.1007\/s10845-014-0907-6"},{"key":"968_CR17","unstructured":"Landers, R. G., Ulsoy, A. G., & Furness, R. J. (2002). Process monitoring and control of machining operations. In The mechanical systems design handbook."},{"issue":"2","key":"968_CR18","doi-asserted-by":"crossref","first-page":"297","DOI":"10.1115\/1.1707035","volume":"126","author":"SY Liang","year":"2004","unstructured":"Liang, S. Y., Hecker, R. L., & Landers, R. G. (2004). Machining process monitoring and control: The state-of-the-art. Journal of Manufacturing Science and Engineering, 126(2), 297\u2013310.","journal-title":"Journal of Manufacturing Science and Engineering"},{"key":"968_CR19","doi-asserted-by":"crossref","unstructured":"Linderoth, J. T., & Lodi, A. (2011). MILP software. In Wiley encyclopedia of operations research and management science.","DOI":"10.1002\/9780470400531.eorms0524"},{"key":"968_CR20","doi-asserted-by":"crossref","unstructured":"Mayoraz, E., & Moreira, M. (1999). Combinatorial approach for data binarization. In Principles of data mining and knowledge discovery (pp. 442\u2013447). Springer, Berlin.","DOI":"10.1007\/978-3-540-48247-5_56"},{"key":"968_CR21","doi-asserted-by":"crossref","unstructured":"Meshreki, M., Sadek, A., & Attia, M. H. (2012). High speed routing of woven carbon fiber reinforced epoxy laminates. In Proceedings of the ASME 2012 international mechanical engineering congress & exposition, Houston, Texas, USA.","DOI":"10.1115\/IMECE2012-88616"},{"key":"968_CR22","doi-asserted-by":"crossref","unstructured":"Mortada, M.-A., Carroll Iii, T., Yacout, S., & Lakis, A. (2009). Rogue components: Their effect and control using logical analysis of data. Journal of Intelligent Manufacturing, 23(2), 289\u2013302.","DOI":"10.1007\/s10845-009-0351-1"},{"issue":"4","key":"968_CR23","doi-asserted-by":"publisher","first-page":"371","DOI":"10.1108\/13552511111180186","volume":"17","author":"M-A Mortada","year":"2011","unstructured":"Mortada, M.-A., Yacout, S., & Lakis, A. (2011). Diagnosis of rotor bearings using logical analysis of data. Journal of Quality in Maintenance Engineering, 17(4), 371\u2013397. doi: 10.1108\/13552511111180186 .","journal-title":"Journal of Quality in Maintenance Engineering"},{"key":"968_CR24","doi-asserted-by":"publisher","unstructured":"Mortada, M.-A., Yacout, S., & Lakis, A. (2013). Fault diagnosis in power transformers using multi-class logical analysis of data. Journal of Intelligent Manufacturing. doi: 10.1007\/s10845-013-0750-1 .","DOI":"10.1007\/s10845-013-0750-1"},{"key":"968_CR25","doi-asserted-by":"crossref","first-page":"292","DOI":"10.1016\/S0924-0136(99)00040-0","volume":"89","author":"M Rahman","year":"1999","unstructured":"Rahman, M., Ramakrishna, S., Prakash, J., & Tan, D. (1999). Machinability study of carbon fiber reinforced composite. Journal of Materials Processing Technology, 89, 292\u2013297.","journal-title":"Journal of Materials Processing Technology"},{"key":"968_CR26","unstructured":"Russell, S. J., Norvig, P., Canny, J. F., Malik, J. M., & Edwards, D. D. (1995). Artificial intelligence: A modern approach (vol. 74). Prentice Hall, Englewood Cliffs."},{"issue":"4","key":"968_CR27","doi-asserted-by":"crossref","first-page":"749","DOI":"10.1016\/j.dam.2008.07.005","volume":"157","author":"HS Ryoo","year":"2009","unstructured":"Ryoo, H. S., & Jang, I. Y. (2009). Milp approach to pattern generation in logical analysis of data. Discrete Applied Mathematics, 157(4), 749\u2013761.","journal-title":"Discrete Applied Mathematics"},{"issue":"4","key":"968_CR28","doi-asserted-by":"crossref","first-page":"473","DOI":"10.1007\/s10845-008-0097-1","volume":"19","author":"VS Sharma","year":"2008","unstructured":"Sharma, V. S., Dhiman, S., Sehgal, R., & Sharma, S. (2008). Estimation of cutting forces and surface roughness for hard turning using neural networks. Journal of Intelligent Manufacturing, 19(4), 473\u2013483.","journal-title":"Journal of Intelligent Manufacturing"},{"key":"968_CR29","unstructured":"Software, C. (2012). Patent Cooperation Treaty PCT\/CA2011\/000876, No. Wo 2012\/00984."},{"issue":"2","key":"968_CR30","doi-asserted-by":"crossref","first-page":"611","DOI":"10.1016\/S0007-8506(07)61703-X","volume":"51","author":"R Teti","year":"2002","unstructured":"Teti, R. (2002). Machining of composite materials. CIRP Annals-Manufacturing Technology, 51(2), 611\u2013634.","journal-title":"CIRP Annals-Manufacturing Technology"},{"issue":"4","key":"968_CR31","doi-asserted-by":"crossref","first-page":"355","DOI":"10.1080\/07408170500333392","volume":"38","author":"H Wang","year":"2006","unstructured":"Wang, H., & Huang, Q. (2006). Error cancellation modeling and its application to machining process control. IIE Transactions, 38(4), 355\u2013364.","journal-title":"IIE Transactions"},{"key":"968_CR32","volume-title":"Data mining: Practical machine learning tools and techniques","author":"IH Witten","year":"2011","unstructured":"Witten, I. H., & Frank, E. (2011). Data mining: Practical machine learning tools and techniques. Los Altos: Morgan Kaufmann."},{"key":"968_CR33","volume-title":"Data mining: Practical machine learning tools and techniques","author":"IH Witten","year":"2011","unstructured":"Witten, I. H., Frank, E., & Hall, M. A. (2011). Data mining: Practical machine learning tools and techniques. Los Altos: Morgan Kaufmann."},{"issue":"7","key":"968_CR34","doi-asserted-by":"crossref","first-page":"1341","DOI":"10.1162\/neco.1996.8.7.1341","volume":"8","author":"DH Wolpert","year":"1996","unstructured":"Wolpert, D. H. (1996). The lack of a priori distinctions between learning algorithms. Neural Computation, 8(7), 1341\u20131390.","journal-title":"Neural Computation"},{"key":"968_CR35","doi-asserted-by":"publisher","unstructured":"Yacout, S. (2010). Fault detection and diagnosis for condition based maintenance using the logical analysis of data. In 40th International conference on computers and industrial engineering, Japan. IEEE Computer Society. doi: 10.1109\/iccie.2010.5668357 .","DOI":"10.1109\/iccie.2010.5668357"},{"issue":"3","key":"968_CR36","doi-asserted-by":"crossref","first-page":"301","DOI":"10.1007\/s10845-007-0024-x","volume":"18","author":"JZ Zhang","year":"2007","unstructured":"Zhang, J. Z., Chen, J. C., & Kirby, E. D. (2007). The development of an in-process surface roughness adaptive control system in turning operations. Journal of Intelligent Manufacturing, 18(3), 301\u2013311.","journal-title":"Journal of Intelligent Manufacturing"},{"issue":"5","key":"968_CR37","doi-asserted-by":"crossref","first-page":"1805","DOI":"10.1007\/s10845-010-0487-z","volume":"23","author":"U Zuperl","year":"2012","unstructured":"Zuperl, U., Cus, F., & Reibenschuh, M. (2012). Modeling and adaptive force control of milling by using artificial techniques. Journal of Intelligent Manufacturing, 23(5), 1805\u20131815.","journal-title":"Journal of Intelligent Manufacturing"}],"container-title":["Journal of Intelligent Manufacturing"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10845-014-0968-6.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s10845-014-0968-6\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10845-014-0968-6","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10845-014-0968-6.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,5,31]],"date-time":"2019-05-31T02:12:03Z","timestamp":1559268723000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s10845-014-0968-6"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2014,9,25]]},"references-count":37,"journal-issue":{"issue":"1","published-print":{"date-parts":[[2017,1]]}},"alternative-id":["968"],"URL":"https:\/\/doi.org\/10.1007\/s10845-014-0968-6","relation":{},"ISSN":["0956-5515","1572-8145"],"issn-type":[{"value":"0956-5515","type":"print"},{"value":"1572-8145","type":"electronic"}],"subject":[],"published":{"date-parts":[[2014,9,25]]}}}