[{"keyword":["Sensor fusion","Inspection","Optical sensors","Printing machinery","Data security","Data analysis","Production","Degradation","Principal component analysis","Karhunen-Loeve transforms"],"_id":"2068","page":"accepted for publication","abstract":[{"lang":"eng","text":"The production of printing goods is laborious. Furthermore, the print quality, especially in banknotes, must be assured. It is accepted, that print defects are generated because printing parameters, also machine parameters can change unnoticed. Therefore, a combined concept for a multi-sensory learning and classification model based on new adaptive fuzzy-pattern-classifiers for data inspection is proposed. This inspection concept, which combines optical, acoustical and other machine information, comes up with a large amount of data, which leads to multivariate methods for data analysis. Multivariate methods are useful for analysis of large and complex data sets that consist of many variables measured on large numbers of physical data."}],"department":[{"_id":"DEP5023"}],"year":2007,"user_id":"45673","status":"public","title":"A Fuzzy-Pattern-Classifier-Based Adaptive Learning Model for Sensor Fusion","doi":"10.1109/MLSP.2007.4414320","date_updated":"2023-03-15T13:49:38Z","main_file_link":[{"url":"https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=4414320&tag=1"}],"publication_identifier":{"eisbn":["978-1-4244-1566-3"],"isbn":["978-1-4244-1565-6"],"unknown":["2378-928X "],"issn":["1551-2541 "]},"type":"conference","author":[{"first_name":"Walter","last_name":"Dyck","full_name":"Dyck, Walter"},{"last_name":"Türke","full_name":"Türke, Thomas","first_name":"Thomas"},{"full_name":"Schaede, Johannes","id":"2128","last_name":"Schaede","first_name":"Johannes"},{"orcid":"0000-0002-3325-7887","first_name":"Volker","last_name":"Lohweg","id":"1804","full_name":"Lohweg, Volker"}],"publisher":"MLSP 2007 - International Workshop on MACHINE LEARNING FOR SIGNAL PROCESSING","date_created":"2019-11-29T13:50:28Z","language":[{"iso":"eng"}],"publication_status":"published","place":"Thessaloniki, Greece","citation":{"van":"Dyck W, Türke T, Schaede J, Lohweg V. A Fuzzy-Pattern-Classifier-Based Adaptive Learning Model for Sensor Fusion. In Thessaloniki, Greece: MLSP 2007 - International Workshop on MACHINE LEARNING FOR SIGNAL PROCESSING; 2007. p. accepted for publication.","ama":"Dyck W, Türke T, Schaede J, Lohweg V. A Fuzzy-Pattern-Classifier-Based Adaptive Learning Model for Sensor Fusion. In: Thessaloniki, Greece: MLSP 2007 - International Workshop on MACHINE LEARNING FOR SIGNAL PROCESSING; 2007:accepted for publication. doi:<a href=\"https://doi.org/10.1109/MLSP.2007.4414320\">10.1109/MLSP.2007.4414320</a>","ieee":"W. Dyck, T. Türke, J. Schaede, and V. Lohweg, “A Fuzzy-Pattern-Classifier-Based Adaptive Learning Model for Sensor Fusion,” 2007, p. accepted for publication.","havard":"W. Dyck, T. Türke, J. Schaede, V. Lohweg, A Fuzzy-Pattern-Classifier-Based Adaptive Learning Model for Sensor Fusion, in: MLSP 2007 - International Workshop on MACHINE LEARNING FOR SIGNAL PROCESSING, Thessaloniki, Greece, 2007: p. accepted for publication.","chicago-de":"Dyck, Walter, Thomas Türke, Johannes Schaede und Volker Lohweg. 2007. A Fuzzy-Pattern-Classifier-Based Adaptive Learning Model for Sensor Fusion. In: , accepted for publication. Thessaloniki, Greece: MLSP 2007 - International Workshop on MACHINE LEARNING FOR SIGNAL PROCESSING. doi:<a href=\"https://doi.org/10.1109/MLSP.2007.4414320,\">10.1109/MLSP.2007.4414320,</a> .","chicago":"Dyck, Walter, Thomas Türke, Johannes Schaede, and Volker Lohweg. “A Fuzzy-Pattern-Classifier-Based Adaptive Learning Model for Sensor Fusion,” accepted for publication. Thessaloniki, Greece: MLSP 2007 - International Workshop on MACHINE LEARNING FOR SIGNAL PROCESSING, 2007. <a href=\"https://doi.org/10.1109/MLSP.2007.4414320\">https://doi.org/10.1109/MLSP.2007.4414320</a>.","ufg":"<b>Dyck, Walter et. al. (2007)</b>: A Fuzzy-Pattern-Classifier-Based Adaptive Learning Model for Sensor Fusion, in: , Thessaloniki, Greece, S. accepted for publication.","din1505-2-1":"<span style=\"font-variant:small-caps;\">Dyck, Walter</span> ; <span style=\"font-variant:small-caps;\">Türke, Thomas</span> ; <span style=\"font-variant:small-caps;\">Schaede, Johannes</span> ; <span style=\"font-variant:small-caps;\">Lohweg, Volker</span>: A Fuzzy-Pattern-Classifier-Based Adaptive Learning Model for Sensor Fusion. In: . Thessaloniki, Greece : MLSP 2007 - International Workshop on MACHINE LEARNING FOR SIGNAL PROCESSING, 2007, S. accepted for publication","apa":"Dyck, W., Türke, T., Schaede, J., &#38; Lohweg, V. (2007). A Fuzzy-Pattern-Classifier-Based Adaptive Learning Model for Sensor Fusion (p. accepted for publication). Thessaloniki, Greece: MLSP 2007 - International Workshop on MACHINE LEARNING FOR SIGNAL PROCESSING. <a href=\"https://doi.org/10.1109/MLSP.2007.4414320\">https://doi.org/10.1109/MLSP.2007.4414320</a>","mla":"Dyck, Walter, et al. <i>A Fuzzy-Pattern-Classifier-Based Adaptive Learning Model for Sensor Fusion</i>. MLSP 2007 - International Workshop on MACHINE LEARNING FOR SIGNAL PROCESSING, 2007, p. accepted for publication, doi:<a href=\"https://doi.org/10.1109/MLSP.2007.4414320\">10.1109/MLSP.2007.4414320</a>.","short":"W. Dyck, T. Türke, J. Schaede, V. Lohweg, in: MLSP 2007 - International Workshop on MACHINE LEARNING FOR SIGNAL PROCESSING, Thessaloniki, Greece, 2007, p. accepted for publication.","bjps":"<b>Dyck W <i>et al.</i></b> (2007) A Fuzzy-Pattern-Classifier-Based Adaptive Learning Model for Sensor Fusion. Thessaloniki, Greece: MLSP 2007 - International Workshop on MACHINE LEARNING FOR SIGNAL PROCESSING, p. accepted for publication."}},{"date_updated":"2023-03-15T13:49:38Z","main_file_link":[{"url":"https://ieeexplore.ieee.org/document/4086065/keywords#full-text-header"}],"doi":"10.1109/ICIF.2006.301779","title":"Information Fusion Application On Security Printing With Parametrical Fuzzy Classification","type":"conference","author":[{"last_name":"Dyck","full_name":"Dyck, Walter","first_name":"Walter"},{"full_name":"Schaede, Johannes","last_name":"Schaede","id":"2128","first_name":"Johannes"},{"full_name":"Türke, Thomas","last_name":"Türke","first_name":"Thomas"},{"orcid":"0000-0002-3325-7887","first_name":"Volker","last_name":"Lohweg","id":"1804","full_name":"Lohweg, Volker"}],"publication_identifier":{"isbn":[" 1-4244-0953-5"]},"citation":{"short":"W. Dyck, J. Schaede, T. Türke, V. Lohweg, in:  2006 9th International Conference on Information Fusion, 9th International Conference on Information Fusion, 2006. ICIF ’06, 2006, pp. 1–8.","bjps":"<b>Dyck W <i>et al.</i></b> (2006) Information Fusion Application On Security Printing With Parametrical Fuzzy Classification. <i> 2006 9th International Conference on Information Fusion</i>. 9th International Conference on Information Fusion, 2006. ICIF ’06, pp. 1–8.","din1505-2-1":"<span style=\"font-variant:small-caps;\">Dyck, Walter</span> ; <span style=\"font-variant:small-caps;\">Schaede, Johannes</span> ; <span style=\"font-variant:small-caps;\">Türke, Thomas</span> ; <span style=\"font-variant:small-caps;\">Lohweg, Volker</span>: Information Fusion Application On Security Printing With Parametrical Fuzzy Classification. In: <i> 2006 9th International Conference on Information Fusion</i> : 9th International Conference on Information Fusion, 2006. ICIF ’06, 2006, S. 1–8","apa":"Dyck, W., Schaede, J., Türke, T., &#38; Lohweg, V. (2006). Information Fusion Application On Security Printing With Parametrical Fuzzy Classification. In <i> 2006 9th International Conference on Information Fusion</i> (pp. 1–8). 9th International Conference on Information Fusion, 2006. ICIF ’06. <a href=\"https://doi.org/10.1109/ICIF.2006.301779\">https://doi.org/10.1109/ICIF.2006.301779</a>","mla":"Dyck, Walter, et al. “Information Fusion Application On Security Printing With Parametrical Fuzzy Classification.” <i> 2006 9th International Conference on Information Fusion</i>, 9th International Conference on Information Fusion, 2006. ICIF ’06, 2006, pp. 1–8, doi:<a href=\"https://doi.org/10.1109/ICIF.2006.301779\">10.1109/ICIF.2006.301779</a>.","ufg":"<b>Dyck, Walter et. al. (2006)</b>: Information Fusion Application On Security Printing With Parametrical Fuzzy Classification, in: <i> 2006 9th International Conference on Information Fusion</i>, S. 1–8.","chicago-de":"Dyck, Walter, Johannes Schaede, Thomas Türke und Volker Lohweg. 2006. Information Fusion Application On Security Printing With Parametrical Fuzzy Classification. In: <i> 2006 9th International Conference on Information Fusion</i>, 1–8. 9th International Conference on Information Fusion, 2006. ICIF ’06. doi:<a href=\"https://doi.org/10.1109/ICIF.2006.301779,\">10.1109/ICIF.2006.301779,</a> .","chicago":"Dyck, Walter, Johannes Schaede, Thomas Türke, and Volker Lohweg. “Information Fusion Application On Security Printing With Parametrical Fuzzy Classification.” In <i> 2006 9th International Conference on Information Fusion</i>, 1–8. 9th International Conference on Information Fusion, 2006. ICIF ’06, 2006. <a href=\"https://doi.org/10.1109/ICIF.2006.301779\">https://doi.org/10.1109/ICIF.2006.301779</a>.","ieee":"W. Dyck, J. Schaede, T. Türke, and V. Lohweg, “Information Fusion Application On Security Printing With Parametrical Fuzzy Classification,” in <i> 2006 9th International Conference on Information Fusion</i>, 2006, pp. 1–8.","havard":"W. Dyck, J. Schaede, T. Türke, V. Lohweg, Information Fusion Application On Security Printing With Parametrical Fuzzy Classification, in:  2006 9th International Conference on Information Fusion, 9th International Conference on Information Fusion, 2006. ICIF ’06, 2006: pp. 1–8.","van":"Dyck W, Schaede J, Türke T, Lohweg V. Information Fusion Application On Security Printing With Parametrical Fuzzy Classification. In:  2006 9th International Conference on Information Fusion. 9th International Conference on Information Fusion, 2006. ICIF ’06; 2006. p. 1–8.","ama":"Dyck W, Schaede J, Türke T, Lohweg V. Information Fusion Application On Security Printing With Parametrical Fuzzy Classification. In: <i> 2006 9th International Conference on Information Fusion</i>. 9th International Conference on Information Fusion, 2006. ICIF ’06; 2006:1-8. doi:<a href=\"https://doi.org/10.1109/ICIF.2006.301779\">10.1109/ICIF.2006.301779</a>"},"publication_status":"published","publisher":"9th International Conference on Information Fusion, 2006. ICIF '06","language":[{"iso":"eng"}],"date_created":"2019-11-29T13:35:03Z","_id":"2062","keyword":["Information security","Inspection","Printing machinery","Optical sensors","Data security","Personnel","Fuzzy systems","Sensor systems","Expert systems","Ink"],"abstract":[{"lang":"eng","text":"Bank note inspection is a complex task. As more and more print techniques and new security features are established, total quality security and bank note printing must be assured. Therefore, this factor necessitates change of a sensorial concept in general. We propose an optical-acoustical inspection method based upon the concepts of information fusion and fuzzy interpretation of data measures. Furthermore, we present a simplified scheme for information fusion for pattern recognition and data classification based on parametrical unimodal potential functions and a Sugeno-type score value analysis. Digital Object Identifier: 10.1109/ICIF.2006.301779 <br />"}],"page":"1-8","year":2006,"user_id":"45673","department":[{"_id":"DEP5023"}],"status":"public","publication":" 2006 9th International Conference on Information Fusion"}]