[{"oa":"1","keyword":["fusion community","data fusion researcher","dempster-shafer theory","many alternative","novel method","considerable attention","hot discussion","suggested approach"],"citation":{"mla":"Li, Rui, and Volker Lohweg. <i>A Novel Data Fusion Approach Using Two-Layer Conflict Solving</i>. 2008.","bjps":"<b>Li R and Lohweg V</b> (2008) A Novel Data Fusion Approach Using Two-Layer Conflict Solving.","chicago-de":"Li, Rui und Volker Lohweg. 2008. A Novel Data Fusion Approach using Two-Layer Conflict Solving. In: .","chicago":"Li, Rui, and Volker Lohweg. “A Novel Data Fusion Approach Using Two-Layer Conflict Solving,” 2008.","din1505-2-1":"<span style=\"font-variant:small-caps;\">Li, Rui</span> ; <span style=\"font-variant:small-caps;\">Lohweg, Volker</span>: A Novel Data Fusion Approach using Two-Layer Conflict Solving. In: , 2008","apa":"Li, R., &#38; Lohweg, V. (2008). A Novel Data Fusion Approach using Two-Layer Conflict Solving.","van":"Li R, Lohweg V. A Novel Data Fusion Approach using Two-Layer Conflict Solving. In 2008.","ama":"Li R, Lohweg V. A Novel Data Fusion Approach using Two-Layer Conflict Solving. In: ; 2008.","havard":"R. Li, V. Lohweg, A Novel Data Fusion Approach using Two-Layer Conflict Solving, in: 2008.","ieee":"R. Li and V. Lohweg, “A Novel Data Fusion Approach using Two-Layer Conflict Solving,” 2008.","ufg":"<b>Li, Rui/Lohweg, Volker (2008)</b>: A Novel Data Fusion Approach using Two-Layer Conflict Solving, in: .","short":"R. Li, V. Lohweg, in: 2008."},"type":"conference","date_created":"2019-11-29T14:05:44Z","_id":"2070","user_id":"45673","department":[{"_id":"DEP5023"}],"date_updated":"2023-03-15T13:49:38Z","author":[{"id":"2000","last_name":"Li","full_name":"Li, Rui","first_name":"Rui"},{"first_name":"Volker","full_name":"Lohweg, Volker","last_name":"Lohweg","orcid":"0000-0002-3325-7887","id":"1804"}],"language":[{"iso":"eng"}],"title":"A Novel Data Fusion Approach using Two-Layer Conflict Solving","abstract":[{"text":"A Two-Layer Conflict Solving data fusion approach is proposed in this work, with an aim to provide another approach to data fusion community. Since the evidence of Dempster-Shafer Theory, algorithms for combining pieces of evidence have drawn a considerable attention from data fusion researchers, along with many alternatives invented. However, none of these approaches receive an agreement for being able to perform very successfully in all scenarios and hence this topic is still in hot discussion. Therefore, the suggested approach in this work will contribute as a novel method and present its own merits. ","lang":"eng"}],"main_file_link":[{"open_access":"1","url":"https://www.eurasip.org/Proceedings/Ext/CIP2008/papers/1569094849.pdf"}],"publication_status":"published","year":2008,"status":"public"},{"publication_status":"published","status":"public","year":2008,"main_file_link":[{"url":"https://ieeexplore.ieee.org/document/4632223/keywords#full-text-header"}],"publication_identifier":{"isbn":["978-3-8007-3092-6"]},"abstract":[{"text":"In this paper, a fuzzy pattern classification tuning approach is proposed, which is based on fusion concept. In this method, tuning parameters are learned in a training procedure, enabling system to be capable of managing individual classification task. Fuzzy c-means, as a specific instance of Tuning Reference, is employed as a tool to offer membership function which is used for making decisions and its membership function fuses (tunes) another membership function captured from fuzzy pattern classification and then final decisions are made upon fused one. Experiments are taken on five benchmark datasets, one of them shows an equal performance and the other four present better results than each single classifier.","lang":"eng"}],"author":[{"id":"2000","last_name":"Li","full_name":"Li, Rui","first_name":"Rui"},{"full_name":"Lohweg, Volker","first_name":"Volker","orcid":"0000-0002-3325-7887","id":"1804","last_name":"Lohweg"}],"date_updated":"2023-03-15T13:49:38Z","language":[{"iso":"eng"}],"title":"Fuzzy Pattern Classification Tuning by Parameter Learning based on Fusion Concept","department":[{"_id":"DEP5023"}],"user_id":"45673","publisher":"In: The 11th Conference on Information Fusion, June 30 - July 3, Cologne, Germany","date_created":"2019-11-29T14:09:33Z","_id":"2071","citation":{"ieee":"R. Li and V. Lohweg, “Fuzzy Pattern Classification Tuning by Parameter Learning based on Fusion Concept,” 2008.","havard":"R. Li, V. Lohweg, Fuzzy Pattern Classification Tuning by Parameter Learning based on Fusion Concept, in: In: The 11th Conference on Information Fusion, June 30 - July 3, Cologne, Germany, 2008.","van":"Li R, Lohweg V. Fuzzy Pattern Classification Tuning by Parameter Learning based on Fusion Concept. In In: The 11th Conference on Information Fusion, June 30 - July 3, Cologne, Germany; 2008.","ama":"Li R, Lohweg V. Fuzzy Pattern Classification Tuning by Parameter Learning based on Fusion Concept. In: In: The 11th Conference on Information Fusion, June 30 - July 3, Cologne, Germany; 2008.","ufg":"<b>Li, Rui/Lohweg, Volker (2008)</b>: Fuzzy Pattern Classification Tuning by Parameter Learning based on Fusion Concept, in: .","short":"R. Li, V. Lohweg, in: In: The 11th Conference on Information Fusion, June 30 - July 3, Cologne, Germany, 2008.","chicago-de":"Li, Rui und Volker Lohweg. 2008. Fuzzy Pattern Classification Tuning by Parameter Learning based on Fusion Concept. In: . In: The 11th Conference on Information Fusion, June 30 - July 3, Cologne, Germany.","bjps":"<b>Li R and Lohweg V</b> (2008) Fuzzy Pattern Classification Tuning by Parameter Learning Based on Fusion Concept. In: The 11th Conference on Information Fusion, June 30 - July 3, Cologne, Germany.","mla":"Li, Rui, and Volker Lohweg. <i>Fuzzy Pattern Classification Tuning by Parameter Learning Based on Fusion Concept</i>. In: The 11th Conference on Information Fusion, June 30 - July 3, Cologne, Germany, 2008.","din1505-2-1":"<span style=\"font-variant:small-caps;\">Li, Rui</span> ; <span style=\"font-variant:small-caps;\">Lohweg, Volker</span>: Fuzzy Pattern Classification Tuning by Parameter Learning based on Fusion Concept. In:  : In: The 11th Conference on Information Fusion, June 30 - July 3, Cologne, Germany, 2008","apa":"Li, R., &#38; Lohweg, V. (2008). Fuzzy Pattern Classification Tuning by Parameter Learning based on Fusion Concept. In: The 11th Conference on Information Fusion, June 30 - July 3, Cologne, Germany.","chicago":"Li, Rui, and Volker Lohweg. “Fuzzy Pattern Classification Tuning by Parameter Learning Based on Fusion Concept.” In: The 11th Conference on Information Fusion, June 30 - July 3, Cologne, Germany, 2008."},"type":"conference","keyword":["tuning parameter","information fusion","fuzzy cmeans","membership function","fuzzy pattern classification"]},{"year":2008,"status":"public","publication_status":"published","date_updated":"2023-03-15T13:49:38Z","author":[{"id":"1804","orcid":"0000-0002-3325-7887","last_name":"Lohweg","full_name":"Lohweg, Volker","first_name":"Volker"},{"last_name":"Possel-Dölken","first_name":"Frank","full_name":"Possel-Dölken, Frank"}],"title":"Oberflächenanalyse mit intelligenten Netzwerk-Kameras - Virtuelle Produktentwicklung mit Simulation/Verkürzung Time-to-Market durch Einsatz von Simulationstechniken","language":[{"iso":"eng"}],"department":[{"_id":"DEP5023"}],"user_id":"45673","publisher":"Innovationsdialog NRW, dSPACE GmbH, Technologiepark, Paderborn","_id":"2072","date_created":"2019-11-29T14:13:23Z","citation":{"mla":"Lohweg, Volker, and Frank Possel-Dölken. <i>Oberflächenanalyse Mit Intelligenten Netzwerk-Kameras - Virtuelle Produktentwicklung Mit Simulation/Verkürzung Time-to-Market Durch Einsatz von Simulationstechniken</i>. Innovationsdialog NRW, dSPACE GmbH, Technologiepark, Paderborn, 2008.","bjps":"<b>Lohweg V and Possel-Dölken F</b> (2008) Oberflächenanalyse Mit Intelligenten Netzwerk-Kameras - Virtuelle Produktentwicklung Mit Simulation/Verkürzung Time-to-Market Durch Einsatz von Simulationstechniken. Innovationsdialog NRW, dSPACE GmbH, Technologiepark, Paderborn.","chicago-de":"Lohweg, Volker und Frank Possel-Dölken. 2008. Oberflächenanalyse mit intelligenten Netzwerk-Kameras - Virtuelle Produktentwicklung mit Simulation/Verkürzung Time-to-Market durch Einsatz von Simulationstechniken. In: . Innovationsdialog NRW, dSPACE GmbH, Technologiepark, Paderborn.","chicago":"Lohweg, Volker, and Frank Possel-Dölken. “Oberflächenanalyse Mit Intelligenten Netzwerk-Kameras - Virtuelle Produktentwicklung Mit Simulation/Verkürzung Time-to-Market Durch Einsatz von Simulationstechniken.” Innovationsdialog NRW, dSPACE GmbH, Technologiepark, Paderborn, 2008.","apa":"Lohweg, V., &#38; Possel-Dölken, F. (2008). Oberflächenanalyse mit intelligenten Netzwerk-Kameras - Virtuelle Produktentwicklung mit Simulation/Verkürzung Time-to-Market durch Einsatz von Simulationstechniken. Innovationsdialog NRW, dSPACE GmbH, Technologiepark, Paderborn.","din1505-2-1":"<span style=\"font-variant:small-caps;\">Lohweg, Volker</span> ; <span style=\"font-variant:small-caps;\">Possel-Dölken, Frank</span>: Oberflächenanalyse mit intelligenten Netzwerk-Kameras - Virtuelle Produktentwicklung mit Simulation/Verkürzung Time-to-Market durch Einsatz von Simulationstechniken. In:  : Innovationsdialog NRW, dSPACE GmbH, Technologiepark, Paderborn, 2008","havard":"V. Lohweg, F. Possel-Dölken, Oberflächenanalyse mit intelligenten Netzwerk-Kameras - Virtuelle Produktentwicklung mit Simulation/Verkürzung Time-to-Market durch Einsatz von Simulationstechniken, in: Innovationsdialog NRW, dSPACE GmbH, Technologiepark, Paderborn, 2008.","van":"Lohweg V, Possel-Dölken F. Oberflächenanalyse mit intelligenten Netzwerk-Kameras - Virtuelle Produktentwicklung mit Simulation/Verkürzung Time-to-Market durch Einsatz von Simulationstechniken. In Innovationsdialog NRW, dSPACE GmbH, Technologiepark, Paderborn; 2008.","ama":"Lohweg V, Possel-Dölken F. Oberflächenanalyse mit intelligenten Netzwerk-Kameras - Virtuelle Produktentwicklung mit Simulation/Verkürzung Time-to-Market durch Einsatz von Simulationstechniken. In: Innovationsdialog NRW, dSPACE GmbH, Technologiepark, Paderborn; 2008.","ieee":"V. Lohweg and F. Possel-Dölken, “Oberflächenanalyse mit intelligenten Netzwerk-Kameras - Virtuelle Produktentwicklung mit Simulation/Verkürzung Time-to-Market durch Einsatz von Simulationstechniken,” 2008.","short":"V. Lohweg, F. Possel-Dölken, in: Innovationsdialog NRW, dSPACE GmbH, Technologiepark, Paderborn, 2008.","ufg":"<b>Lohweg, Volker/Possel-Dölken, Frank (2008)</b>: Oberflächenanalyse mit intelligenten Netzwerk-Kameras - Virtuelle Produktentwicklung mit Simulation/Verkürzung Time-to-Market durch Einsatz von Simulationstechniken, in: ."},"type":"conference"},{"type":"conference","citation":{"ieee":"M. Niederhöfer and V. Lohweg, “Application-based Approach for Automatic Texture Defect Recognition on Synthetic Surfaces,” in <i>13th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA 2008)</i>, 2008.","havard":"M. Niederhöfer, V. Lohweg, Application-based Approach for Automatic Texture Defect Recognition on Synthetic Surfaces, in: 13th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA 2008), Hamburg, Germany, 2008.","ama":"Niederhöfer M, Lohweg V. Application-based Approach for Automatic Texture Defect Recognition on Synthetic Surfaces. In: <i>13th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA 2008)</i>. Hamburg, Germany; 2008. doi:<a href=\"https://doi.org/10.1109/ETFA.2008.4638397\">10.1109/ETFA.2008.4638397</a>","van":"Niederhöfer M, Lohweg V. Application-based Approach for Automatic Texture Defect Recognition on Synthetic Surfaces. In: 13th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA 2008). Hamburg, Germany; 2008.","short":"M. Niederhöfer, V. Lohweg, in: 13th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA 2008), Hamburg, Germany, 2008.","ufg":"<b>Niederhöfer, Marcus/Lohweg, Volker (2008)</b>: Application-based Approach for Automatic Texture Defect Recognition on Synthetic Surfaces, in: <i>13th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA 2008)</i>, Hamburg, Germany.","chicago-de":"Niederhöfer, Marcus und Volker Lohweg. 2008. Application-based Approach for Automatic Texture Defect Recognition on Synthetic Surfaces. In: <i>13th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA 2008)</i>. Hamburg, Germany. doi:<a href=\"https://doi.org/10.1109/ETFA.2008.4638397,\">10.1109/ETFA.2008.4638397,</a> .","bjps":"<b>Niederhöfer M and Lohweg V</b> (2008) Application-Based Approach for Automatic Texture Defect Recognition on Synthetic Surfaces. <i>13th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA 2008)</i>. Hamburg, Germany.","mla":"Niederhöfer, Marcus, and Volker Lohweg. “Application-Based Approach for Automatic Texture Defect Recognition on Synthetic Surfaces.” <i>13th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA 2008)</i>, 2008, doi:<a href=\"https://doi.org/10.1109/ETFA.2008.4638397\">10.1109/ETFA.2008.4638397</a>.","din1505-2-1":"<span style=\"font-variant:small-caps;\">Niederhöfer, Marcus</span> ; <span style=\"font-variant:small-caps;\">Lohweg, Volker</span>: Application-based Approach for Automatic Texture Defect Recognition on Synthetic Surfaces. In: <i>13th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA 2008)</i>. Hamburg, Germany, 2008","apa":"Niederhöfer, M., &#38; Lohweg, V. (2008). Application-based Approach for Automatic Texture Defect Recognition on Synthetic Surfaces. In <i>13th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA 2008)</i>. Hamburg, Germany. <a href=\"https://doi.org/10.1109/ETFA.2008.4638397\">https://doi.org/10.1109/ETFA.2008.4638397</a>","chicago":"Niederhöfer, Marcus, and Volker Lohweg. “Application-Based Approach for Automatic Texture Defect Recognition on Synthetic Surfaces.” In <i>13th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA 2008)</i>. Hamburg, Germany, 2008. <a href=\"https://doi.org/10.1109/ETFA.2008.4638397\">https://doi.org/10.1109/ETFA.2008.4638397</a>."},"user_id":"45673","department":[{"_id":"DEP5023"}],"date_created":"2019-11-29T14:22:03Z","_id":"2073","place":"Hamburg, Germany","abstract":[{"lang":"eng","text":"Synthetic surfaces, in particular polymer structures, which are used for electronic components, have to be inspected in industrial processes. Polymers show some specific surface characteristics. This a-priori knowledge is useable for the feature extraction of a surface texture and a following classification. The feature extraction is performed by using statistical information, calculated from sum and difference histograms, while the classification is executed by a fuzzy pattern classifier. A defect area can be recognized just on the basis of the tested image and without the need of any further reference learning data. The classification of a defect part is achieved by analyzing the divergence of the extracted feature values from their median related to the inspected area. Surfaces that contain an inconsistent texture will be rejected."}],"title":"Application-based Approach for Automatic Texture Defect Recognition on Synthetic Surfaces","language":[{"iso":"eng"}],"date_updated":"2023-03-15T13:49:38Z","publication":"13th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA 2008)","author":[{"first_name":"Marcus","full_name":"Niederhöfer, Marcus","last_name":"Niederhöfer"},{"last_name":"Lohweg","orcid":"0000-0002-3325-7887","id":"1804","first_name":"Volker","full_name":"Lohweg, Volker"}],"status":"public","year":2008,"publication_status":"published","doi":"10.1109/ETFA.2008.4638397"},{"year":2008,"status":"public","abstract":[{"lang":"eng","text":"Veranstaltungsreihe quot;solution OWLquot;; "}],"title":"Intelligente Automation durch Sensorfusion, Adaptronik - Mediatronik - Kognitronik – Schlüssel für die Entwicklung intelligenter Systeme","language":[{"iso":"eng"}],"author":[{"first_name":"Volker","full_name":"Lohweg, Volker","last_name":"Lohweg","orcid":"0000-0002-3325-7887","id":"1804"}],"date_updated":"2023-03-15T13:49:38Z","publisher":"Veranstaltungsreihe \"solution OWL\", Claas Technoparc, Harsewinkel, 28.10.2008","department":[{"_id":"DEP5023"}],"user_id":"45673","_id":"2074","date_created":"2019-11-29T14:25:52Z","type":"conference","citation":{"mla":"Lohweg, Volker. <i>Intelligente Automation Durch Sensorfusion, Adaptronik - Mediatronik - Kognitronik – Schlüssel Für Die Entwicklung Intelligenter Systeme</i>. Veranstaltungsreihe “solution OWL”, Claas Technoparc, Harsewinkel, 28.10.2008, 2008.","chicago-de":"Lohweg, Volker. 2008. Intelligente Automation durch Sensorfusion, Adaptronik - Mediatronik - Kognitronik – Schlüssel für die Entwicklung intelligenter Systeme. In: . Veranstaltungsreihe „solution OWL“, Claas Technoparc, Harsewinkel, 28.10.2008.","bjps":"<b>Lohweg V</b> (2008) Intelligente Automation Durch Sensorfusion, Adaptronik - Mediatronik - Kognitronik – Schlüssel Für Die Entwicklung Intelligenter Systeme. Veranstaltungsreihe ‘solution OWL’, Claas Technoparc, Harsewinkel, 28.10.2008.","chicago":"Lohweg, Volker. “Intelligente Automation Durch Sensorfusion, Adaptronik - Mediatronik - Kognitronik – Schlüssel Für Die Entwicklung Intelligenter Systeme.” Veranstaltungsreihe “solution OWL”, Claas Technoparc, Harsewinkel, 28.10.2008, 2008.","apa":"Lohweg, V. (2008). Intelligente Automation durch Sensorfusion, Adaptronik - Mediatronik - Kognitronik – Schlüssel für die Entwicklung intelligenter Systeme. Veranstaltungsreihe “solution OWL”, Claas Technoparc, Harsewinkel, 28.10.2008.","din1505-2-1":"<span style=\"font-variant:small-caps;\">Lohweg, Volker</span>: Intelligente Automation durch Sensorfusion, Adaptronik - Mediatronik - Kognitronik – Schlüssel für die Entwicklung intelligenter Systeme. In:  : Veranstaltungsreihe „solution OWL“, Claas Technoparc, Harsewinkel, 28.10.2008, 2008","ama":"Lohweg V. Intelligente Automation durch Sensorfusion, Adaptronik - Mediatronik - Kognitronik – Schlüssel für die Entwicklung intelligenter Systeme. In: Veranstaltungsreihe “solution OWL”, Claas Technoparc, Harsewinkel, 28.10.2008; 2008.","van":"Lohweg V. Intelligente Automation durch Sensorfusion, Adaptronik - Mediatronik - Kognitronik – Schlüssel für die Entwicklung intelligenter Systeme. In Veranstaltungsreihe “solution OWL”, Claas Technoparc, Harsewinkel, 28.10.2008; 2008.","havard":"V. Lohweg, Intelligente Automation durch Sensorfusion, Adaptronik - Mediatronik - Kognitronik – Schlüssel für die Entwicklung intelligenter Systeme, in: Veranstaltungsreihe “solution OWL”, Claas Technoparc, Harsewinkel, 28.10.2008, 2008.","ieee":"V. Lohweg, “Intelligente Automation durch Sensorfusion, Adaptronik - Mediatronik - Kognitronik – Schlüssel für die Entwicklung intelligenter Systeme,” 2008.","ufg":"<b>Lohweg, Volker (2008)</b>: Intelligente Automation durch Sensorfusion, Adaptronik - Mediatronik - Kognitronik – Schlüssel für die Entwicklung intelligenter Systeme, in: .","short":"V. Lohweg, in: Veranstaltungsreihe “solution OWL”, Claas Technoparc, Harsewinkel, 28.10.2008, 2008."}}]