@misc{1028,
  author       = {{Wehner, Xenia}},
  pages        = {{63}},
  publisher    = {{Hochschule Ostwestfalen-Lippe}},
  title        = {{{Realisation und Redaktion eines Fernsehbeitrags}}},
  year         = {{2012}},
}

@misc{1030,
  author       = {{Golbat-Niki Moghadam, Marcel}},
  keywords     = {{Gestaltung, Marketing, Soziale Software, Web-Seite}},
  pages        = {{92}},
  publisher    = {{Hochschule Ostwestfalen-Lippe}},
  title        = {{{Konzeption und Realisierung des Web-Developments für das Netlabel Autumn Leaf Records}}},
  year         = {{2012}},
}

@misc{1032,
  author       = {{Büker, Anna-Lena}},
  pages        = {{8 ; 95 ; 88 ; 27}},
  publisher    = {{Hochschule Ostwestfalen-Lippe}},
  title        = {{{Unternehmenskonzept und Corporate Identity des Start-ups "Medienbude"}}},
  year         = {{2012}},
}

@misc{1037,
  abstract     = {{This master thesis focuses on the problems that can occur at 3D stereoscopic productions with a student budget. It provides the reader with the basic knowledge about the human eye. Further the human perception of 3D stereoscopic content is described. The reader will learn about the basic techniques and the technical appliances used in the production and the presentation of 3D stereoscopic movies. The special focus of this work is the comparison of a low budget student spot that was produced in stereoscopic 3D to other well known blockbuster movies regarding the subjects of ghosting/crosstalk, disparity and asynchronous frames. The reader will know how he or she can prepare a 3D life action shooting with a low budget avoiding these three failure sources.}},
  author       = {{Mompour, Marcel}},
  keywords     = {{3D stereoscopic, ghosting, crosstalk, bad synchronisation, disparity, low budget, Stereoskopischer Film, Synchronisierung}},
  pages        = {{63}},
  publisher    = {{Hochschule Ostwestfalen-Lippe}},
  title        = {{{Comparison of 3D stereoscopic blockbuster movies with a 3D stereoscopic spot realised with a student budget regarding ghosting/crosstalk, bad disparity and asynchronous frames}}},
  year         = {{2012}},
}

@misc{1039,
  author       = {{Ehnold, Julian-Frederik}},
  keywords     = {{Konzeption, Realisierung, Schallplattenfirma, Vertrieb}},
  pages        = {{47}},
  publisher    = {{Hochschule Ostwestfalen-Lippe}},
  title        = {{{Netlabelmanagement : Konzeption und Realisierung eines Musiklabels zum Vertrieb digitaler Musik}}},
  year         = {{2012}},
}

@misc{1041,
  author       = {{Frankenfeld, Henrik}},
  keywords     = {{Imagewerbung, Verkehrsbetrieb, Web Site}},
  pages        = {{30}},
  publisher    = {{Hochschule Ostwestfalen-Lippe}},
  title        = {{{Produktion von Bewegtbildinhalten für den Web-Auftritt eines Transportunternehmens}}},
  year         = {{2012}},
}

@misc{1043,
  author       = {{Brenner, Florian}},
  keywords     = {{Kurzfilm, Schallaufzeichnung, Sounddesign}},
  pages        = {{41}},
  publisher    = {{Hochschule Ostwestfalen-Lippe}},
  title        = {{{Stan : Tonaufnahme und Sound-Design in einem Kurzfilm}}},
  year         = {{2012}},
}

@misc{1045,
  abstract     = {{In the context of the increasing use of new portable evices, the potential of binaural recording techniques is being reconsidered. This kind of recording technique simulates human hearing and provides a 3D recording space, bringing in new mixing possibilities. For this paper, a song has been produced using inaural recording techniques and tested on a group of average listeners. The results suggest great potential for this technique for music production due to the 3D space that it brings but also significant limitation for commercial broadcasting.}},
  author       = {{Seserman, Angela-Nicoleta}},
  keywords     = {{binaural recording, 3D sound, music production, Musikproduktion, Sound}},
  pages        = {{46}},
  publisher    = {{Hochschule Ostwestfalen-Lippe}},
  title        = {{{Binaural recording techniques in a popular music production}}},
  year         = {{2012}},
}

@misc{1047,
  author       = {{Krug, Konstantin}},
  keywords     = {{Online-Shop, Web Site}},
  pages        = {{41}},
  publisher    = {{Hochschule Ostwestfalen-Lippe}},
  title        = {{{Ladychoise : Fitness-Shop f\"ur Frauen - Vitamine und Sportnahrung}}},
  year         = {{2012}},
}

@misc{1049,
  abstract     = {{This thesis focuses on crowdfunding for no- and low-budget film projects of students in Germany. The research examines how student film projects in Germany successfully can be crowdfunded on the online platform startnext. Further motivations of initiators and supporters to join crowdfunding campaigns are getting illuminated. Factors of success for crowdfunding campaigns get identified. After literature research three example projects get analysed and discussed regarding the factors of success. Crowdfunding was found to be a chance to finance student films with low budgets. For the future cooperations of traditional fundraising with crowdfunding can create new possibilities to fund films.}},
  author       = {{Taruttis, Carolin}},
  keywords     = {{crowdfunding}},
  pages        = {{38}},
  publisher    = {{Hochschule Ostwestfalen-Lippe}},
  title        = {{{Crowdfunding: A Chance to Fund Student Films the Easy Way?}}},
  year         = {{2012}},
}

@misc{1051,
  abstract     = {{In the last years, an ongoing trend of producing stereoscopic movies can be observed. While they hold some advantages like stronger immersion, also side effects like visual fatigue were reported. One of the reasons for this is the vergence-accomodation conflict, which describes the unnatural uncoupling of vergence and accomodation that audiences of stereoscopic films are forced to do. As this conflict only causes symptoms at excessive discrepancies, filmmakers should keep the stereoscopic disparity in their films below a certain level. However, there is no consensus on what level that limit should be, so a general guideline is needed. By investigating the findings of different authors and analysing the disparity values of five stereoscopic feature films, a recommendation to limit the disparity of theatrical films to a value of 3% in negative space and 2% in positive space is given.}},
  author       = {{Spindler, Mark}},
  keywords     = {{Fernsehen, Stereoskopischer Film}},
  pages        = {{36}},
  publisher    = {{Hochschule Ostwestfalen-Lippe}},
  title        = {{{Limiting the Disparity in Stereoscopic Films to ensure a Comfortable Viewing Experience}}},
  year         = {{2012}},
}

@misc{1053,
  author       = {{Sewald, Laura}},
  keywords     = {{Beleuchtung, Kurzfilm}},
  pages        = {{64}},
  publisher    = {{Hochschule Ostwestfalen-Lippe}},
  title        = {{{Nur Neun Jahre Glück : Schwerpunkt Beleuchtung}}},
  year         = {{2012}},
}

@misc{1055,
  author       = {{Focke, Tobias}},
  keywords     = {{Kinderprostitution, Kurzfilm, Regie}},
  pages        = {{113}},
  publisher    = {{Hochschule Ostwestfalen-Lippe}},
  title        = {{{Nur Neun Jahre Glück : Regie}}},
  year         = {{2012}},
}

@misc{1057,
  author       = {{Akulenko, Kateryna}},
  keywords     = {{Musikvideo, Regie, Sounddesign}},
  pages        = {{116}},
  publisher    = {{Hochschule Ostwestfalen-Lippe}},
  title        = {{{Beautiful Blond}}},
  year         = {{2012}},
}

@misc{1059,
  author       = {{Bauerschaefer, Nico}},
  keywords     = {{Computeranimation, Stereoskopischer Film}},
  pages        = {{46}},
  publisher    = {{Hochschule Ostwestfalen-Lippe}},
  title        = {{{Golden Shire}}},
  year         = {{2012}},
}

@misc{1061,
  author       = {{Barwinsky, Judith}},
  keywords     = {{Corporate Identity, Einkaufszentrum, Leitsystem, Orientierung}},
  pages        = {{196}},
  publisher    = {{Hochschule Ostwestfalen-Lippe}},
  title        = {{{Konzeption und Gestaltung eines medialen Neukonzepts für das Südring-Center Paderborn : Leit- und Orientierungssstem}}},
  year         = {{2012}},
}

@misc{1063,
  author       = {{Herting, Andreas}},
  keywords     = {{Gestaltung, Konzeption, Web Site}},
  pages        = {{132}},
  publisher    = {{Hochschule Ostwestfalen-Lippe}},
  title        = {{{Erlebe dein Wissen! : Konzeption und Neugestaltung der Avendoo Website}}},
  year         = {{2012}},
}

@misc{1065,
  abstract     = {{Die zwei Autorinnen waren auf der Suche nach jemanden, der entweder mit ihnen zusammen oder alleine einen kurzen Buchtrailer für ihren Ende Februar erscheinenden Debütroman Die Muse des Mörders produzieren könnte, um diesen etwas bekannter zu machen. Eine grobe Idee für den Trailer war schon da, das ganze sollte allerdings passend zum Erscheinen des Buches fertig sein und konnte von ihrer Seite aus nicht finanziell unterstützt werden. Nach weiteren Absprachen konnten folgende Rahmenbedingungen festgehalten werden: • Trailer für einen Roman • Genre: Thriller/Krimi • Dauer: 30 bis 120 Sekunden • finanziell eingeschränkte Produktion • soll nicht zu viele Details enthalten}},
  author       = {{Nemcik, Thomas}},
  keywords     = {{Kriminalgeschichte, Trailer <Film>}},
  pages        = {{30}},
  publisher    = {{Hochschule Ostwestfalen-Lippe}},
  title        = {{{Produktion eines Trailers für ein Buch}}},
  year         = {{2012}},
}

@misc{1067,
  author       = {{Heidtmann, Anna-Luise}},
  keywords     = {{Kurzfilm, Regie}},
  pages        = {{51}},
  publisher    = {{Hochschule Ostwestfalen-Lippe}},
  title        = {{{Stan : Regie eines Kurzfilms}}},
  year         = {{2012}},
}

@misc{1069,
  author       = {{Kirchner, Kristina}},
  keywords     = {{Kinderprostitution, Kurzfilm}},
  pages        = {{86}},
  publisher    = {{Hochschule Ostwestfalen-Lippe}},
  title        = {{{NETZWERK "ROTERKEIL.NET" & KURZFILM "NUR NEUN JAHRE GLÜCK" : Konzeptionierung und Realisierung einer Grafikkampagne zum Thema Kinderprostitution}}},
  year         = {{2012}},
}

@misc{1071,
  author       = {{Blumenstock, Arno}},
  keywords     = {{Bildaufbau, Drehbuch, Kinderprostitution, Kurzfilm}},
  pages        = {{72}},
  publisher    = {{Hochschule Ostwestfalen-Lippe}},
  title        = {{{DREHBUCH // BILDGESTALTUNG // KAMERA : PROJEKTENTWICKLUNG // PRODUKTIONSLEIUNGSASSISTENT // TECHNISCHES DREHBUCH // STORYBOARD // CASTING FÜR DEN KURZFILM \"NUR NEUN JAHRE GLÜCK\"}}},
  year         = {{2012}},
}

@misc{1073,
  author       = {{Salm, Anika}},
  keywords     = {{Gestaltung, Konzeption, Realisierung, Web log}},
  pages        = {{44}},
  publisher    = {{Hochschule Ostwestfalen-Lippe}},
  title        = {{{Trashheart : Konzeption, Gestaltung und Realisierung eines multimedialen Weblogs}}},
  year         = {{2012}},
}

@misc{1075,
  author       = {{Wallraf, Kathrin}},
  keywords     = {{Corporate Design, Druckerei}},
  pages        = {{118}},
  publisher    = {{Hochschule Ostwestfalen-Lippe}},
  title        = {{{Neuentwicklung des Corporate Designs der Firma Wallraf : Konzeption, Gestaltung und Realisierung}}},
  year         = {{2012}},
}

@misc{1077,
  author       = {{Fahlbusch, Julius}},
  keywords     = {{Fernsehproduktion, Fernsehserie, Vorspann}},
  pages        = {{27}},
  publisher    = {{Hochschule Ostwestfalen-Lippe}},
  title        = {{{Die Lottokönige : Entwicklung eines Vorspanns für eine TV Serie}}},
  year         = {{2012}},
}

@misc{1079,
  author       = {{Mäß, Cornelia}},
  keywords     = {{Cutten, Kurzfilm, Produktion, Regieassistent}},
  pages        = {{57}},
  publisher    = {{Hochschule Ostwestfalen-Lippe}},
  title        = {{{"Stan" - Produktion eines Kurzfilms mit Schwerpunkt Regieassistenz und Schnitt}}},
  year         = {{2012}},
}

@misc{1081,
  author       = {{Konerow, Janine}},
  keywords     = {{Corporate Design, Lemgo / Institut für Kompetenzförderung}},
  pages        = {{112}},
  publisher    = {{Hochschule Ostwestfalen-Lippe}},
  title        = {{{Corporate Design für das Institut für Kompetenzförderung}}},
  year         = {{2012}},
}

@misc{1083,
  author       = {{Jäger, Christine}},
  keywords     = {{Beleuchtung, Filmproduktion}},
  pages        = {{26}},
  publisher    = {{Hochschule Ostwestfalen-Lippe}},
  title        = {{{Stan : Produktion eines Kurzfilms mit dem Schwerpunkt Beleuchtung}}},
  year         = {{2012}},
}

@misc{1085,
  abstract     = {{Visual effects are a major part in modern film production. Those effects are becoming more andmore realistic and especially for natural phenomena more and more challenging for artist and equipment. Nevertheless, films as "Hancock" and "The day after Tomorrow" set superb examples for a successful realisation. Inspired by those films this thesis intended to develop a computer generated tornado scenario. By means of FumeFX, a Autodesk 3D Studio Max plug-in used to calculate and control fluid simulations, a tornado was created. Using multilayer compositing in Adobe After Effects this tornado was integrated in an artificial environment. Flying bricks and planks as well as additional fluid elements were introduced to the scenes to enhance realism. By proceduralizing pipeline components, the workflow was mostly automated.}},
  author       = {{Ast, Florian}},
  keywords     = {{Drehbuch, Tornado}},
  pages        = {{43}},
  publisher    = {{Hochschule Ostwestfalen-Lippe}},
  title        = {{{Twisted : Developing a computer generated tornado scenario combining fluid simulation and multilayer compositing}}},
  year         = {{2012}},
}

@misc{13609,
  abstract     = {{Evaluative conditioning (EC) refers to changes in the evaluation of a conditioned stimulus (CS) due to its repeated pairing with an unconditioned stimulus (US). One of the most debated topics in EC research is whether or not EC is dependent on contingency awareness. In this study, we go beyond this debate by examining whether contingency awareness mediates the impact of attentional resources and goal-directed attention on EC. Attentional resources were manipulated by presenting CSs and USs either within the same modality or in different modalities. Goal-directed attention was manipulated by asking participants to respond to the CSs or to the USs. Results indicate that the effect of goal-directed attention on EC is mediated by contingency awareness, whereas the effect of attentional resources on EC is not.}},
  author       = {{Blask, Katharina and Walther, Eva and Halbeisen, Georg and Weil, Rebecca}},
  booktitle    = {{Learning and Motivation}},
  issn         = {{1095-9122}},
  keywords     = {{Evaluative conditioning, Contingency awareness, Attentional resources, Goal-directed attention, Mediation}},
  number       = {{3}},
  pages        = {{99--106}},
  publisher    = {{Academic Press}},
  title        = {{{At the crossroads: Attention, contingency awareness, and evaluative conditioning}}},
  doi          = {{10.1016/j.lmot.2012.03.004}},
  volume       = {{43}},
  year         = {{2012}},
}

@article{2103,
  author       = {{Ehlenbröker, Jan-Friedrich and Priesterjahn, Steffen and Drichel, Alexander and Lohweg, Volker}},
  journal      = {{Optical Document Security - The Conference on Optical Security and Counterfeit Detection III}},
  title        = {{{Robust ATM PIN Pad Authentication with Coded Features. In: Optical Document Security - The Conference on Optical Security and Counterfeit Detection III, San Francisco, CA, USA, January 18-20, 2012. }}},
  year         = {{2012}},
}

@article{2104,
  abstract     = {{Maintaining confidence in  security  documents,  especially  banknotes,  is  and  remains  a  major  concern  for  the  central  banks in order to maintain the stability of the economy around the world. In this paper we describe an image processing and  pattern  recognition  approach  which  is  based  on  the  Sound-of-Intaglio  concept  [1]  for  the  usage  in  smart  devices  such  as  smartphones.  Today,  in  many  world  regions  smartphones  are  in  use.  These  devices  become  more  and  more  computing units, equipped with resource-limited but effective CPUs, cameras with illumination, and flexible operating systems.  Hence,  it  appears  to  be  obvious,  to  apply  those  smartphones  for  banknote  authentication,  especially  for  visually impaired persons. However, it has to be researched, whether those devices are capable of processing  the  data  under the constraints of image quality and processing power. Our results show that it is in general possible to use such devices for banknote authentication applications.}},
  author       = {{Lohweg, Volker and Dörksen, Helene and Gillich, Eugen and Hildebrand, Roland and Hoffmann, Jan Leif and Schaede, Johannes}},
  journal      = {{Optical Document Security - The Conference on Optical Security and Counterfeit Detection III}},
  keywords     = {{authentication, anti-counterfeit features, mobile device, smartphone, wavelet transform, pattern recognition, Sound-of-Intaglio}},
  title        = {{{Mobile Devices for Banknote Authentication – is it possible? In: Optical Document Security - The Conference on Optical Security and Counterfeit Detection III, San Francisco, CA, USA, January 18-20, 2012. }}},
  year         = {{2012}},
}

@inproceedings{2105,
  author       = {{Dicks, Alexander and Bator, Martyna and Lohweg, Volker and Faltinski, Sebastian and Niggemann, Oliver}},
  booktitle    = {{Cyber-Physical Systems – Enabling Multi-Nature Systems (CPMNS), Dresden, April 18, }},
  isbn         = {{978-3-8396-0398-7 }},
  pages        = {{51--56}},
  publisher    = {{Fraunhofer-Verlag}},
  title        = {{{Cyber-Physical Systems im Maschinen- und Anlagenbau – ein Konzept für die Zukunft?}}},
  year         = {{2012}},
}

@inproceedings{2107,
  abstract     = {{In this paper we propose a novel, extended perspective on evidential aggregation rules in machine condition monitoring. First, aspects regarding the interconnections between Dempster-Shafer, Fuzzy Set, and Possibility Theory are shown. Subsequently, a novel approach for direct determination of basic probability assignments using Fuzzy membership functions is proposed. Finally, it is applied to a pipe extrusion line's condition monitoring system, considering and reducing pairwise conflicts.}},
  author       = {{Mönks, Uwe and Voth, Karl and Lohweg, Volker}},
  booktitle    = {{IEEE CIP 2012, Third International Workshop on Cognitive Information Processing, May 28-30 2012, Parador de Baiona, Spain}},
  isbn         = {{978-1-4673-1877-8}},
  issn         = {{2327-1698 }},
  keywords     = {{Sensor phenomena and characterization, Production, Sensor fusion, Fuzzy set theory, Conferences, Possibility theory}},
  title        = {{{An Extended Perspective on Evidential Aggregation Rules in Machine Conditioning}}},
  doi          = {{10.1109/CIP.2012.6232905}},
  year         = {{2012}},
}

@unpublished{2108,
  abstract     = {{1. Forum Produktion im Maschinenbau NRW, Herausforderungen und Produktionsstrategien für den mittelständischen Maschinenbau im globalen Wettbewerb, 14. Juni 2012, Vortrag, Miele Cie. KG, Gütersloh}},
  author       = {{Lohweg, Volker}},
  title        = {{{QS in der Produktion durch Industrielle Bildverarbeitung, 1. Forum Produktion im Maschinenbau NRW, Herausforderungen und Produktionsstrategien für den mittelständischen Maschinenbau im globalen Wettbewerb, 14. Juni 2012, Vortrag, Gütersloh}}},
  year         = {{2012}},
}

@unpublished{2109,
  author       = {{Lohweg, Volker}},
  title        = {{{Authentifikation von Banknoten - Müssen Banknoten intelligent werden?, 5. Executive Technology Meeting, Wincor World 2012, Vortrag, 18.10.2012, A2 Forum, Rheda-Wiedenbrück}}},
  year         = {{2012}},
}

@inproceedings{2111,
  author       = {{Lohweg, Volker}},
  booktitle    = {{Forum Maschinenbau Kompakt}},
  title        = {{{Vom Produkt zum Prozess - Qualitätssicherung in der Produktion durch industrielle Bildverarbeitung und Mustererkennung}}},
  year         = {{2012}},
}

@proceedings{2112,
  editor       = {{Lohweg, Volker}},
  isbn         = {{978-3-9814062-3-8}},
  publisher    = {{inIT - Institut für industrielle Imformationstechnik, ISBN 978-3-9814062-3-8}},
  title        = {{{Tagungsband "Bildverarbeitung in der Automation - BVAu2012"}}},
  year         = {{2012}},
}

@inproceedings{2113,
  abstract     = {{In this paper, we sketch an idea for the integration of singleclass support vector machines (SVM) into fuzzy class learning. As result,we  obtain  robust  and  transparent  rule-based  fuzzy  classification  models suitable for online-classification tasks. In particular, the singleclass SVM is employed to extend the applicability of convex fuzzy classifica-tion models to nonconvex datainherent structures. The key point of thisextension  is  the  preservation  of  the  interpretability  for  both,  the  classlearning and the classification process. The feasibility of the approach isdemonstrated in the context of a banknote authentication application.}},
  author       = {{Hempel, Arne-Jens and Hähnel, Holger and Mönks, Uwe and Lohweg, Volker}},
  booktitle    = {{BVAu 2012 - 3. Jahresolloquium "Bildverarbeitung in der Automation" Centrum Industrial IT, Lemgo,}},
  keywords     = {{fuzzy  classification, pattern  recognition, single-class  support vector machine, data mining}},
  publisher    = {{inIT-Institut für industrielle Informationstechnik}},
  title        = {{{SVM-integrated Fuzzy Pattern Classification for Nonconvex Data-Inherent Structures Applied to Banknote Authentication}}},
  year         = {{2012}},
}

@inproceedings{2114,
  abstract     = {{Since the development of the first computers (and even before), there is a steady growth of available digital data and information. E.g. estimations say that the amount of digital information will grow about 50 percent in the year 2012 compared to the year 2011. Following the rising availability of digital data, there is also an inherent need for methods to transport these data, as the data is to be used and processed at some time. Many methods and channels are available for the transportation of these digital data. This research work presents the foundation work for the new microIDENT coding (2D-code) for document authentication. As a coding for document authentication it is one objective of microIDENT, to increase the difficulty of copying a document without the destruction of the coding. The new coding requires, in comparison to other 2D-codes, less space when printed. This is achieved by omitting some of the features that are used in standard 2D-codes for stabilisation and that are necessary in a mobile environment. In addition, we will also show that this new 2D-code delivers, under certain constraints, a better performance than other 2D-codes. }},
  author       = {{Ehlenbröker, Jan-Friedrich and Lohweg, Volker}},
  booktitle    = {{BVAu 2012 - 3. Jahresolloquium "Bildverarbeitung in der Automation" Centrum Industrial IT, Lemgo,}},
  isbn         = {{978-3-9814062-3-8}},
  keywords     = {{Authentifikation, Automation, Datentransfer, Digitale Daten, Zerstörung}},
  publisher    = {{inIT-Institut für industrielle Informationstechnik}},
  title        = {{{Video-Based Data Transfer for Document Authentication}}},
  year         = {{2012}},
}

@inproceedings{2116,
  abstract     = {{Favored by hardware development, since the mid-2000s, cameras can be found in mobile phones. With the advent of the Apple iPhonethey are equipped with a multi-touch high-resolution display. Their included  battery  and  low  costs  make  them  attractive  for  smart  cameraapplications.  This  paper  shows  several  scenarios,  in  which  advantagesand disadvantages of smartphones are inspected. A real-life applicationis  given,  which  shows  that  a  phone  of  this  kind  can  be  used  for  printinspection and banknote authentication}},
  author       = {{Gillich, Eugen and Hildebrand, Roland and Hoffmann, Jan Leif and Dörksen, Helene and Lohweg, Volker}},
  booktitle    = {{BVAu 2012 - 3. Jahreskolloquium "Bildverarbeitung in der Automation" Centrum Industrial IT, Lemgo,}},
  keywords     = {{smart camera, smartphones, banknotes, authentication}},
  publisher    = {{inIT-Institut für industrielle Informationstechnik}},
  title        = {{{Smartphones as Smart Cameras – Is It Possible?}}},
  year         = {{2012}},
}

@inproceedings{2117,
  abstract     = {{The present work aims at a statistically motivated parameterisation for a fuzzy classification approach. Its key points are the determination of robust parameterisations for the data-driven fuzzy class learning based an statistical analyses as well as the preservation of the interpretability of the fuzzy class models and the classification process. In particular, order statistics and Monte Carlo methods are used to determine distributions and moments of class border parameters. These distributions and moments are further applied to evaluate the robustness of parameters of the current fuzzy classification model and to propose alternative robust parameterisations. The feasibility of the approach is demonstrated in the context of a machine diagnosis application.}},
  author       = {{Hähnel, Holger and Hempel, Arne-Jens and Mönks, Uwe and Lohweg, Volker}},
  booktitle    = {{22. Workshop Computational Intelligence, 06.-7.12.2012, Dortmund }},
  editor       = {{Hüllermeier, Eike  and Hoffmann, Frank}},
  isbn         = {{978-3-86644-917-6}},
  keywords     = {{Fuzzy-Regelung}},
  pages        = {{115--131}},
  publisher    = {{VDI/VDE-Gesellschaft Mess- und Automatisierungstechnik (GMA)}},
  title        = {{{Integration of Statistical Analyses for Parametrisation of the Fuzzy Pattern Classification}}},
  year         = {{2012}},
}

@inproceedings{2119,
  abstract     = {{In this paper, it is proposed a feature selection procedure based on Linear Discriminant Analysis. The aim behind this approach is to obtain a minimal set of features still enabling a separation between a number of different classes. Additionally, the reduced number of features implies faster computation and enables resource-limited hardware implementations for real-time signal processing applications. Also, incorporating only a small number of features retains the application's interpretability as a feature space of maximum three features can be visualised directly. Due to this, an expert can directly follow a decision system's answer. The proposed method has been evaluated in the context of an electric drive diagnosis application. In this scope, the LDA feature selection approach is at least as good as the benchmarked feature selection methods. When regarding only a minimal number of features, LDA outperforms the other approaches in terms of classification accuracy. As a secondary result. one can see how important a sensible choice of features is. While some arbitrary combinations produce completely inseparable feature spaces. Three are still combinations that can separate the classes even linearly such that no sophisticated classification concept (e.g. SVM) is needed. The authors are aware of the fact that the findings are shown only in the context of one specific application. Based on the work elaborated here, further research towards generalisation of the proposed approach is intended to be carried out. Additionally, the findings shall be examined using classifier concepts different from SVM, such as Fuzzy Pattern Classifiers.}},
  author       = {{Bator, Martyna and Dicks, Alexander and Mönks, Uwe and Lohweg, Volker}},
  booktitle    = {{22. Workshop Computational Intelligence, 06.-7.12.2012, Dortmund}},
  editor       = {{Frank Hoffmann, Eike Hüllermeier}},
  isbn         = {{978-3-86644-917-6}},
  pages        = {{163--177}},
  publisher    = {{VDI/VDE-Gesellschaft Mess- und Automatisierungstechnik (GMA)}},
  title        = {{{Feature Extraction and Reduction Applied to Sensorless Drive Diagnosis}}},
  year         = {{2012}},
}

@article{2313,
  author       = {{Barthold, Franz-Joseph and Materna, Daniel}},
  journal      = {{Proceedings in Applied Mathematics and Mechanics}},
  pages        = {{693--694}},
  title        = {{{Shape sensitivity analysis in the extended finite element method}}},
  doi          = {{10.1002/pamm.201210335}},
  volume       = {{12}},
  year         = {{2012}},
}

@article{2316,
  author       = {{Gerzen, Nikolai and Materna, Daniel and Barthold, Franz-Joseph}},
  journal      = {{Computational Mechanics}},
  number       = {{3}},
  pages        = {{379--396}},
  title        = {{{The inner structure of sensitivities in nodal based shape optimisation}}},
  volume       = {{49}},
  year         = {{2012}},
}

