Academic literature on the topic 'Graphical Modeler'

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Journal articles on the topic "Graphical Modeler"

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Kim, Tae-Gon, and Jeong-Jae Lee. "Development of a Graphical Modeler for Manipulating Series Data Based on Object-Oriented Technique." Journal of The Korean Society of Agricultural Engineers 51, no. 2 (2009): 43–49. http://dx.doi.org/10.5389/ksae.2009.51.2.043.

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Draman, Murat, İ. Kuban Altinel, Nijaz Bajgoric, Ali Tamer Ünal, and Burak Birgören. "A clone-based graphical modeler and mathematical model generator for optimal production planning in process industries." European Journal of Operational Research 137, no. 3 (2002): 483–96. http://dx.doi.org/10.1016/s0377-2217(01)00066-2.

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Akhmetshina, Eleonora G. "MODELING DATA TRANSMISSION SYSTEMS USING MODERN INFORMATION TECHNOLOGIES." T-Comm 15, no. 8 (2021): 52–57. http://dx.doi.org/10.36724/2072-8735-2021-15-8-52-57.

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When modeling data transmission systems for various purposes, including computer and telecommunication networks, both components of mathematical modeling are widely used. These are simulation modeling and analytical modeling based on queuing theory. At the same time, researchers can always compare the results obtained by means of simulation and analytical modeling. From modern technologies of simulation modeling, one can single out the IT GURU Academic Edition technologies, represented by the Opnet Modeler and Riverbed Modeler software products with powerful graphical editors. Graphic editors
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Bulyha, Kostiantyn, Olena Bulyha, and Kateryna Kotsiubivska. "Application of Software Engineering Methods in Modeling Business Projects in the Service Sphere." Digital Platform: Information Technologies in Sociocultural Sphere 4, no. 2 (2021): 219–27. http://dx.doi.org/10.31866/2617-796x.4.2.2021.247486.

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The purpose of the research is to substantiate the prospects for the use of software engineering methods in the development of projects of hotel and restaurant business, as well as to demonstrate the capabilities of modern information technology in the design of large hotel businesses. Research methodology. The method of system analysis, structural modeling, as well as CASE-tools of software engineering, in particular the line of CASE-tools BPwin, AllFusion Process Modeler 7, erwin Data Modeler (Erwin user community 2021), which allows automatically building an IDEF0 model of any complexity, a
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Bulyha, Kostiantyn, Olena Bulyha, and Kateryna Kotsiubivska. "Application of Software Engineering Methods in Modeling Business Projects in the Service Sphere." Digital Platform: Information Technologies in Sociocultural Sphere 4, no. 2 (2021): 219–27. https://doi.org/10.31866/2617-796X.4.2.2021.247486.

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The purpose of the research is to substantiate the prospects for the use of software engineering methods in the development of projects of hotel and restaurant business, as well as to demonstrate the capabilities of modern information technology in the design of large hotel businesses. Research methodology. The method of system analysis, structural modeling, as well as CASE-tools of software engineering, in particular the line of CASE-tools BPwin, AllFusion Process Modeler 7, erwin Data Modeler (Erwin user community 2021), which allows automatically building an IDEF0 model of any com
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Liu, Ri Liang, Cheng Rui Zhang, A. Nassehi, and S. T. Newman. "A STEP-NC Programming System for Prismatic Parts." Materials Science Forum 532-533 (December 2006): 1108–11. http://dx.doi.org/10.4028/www.scientific.net/msf.532-533.1108.

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To comply with STEP-NC (ISO 14649), a new paradigm for NC programming, many computer systems involved in NC manufacture are required to reshape in both functionality and structure. This paper reports a feature-based NC programming system for prismatic parts to be machined using STEP-NC machine tools. The proposed system consists of three functional modules, i.e. a feature-based modeler, a process planner and a part program generator. The modeler provides a graphical environment for the part model, which is created by adding manufacturing features on a 2.5 D sweep primitive shape. The process p
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Brookes, Emre, Javier Pérez, Barbara Cardinali, Aldo Profumo, Patrice Vachette, and Mattia Rocco. "Fibrinogen species as resolved by HPLC-SAXS data processing within theUltraScan Solution Modeler(US-SOMO) enhanced SAS module." Journal of Applied Crystallography 46, no. 6 (2013): 1823–33. http://dx.doi.org/10.1107/s0021889813027751.

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Fibrinogen is a large heterogeneous aggregation/degradation-prone protein playing a central role in blood coagulation and associated pathologies, whose structure is not completely resolved. When a high-molecular-weight fraction was analyzed by size-exclusion high-performance liquid chromatography/small-angle X-ray scattering (HPLC-SAXS), several composite peaks were apparent and because of the stickiness of fibrinogen the analysis was complicated by severe capillary fouling. Novel SAS analysis tools developed as a part of theUltraScan Solution Modeler(US-SOMO; http://somo.uthscsa.edu/), an ope
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Mostafa, Hala, and Reem Bahgat. "The Agent Visualization System: A Graphical and Textual Representation for Multi-Agent Systems." Information Visualization 4, no. 2 (2005): 83–94. http://dx.doi.org/10.1057/palgrave.ivs.9500093.

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As scientists from various domains increasingly resort to agent-based simulation for a more thorough understanding of real-world phenomena, the need for a simulation environment that facilitates rapid development of multi-agent systems is growing. Such a platform should provide means of visualizing the simulated scenario. In this paper we present the agent visualization system, the first system of its kind to specifically focus on catering to the visualization needs of agent-based simulation. The proposed system is a generic add-on that equips a simulation environment with a rich set of visual
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Durak, Umut. "Pragmatic model transformations for refactoring in Scilab/Xcos." International Journal of Modeling, Simulation, and Scientific Computing 07, no. 01 (2016): 1541004. http://dx.doi.org/10.1142/s1793962315410044.

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Model-Based Development has become an industry wide standard paradigm. As an open source alternative, Scilab/Xcos is being widely employed as a hybrid dynamic systems modeling tool. With the increasing efficiency in implementation using graphical model development and code generation, the modeling and simulation community is struggling with assuring quality as well as maintainability and extendibility. Refactoring is defined as an evolutionary modernization activity where, most of the time, the structure of the artifact is changed to alter its quality characteristics, while keeping its behavio
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Brychko, Maryna, and Veronika Litovtseva. "SIMULATION MODEL OF MULTI-CHANNEL INTERSECTORAL TRANSFER OF BEHAVIOURAL ATTRACTORS FOR MACROECONOMIC STABILITY OF THE COUNTRY." INNOVATIVE ECONOMY, no. 2 (2023): 21–33. http://dx.doi.org/10.37332/2309-1533.2023.2.3.

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Purpose. The purpose of the research is to develop a cognitive model of the behaviour of the social and economic system, which explains the causal mechanism between the development of the financial and public sectors using the concept of trust. Methodology of research. The research utilized general scientific methods, including dialectical analysis and synthesis, to determine the main variables of the model. The fuzzy Delphi method was employed to transform linguistic variables and determine the weight of each variable. FCM analysis facilitated the translation of the complex model's graphical
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Dissertations / Theses on the topic "Graphical Modeler"

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Morris, David Victor. "A new graphical user interface for a 3D topological mesh modeler." Texas A&M University, 2008. http://hdl.handle.net/1969.1/85977.

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In this thesis, I present a new platform-independent, open source, intuitive graphical user interface for TopMod, an application designed for interacting with 3-dimensional manifold meshes represented by a Doubly Linked Face List (DLFL). This new interface, created using the Trolltech Qt user interface library, enables users to construct and interact with complex manifold meshes much faster and more easily than was previously possible. I also present a method for the rapid creation of a successful online community of users and developers, by integrating a variety of open source web-based softw
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Lindén, Philip. "Improving accessibility to the bus service : Building an accessibility measurement tool in QGIS." Thesis, Umeå universitet, Institutionen för geografi, 2021. http://urn.kb.se/resolve?urn=urn:nbn:se:umu:diva-185145.

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Satisfactory public transportation (PT) should enable people to reach attractive destinations and desired activities fast, comfortably, safely, and affordably. When PT fails to do so it will have negative effects on the overall accessibility in a society. Evaluating a PT system essentially means measuring to what extent the demand from the users is met, and for such an analysis understanding the concept of accessibility is paramount. Whether an individual will experience a high or a low level of accessibility will likely depend on their personal capabilities, as well as on the surrounding envi
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Cruz, Fernández Francisco. "Probabilistic graphical models for document analysis." Doctoral thesis, Universitat Autònoma de Barcelona, 2016. http://hdl.handle.net/10803/399520.

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Actualmente, más del 80\% de los documentos almacenados en papel pertenecen al ámbito empresarial. Avances en materia de digitalización de documentos han fomentado el interés en crear copias digitales para solucionar problemas de mantenimiento y almacenamiento, además de poder disponer de formas eficientes de transmisión y extracción automática de la información contenida en ellos. Esta situación ha propiciado la necesidad de crear sistemas capaces de extraer y analizar automáticamente esta información. La gran variedad en tipos de documentos hace que esta no sea una tarea trivial. Un
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Srogis, Andrius. "Automatizuotas grafinio modelio performulavimas į natūralią kalbą." Master's thesis, Lithuanian Academic Libraries Network (LABT), 2013. http://vddb.laba.lt/obj/LT-eLABa-0001:E.02~2013~D_20130826_150207-45443.

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Grafinių modelių projektavimas yra plačiai naudojamas tiek mokslo, tiek verslo srytyse. Pasaulyje naudojama įvairių kalbų, skirtų tiek sistemų architektūrų, tiek verslo procesų projektavimui. Daugumai kalbų yra sukurta įvairių įrankių, leidžiančių jų naudotojams projektuoti įvairius procesus ar statines sistemas. Vienai labiausiai paplitusių kalbų (UML) trūksta metodikos ir įrankių, gebančių korektiškai perteikti natūralia kalba sistemų architektų aprašytus grafinius modelius asmenims, mažai kvalifikuotiems grafinių modelių sudaryme, skaityme. Perteikimas tuo natūralesnis ir labiau suprantames
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Melkersson, Oskar, and Adam Wretström. "Grafisk modellering som stöd i förstudiefasen : En aktionsforskning om hur grafiska modeller kan underlätta kommunikation mellan utvecklare ochanvändare i en förstudie." Thesis, Linnéuniversitetet, Institutionen för informatik (IK), 2013. http://urn.kb.se/resolve?urn=urn:nbn:se:lnu:diva-27734.

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Papadopoulos, Nicholas. "A 3-D computer modelled animation system, implemented in an object-oriented message-passing environment." Thesis, University of Sussex, 1996. http://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.360489.

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Lohikoski, Håkansson Laura, and Elin Rudén. "Optimization of 3D Game Models : A qualitative research study in Unreal Development Kit." Thesis, Södertörns högskola, Institutionen för naturvetenskap, miljö och teknik, 2013. http://urn.kb.se/resolve?urn=urn:nbn:se:sh:diva-22822.

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Our goal with this study is to examine how much optimization of 3D game models can affect the overall performance of a game. After a previous pilot study we decided on use a method where we worked with a 3D scene which was made earlier unconnected to this study. We created two versions of the scene in Unreal Development Kit, one with none of the meshes optimized and the second scene where the meshes are optimized. From these two scenes we wrote down the different stats: the draw calls, frame rate, millisecond per frame and visible static mesh elements as well as the memory usage. Comparing the
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CATANIA, GIOVANNI. "Approximate inference on graphical models: message-passing, loop-corrected methods and applications." Doctoral thesis, Politecnico di Torino, 2021. http://hdl.handle.net/11583/2917994.

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Santana, Murillo Vinícius Bento. "Desenvolvimento de sistema computacional via MATLAB/GUI (Graphical User Interface) para análise geometricamente não linear de estruturas." reponame:Repositório Institucional da UFOP, 2015. http://www.repositorio.ufop.br/handle/123456789/5463.

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Programa de Pós Graduação em Engenharia Civil. Departamento de Engenharia Civil, Escola de Minas, Universidade Federal de Ouro Preto.<br>Submitted by Oliveira Flávia (flavia@sisbin.ufop.br) on 2015-05-20T20:14:24Z No. of bitstreams: 2 license_rdf: 22190 bytes, checksum: 19e8a2b57ef43c09f4d7071d2153c97d (MD5) DISSERTAÇÃO_SistemaComputacionalGráfico.pdf: 7158699 bytes, checksum: 95038dc4d47ce770d2d418b6065f18d5 (MD5)<br>Approved for entry into archive by Gracilene Carvalho (gracilene@sisbin.ufop.br) on 2015-05-22T14:56:03Z (GMT) No. of bitstreams: 2 license_rdf: 22190 bytes, checksum: 19e8a
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Schwaller, Loïc. "Exact Bayesian Inference in Graphical Models : Tree-structured Network Inference and Segmentation." Thesis, Université Paris-Saclay (ComUE), 2016. http://www.theses.fr/2016SACLS210/document.

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Cette thèse porte sur l'inférence de réseaux. Le cadre statistique naturel à ce genre de problèmes est celui des modèles graphiques, dans lesquels les relations de dépendance et d'indépendance conditionnelles vérifiées par une distribution multivariée sont représentées à l'aide d'un graphe. Il s'agit alors d'apprendre la structure du modèle à partir d'observations portant sur les sommets. Nous considérons le problème d'un point de vue bayésien. Nous avons également décidé de nous concentrer sur un sous-ensemble de graphes permettant d'effectuer l'inférence de manière exacte et efficace, à savo
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Books on the topic "Graphical Modeler"

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Inc, Spatial Technology, ed. ACIS geometric modeler: Application guide. Spatial Technology, Inc., 1996.

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Robinson, Stephen. "Multiresolution analysis of polygonal surfaces" graphics modeller. University of Manchester, Department of Computer Science, 1996.

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Kasʹi︠a︡nov, V. N. Vizualizat︠s︡ii︠a︡ grafov i grafovykh modeleĭ. Sibirskoe nauch. izd-vo, 2010.

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Ferraro, Richard F. A tutorial guide to PT/Modeler 2.0 and Pro/ENGINEER. Addison-Wesley, 1998.

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H, Andersen H., ed. Linear and graphical models: For the multivariate complex normal distribution. Springer-Verlag, 1995.

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Whittaker, J. Graphical models in applied multivariate statistics. Wiley, 1990.

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Barzel, Ronen. Physically-based modeling for computer graphics: A structured approach. Academic Press, 1992.

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Koepke, Marguerite L. Model graphics: Building and using study models. Van Nostrand Reinhold, 1988.

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Systems, Swanson Analysis, ed. ANSYS graphics supplement for revision 5.0. Swanson Analysis Systems, 1992.

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Smith, Brad Lee. Initial Graphics Exchange Specification (IGES), version 3.0. Society of Automotive Engineers, 1986.

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Book chapters on the topic "Graphical Modeler"

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von Hanxleden, Reinhard, Edward A. Lee, Hauke Fuhrmann, et al. "Pragmatics Twelve Years Later: A Report on Lingua Franca." In Leveraging Applications of Formal Methods, Verification and Validation. Software Engineering. Springer Nature Switzerland, 2022. http://dx.doi.org/10.1007/978-3-031-19756-7_5.

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AbstractIn 2010, Fuhrmann et al. argued for enhancing modeler productivity by providing tooling that, put simply, combines the best of textual and graphical worlds. They referred to this as pragmatics, and argued that a key enabler would be the ability to automatically synthesize customized graphical views from a (possibly textual) model. The model would be the “ground truth” used, for example, for downstream code synthesis and simulation; the graphical views would typically be abstractions from the model serving various purposes, including documentation.Twelve years later, we reflect on their
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Draman, Murat, İ. Kuban Altinel, Nijaz Bajgoric, Ali Tamer Ünal, and Burak Birgören. "An Object-Oriented Graphical Modeler for Optimal Production Planning in a Refinery." In Operations Research/Computer Science Interfaces Series. Springer US, 2000. http://dx.doi.org/10.1007/978-1-4615-4567-5_15.

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Berdahl, Edgar, Peter Vasil, and Andrew Pfalz. "Automatic Visualization and Graphical Editing of Virtual Modeling Networks for the Open-Source Synth-A-Modeler Compiler." In Haptics: Perception, Devices, Control, and Applications. Springer International Publishing, 2016. http://dx.doi.org/10.1007/978-3-319-42324-1_48.

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Sucar, Luis Enrique. "Graphical Causal Models." In Probabilistic Graphical Models. Springer London, 2015. http://dx.doi.org/10.1007/978-1-4471-6699-3_13.

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Sucar, Luis Enrique. "Graphical Causal Models." In Probabilistic Graphical Models. Springer International Publishing, 2020. http://dx.doi.org/10.1007/978-3-030-61943-5_14.

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Hasegawa, Takashi, and Naomasa Nakajima. "Solid Modeler with Assembly Representation Tables." In Advanced Computer Graphics. Springer Japan, 1986. http://dx.doi.org/10.1007/978-4-431-68036-9_15.

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Ivanova, Marieta Georgieva, Christian W. Probst, René Rydhof Hansen, and Florian Kammüller. "Transforming Graphical System Models to Graphical Attack Models." In Graphical Models for Security. Springer International Publishing, 2016. http://dx.doi.org/10.1007/978-3-319-29968-6_6.

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Højsgaard, Søren, David Edwards, and Steffen Lauritzen. "Gaussian Graphical Models." In Graphical Models with R. Springer US, 2012. http://dx.doi.org/10.1007/978-1-4614-2299-0_4.

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Liu, Han, and John Lafferty. "Nonparametric Graphical Models." In Handbook of Graphical Models. CRC Press, 2018. http://dx.doi.org/10.1201/9780429463976-13.

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Sucar, Luis Enrique. "Relational Probabilistic Graphical Models." In Probabilistic Graphical Models. Springer London, 2015. http://dx.doi.org/10.1007/978-1-4471-6699-3_12.

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Conference papers on the topic "Graphical Modeler"

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Kels, Jan, Abdelhalim Hafedh Dahou, and Brigitte Mathiak. "Evaluating Language Models for Computer Graphics Code Completion." In 2025 IEEE/ACM International Workshop on Large Language Models for Code (LLM4Code). IEEE, 2025. https://doi.org/10.1109/llm4code66737.2025.00017.

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Ayello, Francois, Narasi Sridhar, Gerry Koch, Vinod Khare, Abdul Wahab Al-Methen, and Shabbir Safri. "Internal Corrosion Threat Assessment of Pipelines Using Bayesian Networks." In CORROSION 2014. NACE International, 2014. https://doi.org/10.5006/c2014-3851.

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Abstract Many engineers are inclined to not trust models; this is particularly true in the field of corrosion. Suspicion comes from modeled results which are inconsistent with field data. The difference between modeled results and the real world has three reasons. First, no model is accurate in all situations. Second, the input data used to run the models is never exact. And third, the operator's knowledge of the system is often missing. In order to increase confidence and reduce the gap between modeled results and field data it is necessary to address all three sources of uncertainties. A sol
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Zhang, K. F., and Hoda H. ElMaraghy. "Validity Check for a Function-Oriented Modeler." In ASME 1993 Design Technical Conferences. American Society of Mechanical Engineers, 1993. http://dx.doi.org/10.1115/detc1993-0402.

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Abstract This paper presents a method for validity check for a feature-oriented modeler which is developed at the center for flexible manufacturing at McMaster University. Maintaining feature validity after feature deletion or modification is, an important issue in product modelling. Among the current commercial modelling systems, it is the designers’ responsibility to create a valid product model. The graphical display of the model provides an auxiliary means for feature verification. However such visual checking is incomplete, unreliable and time-consuming. In the case of invalid internal fe
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Derntl, Michael, Susanne Neumann, and Petra Oberhuemer. "Propelling Standards-based Sharing and Reuse in Instructional Modeling Communities: The Open Graphical Learning Modeler (OpenGLM)." In 2011 11th IEEE International Conference on Advanced Learning Technologies (ICALT). IEEE, 2011. http://dx.doi.org/10.1109/icalt.2011.135.

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Kameyama, Ken-ichi, Koichi Kondo, and Koichi Ohtomi. "An Intelligent Interactive Layout CAD System for Industrial Plants." In ASME 1990 Design Technical Conferences. American Society of Mechanical Engineers, 1990. http://dx.doi.org/10.1115/detc1990-0105.

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Abstract This paper describes an industrial plant layout system with an intelligent interactive user-interface. This system offers a powerful design environment, in which a designer can concurrently draw and check a layout plan, which can not be realized on a conventional plant layout CAD system. The major function of the system is the automatic constraint checking of each designer’s drafting action. This function is achieved by the integration of a geometric modeler, frame representation, and production rules. The geometric modeler is used for extracting the information for data updating and
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Hüsener, Dominik, and Jürgen Roßmann. "Integrating Rule Based Expert Systems into a Simulation framework for digital twins." In 10th International Conference on Human Interaction and Emerging Technologies (IHIET 2023). AHFE International, 2023. http://dx.doi.org/10.54941/ahfe1004066.

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The loss of expert knowledge due to experienced workers retiring in the coming years poses a significant challenge. To address this, we proposed to digitize and preserve this knowledge using the digital twin concept. Traditionally, expert systems have been used to emulate human experts. Rule-based expert systems, such as Prolog and CLIPS (C Language Integrated Production Systems), are one class of expert systems. Fuzzy CLIPS is an extension to CLIPS that can handle Fuzzy logic. Compared to machine learning techniques such as neural networks, rule-based expert systems are more reliable and can
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Parikyan, Tigran, Thomas Resch, and Hans H. Priebsch. "Structured Model of Crankshaft in the Simulation of Engine Dynamics With AVL/EXCITE." In ASME 2001 Internal Combustion Engine Division Fall Technical Conference. American Society of Mechanical Engineers, 2001. http://dx.doi.org/10.1115/2001-ice-435.

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Abstract The paper presents a new concept of dynamic model of crankshaft — the structured model. The theory behind this type of model and the methodology of its use are discussed in detail, and the place of the new model in the process of dynamic strength evaluation of crankshafts is shown. The “Shaft Modeler” — a graphical pre-processor, specially developed for rapid generation of structured models to be used in dynamic simulation with AVL/EXCITE — is shortly described. The advantages of the new modeling methodology are illustrated by application examples. The structured model is shown to clo
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Dani, Tushar H., and Rajit Gadh. "A Framework for Designing Component Shapes in a Virtual Reality Environment." In ASME 1997 Design Engineering Technical Conferences. American Society of Mechanical Engineers, 1997. http://dx.doi.org/10.1115/detc97/dfm-4372.

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Abstract Despite advances in Computer-Aided Design (CAD) and the evolution of the graphical user interfaces, rapid creation, editing and visualization of three-dimensional (3D) shapes remains a tedious task. Though the availability of Virtual Reality (VR)-based systems allows enhanced three-dimensional interaction and visualization, the use of VR for ab initio shape design, as opposed to ‘importing’ models from existing CAD systems, is a relatively new area of research. Of interest are computer-human interaction issues and the design and geometric tools for shape modeling in a Virtual Environm
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Nishino, Hiroaki, Kenji Shiihara, Tsuneo Kagawa, and Kouichi Utsumiya. "An IEC-based mobile 3D graphics modeler." In 2008 IEEE International Conference on Systems, Man and Cybernetics (SMC). IEEE, 2008. http://dx.doi.org/10.1109/icsmc.2008.4811268.

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Ducoin, Aurélien, and Eugene Syriani. "Graphical projectional editing in gentleman." In MODELS '22: ACM/IEEE 25th International Conference on Model Driven Engineering Languages and Systems. ACM, 2022. http://dx.doi.org/10.1145/3550356.3559092.

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Reports on the topic "Graphical Modeler"

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Brockmeier, Martina. A Graphical Exposition of the GTAP Model. GTAP Technical Paper, 2000. http://dx.doi.org/10.21642/gtap.tp08.

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This paper offers a graphical exposition of the GTAP model of global trade. Particular emphasis is placed on the accounting, or equilibrium, relationships in the model. It begins with a treatment of the a one region version of GTAP, thereafter adding a rest of world region to highlight the treatment of trade flows in the model. The implementation of policy instruments in GTAP is also explored, using simple supply-demand graphics. The material provided in this paper was first developed as an introduction to GTAP for participants taking the annual short course. Based on its success in that venue
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Richards, Whitman. Graphical Models and Collective Choice. Defense Technical Information Center, 2005. http://dx.doi.org/10.21236/ada438432.

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Gimpel, K., and D. Rudoy. Statistical Inference in Graphical Models. Defense Technical Information Center, 2008. http://dx.doi.org/10.21236/ada482530.

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Fife, Dustin. Simplistics: An Intuitive Graphical Approach to Statistics. Instats Inc., 2023. http://dx.doi.org/10.61700/d47gzlztthikk469.

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This hands-on course explores statistics from a fresh, intuitive perspective and supports R, JASP, and Jamovi, with an easy to use and understand graphical approach to statistical analysis. Rather than focusing on decisions about the appropriate 'test' or using p-values and arbitrary 'significance' cutoffs, this seminar will teach you to build models and use them to interpret data directly. With these models, you will learn how to generate and interpret model visualizations and effect sizes in an intuitive manner, as well as building, evaluating, and testing competing models. The net result wi
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Madigan, David, and Adrian E. Raftery. Model Selection and Accounting for Model Uncertainty in Graphical Models Using OCCAM's Window. Defense Technical Information Center, 1991. http://dx.doi.org/10.21236/ada241408.

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Wang, Haiqin, and Marek Druzdzel. Cloud Library for Directed Probabilistic Graphical Models. Defense Technical Information Center, 2014. http://dx.doi.org/10.21236/ada611690.

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Pasupuleti, Murali Krishna. Decision Theory and Model-Based AI: Probabilistic Learning, Inference, and Explainability. National Education Services, 2025. https://doi.org/10.62311/nesx/rriv525.

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Abstract Decision theory and model-based AI provide the foundation for probabilistic learning, optimal inference, and explainable decision-making, enabling AI systems to reason under uncertainty, optimize long-term outcomes, and provide interpretable predictions. This research explores Bayesian inference, probabilistic graphical models, reinforcement learning (RL), and causal inference, analyzing their role in AI-driven decision systems across various domains, including healthcare, finance, robotics, and autonomous systems. The study contrasts model-based and model-free approaches in decision-
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Davis, William B. Graphical Model Theory for Wireless Sensor Networks. Office of Scientific and Technical Information (OSTI), 2002. http://dx.doi.org/10.2172/833692.

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Ray, Avik, Sujay Sanghavi, and Sanjay Shakkottai. Greedy Learning of Graphical Models with Small Girth. Defense Technical Information Center, 2013. http://dx.doi.org/10.21236/ada599141.

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Chernozhukov, Victor, Martin Spindler, Jannis Kück, and Sven Klaassen. Uniform inference in high-dimensional Gaussian graphical models. The IFS, 2019. http://dx.doi.org/10.1920/wp.cem.2019.2919.

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