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Data-Driven Modeling and Coordination of Large Process Structures
[chapter]
On the Move to Meaningful Internet Systems 2007: CoopIS, DOA, ODBASE, GADA, and IS
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In this paper, we introduce the COREPRO framework for the data-driven modeling of large process structures. ...
The approach reduces modeling eorts signicantly and provides mechanisms for maintaining data-driven process structures. ...
Section 3 shows how to model and instantiate (product) data structures. Section 4 deals with the data-driven creation and change of large process structures. ...
doi:10.1007/978-3-540-76848-7_10
dblp:conf/otm/MullerRH07
fatcat:kqn3eyfctrgzvbumh2535we7rm
COREPRO Sim : A Tool for Modeling, Simulating and Adapting Data-Driven Process Structures
[chapter]
2008
Lecture Notes in Computer Science
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This paper presents the COREPROSim demonstrator which enables sophisticated support for modeling, coordinating and (dynamically) adapting data-driven process structures. ...
Industry is increasingly demanding IT support for large engineering process structures consisting of hundreds up to thousands of synchronized processes. ...
Introduction In the engineering domain, the development of complex products (e.g., cars) necessitates the coordination of large process structures. ...
doi:10.1007/978-3-540-85758-7_32
fatcat:texj2ygddnbvtcrwpar3w243ce
Data-Driven Design of Engineering Processes with COREPROModeler
2007
16th IEEE International Workshops on Enabling Technologies: Infrastructure for Collaborative Enterprises (WETICE 2007)
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This information can be utilized for the modeling and execution of so-called data-driven process structures. ...
In this paper, we present the COREPRO demonstrator that supports the data-driven modeling of these process structures. ...
IT support for the modeling of data-driven process structures must meet four requirements. ...
doi:10.1109/wetice.2007.4407191
fatcat:yhfxyzdttjahdiluttiyybpfum
Flexibility of Data-Driven Process Structures
[chapter]
2006
Lecture Notes in Computer Science
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Our goal is to enable product-driven (i.e., data-driven) process modeling, execution and adaptation. ...
This paper discusses important issues related to the design, enactment and change of data-driven process structures. ...
Introduction Industry increasingly demands IT support for the coordination of large and complex process structures, such as production and development processes. ...
doi:10.1007/11837862_19
fatcat:xsf3bpdqevhh3af74abceauzum
An Automated Data Processing Pipeline for Virus Structure Determination at High Resolution
2007
2007 IEEE International Parallel and Distributed Processing Symposium
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The automation of the data processing pipeline for virus structure determination at high resolution is a very challenging problem. ...
This paper dissects some of the most difficult problems posed by the dynamic coordination of complex computational tasks in a large scale distributed data acquisition and analysis system. ...
There are two major factors that distinguish the structural studies of large macromolecular structures like viruses from those of small proteins and make the automation of the data processing pipeline ...
doi:10.1109/ipdps.2007.370452
dblp:conf/ipps/YuMMCP07
fatcat:yqbwxi2ajrhcllodgyigag5m5u
datafold: data-driven models for point clouds and time series on manifolds
2020
Journal of Open Source Software
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This geometry is often of much lower dimension than the ambient data space, and finding a suitable set of coordinates can reduce the complexity of the dataset. ...
An intrinsic geometry is what most data-driven models assume implicitly or explicitly in the available data, and successful machine learning algorithms adapt to this underlying structure for tasks like ...
An intrinsic geometry is what most data-driven models assume implicitly or explicitly in the available data, and successful machine learning algorithms adapt to this underlying structure for tasks like ...
doi:10.21105/joss.02283
fatcat:orm4nlvgwjgxjl2m4ibrzb62fq
Coordination Models and Languages
[chapter]
1998
Advances in Computers
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We then go on to classify these models and languages as either "data-driven" or "control-driven" (also called "process-" or "task-oriented"). ...
Coordination Models and Languages Data-vs. Control-Driven Coordination The purpose of this (third) main section of the chapter is to present the most important coordination models and languages. ...
ACKNOWLEDGMENTS A number of people have provided useful feedback in improving the presentation of the survey and its contents. ...
doi:10.1016/s0065-2458(08)60208-9
fatcat:lexeqxeti5eiza2rxbfis5eekq
From Bureaucratic Coordination to a Data-Driven Model: Transformation and Capacity Building of Community-Based Prevention and Control of Public Health Events
2022
International Journal of Environmental Research and Public Health
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and control encounters the "regulatory feedback" that inhibits the growth at the data-driven level. ...
However, with the development of the epidemic showing a strong trend of being latent and wide spread, the "reinforcing feedback" from the bureaucratic coordination model on the effect of epidemic prevention ...
Data Availability Statement: Not applicable.
Conflicts of Interest: The authors declare no conflict of interest. ...
doi:10.3390/ijerph19148238
pmid:35886091
pmcid:PMC9323052
fatcat:lchc3ipu25g2tlujf7itlcla34
IT Support for Release Management Processes in the Automotive Industry
[chapter]
2006
Lecture Notes in Computer Science
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This results in a number of fundamental challenges requiring new paradigms for the product-driven design, enactment and adaptation of processes. ...
The coordination and synchronization of these processes has become a complex and error-prone task due to the increasing number of functions and embedded systems in modern cars. ...
New mechanism and paradigms for flexibility in configuration-driven process structures are required to enable IT support for process coordination not only in the automotive industry. ...
doi:10.1007/11841760_26
fatcat:dgdhsrtg5fbydc74xkhfnjkn2u
Deformation Monitoring and Shape Reconstruction of Flexible Planer Structures Based on FBG
2022
Micromachines
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., we propose a reconstruction approach based on FBG and a data-driven model; with the aid of ANSYS finite element software, a simulation model was built, and training samples were collected. ...
Four data-driven models were constructed (linear regression, regression tree, integrated tree, and BP neural network) and comprehensively evaluated; the predictive value of the BP neural network was closer ...
The introduction of the data-driven model breaks through the traditional shape reconstruction thought process. ...
doi:10.3390/mi13081237
fatcat:wyvmrf6ycjdcliiiolqcq5x5lu
Coordination Models and Languages
[chapter]
2001
Lecture Notes in Computer Science
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We then go on to classify these models and languages as either "data-driven" or "control-driven" (also called "process-" or "task-oriented"). ...
A new class of models, formalisms and mechanisms has recently evolved for describing concurrent and distributed computations based on the concept of "coordination". ...
This work has been partially supported by the INCO-DC KIT (Keep-in-Touch) program 962144 "Developing Software Engineering Environments for Distributed Information Systems", financed by the Commission of ...
doi:10.1007/3-540-44933-7_3
fatcat:2svc4miuvfej3hwlqrphzocvdq
Enabling multiscale modeling in systems medicine
2014
Genome Medicine
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Under the umbrella of systems biology, workflows of data-driven modeling and model-driven experimentation have led to the development of computational models that describe processes at all levels, including ...
Systems biology has contributed workflows for data-driven modeling and model-driven experimentation to the life sciences. ...
Acknowledgements The workshop that launched the collaborative writing of this paper was funded through CASyM, a Coordinating Action for the Implementation of Systems ...
doi:10.1186/gm538
pmid:25031615
pmcid:PMC4062045
fatcat:6rs5zhtsfbf7thekdejja6syaq
Fusing Georeferenced and Stereoscopic Image Data for 3D Building Façade Reconstruction
2018
ISPRS International Journal of Geo-Information
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The final output of our method is a georeferenced 3D model of the structure's façade, which can be further refined with the use of image-driven texture information. ...
In the final stage, the structural information extracted from the image data is integrated with georeferenced point datasets. ...
Acknowledgments: We would like to acknowledge the contribution of D. Tsichritzis for editing and valuable comments. We also thank the reviewers for their constructive comments. ...
doi:10.3390/ijgi7040151
fatcat:4mjkhrmcsvczvdzctbh2u2gzry
A physics and data co-driven surrogate modeling approach for temperature field prediction on irregular geometric domain
[article]
2022
arXiv
pre-print
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To alleviate this difficulty, we propose a novel physics and data co-driven surrogate modeling method. ...
Second, a physics-driven CNN surrogate with partial differential equation (PDE) residuals as a loss function is utilized for fast meshing (meshing surrogate); then, we present a data-driven surrogate model ...
And to prove the validity of the meshing surrogate, we compare the mesh quality of the physics-driven and data-driven method on U-net with the same structure. ...
arXiv:2203.08150v1
fatcat:ov6uj66jhjcr7koiruxhydlb6i
Superimposing semantic mesh to prevent information processes entanglement
2020
Procedia Computer Science
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The use of scaling to reflect the dynamics of information processes that represent data is shown. ...
In this paper, we study the problems of extracting concepts from data and introduce the notion of deviation of concepts. ...
The notion of declarative data-driven coordination (D3C) is to support coordination in the spirit of data management: to be data-driven and defined using convenient declarative languages. ...
doi:10.1016/j.procs.2020.02.197
fatcat:ppqaaqj7k5hv5bh3uyaxasmmoi
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