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Support Vector Machine Applied to the Optimal Design of Composite Wing Panels

Rogério Rodrigues dos Santos, Tulio Gomes de Paula Machado, Saullo Giovani Pereira Castro
2021 Aerospace (Basel)  
A machine learning strategy based on support vector machine (SVM) is used for data classification and interpolation.  ...  In order to find an optimal design using limited information, this paper proposes a workflow consisting of design of experiments, metamodeling and optimization phases.  ...  Due to the applicability of the results found by the present analysis in the context of lightweight structures, the investigation of problems with greater complexity and more design variables is seen as  ... 
doi:10.3390/aerospace8110328 fatcat:dwzbsoacrrhehclj4blplkbqay

Comparative Study of Kriging and Support Vector Regression for Structural Engineering Applications

Maliki Moustapha, Jean-Marc Bourinet, Benoît Guillaume, Bruno Sudret
2018 ASCE-ASME Journal of Risk and Uncertainty in Engineering Systems. Part A: Civil Engineering  
Metamodeling techniques have been widely used as substitutes of high-fidelity and timeconsuming models in various engineering applications.  ...  From the comprehensive comparison, it is concluded that anisotropy in the two metamodels clearly improves their accuracy.  ...  Henceforth, it is necessary to use appropriate and robust optimization algorithms to calibrate the hyperparameters.  ... 
doi:10.1061/ajrua6.0000950 fatcat:7genr5hamrhszmrcmc6lxzulgi

To the Editor

Jeremy I Simon, Harla K O'Donnell, Zachary Broyer
2017 Pain medicine (Malden, Mass.)  
This research will also investigate how location information from a GPS receiver can be used and efficiently incorporated into sosMesh to provide more accurate and faster localisation of the trapped person  ...  Acknowledgments The authors thank colleagues in the Simulation and Visualization Group, Department of Computer Science, University of Hull for valuable discussions and technical assistance.  ...  In terms of applicability, the compression algorithm is very simple and does not require major modifications of the routing algorithms specified in the standard.  ... 
doi:10.1093/pm/pnx150 pmid:29016898 fatcat:pao75lxgbvg3hkyhod262f5ebe

A Coupled Approach to Developing Damage Prognosis Solutions

Hoon Sohn, Charles R. Farrar, Francois M. Hemez, Gyuhae Park, Amy N. Robertson, Todd O. Williams
2003 Key Engineering Materials  
As discussed below, the categories do not have sharp boundaries, and many applications will overlap the various categories.  ...  algorithms in an effort to transition the concept of damage prognosis to actual practice.  ...  Los Alamos graduate research assistants Tim Fasel, Jan Goethals and Trevor Tippetts, and. Professor Dan Inman and graduate student David Allen at Virginia Tech.  ... 
doi:10.4028/www.scientific.net/kem.245-246.289 fatcat:iy2hl2f3j5gxdpf2nmd24vfl4i

BON-CASE: An Extensible CASE Tool for Formal Specification and Reasoning

Richard F. Paige, Liliya Kaminskaya, Jonathan S. Ostroff, Jason Lancaric
2002 Journal of Object Technology  
tools (such as type checkers, theorem provers, and static assertion checkers), and its extensible architectureis discussed.  ...  The tool's support for formal techniques -in particular, for formal specification of contracts and frames, as a platform for verification of Eiffel code, for lightweight integration with existing reasoning  ...  It is wide-spectrum, applicable to analysis, design, and implementation.  ... 
doi:10.5381/jot.2002.1.3.a5 fatcat:dknw2z3unbeevlhrlrp75g4vli

Automated Middleware QoS Configuration Techniques for Distributed Real-time and Embedded Systems

Amogh Kavimandan, Aniruddha Gokhale
2008 2008 IEEE Real-Time and Embedded Technology and Applications Symposium  
Further, the results also indicate that GT-QMAP provides significant benefits in terms of scalability and automation as DRE system QoS requirements evolve during its entire development lifecycle.  ...  Quite often the modeling tools used in the development lifecycle of distributed real-time and embedded (DRE) systems are middleware-specific, where they elevate middleware artifacts, such as configuration  ...  Acknowledgement The authors would like to thank Reviewer 4 whose insightful and constructive comments and suggestions improved readibility and overall quality of the paper.  ... 
doi:10.1109/rtas.2008.29 dblp:conf/rtas/KavimandanG08 fatcat:5unj5spkcraw7ltc3fzgpswd2i

Redundancy-free analysis of multi-revision software artifacts

Carol V. Alexandru, Sebastiano Panichella, Sebastian Proksch, Harald C. Gall
2018 Empirical Software Engineering  
Researchers often analyze several revisions of a software project to obtain historical data about its evolution.  ...  Abstract Researchers often analyze several revisions of a software project to obtain historical data about its evolution.  ...  This research is partially supported by the Swiss National Science Foundation (Projects №149450 -"Whiteboard" and №166275 -"SURF-MobileAppsData") and the Swiss Group for Original and Outside-the-box Software  ... 
doi:10.1007/s10664-018-9630-9 fatcat:nhwjpa36wve3bkj5ea7trtg7vi

Metamodel-based model conformance and multiview consistency checking

Richard F. Paige, Phillip J. Brooke, Jonathan S. Ostroff
2007 ACM Transactions on Software Engineering and Methodology  
Two formal specifications of the metamodel for an object-oriented modeling language are presented, and it is shown how to use these specifications for model conformance and multiview consistency checking  ...  J., and Ostroff, J. S. 2007. Metamodel-based model conformance and multiview consistency checking.  ...  Given that a dynamic diagram typically refines a scenario of use in an objectoriented model, it is useful to be able to specify conditions that should be true when a scenario ends.  ... 
doi:10.1145/1243987.1243989 fatcat:y6itbzr4c5dyjpmp3wlncrcq3q

Composition of engineering web services with distributed data-flows and computations

David Liu, Jun Peng, Kincho H. Law, Gio Wiederhold, Ram D. Sriram
2005 Advanced Engineering Informatics  
A system has been prototyped to integrate several project management and scheduling software applications.  ...  For traditional software service composition frameworks, the data-flows and control-flows are centrally coordinated, and the composed service operates as the hub for all data communications.  ...  An application scenario is presented to demonstrate the process by which services are built and integrated using FICAS.  ... 
doi:10.1016/j.aei.2005.01.008 fatcat:ji6ew3blknebdnblvrnrhn53u4

Persistence and Big Data Analytics Architectures for Smart Connected Vehicles [article]

Sebastian Scholze, Fulya Feryal Horozal, Marie-Saphira Flug, Ana Teresa Correia
2019 arXiv   pre-print
The present paper presents a concept and application of how TYPHON aims to face the challenges emerging from the attempts to balance the best world of relational and NoSQL databases, by supporting the  ...  durability of data.  ...  Finally, the metamodel of TyphonDL and its initial implementation 12 https://kubernetes.io/ A.  ... 
arXiv:1910.05341v1 fatcat:n5xfuim3sbejhclusbdlnsvysm

Efficient integration of web services with distributed data flow and active mediation

David Liu, Jun Peng, Kincho H. Law, Gio Wiederhold
2004 Proceedings of the 6th international conference on Electronic commerce - ICEC '04  
It is shown that active mediation, combining with distributed data flows, can greatly improve the performance of an application utilizing multiple web services.  ...  The benefits of distributed data flow and active mediation are illustrated with various applications, such as dynamic type conversion, result extraction, and engineering application.  ...  The LDS algorithm is applicable when the input and output data sizes are known.  ... 
doi:10.1145/1052220.1052223 dblp:conf/ACMicec/LiuPLW04 fatcat:fgngyz4uarfddhk3pgareb5obe

Damaris

Matthieu Dorier, Gabriel Antoniu, Franck Cappello, Marc Snir, Robert Sisneros, Orcun Yildiz, Shadi Ibrahim, Tom Peterka, Leigh Orf
2016 ACM Transactions on Parallel Computing  
This variability significantly impacts the overall application performance at scale and its predictability over time.  ...  In this paper, we present Damaris, a system that leverages dedicated cores in multicore nodes to offload data management tasks, including I/O, data compression, scheduling of data movements, in situ analysis  ...  Acknowledgments This work was done in the framework of a collaboration between the KerData (Inria Rennes Bretagne Atlantique, ENS Rennes, INSA Rennes, IRISA) team, the National Center for Supercomputing Applications  ... 
doi:10.1145/2987371 fatcat:rc4h6ec6hrehzo7mc5bwkg7uli

Adaptive middleware in go - a software architecture-based approach

Nelson Rosa, David Cavalcanti, Gláucia Campos, André Silva
2020 Journal of Internet Services and Applications  
The proposed solution is evaluated by implementing an adaptive middleware and comparing its performance against existing middleware systems.  ...  Adaptive middleware is essential for developing distributed systems in several applications domains.  ...  Acknowledgements Not applicable. Authors' contributions SR was responsible for the identification of the problem, design and implemented the solution.  ... 
doi:10.1186/s13174-020-00124-5 fatcat:ebpstmjzufcpbgtalrnolulbx4

A Survey of Extract–Transform–Load Technology

Panos Vassiliadis
2009 International Journal of Data Warehousing and Mining  
The software processes that facilitate the original loading and the periodic refreshment of the data warehouse contents are commonly known as Extraction-Transformation-Loading (ETL) processes.  ...  triplet, and examine problems that fall within each of these stages, (c) we discuss problems that pertain to the entirety of an ETL process, and, (d) we review some research prototypes of academic origin  ...  Traditional optimization methods are not necessarily applicable to ETL scenarios.  ... 
doi:10.4018/jdwm.2009070101 fatcat:okcajnbvabhe5fx72svcdkwrzu

Crawler [chapter]

Kenneth A. Ross, Christian S. Jensen, Richard Snodgrass, Curtis E. Dyreson, Christian S. Jensen, Richard Snodgrass, Spiros Skiadopoulos, Cristina Sirangelo, Mary Lynette Larsgaard, Gösta Grahne, Daniel Kifer, Hans-Arno Jacobsen (+106 others)
2009 Encyclopedia of Database Systems  
As a result, it is common (at the time of writing) for data accesses to RAM to require several hundred CPU cycles to resolve.  ...  Cache-conscious algorithms typically employ knowledge of architectural parameters such as cache size and latency.  ...  Key Applications The compression of moving objects trajectories data is of interest in several scientific and application domains.  ... 
doi:10.1007/978-0-387-39940-9_2315 fatcat:x4qspjdytvhvroc7h753dihp7u
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