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A Data-Driven Approach on Bioconvection Flow
In this study, machine learning modeling is utilized on a bioconvection flow problem. The two dimensional, time independent natural convection flow problem in the presence of oxytactic bacteria is considered inside a unit square cavity. The dimensionless governing equations in terms of stream function, temperature, oxygen concentration, bacteria ...Bengisen Pekmen, Merve Gurbuz-Caldag
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Cooperative transactions: a data-driven approach
Proceedings of HICSS-29: 29th Hawaii International Conference on System Sciences, 1996We present a new cooperative transaction model. The model has been developed using a data-driven approach, where we have not considered constraints specific to one application class, but only data-specific constraints. This approach is more general than the application-driven approach adopted in other cooperative transaction models. The notion of a set
Marcus Costa Sampaio, Stéphane Turc
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Data-Driven Approaches for Smart Parking
2017Finding a parking space is a key problem in urban scenarios, often due to the lack of actual parking availability information for drivers. Modern vehicles, able to identify free parking spaces using standard on-board sensors, have been proven to be effective probes to measure parking availability.
Fabian Bock +2 more
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Data-Driven Precision Implementation Approach
AJN, American Journal of Nursing, 2019This is the third article in a new series about evidence-based practice (EBP) that builds on AJN's awardwinning previous series—Evidence-Based Practice, Step by Step—published between 2009 and 2011 (to access the series, go to http://links.lww.com/AJN/A133).
Laura, Cullen +3 more
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A data-driven approach to feature construction
1994This paper presents a general scheme for feature construction and its application to decision trees. In this scheme, a higher level attribute is constructed from two lower level ones under the guidance of the distributions of the examples from different classes. It can be used with different selective induction algorithms such as decision tree learning,
Jianping Zhang 0003, Hsueh-Hsiang Lu
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A Data-Driven Approach to Constraint Optimization
2019Many problems occurring in production, transport, supply chains and everyday life problems can be formulated in the form of constraint optimization problems (COPs). Most often these are issues related to planning and scheduling, distribution of resources, fleet selection, route and network optimization, configuration of machines and manufacturing ...
Jaroslaw Wikarek, Pawel Sitek
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Unfalsified approach to data-driven control design
53rd IEEE Conference on Decision and Control, 2014The paper deals with the problem of designing controllers from experimental data. We propose a non-iterative direct approach in which the parameters of a controller of a prescribed order and structure are optimized with respect to a relevant performance criterion. The proposed approach builds upon the so-called unfalsified control theory.
Giorgio Battistelli +3 more
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A Data-Driven Approach to Audio Decorrelation
IEEE Signal Processing Letters, 2022Carlotta Anemüller +2 more
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The reflective approach for data-driven rules
[1993] Proceedings International Conference on Intelligent and Cooperative Information Systems, 2002The self-triggering approach presented in this paper is a novel architecture for active database systems. It provides a high-level reflective rule language, rich modelling tools and a clear semantics of dependencies among data elements. Under this approach, rules that are data-driven by nature are handled by a mechanism that utilizes their semantic ...
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AI and Data-driven Approaches for Agriculture
Proceedings of the 15th Annual Meeting of the Forum for Information Retrieval Evaluation, 2023Manjira Sinha +2 more
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