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29 results for “Multi-Objective Optimization”
Data from: Multi-objective optimization for plant germplasm collection conservation of genetic resources based on molecular variability
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A Comparative Study of Multi-objective Optimization Methodologies for Molecular and Process Design
<p>The files contain the set of solutions generated with various multi-objective optimization methods.</p>
Multi-objective optimization data (large scale truss)
<p>The file contains data obtained from the multi-objective optimization of a large scale truss</p>
A Multi-Objective Optimization Framework for Code Generation Decoding Strategies Based on Code Token Trees
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Multi-objective Optimization Reveals Time- and Dose-Dependent Inflammatory Cytokine-Mediated Regulation of Human Stem Cell Derived T-cell Development
GEO Series GSE191086. Homo sapiens. 6 samples. Type: Other.
Multi-objective Optimization of Long-run Average and Total Rewards: Supplemental Material
<p>Supplemental Material for the Paper:<br> Multi-objective Optimization of Long-run Average and Total Rewards<br> by Tim Quatmann and Joost-Pieter Katoen.</p> <p>This artifact contains our implementation for the paper "Multi-objective Optimization of Long-run Average and Total Rewards". The implementation is fully integrated into the model checker <a href="http://stormchecker.org">Storm</a>.<br> We include the sources and dependencies of Storm as well as the related tools <a href="http://qav.cs.ox.ac.uk/multigain">MultiGain</a> and <a href="http://www.prismmodelchecker.org/games">PRISM-games</a>.<br> Moreover, we include model files and scripts for replicating *all* experiments as conducted for the paper.<br> The original logfiles obtained during our experiments are included as well.</p> <p>The artifact has been tested to work with the <a href="https://zenodo.org/record/4041464">TACAS 21 Artifact Evaluation VM</a> running Ubuntu 20.04 LTS</p>
Multi-objective optimization based privacy preserving distributed data mining in Peer-to-Peer networks
This paper proposes a scalable, local privacy preserving algorithm for distributed Peer-to-Peer (P2P) data aggregation useful for many advanced data mining/analysis tasks such as average/sum computation, decision tree induction, feature selection, and more. Unlike most multi-party privacy-preserving data mining algorithms, this approach works in an asynchronous manner through local interactions and it is highly scalable. It particularly deals with the distributed computation of the sum of a set of numbers stored at different peers in a P2P network in the context of a P2P web mining application. The proposed optimization based privacy-preserving technique for computing the sum allows different peers to specify different privacy requirements without having to adhere to a global set of parameters for the chosen privacy model. Since distributed sum computation is a frequently used primitive, the proposed approach is likely to have significant impact on many data mining tasks such as multi-party privacy-preserving clustering, frequent itemset mining, and statistical aggregate computation.
Co-design multi-objective 3D optimization methodology for battery modules: An active air-cooling study case
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A multi-objective Bayesian optimization framework for the synthesis of methanol from syngas using interpretable Gaussian process models
<p>The data sets are synthesized with two reactors (1) Recycle reactor (2) Once through reactor. These reactors have a typical fixed bed of catalysts. The inlet parameter values are varied, and output parameter readings are recorded.</p> <p> </p>
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Allen Brain Atlas
Allen Brain Atlas is an Allen Institute collection of brain map atlases, datasets, APIs, and analysis tools covering mouse, human, and non-human primate brain resources.
Annotated Behaviour and Observability Dataset (ABODe)
ABODe is a University of Edinburgh DataShare dataset for behavior classification in group-housed mice using home-cage video, identities, bounding boxes, ground-plate positions, and annotator labels.
DANDI Archive for NWB datasets
DANDI is a BRAIN Initiative archive for publishing and sharing neurophysiology data, including electrophysiology, optophysiology, and behavioral data packaged as NWB and related standards.
International Brain Laboratory public data
The International Brain Laboratory public data releases expose standardized mouse decision-making experiments, including Neuropixels recordings, widefield calcium imaging, behavior, and session metadata accessed through the ONE API.
OpenNeuro
OpenNeuro is a free, open platform for sharing neuroimaging datasets, with public search, dataset pages, and download paths for web, S3, DataLad, and the OpenNeuro CLI.