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The Impact of Typicality for Informative Representative Selection
2017
2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR)
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In this work, typicality is used to identify a subset of the most informative samples for labeling, which is then used to update the model using active learning. ...
In this paper, motivated by the theories in data compression, we propose a novel sample selection strategy which exploits the concept of typicality from the domain of information theory. ...
This work was partially funded by NSF grant IIS-1316934 from the National Robotics Initiative. ...
doi:10.1109/cvpr.2017.89
dblp:conf/cvpr/BappyPTR17
fatcat:w4a4yh2qvfepnd3yv7l6wgmzmm
Attitudes toward groups and behavioral intentions toward individual group members: The impact of nondiagnostic information
1992
Journal of Experimental Social Psychology
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In addition, the information that was relatively high in typical diagnosticity reduced the perceived representativeness of the party member more than did the information that was low in typical diagnosticity ...
Moreover, the effect that individuating information had on the representativeness of the party member was correlated significantly with the impact that the information had on the consistency between subjects ...
they affect the representativeness of the candidates, thus reducing the impact that more diagnostic information has on voting decisions. ...
doi:10.1016/0022-1031(92)90034-h
fatcat:4axt7smb65dm5cwo5ujfq77cpm
An Information Theory Approach to Identifying a Representative Subset of Hydro-Climatic Simulations for Impact Modeling Studies
2018
Water Resources Research
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Therefore we recommend that any selection process should not be solely driven by climatic variables but, rather, should also consider variables of the impact model. ...
Here a framework rooted in the information theoretic Maximum Information Minimum Redundancy concept is proposed for identifying a representative subset from an available ensemble of hydro-climatic projections ...
on the manuscript; T.B. contributed with the basic idea, compilation of model outputs, supporting information figures, and commenting on the manuscript. ...
doi:10.1029/2017wr022035
pmid:30344354
pmcid:PMC6175403
fatcat:ezd6y4jvczclrapcflyjviyyiq
Development of a Pollution Prevention Tool for Design of Continuous Chemical Processes
[chapter]
1997
IFIP Advances in Information and Communication Technology
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Performing a pollution prevention assessment of a chemical process design is typically resource intensive. ...
A software prototype, P2TCP (Pollution Prevention Tool for Continuous Processes) is presented. ...
ACKNOWLEDGEMENTS The authors gratefully acknowledge the research funding of the project from the Sino Software Corporation and the contributions made by Dr. J. F. Porter and Dr. G. McKay. ...
doi:10.1007/978-1-5041-2869-8_28
fatcat:woycunhbvvf5pgmp4zekpt6q2u
Surrogate species selection for assessing potential adverse environmental impacts of genetically engineered insect-resistant plants on non-target organisms
2013
GM crops & food
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Opinions and views expressed in the present article are strictly those of the authors and do not represent those of the organizations where the authors are currently employed. www.landesbioscience.com ...
Disclosure of Potential Conflict of Interest No potential conflict of interest was disclosed. ...
conditions in the laboratory or greenhouse and typically involves the exposure of a select group of representative species to levels of the pesticide many times higher than levels expected from environmental ...
doi:10.4161/gmcr.26560
pmid:24637519
pmcid:PMC5033195
fatcat:s4g6km3r4va7jdjfxfmh2ba6my
Applying ISO 16840–2 Standard to differentiate impact force dissipation characteristics of selection of commercial wheelchair cushions
2015
Journal of rehabilitation research and development
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Results from applying the International Organization for Standardization (ISO) 16840-2 test method for determining the impact damping characteristics of 35 wheelchair cushions plus a high resilience (HR70 ...
Manufacturers will therefore be able to provide users and clinicians with information about the impact force dissipation properties of the cushions that will enable them to make more informed product choices ...
Sample of Cushions Tested The ISO 16840-2 test method was applied to a large sample (36) of representative wheelchair cushions selected for a report on the characteristics of wheelchair cushions for the ...
doi:10.1682/jrrd.2014.04.0115
pmid:26230038
fatcat:xrigmpr6rbbwrotfgq6apjgzwu
A Weight Assignment Algorithm for Incomplete Traffic Information Road Based on Fuzzy Random Forest Method
2021
Symmetry
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One of the keys in time-dependent routing is determining the weight for each road network link based on symmetrical and complete traffic information. ...
Subsequently, the fuzzy reasoning method is used to obtain the weight of road links missing traffic information by calculating their similarities with typical road section samples. ...
Informed Consent Statement: Not applicable. Data Availability Statement: The study did not report any data.
Conflicts of Interest: The authors declare no conflict of interest. ...
doi:10.3390/sym13091588
fatcat:mhqvz25bpngsdouzvb2cspnbxa
Determinate Node Selection for Semi-supervised Classification Oriented Graph Convolutional Networks
[article]
2023
arXiv
pre-print
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The DNS algorithm identifies two categories of representative nodes in the graph: typical nodes and divergent nodes. ...
In this paper, we propose an efficient method for the deterministic selection of labeled nodes: the Determinate Node Selection (DNS) algorithm. ...
Acknowledgments This work has been supported by the National Key Research and Development Program of China under grant XXX, the National Natural Science Foundation of China under grants XXX and XXX. ...
arXiv:2301.04381v1
fatcat:uq6hy23jo5gvbknjhags6hspyu
A Broad, Quantitative Model for Making Early Requirements Decisions
2008
IEEE Software
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His research interests include practical AI for software engineering, focusing on how to build and assess AI tools that find the least number of constraints that most effect a software project (the "less ...
He is a member of the IEEE, a former research chair at the NASA IV&V facility, and co-chair of the Promise workshop on repeatable experiments in software engineering. ...
Acknowledgments We conducted our research at the Jet Propulsion Laboratory, California Institute of Technology, under a contract with the National Aeronautics and Space Administration. ...
doi:10.1109/ms.2008.29
fatcat:gfohxr7pa5ekpjlscsaxkcrdia
Diversity and equality in honours and awards programs – steps towards a fair representation of membership
2020
Advances in Geosciences
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committees; and ensuring selection committees focus on the criteria for the award rather than non-pertinent, often personal, information, as well as additional strategies that allow us to recognize our ...
This network works wonderfully for the people lucky enough to be in it, but typically neglects the full range and breadth of scholarship and service within the society. ...
We wish to thank Alberto Montanari and an anonymous reviewer for their helpful suggestions to improve the manuscript. Review statement. ...
doi:10.5194/adgeo-53-41-2020
fatcat:t7y43hpxhvh5hhopkwrm6wamne
Multi-Excitation Infrared Fusion for Impact Evaluation of Aluminium-BFRP/GFRP Hybrid Composites
2021
Sensors
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A new image fusion framework including feature extraction, feature selection and fusion steps is proposed to fully utilize the information from two excitation modalities. ...
Features from different perspectives are compared and selected via intensity contrast on deformation area for fusion imaging. ...
Conflicts of Interest: The authors declare no conflict of interest. ...
doi:10.3390/s21175961
pmid:34502852
fatcat:jkutxtmg6vbvhin3popuahix3e
Measurement of Dynamic Behavior of Running- Specific Prostheses by an Impact Test
2020
Proceedings (MDPI)
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The impact experiment was conducted to produce a typical ground foot strike contact, and to obtain the dynamic behavior of blades during and after impact. ...
The objective of this study was to evaluate rebound characteristics for running-specific prostheses by quantifying their dynamic behavior by an impact experiment. ...
Selection of the blade has no choice but to rely on subjective information, such as word-of-mouth information on the blade, catalog information provided by manufacturers and the types of blades used by ...
doi:10.3390/proceedings2020049145
fatcat:vrt2bpijfrhozmqg4bkcgvyfu4
Real-Time Mobility Analysis Through Google Maps
2020
Zenodo
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A dashboard built for this data is being used by the Qatari Ministry of Public Health. ...
fine-grained estimates of economic impact. ...
For that day, the sum of live/recent information, shown in red, was 176, whereas the sum of normalized typical visit information, shown in blue, is 157. ...
doi:10.5281/zenodo.3965385
fatcat:zz4whummtndy3pbm3u2szsdk4a
Economic Evaluations of School Sealant Programs and the Consent Conundrum
2018
Journal of Dental Research
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The views presented in this publication are solely the responsibility of the authors and do not necessarily represent the official views of the National Institutes of Health or the Patient-Centered Outcomes ...
The authors declare no potential conflicts of interest with respect to the authorship and/or publication of this article. ...
Assessing the impact of SSPs on school populations when the school population is not well represented in the sample is difficult. ...
doi:10.1177/0022034518806838
pmid:30354919
pmcid:PMC6900435
fatcat:jp67olnjr5h3fjt2eify6dychq
Monitoring air quality, objectives and design
2008
Chemical Industry and Chemical Engineering Quarterly
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The best possible definition of the air pollution problem, together with the analysis of the personnel, budget and equipment available, represent the basis for the final design. ...
Geographical Information Systems (GIS) are an important tool, particular for the presentation of data. ...
it is therefore necessary to locate monitoring stations so that they are representative for different impacts. ...
doi:10.2298/ciceq0803167s
fatcat:vrgf4li7q5hwbiwn3oezjcmf2u
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