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Understanding Uncertainty Issues in the Exploration of Fish Counts [chapter]

Emma Beauxis-Aussalet, Lynda Hardman
2016 Intelligent Systems Reference Library  
Several data analysis steps are required for understanding computer vision results and drawing conclusions about the actual trends in the fish populations.  ...  This chapter discusses the means for ecologists to investigate the uncertainty in computer vision results.  ...  We investigated the impact of such scores on user understanding of uncertainty [?] .  ... 
doi:10.1007/978-3-319-30208-9_13 fatcat:5hpa4tfkhjhp3bgnd7adf23wyi

A case study of trust issues in scientific video collections

Emma Beauxis-Aussalet, Elvira Arslanova, Lynda Hardman, Jacco Van Ossenbruggen
2013 Proceedings of the 2nd ACM international workshop on Multimedia analysis for ecological data - MAED '13  
Our video analysis tool supports the key task of counting different species of fish, allowing marine biologists to query the video collection without watching the videos.  ...  Our qualitative analysis discusses the support for understanding the reliability of video analysis, and trusting the results it produces.  ...  They encounter uncertainty issues with the missed detection, since many organisms occur simultaneously. They usually approximate the number of fish in dense fish groups with many overlaps.  ... 
doi:10.1145/2509896.2509907 dblp:conf/mm/Beauxis-Aussalet13a fatcat:kesupljbhbestnpmozla53f56m

Supporting Non-Experts' Awareness of Uncertainty

Emma Beauxis-Aussalet, Elvira Arslanova, Lynda Hardman
2007 Proceedings of the European Conference on Cognitive Ergonomics 2015 - ECCE '15  
We compare the impact of either data features (i.e., the true level of uncertainty) or visualization features on user perception of uncertainty.  ...  We evaluate the correctness of users' interpretation of data, and their confidence in their interpretation.  ...  of fish counts [3, 4] .  ... 
doi:10.1145/2788412.2788432 dblp:conf/ecce/Beauxis-Aussalet15 fatcat:sonmux7t35aopbir4b3vlznana

Stakeholder Dialogues and Shared Understanding: The Case of Co-Managing Fisheries in Sweden

Cecilia Lundholm, Christian Stöhr
2014 Sustainability  
Participants highlighted that shared understanding was important for the feasibility of co-management, while also addressing issues of invisibility of the resource (fish living under water), uncertainty  ...  due to the complexity of the eco systems, and the epistemological difficulties of bringing scientific results into decision-making, which makes shared understanding in this case challenging and even impossible  ...  Author Contributions Lundholm conducted data gathering and analysis of data and both authors contributed in the writing of the article.  ... 
doi:10.3390/su6074525 fatcat:hbx2xck7gvdmxol6et64ywpfgm

Intuitive ideas about chance and probability in children from 4 to 6 years old

Claudia Vásquez Ortiz, Ángel Alsina
2019 Acta Scientiae  
In future studies, it will be necessary to continue exploring new data that contribute to the professional development of Early Childhood Education teachers, in order to refine the planning and management  ...  This study explores intuitive ideas about chance and probability in children aged 4 to 6.  ...  Context: understanding the role and implications of probabilistic issues and messages in various contexts and in personal and public discourse.  ... 
doi:10.17648/acta.scientiae.v21iss3id5215 fatcat:btm2yf4h3rgxfmg4dxcw2flkcm

Intimate Uncertainties

Sabine Strasser, Luisa Piart
2018 Anthropological Journal on European Cultures  
For this special issue we are bringing together six ethnographic cases of intimate uncertainties that are situated within different regimes of reproduction, healthcare and borders in and beyond Europe.  ...  The authors of these contributions all focus the theoretical lens of moral economy squarely onto the intimate.  ...  The articles in this special issue explore dimensions of intimate uncertainties in different European contexts.  ... 
doi:10.3167/ajec.2018.270201 fatcat:uo5qpvjeyjfhnhp32sqmq33wwa

Uncertainty-aware estimation of population abundance using machine learning

Bastiaan J. Boom, Emma Beauxis-Aussalet, Lynda Hardman, Robert B. Fisher
2015 Multimedia Systems  
It significantly improves the counting of elements per class. We further propose visualization designs for understanding and evaluating the classification uncertainty.  ...  This work was developed to address the needs of ecologists studying fish population abundance using computer vision, but generalizes to a larger range of applications.  ...  Such visualizations can support users in acquiring a better understanding of the uncertainty and of the underlying computational processes.  ... 
doi:10.1007/s00530-015-0479-0 fatcat:stgewm5wwnf2nmug5szk5dnxyi

Debating the unknowns of marine oil exploration in Mexico

Liina-Maija Quist, Anja Nygren
2019 The Extractive Industries and Society  
We are especially grateful to the fisher communities in coastal Tabasco and to the governmental institutions, oil industry representatives and non-governmental organizations that co-operated with us in  ...  We would like to thank two anonymous reviewers who provided valuable comments on the earlier version of the manuscript.  ...  Considering that the consequences of oil exploration include various unknowns, what becomes interesting is which issues receive attention and which issues are ignored in the discussions among the actors  ... 
doi:10.1016/j.exis.2019.06.005 fatcat:3qp7ddpjs5b6batrcvdwqa636q

ADER:Adapting between Exploration and Robustness for Actor-Critic Methods [article]

Bo Zhou, Kejiao Li, Hongsheng Zeng, Fan Wang, Hao Tian
2021 arXiv   pre-print
compositions of the uncertainty in different learning stages.  ...  In this paper, we show that the failure of some cases can be attributed to insufficient exploration.  ...  Figure 1 : 1 A counter example showing the exploration issue of TD3. (a) A grid world environment where a penguin tries to catch the fish at the top.  ... 
arXiv:2109.03443v1 fatcat:wwqqqgig7na6zpckv5drqj6efe

The making of a louse - Constructing governmental technology for sustainable aquaculture

Tonje C. Osmundsen, Marit Schei Olsen, Trine Thorvaldsen
2020 Environmental Science and Policy  
We are grateful to our respondents for their participation in the study, and to the anonymous reviewer providing valuable feedback.  ...  Acknowledgements The data collection, analysis, and preparation of the manuscript was funded by the Norwegian Research Council grant no. 234139 and grant no. 254841.  ...  When a facility has more than three pens, the lice from a selection of fish from at least half of the pens should be counted each time, so that all pens are included in two consecutive counts.  ... 
doi:10.1016/j.envsci.2019.12.002 fatcat:xzdco657u5gl5lntvrsup4k524

Eastern Baltic cod in distress: biological changes and challenges for stock assessment

Margit Eero, Joakim Hjelm, Jane Behrens, Kurt Buchmann, Massimiliano Cardinale, Michele Casini, Pavel Gasyukov, Noél Holmgren, Jan Horbowy, Karin Hüssy, Eskild Kirkegaard, Georgs Kornilovs (+11 others)
2015 ICES Journal of Marine Science  
where answers are urgently needed to understand the present stock status and provide scientifically solid support for cod management in the Baltic Sea.  ...  A number of adverse developments such as low nutritional condition and disappearance of larger individuals indicate that the stock is in distress.  ...  Benchmark on Baltic Cod Stocks (WKBALTCOD) for inspiring discussions on the topics addressed in this study.  ... 
doi:10.1093/icesjms/fsv109 fatcat:wycdbtehkvhb5gkrgkisn3ov6m


L. Steven Smutko, Suzanne H. Kimek, Christy A. Perrin, Leon E. Danielson
2002 Journal of the American Water Resources Association  
The issue attributes include: level of uncertainty, balance of information, risk, time horizon of effects, urgency of decision, distribution of effects, and clarity of problem.  ...  By examining seven attributes of the issues confronted by stakeholders in a collaborative process, the consequences of these attributes on the need for collaboration and stakeholders' willingness to engage  ...  The fact-finding and analysis phase of the shellfish closure issue spanned 14 months and did not lead to a clear understanding of the sources and causes of high bacteria counts.  ... 
doi:10.1111/j.1752-1688.2002.tb05540.x fatcat:yzttbn5pz5eclnh3ux2ir2ss64

Opportunities and Challenges in Omics

MingMing Ning, Eng H. Lo
2010 Translational Stroke Research  
Acknowledgments Supported in part by grants from the US National Institutes of Health/NINDS.  ...  We also thank Dr David McMullin for his thoughtful contribution in the discussion and preparation of this manuscript.  ...  -Heisenberg The heart of the issue for "omics" methodology has been reproducibility-healthy skepticism of the reproducibility issue has advanced genomic exploration to derive the training set from well-characterized  ... 
doi:10.1007/s12975-010-0048-y pmid:22140416 pmcid:PMC3226701 fatcat:xdbkv2qdazdlzjpq4pfswfxs5m

Identifying predictors of international fisheries conflict

Jessica Spijkers, Gerald G. Singh, Colette C. C. Wabnitz, Henrik Österblom, Graeme S. Cumming, Tiffany H. Morrison
2021 Fish and Fisheries  
For the period 1997-2016, we found evidence supporting the demand-induced scarcity hypothesis, and the notion that an increase in supply of fishery resources is linked to an increase in conflict occurrence  ...  We applied a multi-model ensemble approach to a global database of international fishery conflicts between 1974 and 2016 to test the supply-induced scarcity hypothesis (diminishing supplies of fishery  ...  Indeed, paying attention to the effects of cultural preferences and traditions in mediating the fishery resource-conflict pathway is an important next step in understanding what drives conflicts over fish  ... 
doi:10.1111/faf.12554 fatcat:cic6oqby5rgenp4snpmtvki4ra

Dealing with uncertainty in ecosystem models: lessons from a complex salmon model

Paul McElhany, E. Ashley Steel, Karen Avery, Naomi Yoder, Craig Busack, Brad Thompson
2010 Ecological Applications  
Using a Monte Carlo approach, we explored the variation in output, prediction intervals, and sensitivity indices, given these plausible input distributions.  ...  However, EDT prioritization of reaches for preservation or restoration was more robust to given input uncertainties, indicating that EDT may be more useful as a relative measure of fish performance than  ...  ACKNOWLEDGMENTS Thanks to the EDT collaboration group, Mobrand, Jones and Stokes, NWFSC reviewers (especially Dave Jensen), and the Java programmers (Ray Crawford, Susan Demner, Bao Huynh, and Jerry Frost  ... 
doi:10.1890/08-0625.1 pmid:20405800 fatcat:xdy7dil32zdu5a4uldtthfrvpa
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