Nadia Boukhelifa
Publications
Publications
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Explaining Complex ML Models to Domain Experts Using LLM & Visualization: An Exploration in the French Breadmaking IndustryCHI 2025 - CHI Conference on Human Factors in Computing Systems, Apr 2025, Yokohama, Japan. pp.1-7, ⟨10.1145/3706599.3706685⟩ |
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Bridging Modeling and Domain Expertise Through Visualization: A Case Study on Bread-Making with Bayesian NetworksCHI 2025 - CHI Conference on Human Factors in Computing Systems, Apr 2025, Yokohama, Japan. pp.1-7, ⟨10.1145/3706599.3720102⟩ |
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Exploring a Machine Learning Model with Interactive Visualization and a Chat Assistant for Bread-Making InsightsGreenFoodTech 2025 - 4th edition of Green Food Tech, Apr 2025, Saint Malo (Palais du Grand Large), France |
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Comparison of Machine Learning-enhanced dynamic hybrid models for a nanobody scorpion antivenom production with Escherichia coli21st International Conference on Distributed Computing and Artificial Intelligence (DCAI 2024), Jun 2024, Salamanca, Spain |
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Supporting Interdisciplinary Research with Cards-based Workshops - A Case Study on Participatory Planning for Mountain Pastoralism2024 CHI Conference on Human Factors in Computing Systems, May 2024, Honololu, Hawaii, United States. ⟨10.1145/3613905.3637107⟩ |
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Développement d’une interface de simulation multi-agents pour la gestion concertée des territoires pastoraux de moyenne montagneIHM '23: 34. International Francophone Conference on Human-Computer Interaction, Apr 2023, Troyes, France. ⟨10.1145/3577590.3589606⟩ |
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How Domain Experts Structure Their Exploratory Data Analysis: Towards a Machine-Learned Storyline2020 CHI Conference on Human Factors in Computing Systems Extended Abstracts, Apr 2020, Honolulu, United States. ⟨10.1145/3334480.3382845⟩ |
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Modélisation interactive en agro-alimentaire: l’outilLiDeoGraMJournée Visu 2019, May 2019, Paris, France. pp.3 |
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Understanding alternatives in data analysis activitiesACM CHI 2019 Workshop on Human-Centered Study of Data Science Work Practices, May 2019, Glasgow, United Kingdom. pp.5 |
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An Exploratory Study on Visual Exploration of Model Simulations by Multiple Types of ExpertsCHI Conference on Human Factors in Computing Systems (CHI), May 2019, Glasgow, United Kingdom. ⟨10.1145/3290605.3300874⟩ |
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Making Sense of Data Workers' Sense Making PracticesCHI EA '18: Extended Abstracts of the 2018 CHI Conference on Human Factors in Computing Systems, Apr 2018, Montréal, Québec, Canada |
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Human in the loop for modelling food and biological systems: a novel perspective coupling artificial intelligence and life science10. International Conference on Simulation and Modelling in the Food and Bio-Industry, FOODSIM 2018. Eurosis, 2018., Apr 2018, Ghent, Belgium. pp.8 |
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LIDeOGraM: an interactive evolutionary modelling tool13. Biennial International Conference on Artificial Evolution (EA), 2018, CHAM, Switzerland. pp.13, ⟨10.1007/978-3-319-78133-4_14⟩ |
A semi-automatic modelling approach for the production and freeze drying of lactic acid bacteria10. International Conference on Simulation and Modelling in the Food and Bio-Industry, FOODSIM 2018. Eurosis, 2018., Apr 2018, Ghent, Belgium |
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LIDeOGraM : an interactive evolutionary modelling toolBiennial International Conference on Artificial Evolution (EA-2017), 2017, Paris, France |
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How Data Workers Cope with UncertaintyCHI 2017, ACM, May 2017, Denver, United States. ⟨10.1145/3025453.3025738⟩ |
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Interactive knowledge integration in modelling for food sustainability : challenges and prospectsACM CHI Workshop on Designing Sustainable Food Systems, 2017, NA, France |
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Interactive evolutionary modelling of living complex food systemsGenetic and Evolutionary Computation Conference GECCO' 17, Jul 2017, Berlin, Germany. ⟨10.1145/3067695.3075992⟩ |
Research prospects in the design and evaluation of interactive evolutionary systems for art and scienceCHI workshop on Human Centred Machine Learning, 2016, San Jose, United States |
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Food science : human factor IisuesFoodSIM'2016, Apr 2016, Ghent, Belgium |
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Complex Systems in Food Science: Human Factor IssuesFoodSIM 2016, 9th bi-annual International Conference on Modelling and Simulation in Food Engineering, Apr 2016, Ghent, Belgium |
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Eliciting Strategies and Tasks in Uncertainty-Aware Data AnalyticsIEEE Conference on Visual Analytics Science and Technology (IEEE VAST 2016) [Poster Paper], Oct 2016, Baltimore (Maryland), United States |
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Eliciting strategies and tasks in uncertainty-aware data analyticsIEEE VIS 2016 Conference on Visual Analytics Science and Technology, Oct 2016, Baltimore, United States. 2 p |
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A Mixed Approach for the Evaluation of a Guided Exploratory Visualization SystemEuroVis Workshop on Reproducibility, Verification and Validation in Visualization (EuroRV³)., May 2015, Cagliari, Italy |
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Supporting Historical Research Through User-Centered Visual Analyticssixth international Eurovis workshop on visual analytics (EuroVA), May 2015, Cagliary, Italy. ⟨10.2312/eurova.20151095⟩ |
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Evolutionary Visual Exploration: Experimental Analysis of Algorithm BehaviourGECCO workshop on Genetic and Evolutionary Computation (VizGEC 2013), Jul 2013, Amsterdam, Netherlands. pp.1373-1380, ⟨10.1145/2464576.2482717⟩ |
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EvoGraphDice: Interactive Evolution for Visual AnalyticsProceedings of the 2012 IEEE Congress on Evolutionary Computation, Xiaodong Li, Jun 2012, Brisbane, Australia. pp.2286-2293, ⟨10.1109/CEC.2012.6256553⟩ |
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Real-time Aggregation of Wikipedia Data for Visual AnalyticsProceedings of Visual Analytics Science and Technology (VAST 2010), Oct 2010, Salt Lake City, United States. pp.147--154, ⟨10.1109/VAST.2010.5652896⟩ |
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Visualizing heterogeneous utility data : a case for aesthetic designEurographics 2009, 30. Annual Conference of the European Association for Computer Graphics, Mar 2009, Munich, Germany |
Uncertainty visualization: why might it fail?ACM SIGCHI Conference on Human Factors in Computing Systems, Apr 2009, Boston, United States. ⟨10.1145/1520340.1520616⟩ |
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Seeing the unseen: delivering integrated underground utility data in the ukGeoWeb 2009 Conference, Jul 2009, Vancouver, Canada |
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The aesthetics of the underworldInternational Symposium on Computational Aesthetics in Graphics, Visualization, and Imaging, Jun 2008, Lisbon, Portugal |
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Dynamic coordinated email visualization13. International Conference on Computer Graphics, Visualization and Computer Vision (WSCG' 2005), Jan 2005, Plzen, France |
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A coordination model for explor atory multi-view visualizationInternational Conference on Coordinated and Multiple Views in Exploratory Visualization, 2003, NA, France |
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Towards coordination-intensive visualization softwarePREP 2003 - Postgraduate Research Conference in Electronics, Photonics, Communications and Software, 2003, NA, France |
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Multiform glyph based web search result visualization6. International Conference on Information Visualisation, Jul 2012, Londres, United Kingdom. ⟨10.1109/IV.2002.1028828⟩ |
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The uncertain reality of underground assetsISPRS/CA/DGfK Joint Workshop on Visualization and Exploration of Geospatial Data, International Society for Photogrammetry and Remote Sensing, 2001, NA, France |
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Visualizations to support trade-off comparisonsJournée Visu 2023, Jun 2023, Orsay, Saclay, France |
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Evaluation of interactive machine learning systemsHuman and Machine Learning Visible, Explainable, Trustworthy and Transparent, SPRINGER, pp.341-360, 2018, Human-Computer Interaction Series, 978-3-319-90403-0; 978-3-319-90402-3. ⟨10.1007/978-3-319-90403-0_17⟩ |
Interactive Machine Learning for Applications in Food Science and TechnologyHuman and Machine Learning, Springer, ISBN 978-3-319-90403-0, 2018, 978-3-319-90403-0; 978-3-319-90402-3 |
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Utility data integration and knowledge representation in the UK: the VISTA projectGeohydroinformatics : Integrating GIS and Water Engineering, CRC PRESS, 2013, 9781420051209 |
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Tendances de la visualisation en France[Rapport de recherche] UMR GMPA, AgroParisTech, INRA; SID - Sociologie Information-Communication Design; Télécom ParisTech; SES - Département Sciences Economiques et Sociales; Univ. Paris-Saclay. 2019 |
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Evaluating Sketchy Lines for the Visualization of Qualitative Uncertainty[Research Report] RR-7910, INRIA. 2012 |