Nadia Boukhelifa

Publications

Article dans une revue (16)

What is the best way to communicate the uncertainty of a digital soil mapping product? Some lessons from an end-users survey Léa Courteille,Léa Tardieu,Nadia Boukhelifa,Evelyne Lutton,Philippe Lagacherie Geoderma, 2025, 459, pp.117302. ⟨10.1016/j.geoderma.2025.117302⟩ Article dans une revue hal-05121068v1
Comparison of Machine Learning-Enhanced Dynamic Hybrid Models for a Nanobody Scorpion Antivenom Production with Escherichia Coli Irene Martínez-Menéndez,Juan Acosta-Pavas,David Camilo Corrales,Susana María Alonso Villela,Balkiss Bouhaouala-Zaharet al. Lecture Notes in Networks and Systems, 2025, Lecture Notes in Networks and Systems, 1259, pp.307-316. ⟨10.1007/978-3-031-82073-1_30⟩ Article dans une revue hal-05216714v1
Using spatial aggregation of soil multifunctionality maps to support uncertainty‐aware planning decisions Léa Courteille,Philippe Lagacherie,Nadia Boukhelifa,Evelyne Lutton,Léa Tardieu European Journal of Soil Science, 2024, 75 (4), pp.e13523. ⟨10.1111/ejss.13523⟩ Article dans une revue hal-04671396v2
Visualization and Decision Making Design Under Uncertainty Nadia Boukhelifa,Chris R Johnson,Kristin Potter IEEE Computer Graphics and Applications, 2023, 43 (5), pp.23-25. ⟨10.1109/mcg.2023.3302172⟩ Article dans une revue hal-04302768v1
Multi-Criteria Reverse Engineering for Food: Genesis and Ongoing Advances Rallou Thomopoulos,Cédric Baudrit,Nadia Boukhelifa,Rachel Boutrou,Patrice Bucheet al. Food Engineering Reviews, 2019, 11 (1), pp.44-60. ⟨10.1007/s12393-018-9186-x⟩ Article dans une revue hal-01993348v1
Understanding the Role of Alternatives in Data Analysis Practices Jiali Liu,Nadia Boukhelifa,James Eagan IEEE Transactions on Visualization and Computer Graphics, 2019, IEEE Transactions of Visualization and Computer Graphics, 26 (1), pp.66--76. ⟨10.1109/TVCG.2019.2934593⟩ Article dans une revue hal-02182349v2
The CENDARI Infrastructure Nadia Boukhelifa,Mike Bryant,Nataša Bulatović,Jean-Daniel Fekete,Milica Kneževićet al. Journal on Computing and Cultural Heritage, 2018, 11 (2), pp.1-20. ⟨10.1145/3092906⟩ Article dans une revue hal-01523102v2
Guest editorial: Special issue on genetic programming, evolutionary computation and visualization Nadia Boukhelifa,Evelyne Lutton Genetic Programming and Evolvable Machines, 2018, 19 (3), pp.313-315. ⟨10.1007/s10710-018-9333-4⟩ Article dans une revue hal-02619702v1
User-centered design practices in digital humanities - experiences from DARIAH and CENDARI Klaus Thoden,Juliane Stiller,Natasa Bulatovic,Hanna-Lena Meiners,Nadia Boukhelifa ABI Technik, 2017, 37 (1), ⟨10.1515/abitech-2017-0002⟩ Article dans une revue hal-01606630v1
Evolutionary Visual Exploration: Evaluation of an IEC Framework for Guided Visual Search Nadia Boukhelifa,Anastasia Bezerianos,Waldo Cancino,Evelyne Lutton Evolutionary Computation, 2017, 25 (1), pp.55-86. ⟨10.1162/EVCO_a_00161⟩ Article dans une revue hal-01218959v1
Comparison of three-dimensional planning-assisted and conventional acetabular cup positioning in total hip arthroplasty El Hadi Sariali,Nadia Boukhelifa,Yves Catonne,Hugues Pascal Moussellard Journal of Bone and Joint Surgery, American Volume, 2016, 98 (2), pp.108-116. ⟨10.2106/JBJS.N.00753⟩ Article dans une revue hal-01607252v1
Evolutionary Visual Exploration: Evaluation With Expert Users Nadia Boukhelifa,Waldo Gonzalo Cancino Ticona,Anastasia Bezerianos,Evelyne Lutton Computer Graphics Forum, 2013, 32 (3), pp.31-40. ⟨10.1111/cgf.12090⟩ Article dans une revue hal-00805234v1
Sketchy Rendering for Information Visualization Jo Wood,Petra Isenberg,Tobias Isenberg,Jason Dykes,Nadia Boukhelifaet al. IEEE Transactions on Visualization and Computer Graphics, 2012, Proceedings Scientific Visualization / Information Visualization, 18 (12), pp.2749--2758. ⟨10.1109/TVCG.2012.262⟩ Article dans une revue hal-00720824v1
Evaluating Sketchiness as a Visual Variable for the Depiction of Qualitative Uncertainty Nadia Boukhelifa,Anastasia Bezerianos,Tobias Isenberg,Jean-Daniel Fekete IEEE Transactions on Visualization and Computer Graphics, 2012, 18 (12), pp.2769-2778. ⟨10.1109/TVCG.2012.220⟩ Article dans une revue hal-00717441v1
Visual Depictions of Search Results: using glyphs and coordinated multiple-views Nadia Boukhelifa,Jonathan Roberts,Peter Rodgers YLEM Journal, 2004, 24 (2), pp.8-10 Article dans une revue hal-01604510v1
A model and software system for coordinated and multiple views in exploratory visualization Nadia Boukhelifa,Peter J. Rodgers Information Visualization, 2003, 2 (4), pp.258-269. ⟨10.1057/palgrave.ivs.9500057⟩ Article dans une revue hal-01603278v1

Communication dans un congrès (37)

Exploring a Machine Learning Model with Interactive Visualization and a Chat Assistant for Bread-Making Insights Omi Johnson,Briggs Twitchell,Mélanie Munch,Kamal Kansou,C Baudritet al. GreenFoodTech 2025 - 4th edition of Green Food Tech, Apr 2025, Saint Malo (Palais du Grand Large), France Communication dans un congrès hal-05285797v1
Bridging Modeling and Domain Expertise Through Visualization: A Case Study on Bread-Making with Bayesian Networks Omi Johnson,Melanie Munch,Kamal Kansou,Cedric Baudrit,Anastasia Bezerianoset al. CHI 2025 - CHI Conference on Human Factors in Computing Systems, Apr 2025, Yokohama, Japan. pp.1-7, ⟨10.1145/3706599.3720102⟩ Communication dans un congrès hal-05290618v1
Explaining Complex ML Models to Domain Experts Using LLM & Visualization: An Exploration in the French Breadmaking Industry Briggs Twitchell,George Katsirelos,Anastasia Bezerianos,Nadia Boukhelifa CHI 2025 - CHI Conference on Human Factors in Computing Systems, Apr 2025, Yokohama, Japan. pp.1-7, ⟨10.1145/3706599.3706685⟩ Communication dans un congrès hal-05222926v1
Comparison of Machine Learning-enhanced dynamic hybrid models for a nanobody scorpion antivenom production with Escherichia coli Irene Martínez Menéndez,Juan Camilo Acosta-Pavas,David Camilo Corrales Munoz,Susana María Alonso Villela,Balkiss Bouhaouala-Zaharet al. 21st International Conference on Distributed Computing and Artificial Intelligence (DCAI 2024), Jun 2024, Salamanca, Spain Communication dans un congrès hal-04978277v1
Supporting Interdisciplinary Research with Cards-based Workshops - A Case Study on Participatory Planning for Mountain Pastoralism Thibault Raffaillac,Nadia Boukhelifa,Emilie Crouzat,Fabien Stark,Jean-Pierre Mülleret al. 2024 CHI Conference on Human Factors in Computing Systems, May 2024, Honololu, Hawaii, United States. ⟨10.1145/3613905.3637107⟩ Communication dans un congrès hal-04507358v1
Développement d’une interface de simulation multi-agents pour la gestion concertée des territoires pastoraux de moyenne montagne Thibault Raffaillac,Nadia Boukhelifa,Emilie Crouzat,Fabien Stark,Jean-Pierre Mülleret al. IHM '23: 34. International Francophone Conference on Human-Computer Interaction, Apr 2023, Troyes, France. ⟨10.1145/3577590.3589606⟩ Communication dans un congrès hal-04046136v1
How Domain Experts Structure Their Exploratory Data Analysis: Towards a Machine-Learned Storyline Antoine Barczewski,Anastasia Bezerianos,Nadia Boukhelifa 2020 CHI Conference on Human Factors in Computing Systems Extended Abstracts, Apr 2020, Honolulu, United States. ⟨10.1145/3334480.3382845⟩ Communication dans un congrès hal-02557388v1
Modélisation interactive en agro-alimentaire: l’outilLiDeoGraM Evelyne Lutton,Nadia Boukhelifa,Alberto Tonda,Thomas Chabin,Nathalie Méjeanet al. Journée Visu 2019, May 2019, Paris, France. pp.3 Communication dans un congrès hal-02737033v1
Understanding alternatives in data analysis activities Jiali Liu,Nadia Boukhelifa,James Eagan ACM CHI 2019 Workshop on Human-Centered Study of Data Science Work Practices, May 2019, Glasgow, United Kingdom. pp.5 Communication dans un congrès hal-02192510v1
An Exploratory Study on Visual Exploration of Model Simulations by Multiple Types of Experts Nadia Boukhelifa,Anastasia Bezerianos,Ioan Cristian Trelea,Nathalie Perrot,Evelyne Lutton CHI Conference on Human Factors in Computing Systems (CHI), May 2019, Glasgow, United Kingdom. ⟨10.1145/3290605.3300874⟩ Communication dans un congrès hal-02005699v1
Making Sense of Data Workers' Sense Making Practices Jiali Liu,Nadia Boukhelifa,James R Eagan CHI EA '18: Extended Abstracts of the 2018 CHI Conference on Human Factors in Computing Systems, Apr 2018, Montréal, Québec, Canada Communication dans un congrès hal-01826714v1
Human in the loop for modelling food and biological systems: a novel perspective coupling artificial intelligence and life science Nathalie Perrot,Nadia Boukhelifa,Alberto Tonda,Thomas Chabin,Marc Barnabeet al. 10. International Conference on Simulation and Modelling in the Food and Bio-Industry, FOODSIM 2018. Eurosis, 2018., Apr 2018, Ghent, Belgium. pp.8 Communication dans un congrès hal-02192521v1
LIDeOGraM: an interactive evolutionary modelling tool Thomas Chabin,Marc Barnabe,Nadia Boukhelifa,Fernanda Fonseca,Alberto Tondaet al. 13. Biennial International Conference on Artificial Evolution (EA), 2018, CHAM, Switzerland. pp.13, ⟨10.1007/978-3-319-78133-4_14⟩ Communication dans un congrès hal-02736924v1
A semi-automatic modelling approach for the production and freeze drying of lactic acid bacteria Thomas Chabin,Marc Barnabe,Alberto Tonda,Nadia Boukhelifa,Fernanda Fonsecaet al. 10. International Conference on Simulation and Modelling in the Food and Bio-Industry, FOODSIM 2018. Eurosis, 2018., Apr 2018, Ghent, Belgium Communication dans un congrès hal-02266291v1
Interactive evolutionary modelling of living complex food systems Thomas Chabin,Marc Barnabe,Nadia Boukhelifa,Fernanda Fonseca,Alberto Tondaet al. Genetic and Evolutionary Computation Conference GECCO' 17, Jul 2017, Berlin, Germany. ⟨10.1145/3067695.3075992⟩ Communication dans un congrès hal-01607872v1
LIDeOGraM : an interactive evolutionary modelling tool Thomas Chabin,Marc Barnabe,Nadia Boukhelifa,Fernanda Fonseca,Alberto Tondaet al. Biennial International Conference on Artificial Evolution (EA-2017), 2017, Paris, France Communication dans un congrès hal-01607681v1
How Data Workers Cope with Uncertainty Nadia Boukhelifa,Marc-Emmanuel Perrin,Samuel Huron,James Eagan CHI 2017, ACM, May 2017, Denver, United States. ⟨10.1145/3025453.3025738⟩ Communication dans un congrès hal-01472865v1
Interactive knowledge integration in modelling for food sustainability : challenges and prospects Nadia Boukhelifa,Alberto Tonda,Ioan-Cristian Trelea,Nathalie Perrot,Evelyne Lutton ACM CHI Workshop on Designing Sustainable Food Systems, 2017, NA, France Communication dans un congrès hal-01604947v1
Eliciting Strategies and Tasks in Uncertainty-Aware Data Analytics Nadia Boukhelifa,Marc-Emmanuel Perrin,Samuel Hurron,James Eagan IEEE Conference on Visual Analytics Science and Technology (IEEE VAST 2016) [Poster Paper], Oct 2016, Baltimore (Maryland), United States Communication dans un congrès hal-01404022v1
Research prospects in the design and evaluation of interactive evolutionary systems for art and science Nadia Boukhelifa,Anastasia Bezerianos,Alberto Tonda,Evelyne Lutton CHI workshop on Human Centred Machine Learning, 2016, San Jose, United States Communication dans un congrès hal-01532589v1
Food science : human factor Iisues Evelyne Lutton,Alberto Tonda,Nadia Boukhelifa,Nathalie Perrot FoodSIM'2016, Apr 2016, Ghent, Belgium Communication dans un congrès hal-01366587v1
Complex Systems in Food Science: Human Factor Issues Evelyne Lutton,Alberto Tonda,Nadia Boukhelifa,Nathalie Perrot FoodSIM 2016, 9th bi-annual International Conference on Modelling and Simulation in Food Engineering, Apr 2016, Ghent, Belgium Communication dans un congrès hal-02482084v1
Eliciting strategies and tasks in uncertainty-aware data analytics Nadia Boukhelifa,Marc-Emmanuel Perrin,Samuel Hurron,James Eagan IEEE VIS 2016 Conference on Visual Analytics Science and Technology, Oct 2016, Baltimore, United States. 2 p Communication dans un congrès hal-01602335v1
Supporting Historical Research Through User-Centered Visual Analytics Nadia Boukhelifa,Emmanouil Giannisakis,Evanthia Dimara,Wesley Willett,Jean-Daniel Fekete sixth international Eurovis workshop on visual analytics (EuroVA), May 2015, Cagliary, Italy. ⟨10.2312/eurova.20151095⟩ Communication dans un congrès hal-01156527v1
A Mixed Approach for the Evaluation of a Guided Exploratory Visualization System Nadia Boukhelifa,Anastasia Bezerianos,Evelyne Lutton EuroVis Workshop on Reproducibility, Verification and Validation in Visualization (EuroRV³)., May 2015, Cagliari, Italy Communication dans un congrès hal-01153887v1
Evolutionary Visual Exploration: Experimental Analysis of Algorithm Behaviour Waldo Gonzalo Cancino Ticona,Nadia Boukhelifa,Anastasia Bezerianos,Evelyne Lutton GECCO workshop on Genetic and Evolutionary Computation (VizGEC 2013), Jul 2013, Amsterdam, Netherlands. pp.1373-1380, ⟨10.1145/2464576.2482717⟩ Communication dans un congrès hal-00818641v1
EvoGraphDice: Interactive Evolution for Visual Analytics Waldo Gonzalo Cancino Ticona,Nadia Boukhelifa,Evelyne Lutton Proceedings of the 2012 IEEE Congress on Evolutionary Computation, Xiaodong Li, Jun 2012, Brisbane, Australia. pp.2286-2293, ⟨10.1109/CEC.2012.6256553⟩ Communication dans un congrès hal-00721999v1
Real-time Aggregation of Wikipedia Data for Visual Analytics Nadia Boukhelifa,Fanny Chevalier,Jean-Daniel Fekete Proceedings of Visual Analytics Science and Technology (VAST 2010), Oct 2010, Salt Lake City, United States. pp.147--154, ⟨10.1109/VAST.2010.5652896⟩ Communication dans un congrès hal-00690084v1
Uncertainty visualization: why might it fail? Nadia Boukhelifa,David John Duke ACM SIGCHI Conference on Human Factors in Computing Systems, Apr 2009, Boston, United States. ⟨10.1145/1520340.1520616⟩ Communication dans un congrès hal-01601437v1
Visualizing heterogeneous utility data : a case for aesthetic design Nadia Boukhelifa,David Duke Eurographics 2009, 30. Annual Conference of the European Association for Computer Graphics, Mar 2009, Munich, Germany Communication dans un congrès hal-01601438v1
Seeing the unseen: delivering integrated underground utility data in the uk Anthony Beck,Anthony Cohn,Jo Parker,Nadia Boukhelifa,Gaihua Fu GeoWeb 2009 Conference, Jul 2009, Vancouver, Canada Communication dans un congrès hal-01601320v1
The aesthetics of the underworld Nadia Boukhelifa,David Duke International Symposium on Computational Aesthetics in Graphics, Visualization, and Imaging, Jun 2008, Lisbon, Portugal Communication dans un congrès hal-01601424v1
Dynamic coordinated email visualization Simone Frau,Jonathan Roberts,Nadia Boukhelifa 13. International Conference on Computer Graphics, Visualization and Computer Vision (WSCG' 2005), Jan 2005, Plzen, France Communication dans un congrès hal-01601421v1
A coordination model for explor atory multi-view visualization Nadia Boukhelifa,Peter Rodgers,Jonathan Roberts International Conference on Coordinated and Multiple Views in Exploratory Visualization, 2003, NA, France Communication dans un congrès hal-01604123v1
Towards coordination-intensive visualization software Nadia Boukhelifa,Jonathan Roberts,Peter Rodgers PREP 2003 - Postgraduate Research Conference in Electronics, Photonics, Communications and Software, 2003, NA, France Communication dans un congrès hal-01601419v1
Multiform glyph based web search result visualization J. Roberts,Nadia Boukhelifa,P. Rodgers 6. International Conference on Information Visualisation, Jul 2012, Londres, United Kingdom. ⟨10.1109/IV.2002.1028828⟩ Communication dans un congrès hal-01603331v1
The uncertain reality of underground assets Nadia Boukhelifa,David Duke ISPRS/CA/DGfK Joint Workshop on Visualization and Exploration of Geospatial Data, International Society for Photogrammetry and Remote Sensing, 2001, NA, France Communication dans un congrès hal-01607401v1

Poster de conférence (1)

Visualizations to support trade-off comparisons Mehdi Chakhchoukh,Nadia Boukhelifa,Anastasia Bezerianos Journée Visu 2023, Jun 2023, Orsay, Saclay, France Poster de conférence hal-04719331v1

Chapitre d'ouvrage (3)

Evaluation of interactive machine learning systems Nadia Boukhelifa,Anastasia Bezerianos,Evelyne Lutton Human 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⟩ Chapitre d'ouvrage hal-02791670v1
Interactive Machine Learning for Applications in Food Science and Technology Alberto Tonda,Nadia Boukhelifa,Thomas Chabin,Marc Barnabe,Benoît Génotet al. Human and Machine Learning, Springer, ISBN 978-3-319-90403-0, 2018, 978-3-319-90403-0; 978-3-319-90402-3 Chapitre d'ouvrage hal-02482108v1
Utility data integration and knowledge representation in the UK: the VISTA project Anthony Beck,Nadia Boukhelifa,Gaihua Fu,Simon Hickinbotham,Jo Parkeret al. Geohydroinformatics : Integrating GIS and Water Engineering, CRC PRESS, 2013, 9781420051209 Chapitre d'ouvrage hal-01601319v1

Pré-publication, Document de travail (1)

Machine learning for agri-food processes: 4 learning from data, human knowledge and interactions| Book chapter Part of ISBN: 9780323984836 Current developments in biotechnology and bioengineering 2022 Nathalie Mejean-Perrot,Alberto Tonda,Nadia Boukhelifa,Ilaria Brunetti,Anastasia Bezerianoset al. 2023 Pré-publication, Document de travail hal-04298862v1

Rapport (2)

Tendances de la visualisation en France Samuel Huron,Nadia Boukhelifa,Thomas Baudel,Caroline Goulard,Petra Isenberget al. [Rapport de recherche] UMR GMPA, AgroParisTech, INRA; SID - Sociologie Information-Communication Design; Télécom ParisTech; SES - Département Sciences Economiques et Sociales; Univ. Paris-Saclay. 2019 Rapport (rapport de recherche) hal-02317029v1
Evaluating Sketchy Lines for the Visualization of Qualitative Uncertainty Nadia Boukhelifa,Anastasia Bezerianos,Tobias Isenberg,Jean-Daniel Fekete [Research Report] RR-7910, INRIA. 2012 Rapport (rapport de recherche) hal-00682965v3