A model and software system for coordinated and multiple views in exploratory visualization. - Nadia Boukhelifa; Peter J. Rodgers (Inf. Vis., 2003)

Dynamic Coordinated Email Visualization. - Simone Frau; Jonathan C. Roberts; Nadia Boukhelifa (WSCG (Full Papers), 2005)

The Aesthetics of the Underworld. - Nadia Boukhelifa; David J. Duke (CAe, 2008)

Uncertainty visualization: why might it fail? - Nadia Boukhelifa; David J. Duke (CHI Extended Abstracts, 2009)

Visualizing Heterogeneous Utility Data: A Case for Aesthetic Design. - Nadia Boukhelifa; David J. Duke (Eurographics (Areas Papers), 2009)

Real-time aggregation of Wikipedia data for visual analytics. - Nadia Boukhelifa; Fanny Chevalier; Jean-Daniel Fekete (IEEE VAST, 2010)

EvoGraphDice: Interactive evolution for visual analytics. - Waldo Cancino Ticona; Nadia Boukhelifa; Evelyne Lutton (IEEE Congress on Evolutionary Computation, 2012)

Evaluating Sketchiness as a Visual Variable for the Depiction of Qualitative Uncertainty. - Nadia Boukhelifa; Anastasia Bezerianos; Tobias Isenberg 001; Jean-Daniel Fekete (IEEE Trans. Vis. Comput. Graph., 2012)

Sketchy Rendering for Information Visualization. - Jo Wood; Petra Isenberg; Tobias Isenberg 001; Jason Dykes; Nadia Boukhelifa; Aidan Slingsby (IEEE Trans. Vis. Comput. Graph., 2012)

Evolutionary visual exploration: experimental analysis of algorithm behaviour. - Waldo Cancino Ticona; Nadia Boukhelifa; Anastasia Bezerianos; Evelyne Lutton (GECCO (Companion), 2013)

Evolutionary Visual Exploration: Evaluation With Expert Users. - Nadia Boukhelifa; Waldo Cancino Ticona; Anastasia Bezerianos; Evelyne Lutton (Comput. Graph. Forum, 2013)

A Mixed Approach for the Evaluation of a Guided Exploratory Visualization System. - Nadia Boukhelifa; Anastasia Bezerianos; Evelyne Lutton (EuroRV³@EuroVis, 2015)

Supporting Historical Research Through User-Centered Visual Analytics. - Nadia Boukhelifa; Emmanouil Giannisakis; Evanthia Dimara; Wesley Willett; Jean-Daniel Fekete (EuroVA@EuroVis, 2015)

LIDeOGraM: An Interactive Evolutionary Modelling Tool. - Thomas Chabin; Marc Barnabé; Nadia Boukhelifa; Fernanda Fonseca; Alberto Paolo Tonda; Hélène Velly; Benjamin Lemaitre; Nathalie Perrot; Evelyne Lutton (Artificial Evolution, 2017)

How Data Workers Cope with Uncertainty: A Task Characterisation Study. - Nadia Boukhelifa; Marc-Emmanuel Perrin; Samuel Huron; James Eagan (CHI, 2017)

Interactive evolutionary modelling of living complex food systems: freeze-drying of lactic acid bacteria. - Thomas Chabin; Marc Barnabé; Nadia Boukhelifa; Fernanda Fonseca; Alberto Paolo Tonda; Hélène Velly; Nathalie Perrot; Evelyne Lutton (GECCO (Companion), 2017)

Evolutionary Visual Exploration: Evaluation of an IEC Framework for Guided Visual Search. - Nadia Boukhelifa; Anastasia Bezerianos; Waldo Cancino Ticona; Evelyne Lutton (Evol. Comput., 2017)

Evaluation of Interactive Machine Learning Systems. - Nadia Boukhelifa; Anastasia Bezerianos; Evelyne Lutton (CoRR, 2018)

Guest editorial: Special issue on genetic programming, evolutionary computation and visualization. - Nadia Boukhelifa; Evelyne Lutton (Genet. Program. Evolvable Mach., 2018)

The CENDARI Infrastructure. - Nadia Boukhelifa; Mike Bryant 001; Natasa Bulatovic; Ivan Cukic; Jean-Daniel Fekete; Milica Knezevic; Jörg Lehmann; David Stuart; Carsten Thiel (ACM Journal on Computing and Cultural Heritage, 2018)

Evaluation of Interactive Machine Learning Systems. - Nadia Boukhelifa; Anastasia Bezerianos; Evelyne Lutton (Human and Machine Learning, 2018)

Interactive Machine Learning for Applications in Food Science. - Alberto Paolo Tonda; Nadia Boukhelifa; Thomas Chabin; Marc Barnabé; Benoît Génot; Evelyne Lutton; Nathalie Perrot (Human and Machine Learning, 2018)

An Exploratory Study on Visual Exploration of Model Simulations by Multiple Types of Experts. - Nadia Boukhelifa; Anastasia Bezerianos; Ioan Cristian Trelea; Nathalie Méjean Perrot; Evelyne Lutton (CHI, 2019)

How Domain Experts Structure Their Exploratory Data Analysis: Towards a Machine-Learned Storyline. - Antoine Barczewski; Anastasia Bezerianos; Nadia Boukhelifa (CHI Extended Abstracts, 2020)

Challenges in Evaluating Interactive Visual Machine Learning Systems. - Nadia Boukhelifa; Anastasia Bezerianos; Remco Chang; Christopher Collins 001; Steven Mark Drucker; Alexander Endert; Jessica Hullman; Christopher L. North; Michael Sedlmair; Theresa-Marie Rhyne (IEEE Computer Graphics and Applications, 2020)

Understanding the Role of Alternatives in Data Analysis Practices. - Jiali Liu; Nadia Boukhelifa; James R. Eagan (IEEE Trans. Vis. Comput. Graph., 2020)

Visualization and Decision Making Design Under Uncertainty (Dagstuhl Seminar 22331). - Nadia Boukhelifa; Christopher R. Johnson 001; Kristi Potter (Dagstuhl Reports, 2022)

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 Müller; Jacques Lasseur (IHM (Adjunct), 2023)

Visualization and Decision Making Design Under Uncertainty. - Nadia Boukhelifa; Chris R. Johnson 001; Kristin Potter (IEEE Computer Graphics and Applications, 2023)

INDCOR white paper on the Design of Complexity IDNs. - Andrew Perkis; Mattia Bellini; Valentina Nisi; María Cecilia Reyes; Cristina Sylla; Mijalche Santa; Anna Zaluczkowska; Shafaq Irshad; Ágnes Karolina Bakk; Fanny Barnabé; Daniel Barnard; Nadia Boukhelifa; et al. (CoRR, 2023)

Understanding How In-Visualization Provenance Can Support Trade-Off Analysis. - Mehdi Chakhchoukh; Nadia Boukhelifa; Anastasia Bezerianos (IEEE Trans. Vis. Comput. Graph., 2023)

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 Müller; Jacques Lasseur (CHI Extended Abstracts, 2024)

Comparison of Machine Learning-Enhanced Dynamic Hybrid Models for a Nanobody Scorpion Antivenom Production with Escherichia Coli. - Irene Martínez-Menéndez; Juan C. Acosta-Pavas; David Camilo Corrales; Susana María Alonso Villela; Balkiss Bouhaouala-Zahar; Georgios K. Georgakilas; Konstantinos Mexis; Stefanos Xenios; Theodore Dalamagas 001; Antonis Kokosis; Michael O'donohue; Luc Fillaudeau; et al. (DCAI (1), 2024)

Bridging Modeling and Domain Expertise Through Visualization: A Case Study on Bread-Making with Bayesian Networks. - Omi H. Johnson; Melanie Munch; Kamal Kansou; Cédric Baudrit; Anastasia Bezerianos; Nadia Boukhelifa (CHI Extended Abstracts, 2025)

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 Extended Abstracts, 2025)