Dynamic time warping and vector quantization in isolated and connected word recognition. - Anne Boyer; Jean Paul Haton; Jean-Claude Di Martino (ECST, 1987)

Phonetic decoder assessment. - Christine Bourjot; Anne Boyer; Dominique Fohr (EUROSPEECH, 1989)

Parallel construction of syntactic structure for continuous speech recognition. - Yifan Gong 001; Anne Boyer; Jean Paul Haton (EUROSPEECH, 1989)

A tool for assessment of acoustic phonetic lattices. - Christine Bourjot; Anne Boyer; Dominique Fohr (EUROSPEECH, 1991)

Hand-written text recognition based on a new formulation. - Yifan Gong 001; Anne Boyer (ICPR (2), 1992)

Progress: An Approach for Defining and Monitoring Non-Deterministic Design-to-Time Methods. - François Charpillet; Anne Boyer (ICTAI, 1997)

Managing services connected to new educative technologies in a medium size university. - Anne Boyer; Brigitte Nominé (EUNIS, 2001)

Towards bringing heterogeneous agents to cooperation: an architecture for multimedia services. - Romaric Charton; Anne Boyer; François Charpillet (AAMAS, 2002)

Learning of Mediation Strategies for Heterogeneous Agents Cooperation. - Romaric Charton; Anne Boyer; François Charpillet (ICTAI, 2003)

Towards gait modeling for fall prevention. - Loïc Pélissier; Anne Boyer; François Charpillet (TELECARE, 2004)

ELIN: A Framework to Deliver Media Content in an Efficient Way Based in MPEG Standards. - Jordi Casademont; Ferran Perdrix; Martin Einhoff; Josep Paradells; Georg Dummer; Anne Boyer (ICWS, 2005)

A Distributed Information Filtering: Stakes and Solution for Satellite Broadcasting. - Sylvain Castagnos; Anne Boyer; François Charpillet (WEBIST, 2005)

A Client/Server User-Based Collaborative Filtering Algorithm: Model and Implementation. - Sylvain Castagnos; Anne Boyer (ECAI, 2006)

FRAC+: A Distributed Collaborative Filtering Model for Client/Server Architectures. - Sylvain Castagnos; Anne Boyer (WEBIST (1), 2006)

Natural Language Processing for Usage Based Indexing of Web Resources. - Anne Boyer; Armelle Brun (ECIR, 2007)

Personalized Communities in a Distributed Recommender System. - Sylvain Castagnos; Anne Boyer (ECIR, 2007)

Towards a statistical grammar of usage for document retrieval in digital libraries. - Anne Boyer; Armelle Brun (ISSPA, 2007)

Modeling Preferences in a Distributed Recommender System. - Sylvain Castagnos; Anne Boyer (User Modeling, 2007)

Adaptive Predictions in a User-centered Recommender System. - Anne Boyer; Sylvain Castagnos (WEBIST (2), 2007)

Usage based Indexing of Web Resources with Natural Language Processing. - Armelle Brun; Anne Boyer (WEBIST (2), 2007)

The PARAChute Project: Remote Monitoring of Posture and Gait for Fall Prevention. - David J. Hewson; Jacques Duchêne; François Charpillet; Jamal Saboune; Valérie Michel-Pellegrino; Hassan Amoud; Michel Doussot; Jean Paysant; Anne Boyer; Jean-Yves Hogrel (EURASIP J. Adv. Signal Process., 2007)

Probabilistic Reinforcement Rules for Item-Based Recommender Systems. - Sylvain Castagnos; Armelle Brun; Anne Boyer (ECAI, 2008)

Probabilistic Association Rules for Item-Based Recommender Systems. - Sylvain Castagnos; Armelle Brun; Anne Boyer (STAIRS, 2008)

Using Skipping for Sequence-Based Collaborative Filtering. - Geoffray Bonnin; Armelle Brun; Anne Boyer (Web Intelligence, 2008)

Behavioral similarities for collaborative recommendations. - Ilham Esslimani; Armelle Brun; Anne Boyer (J. Digit. Inf. Manag., 2008)

From Social Networks to Behavioral Networks in Recommender Systems. - Ilham Esslimani; Armelle Brun; Anne Boyer (ASONAM, 2009)

Towards Privacy Compliant and Anytime Recommender Systems. - Armelle Brun; Anne Boyer (EC-Web, 2009)

A low-order markov model integrating long-distance histories for collaborative recommender systems. - Geoffray Bonnin; Armelle Brun; Anne Boyer (IUI, 2009)

History Dependent Recommender Systems Based on Partial Matching. - Armelle Brun; Geoffray Bonnin; Anne Boyer (UMAP, 2009)

A Collaborative Filtering Approach Combining Clustering and Navigational based Correlations. - Ilham Esslimani; Armelle Brun; Anne Boyer (WEBIST, 2009)

Linking Collaborative Filtering and Social Networks: Who Are My Mentors?. - Armelle Brun; Anne Boyer (ASONAM, 2010)

Detecting Leaders in Behavioral Networks. - Ilham Esslimani; Armelle Brun; Anne Boyer (ASONAM, 2010)

Du e-commerce au m-commerce : vers une recommandation incrémentale. - Armelle Brun; Anne Boyer (CORIA, 2010)

Detecting Leaders to Alleviate Latency in Recommender Systems. - Ilham Esslimani; Armelle Brun; Anne Boyer (EC-Web, 2010)

Detecting Parallel Browsing to Improve Web Predictive Modeling. - Geoffray Bonnin; Armelle Brun; Anne Boyer (KDIR, 2010)

From "I Like" to "I Prefer" in Collaborative Filtering. - Armelle Brun; Ahmad Hamad; Olivier Buffet; Anne Boyer (ICTAI (2), 2010)

Towards tabbing aware recommendations. - Geoffray Bonnin; Armelle Brun; Anne Boyer (IITM, 2010)

Compass to Locate the User Model I Need: Building the Bridge between Researchers and Practitioners in User Modeling. - Armelle Brun; Anne Boyer; Liana Razmerita (UMAP, 2010)

Human Computer Collaboration to Improve Annotations in Semantic Wikis. - Anne Boyer; Armelle Brun; Hala Skaf-Molli (WEBIST (2), 2010)

Are Recommender Systems Real-time in Mobile Environment? - Towards Instantaneous Recommenders. - Armelle Brun; Anne Boyer (WEBIST (1), 2010)

Towards Recommender Systems based on Kalman Filters - A New Approach by State Space Modelling. - Samuel Nowakowski; Armelle Brun; Anne Boyer (WEBIST (1), 2010)

Target tracking in the recommender space: Toward a new recommender system based on Kalman filtering - Samuel Nowakowski; Cédric Bernier; Anne Boyer (CoRR, 2010)

A new Recommender system based on target tracking: a Kalman Filter approach - Samuel Nowakowski; Cédric Bernier; Anne Boyer (CoRR, 2010)

Poursuite de cibles dans l'espace de recommandation - vers un nouveau système de recommandation basé sur le filtrage de Kalman. - Cédric Bernier; Samuel Nowakowski; Anne Boyer (CORIA, 2011)

Inspiration des sondages d'opinion pour réduire la latence en filtrage collaboratif. - Armelle Brun; Anne Boyer (CORIA, 2011)

An Exploratory Work in Using Comparisons Instead of Ratings. - Nicolas Jones; Armelle Brun; Anne Boyer; Ahmad Hamad (EC-Web, 2011)

Initial Perspectives from Preferences Expressed through Comparisons. - Nicolas Jones; Armelle Brun; Anne Boyer (HCI (22), 2011)

Handling Tabbing and Backward References for Predictive Web Usage Mining. - Geoffray Bonnin; Armelle Brun; Anne Boyer (KDIR, 2011)

Improving reliability of user preferences: Comparing instead of rating. - Nicolas Jones; Armelle Brun; Anne Boyer (ICDIM, 2011)

Comparisons Instead of Ratings: Towards More Stable Preferences. - Nicolas Jones; Armelle Brun; Anne Boyer (Web Intelligence, 2011)

From Community Detection to Mentor Selection in Rating-Free Collaborative Filtering. - Armelle Brun; Sylvain Castagnos; Anne Boyer (Adv. Multim., 2011)

Densifying a behavioral recommender system by social networks link prediction methods. - Ilham Esslimani; Armelle Brun; Anne Boyer (Soc. Netw. Anal. Min., 2011)

Analyzing Recommender System's Performance Fluctuations across Users. - Charif Haydar; Azim Roussanaly; Anne Boyer (CD-ARES, 2012)

User Semantic Preferences for Collaborative Recommendations. - Sonia Ben Ticha; Azim Roussanaly; Anne Boyer; Khaled Bsaïes (EC-Web, 2012)

Utilisation d'invariants pour une médiation inter-domaines de modèles utilisateurs : ressources invariantes et invariants sémantiques. - Emilien Perrin; Armelle Brun; Anne Boyer (EGC, 2012)

Clustering Users to Explain Recommender Systems' Performance Fluctuation. - Charif Haydar; Azim Roussanaly; Anne Boyer (ISMIS, 2012)

Hybridising Collaborative Filtering and Trust-aware Recommender Systems. - Charif Haydar; Anne Boyer; Azim Roussanaly (WEBIST, 2012)

Détection de communautés d'intérêt et recommandation sociale par leaders. - Armelle Brun; Anne Boyer (Ingénierie des Systèmes d Inf., 2012)

Exploitation du skipping pour la modélisation prédictive des usages du web. Vers une meilleure prise en compte du bruit. - Geoffray Bonnin; Armelle Brun; Anne Boyer (Rev. d'Intelligence Artif., 2012)

Utilité et perception de la diversité dans les systèmes de recommandation. - Sylvain Castagnos; Armelle Brun; Anne Boyer (CORIA, 2013)

Local Trust Versus Global Trust Networks in Subjective Logic. - Charif Haydar; Azim Roussanaly; Anne Boyer (Web Intelligence, 2013)

Towards Leader Based Recommendations. - Ilham Esslimani; Armelle Brun; Anne Boyer (The Influence of Technology on Social Network Analysis and Mining, 2013)

Unsupervised Machine Learning Based on Recommendation of Pedagogical Resources. - Brahim Batouche; Armelle Brun; Anne Boyer (EC-TEL, 2014)

Learning Resource Recommendation: An Orchestration of Content-Based Filtering, Word Semantic Similarity and Page Ranking. - Nguyen Ngoc Chan; Azim Roussanaly; Anne Boyer (EC-TEL, 2014)

Extraction de règles d'épisodes minimales dans des séquences complexes. - Lina Fahed; Armelle Brun; Anne Boyer (EGC, 2014)

What about Interpreting Features in Matrix Factorization-based Recommender Systems as Users? - Marharyta Aleksandrova; Armelle Brun; Anne Boyer; Oleg Chertov (HT (Doctoral Consortium / Late-breaking Results / Workshops), 2014)

Episode Rules Mining Algorithm for Distant Event Prediction. - Lina Fahed; Armelle Brun; Anne Boyer (KDIR, 2014)

Efficient Discovery of Episode Rules with a Minimal Antecedent and a Distant Consequent. - Lina Fahed; Armelle Brun; Anne Boyer (IC3K (Selected Papers), 2014)

Understanding Usages by Modeling Diversity over Time. - Amaury L'Huillier; Sylvain Castagnos; Anne Boyer (UMAP Workshops, 2014)

Can Latent Features Be Interpreted as Users in Matrix Factorization-Based Recommender Systems? - Armelle Brun; Marharyta Aleksandrova; Anne Boyer (WI-IAT (1), 2014)

User Semantic Model for Dependent Attributes to Enhance Collaborative Filtering. - Sonia Ben Ticha; Azim Roussanaly; Anne Boyer; Khaled Bsaïes (WEBIST (2), 2014)

Rocchio Algorithm to Enhance Semantically Collaborative Filtering. - Sonia Ben Ticha; Azim Roussanaly; Anne Boyer; Khaled Bsaïes (WEBIST (Revised Selected Papers), 2014)

Studying Relations Between E-learning Resources to Improve the Quality of Searching and Recommendation. - Nguyen Ngoc Chan; Azim Roussanaly; Anne Boyer (CSEDU (1), 2015)

Identification des utilisateurs atypiques dans les systèmes de recommandation sociale. - Benjamin Gras 001; Armelle Brun; Anne Boyer (EGC, 2015)

Predict the Emergence: Application to Competencies in Job Offers. - Yacine Abboud; Anne Boyer; Armelle Brun (ICTAI, 2015)

Toward a Robust Diversity-Based Model to Detect Changes of Context. - Sylvain Castagnos; Amaury L'Huillier; Anne Boyer (ICTAI, 2015)

Influencer Events in Episode Rules: A Way to Impact the Occurrence of Events. - Lina Fahed; Armelle Brun; Anne Boyer (KES, 2015)

Learning analytics: European perspectives. - Rebecca Ferguson; Adam Cooper; Hendrik Drachsler; Gábor Kismihók; Anne Boyer; Kairit Tammets; Alejandra Martínez-Monés (LAK, 2015)

Identifying Users with Atypical Preferences to Anticipate Inaccurate Recommendations. - Benjamin Gras 001; Armelle Brun; Anne Boyer (WEBIST, 2015)

When Users with Preferences Different from Others Get Inaccurate Recommendations. - Benjamin Gras 001; Armelle Brun; Anne Boyer (WEBIST (Revised Selected Papers), 2015)

Sets of Contrasting Rules to Identify Trigger Factors. - Marharyta Aleksandrova; Armelle Brun; Oleg Chertov; Anne Boyer (ECAI, 2016)

Sets of Contrasting Rules: A Supervised Descriptive Rule Induction Pattern for Identification of Trigger Factors. - Marharyta Aleksandrova; Armelle Brun; Oleg Chertov; Anne Boyer (ICTAI, 2016)

A First Step toward Recommendations Based on the Memory of Users. - Florian Marchal; Sylvain Castagnos; Anne Boyer (ICTAI, 2016)

Identifying Grey Sheep Users in Collaborative Filtering: A Distribution-Based Technique. - Benjamin Gras 001; Armelle Brun; Anne Boyer (UMAP, 2016)

The New Challenges when Modeling Context through Diversity over Time in Recommender Systems. - Amaury L'Huillier; Sylvain Castagnos; Anne Boyer (UMAP, 2016)

Tell Me What You See, I Will Tell You What You Remember. - Florian Marchal; Sylvain Castagnos; Anne Boyer (UMAP, 2016)

Modéliser la diversité au cours du temps pour détecter le contexte dans un service de musique en ligne. - Amaury L'Huillier; Sylvain Castagnos; Anne Boyer (Tech. Sci. Informatiques, 2016)

Contrast classification rules for mining local differences in medical data. - Marharyta Aleksandrova; Oleg Chertov; Armelle Brun; Anne Boyer (IDAACS, 2017)

CCPM: A Scalable and Noise-Resistant Closed Contiguous Sequential Patterns Mining Algorithm. - Yacine Abboud; Anne Boyer; Armelle Brun (MLDM, 2017)

A New Statistical Density Clustering Algorithm based on Mutual Vote and Subjective Logic Applied to Recommender Systems. - Charif Haydar; Anne Boyer (UMAP, 2017)

Are Item Attributes a Good Alternative to Context Elicitation in Recommender Systems? - Amaury L'Huillier; Sylvain Castagnos; Anne Boyer (UMAP, 2017)

Can Matrix Factorization Improve the Accuracy of Recommendations Provided to Grey Sheep Users?. - Benjamin Gras 001; Armelle Brun; Anne Boyer (WEBIST, 2017)

Identifying representative users in matrix factorization-based recommender systems: application to solving the content-less new item cold-start problem. - Marharyta Aleksandrova; Armelle Brun; Anne Boyer; Oleg Chertov (J. Intell. Inf. Syst., 2017)

DEER: Distant and Essential Episode Rules for early prediction. - Lina Fahed; Armelle Brun; Anne Boyer (Expert Syst. Appl., 2018)

First Attempt to Predict User Memory from Gaze Data. - Florian Marchal; Sylvain Castagnos; Anne Boyer (Int. J. Artif. Intell. Tools, 2018)

Eye Gaze Sequence Analysis to Model Memory in E-education. - Maël Beuget; Sylvain Castagnos; Christophe Luxembourger; Anne Boyer (AIED (2), 2019)

AntRS: Recommending Lists Through a Multi-objective Ant Colony System. - Pierre-Edouard Osche; Sylvain Castagnos; Anne Boyer (ECIR (1), 2019)

Learning Analytics Made in France: The METALproject. - Armelle Brun; Geoffray Bonnin; Sylvain Castagnos; Azim Roussanaly; Anne Boyer (CoRR, 2019)

Multi-source Relations for Contextual Data Mining in Learning Analytics. - Julie Bu Daher; Armelle Brun; Anne Boyer (CoRR, 2019)

C3Ro: An efficient mining algorithm of extended-closed contiguous robust sequential patterns in noisy data. - Yacine Abboud; Armelle Brun; Anne Boyer (Expert Syst. Appl., 2019)

Strategies for content recommendation in the Brazilian rapid response to syphilis project. - Philippi Sedir Grilo de Morais; Rodrigo Dantas da Silva; José Arilton Pereira Filho; Ricardo Alexsandro de Medeiros Valentim; Karilany Dantas Coutinho; Carlos Alberto Pereira de Oliveira; Azim Roussanaly; Anne Boyer (EATIS, 2020)

A big data architecture to a multiple purpose in healthcare surveillance: the Brazilian syphilis case. - Rodrigo Dantas da Silva; Jean Jar Pereira de Araújo; Álvaro Ferreira Pires de Paiva; Ricardo Alexsandro de Medeiros Valentim; Karilany Dantas Coutinho; Jailton Carlos de Paiva; Azim Roussanaly; Anne Boyer (EATIS, 2020)

An Operational Framework for Evaluating the Performance of Learning Record Stores. - Chahrazed Labba; Azim Roussanaly; Anne Boyer (EC-TEL, 2020)

New Measures for Offline Evaluation of Learning Path Recommenders. - Zhao Zhang 022; Armelle Brun; Anne Boyer (EC-TEL, 2020)

Towards the exploitation of multimodal data to measure students' mental effort. - Barbara Moissa; Geoffray Bonnin; Anne Boyer (ICALT, 2020)

BacAnalytics: A Tool to Support Secondary School Examination in France. - Azim Roussanaly; Marharyta Aleksandrova; Anne Boyer (ISMIS (Industrial Paper), 2020)

Multi-source Data Mining for e-Learning. - Julie Bu Daher; Armelle Brun; Anne Boyer (CoRR, 2020)

Measuring and Predicting Students' Effort: A Study on the Feasibility of Cognitive Load Measures to Real-Life Scenarios. - Barbara Moissa; Geoffray Bonnin; Anne Boyer (EC-TEL, 2021)

An In-Depth Methodology to Predict At-Risk Learners. - Amal Ben Soussia; Azim Roussanaly; Anne Boyer (EC-TEL, 2021)

Learning Path Recommender Systems: A Systematic Mapping. - Guilherme Medeiros Machado; Anne Boyer (UMAP (Adjunct Publication), 2021)

1st International Workshop on Learning Path Recommender Systems. - Guilherme Medeiros Machado; Anne Boyer; José Palazzo Moreira de Oliveira (UMAP (Adjunct Publication), 2021)

Combining Artificial Intelligence and Edge Computing to Reshape Distance Education (Case Study: K-12 Learners). - Chahrazed Labba; Rabie Ben Atitallah; Anne Boyer (AIED (1), 2022)

Learning Profiles to Assess Educational Prediction Systems. - Amal Ben Soussia; Célina Treuillier; Azim Roussanaly; Anne Boyer (AIED (1), 2022)

Managing Learners' Memory Strength in a POMDP-Based Learning Path Recommender System. - Zhao Zhang 022; Armelle Brun; Anne Boyer (AIED (2), 2022)

A Dynamic Indicator to Model Students' Digital Behavior. - Oriane Dermy; Anne Boyer; Azim Roussanaly (CSEDU (2), 2022)

Assess Performance Prediction Systems: Beyond Precision Indicators. - Amal Ben Soussia; Chahrazed Labba; Azim Roussanaly; Anne Boyer (CSEDU (1), 2022)

A New Way to Characterize Learning Datasets. - Célina Treuillier; Anne Boyer (CSEDU (2), 2022)

When and How to Update Online Analytical Models for Predicting Students Performance? - Chahrazed Labba; Anne Boyer (EC-TEL, 2022)

Independent influence of exploration and exploitation for metaheuristic-based recommendations. - Alexandre Bettinger; Armelle Brun; Anne Boyer (GECCO Companion, 2022)

Toward An Early Risk Alert In A Distance Learning Context. - Amal Ben Soussia; Azim Roussanaly; Anne Boyer (ICALT, 2022)

Presence Variations for E&E Transitions Explainability. - Alexandre Bettinger; Armelle Brun; Anne Boyer (KES, 2022)

Using Behavioral Primitives to Model Students' Digital Behavior. - Oriane Dermy; Azim Roussanaly; Anne Boyer (KES, 2022)

How Far Can We Trust the Predictions of Learning Analytics Systems? - Amal Ben Soussia; Anne Boyer (CSEDU (2), 2023)

IArch: An AI Tool for Digging Deeper into Archaeological Data. - Chahrazed Labba; Ameline Alcouffe; Eric Crubézy; Anne Boyer (ICTAI, 2023)

How to Generate Early and Accurate Alerts of At-Risk of Failure Learners? - Amal Ben Soussia; Azim Roussanaly; Anne Boyer (ITS, 2023)

Towards an Online Incremental Approach to Predict Students Performance. - Chahrazed Labba; Anne Boyer (CSEDU (2), 2024)

Helping Teachers Trust AI Tools in Their Work. - Jiajun Pan; Anne Boyer; Azim Roussanaly (CSEDU (2), 2024)

A Frugal Model for Accurate Early Student Failure Prediction. - Gagaoua Ikram; Armelle Brun; Anne Boyer (CoRR, 2025)