Sélection de modèles par des méthodes à noyaux pour la classification de données séquentielles. - Trinh Minh Tri Do; Thierry Artières; Patrick Gallinari (EGC, 2005)

Polynomial Conditional Random Fields for Signal Processing. - Trinh Minh Tri Do; Thierry Artières (ECAI, 2006)

Champs de Markov conditionnels pour le traitement de séquences. - Trinh Minh Tri Do; Thierry Artières (EGC, 2006)

Optimisation du Primal pour les SVM. - Trinh Minh Tri Do; Thierry Artières (EGC, 2008)

A Fast Method for Training Linear SVM in the Primal. - Trinh Minh Tri Do; Thierry Artières (ECML/PKDD (1), 2008)

Improved Handwriting Recognition by Combining Two Forms of Hidden Markov Models and a Recurrent Neural Network. - Volkmar Frinken; Tim Peter; Andreas Fischer 002; Horst Bunke; Trinh Minh Tri Do; Thierry Artières (CAIP, 2009)

Maximum Margin Training of Gaussian HMMs for Handwriting Recognition. - Trinh Minh Tri Do; Thierry Artières (ICDAR, 2009)

Large margin training for hidden Markov models with partially observed states. - Trinh Minh Tri Do; Thierry Artières (ICML, 2009)

Learning mixture models with support vector machines for sequence classification and segmentation. - Trinh Minh Tri Do; Thierry Artières (Pattern Recognit., 2009)

By their apps you shall understand them: mining large-scale patterns of mobile phone usage. - Trinh Minh Tri Do; Daniel Gatica-Perez (MUM, 2010)

Neural conditional random fields. - Trinh Minh Tri Do; Thierry Artières (AISTATS, 2010)

Joint Optimization of Hidden Conditional Random Fields and Non Linear Feature Extraction. - Antoine Vinel; Trinh Minh Tri Do; Thierry Artières (ICDAR, 2011)

Smartphone usage in the wild: a large-scale analysis of applications and context. - Trinh Minh Tri Do; Jan Blom; Daniel Gatica-Perez (ICMI, 2011)

GroupUs: Smartphone Proximity Data and Human Interaction Type Mining. - Trinh Minh Tri Do; Daniel Gatica-Perez (ISWC, 2011)

Contextual Grouping: Discovering Real-Life Interaction Types from Longitudinal Bluetooth Data. - Trinh Minh Tri Do; Daniel Gatica-Perez (Mobile Data Management (1), 2011)

Modèle hybride champ markovien conditionnel et réseau de neurones profond. - Trinh Minh Tri Do; Thierry Artières (Document Numérique, 2011)

Contextual conditional models for smartphone-based human mobility prediction. - Trinh Minh Tri Do; Daniel Gatica-Perez (UbiComp, 2012)

Checking in or checked in: comparing large-scale manual and automatic location disclosure patterns. - Eric Malmi; Trinh Minh Tri Do; Daniel Gatica-Perez (MUM, 2012)

Regularized bundle methods for convex and non-convex risks. - Trinh Minh Tri Do; Thierry Artières (J. Mach. Learn. Res., 2012)

Inferring social activities with mobile sensor networks. - Trinh Minh Tri Do; Kyriaki Kalimeri; Bruno Lepri; Fabio Pianesi; Daniel Gatica-Perez (ICMI, 2013)

From Foursquare to My Square: Learning Check-in Behavior from Multiple Sources. - Eric Malmi; Trinh Minh Tri Do; Daniel Gatica-Perez (ICWSM, 2013)

From big smartphone data to worldwide research: The Mobile Data Challenge. - Juha K. Laurila; Daniel Gatica-Perez; Imad Aad; Jan Blom; Olivier Bornet; Trinh Minh Tri Do; Olivier Dousse; Julien Eberle; Markus Miettinen (Pervasive Mob. Comput., 2013)

Human interaction discovery in smartphone proximity networks. - Trinh Minh Tri Do; Daniel Gatica-Perez (Pers. Ubiquitous Comput., 2013)

Where and what: Using smartphones to predict next locations and applications in daily life. - Trinh Minh Tri Do; Daniel Gatica-Perez (Pervasive Mob. Comput., 2014)

The Places of Our Lives: Visiting Patterns and Automatic Labeling from Longitudinal Smartphone Data. - Trinh Minh Tri Do; Daniel Gatica-Perez (IEEE Trans. Mob. Comput., 2014)

A probabilistic kernel method for human mobility prediction with smartphones. - Trinh Minh Tri Do; Olivier Dousse; Markus Miettinen; Daniel Gatica-Perez (Pervasive Mob. Comput., 2015)

Vlogging Over Time: Longitudinal Impressions and Behavior in YouTube. - Daniel Gatica-Perez; Dairazalia Sanchez-Cortes; Trinh Minh Tri Do; Dinesh Babu Jayagopi; Kazuhiro Otsuka (MUM, 2018)

DrinkSense: Characterizing Youth Drinking Behavior Using Smartphones. - Darshan Santani; Trinh Minh Tri Do; Florian Labhart; Sara Landolt; Emmanuel Kuntsche; Daniel Gatica-Perez (IEEE Trans. Mob. Comput., 2018)