MS1 en-us
MS2 Professor (m)
MS3 Professor (m)
MS4 Professor
MS2 Professor (m)
MS3 Professor (m)
MS4 Professor
Marc Fredette
Professor, Department of Decision Sciences
Contact information
HEC Montréal5540, avenue Louis-Colin
Montréal (Québec)
Canada H3T 1T7
Email : marc.fredette@hec.ca
Phone : 514 340-7108
Secretary: 514 340-6472
Fax : 514 340-5634
Office : 02.08D
Other title(s)
- Board member of the Tech3Lab (in french only)
- Member of the Interuniversity Research Centre on Enterprise Networks, Logistics and Transportation (CIRRELT)
- Member of the Group for Research in Decision Analysis (GERAD)
- Academic supervisor of the Master of Science (MSc) - User Experience in a Business Context
- Academic supervisor of the Short Graduate Program in User Experience (in french only)
Education
- M. Sc. (statistique), Université de Montréal
- Ph. D. (Statistics), University of Waterloo
Expertise
- Analysis of longitudinal data
- Prediction
- Biostatistics
- Random effects models
- Bayesian statistics
This publication selection covers the last five years.
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Journal articles (24)
FLEISCHER, Neil, COURTEMANCHE, François, LÉGER, Pierre-Majorique, SÉNÉCAL, Sylvain, FREDETTE, Marc;
« Methods to identify critical customer experience incidents using remotely captured eye-tracking recording combined with automatic facial emotion detection via mobile phone or webcams »,
International Patent Collections, 2024.
LABONTÉ-LEMOYNE, Elise, CAMERON, Ann-Frances, SÉNÉCAL, Sylvain, FREDETTE, Marc, FAUBERT, Jocelyn, LEPORE, Franco, LÉGER, Pierre-Majorique;
« What’s that on Your Phone? Effects of Mobile Device Task Type on Pedestrian Performance »,
Human Factors: The Journal of the Human Factors and Ergonomics Society, vol. 66, no 4, 2024, p. 1068-1080.
CHEAM, Amay, FREDETTE, Marc, MARBAC, Matthieu, NAVARRO, Fabien;
« Translation-invariant functional clustering on COVID-19 deaths adjusted on population risk factors »,
Journal of the Royal Statistical Society Series C-Applied Statistics, vol. 72, no 2, 2023, p. 387-413.
LAMONTAGNE, Charles, SÉNÉCAL, Sylvain, FREDETTE, Marc, LABONTÉ-LEMOYNE, Elise, LÉGER, Pierre-Majorique;
« The effect of the segmentation of video tutorials on User’s training experience and performance »,
Computers in Human Behavior Reports, vol. 3, 2021, p. 1-10.
CHANNOUF, Nabil, FREDETTE, Marc, MACGIBBON, Brenda;
« Sample size calculations for hierarchical Poisson and zero-inflated Poisson regression models »,
Communications in Statistics - Simulation and Computation, vol. 50, no 4, 2021, p. 1145-1164.
TCHANOU, Armel Quentin, LÉGER, Pierre-Majorique, SÉNÉCAL, Sylvain, GIROUX, Félix, MÉNARD, Jean-François, FREDETTE, Marc;
« Multitasking with Information Technologies: Why Not Just Relax? »,
AIS Transactions on Human-Computer Interaction, vol. 13, no 4, 2021, p. 369-406.
DEMAZURE, Théophile, KARRAN, Alexander John, LÉGER, Pierre-Majorique, LABONTÉ-LEMOYNE, Elise, SÉNÉCAL, Sylvain, FREDETTE, Marc, BABIN, Gilbert;
« Enhancing Sustained Attention : A Pilot Study on the Integration of a Brain-Computer Interface with an Enterprise Information System »,
Business & Information Systems Engineering, vol. 63, no 6, 2021, p. 653-668.
LENE, Paul, KARRAN, Alexander John, LABONTÉ-LEMOYNE, Elise, SÉNÉCAL, Sylvain, FREDETTE, Marc, JOHNSON, Kevin;
« Is there collaboration specific neurophysiological activation during collaborative task activity? An analysis of brain responses using electroencephalography and hyperscanning »,
Brain and Behavior, vol. 11, no 11, 2021, p. 1-16.
PASSALACQUA, Mario, SÉNÉCAL, Sylvain, FREDETTE, Marc, NACKE, Lennart, PELLERIN, Robert, LÉGER, Pierre-Majorique;
« Should Gamification be Personalized? A Self-deterministic Approach »,
AIS Transactions on Human-Computer Interaction, vol. 13, no 3, 2021, p. 265-286.
CHEAM, Amay, FREDETTE, Marc;
« On the importance of similarity characteristics of curve clustering and its applications »,
Pattern Recognition Letters, vol. 135, 2020, p. 360-367.
TCHANOU, Armel Quentin, LÉGER, Pierre-Majorique, BOASEN, Jared, SÉNÉCAL, Sylvain, TAHER, Jad, FREDETTE, Marc;
« Collaborative Use of a Shared System Interface: The Role of User Gaze—Gaze Convergence Index Based on Synchronous Dual-Eyetracking »,
Applied Sciences, vol. 10, no 13, 2020, p. 1-20.
MATHLOUTHI, Walid, LAROCQUE, Denis, FREDETTE, Marc;
« Random forests for homogeneous and non-homogeneous Poisson processes with excess zeros »,
Statistical Methods in Medical Research, vol. 29, no 8, 2020, p. 2217-2237.
MOURRA, Gabrielle Naime, BRIEUGNE, David, RUCCO, Emma, LABONTÉ-LEMOYNE, Elise, COURTEMANCHE, François, SÉNÉCAL, Sylvain, FREDETTE, Marc, CAMERON, Ann-Frances, FAUBERT, Jocelyn, LEPORE, Franco, BELLAVANCE, François, LÉGER, Pierre-Majorique;
« Measuring the Switch Cost of Smartphone Use While Walking »,
Journal of Visualized Experiments, 2020.
LABONTÉ-LEMOYNE, Elise, JUTRAS, Marc-Antoine, LÉGER, Pierre-Majorique, SÉNÉCAL, Sylvain, FREDETTE, Marc, BEGON, Mickael, MATHIEU, Marie-Ève;
« Does Reducing Sedentarity With Standing Desks Hinder Cognitive Performance? »,
Human Factors: The Journal of the Human Factors and Ergonomics Society, vol. 62, no 4, 2020, p. 603-612.
MOURRA, Gabrielle Naime, SÉNÉCAL, Sylvain, FREDETTE, Marc, LEPORE, Franco, FAUBERT, Jocelyn, BELLAVANCE, François, CAMERON, Ann-Frances, LABONTÉ-LEMOYNE, Elise, LÉGER, Pierre-Majorique;
« Using a smartphone while walking: The cost of smartphone-addiction proneness »,
Addictive Behaviors, vol. 106, 2020, p. 1-7.
ALVAREZ, Juliana, LÉGER, Pierre-Majorique, FREDETTE, Marc, CHEN, Shang Lin, MAUNIER, Benjamin, SÉNÉCAL, Sylvain;
« An Enriched Customer Journey Map: How to Construct and Visualize a Global Portrait of Both Lived and Perceived Users’ Experiences? »,
Designs, vol. 4, no 3, 2020, p. 1-21.
PASSALACQUA, Mario, LÉGER, Pierre-Majorique, NACKE, Lennart, FREDETTE, Marc, LABONTÉ-LEMOYNE, Elise, LIN, Xinli, CAPRIOLI, Tony, SÉNÉCAL, Sylvain;
« Playing in the backstore: interface gamification increases warehousing workforce engagement »,
Industrial Management & Data Systems, vol. 120, no 7, 2020, p. 1309-1330.
DESROCHERS, Camille, LÉGER, Pierre-Majorique, FREDETTE, Marc, MIRHOSEINI, Seyedmohammadma, SÉNÉCAL, Sylvain;
« The arithmetic complexity of online grocery shopping: the moderating role of product pictures »,
Industrial Management & Data Systems, vol. 119, no 6, 2019, p. 1206-1222.
COURTEMANCHE, François, LABONTÉ-LEMOYNE, Elise, LÉGER, Pierre-Majorique, FREDETTE, Marc, SÉNÉCAL, Sylvain, CAMERON, Ann-Frances, FAUBERT, Jocelyn, BELLAVANCE, François;
« Texting while walking: An expensive switch cost »,
Accident Analysis & Prevention, vol. 127, 2019, p. 1-8.
PAUNA, Horea, LÉGER, Pierre-Majorique, SÉNÉCAL, Sylvain, FREDETTE, Marc, LABONTÉ-LEMOYNE, Elise, COURTEMANCHE, François, LEGOUX, Renaud, MÉNARD, Jean-François;
« The Effects of a High Fidelity Vibro-Kinetic Multisensory Experience on Implicit and Explicit Brand Recognition »,
Journal of Neuroscience, Psychology, and Economics, vol. 12, no 1, 2019, p. 18-33.
KARRAN, Alexander John, DEMAZURE, Théophile, LÉGER, Pierre-Majorique, LABONTÉ-LEMOYNE, Elise, SÉNÉCAL, Sylvain, FREDETTE, Marc, BABIN, Gilbert;
« Toward a Hybrid Passive BCI for the Modulation of Sustained Attention Using EEG and fNIRS »,
Frontiers in Human Neuroscience, vol. 13, 2019, p. 1-20.
LÉGER, Pierre-Majorique, NGUYEN, Thanh An, CHARLAND, Patrick, SÉNÉCAL, Sylvain, LAPIERRE, Hugo G., FREDETTE, Marc;
« How Learner Experience and Types of Mobile Applications Influence Performance: The Case of Digital Annotation »,
Computers in The Schools, vol. 36, no 2, 2019, p. 83-104.
COURTEMANCHE, François, FREDETTE, Marc, SÉNÉCAL, Sylvain, LÉGER, Pierre-Majorique, DUFRESNE, Aude, GEORGES, Vanessa, LABONTÉ-LEMOYNE, Elise;
« Method of and system for processing signals sensed from a user »,
International Patent Collections, 2019.
LABONTÉ-LEMOYNE, Elise, COURTEMANCHE, François, LOUIS, Victoire, FREDETTE, Marc, SÉNÉCAL, Sylvain, LÉGER, Pierre-Majorique;
« Dynamic Threshold Selection for a Biocybernetic Loop in an Adaptive Video Game Context »,
Frontiers in Human Neuroscience, vol. 12, 2018, p. 1-10.
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Book chapters (3)
LÉGER, Pierre-Majorique, KARRAN, Alexander John, COURTEMANCHE, François, FREDETTE, Marc, TAZI, Salima, DUPUIS, Mariko, HAMZA, Zeyad, FERNANDEZ SHAW, Juan, CÔTÉ, Myriam, DEL-AGUILA, Laurène, CHANDLER, Chantel, SNOW, Pascal, VILONE, Domenico, SÉNÉCAL, Sylvain;
« Caption and observation based on the algorithm for triangulation (COBALT): Preliminary results from a beta trial »,
Information Systems and Neuroscience: NeuroIS Retreat 2022, Springer, 2022, p. 229-235.
ALVAREZ, Juliana, BRIEUGNE, David, LÉGER, Pierre-Majorique, SÉNÉCAL, Sylvain, FREDETTE, Marc;
« Towards Agility and Speed in Enriched UX Evaluation Projects »,
Human 4.0 : From Biology to Cybernetic, IntechOpen, 2021, p. 1-22.
LAMONTAGNE, Charles, SÉNÉCAL, Sylvain, FREDETTE, Marc, CHEN, Shang Lin, POURCHON, Romain, GAUMONT, Yohan, DE GRANDPRÉ, David, LÉGER, Pierre-Majorique;
« User Test: How Many Users Are Needed to Find the Psychophysiological Pain Points in a Journey Map? »,
Human Interaction and Emerging Technologies : Proceedings of the 1st International Conference on Human Interaction and Emerging Technologies (IHIET 2019), August 22-24, 2019, Nice, France, Springer, 2019, p. 136-142.
This selection of supervision activities covers the last five years.
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Dissertation direction – PhD in Administration (3)
In codirection with : LÉGER, Pierre-Majorique
Dual Perspective on Mental State Inferences in Human Computer Interaction, by Théophile Demazure
March 2024
Dual Perspective on Mental State Inferences in Human Computer Interaction, by Théophile Demazure
March 2024
In codirection with : SÉNÉCAL, Sylvain
The Influence of Altruistic Reinforcement and Performance-Contingent Incentives on Online Product Reviews, by Davood Wadi
October 2023
The Influence of Altruistic Reinforcement and Performance-Contingent Incentives on Online Product Reviews, by Davood Wadi
October 2023
In codirection with : LÉGER, Pierre-Majorique
Five Essays on Joint Use of Information Technology Systems, by Armel Quentin Tchanou
May 2022
Five Essays on Joint Use of Information Technology Systems, by Armel Quentin Tchanou
May 2022
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Master's thesis direction – MSc in Management (6)
In codirection with : LÉGER, Pierre-Majorique
Emotion perceived in high school students in relation to their lifestyle habits, by Jessica Léonard
March 2023
Emotion perceived in high school students in relation to their lifestyle habits, by Jessica Léonard
March 2023
Détermination de la structure de corrélation entre les différentes électrodes analysées conjointement lors de l'étude de données électroencéphalographiques (EEG), by Zi Su Zhao
January 2023
January 2023
Création d'un index d'expérience émotionnelle pour l'industrie de l'assurance, by Melissa Turp-Yonezawa
November 2021
November 2021
In codirection with : SÉNÉCAL, Sylvain
Le parcours émotionnel dans la publicité vidéo : l'impact des émotions faciales sur l'efficacité publicitaire, by Audrey Lacoursière
May 2021
Le parcours émotionnel dans la publicité vidéo : l'impact des émotions faciales sur l'efficacité publicitaire, by Audrey Lacoursière
May 2021
Amélioration de la prise de mesure physiologique par l'estimation de la durée de la réponse émotionnelle et de la latence intrinsèque à un stimulus, by Élise Boissonneault
May 2020
May 2020
A Peak-Preserving Curve Smoothing Method, by Shang Lin Chen
May 2019
May 2019
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Supervised project supervision – MSc in Management (20)
Utilisation des données transactionnelles afin d'automatiser des commandes (modèle prédictif) et optimiser les marges grâce à une analyse d'élasticité-prix , by Nolan Fauchery
March 2024
March 2024
Étude des techniques spécialisées de détection de fraude dans le domaine de commerce électronique , by Joseph Francis Alexandre Sauvé
March 2024
March 2024
Développement d'outils de communication et de vulgarisation pour des algorithmes de prévision en apprentissage automatique , by Mathieu Lamontagne
August 2023
August 2023
L'analyse de la loyauté des clients d'une banque , by Chanel Larivière
August 2023
August 2023
Entretien et optimisation des méthodes d'analyse des ventes de Nespresso Canada sous une approche Omnicanal , by Marilie Breton
August 2023
August 2023
In codirection with : CORREA DANTAS, Danilo, CORREA DANTAS, Danilo
Projet d'analyse de données : le cas Tou.tv , by Mathilde Roberge
August 2023
Projet d'analyse de données : le cas Tou.tv , by Mathilde Roberge
August 2023
Using a Credit Scorecard Approach to Develop an Engagement Score for AIRMILES , by Sunny Truong
March 2023
March 2023
Analyse des coûts de rejets pour Smartparts, Bombardier , by Malo Henaff
January 2023
January 2023
Mise en place d'une solution ETL dans le cadre d'une petite entreprise en technologie de l'information , by Thi-Thien Lam
August 2022
August 2022
Non-Skip Lot Analysis and Reporting , by Maryam Dayani
March 2022
March 2022
In codirection with : LEGOUX, Renaud
Segmentation de la clientèle B2C de Transat A.T. , by Hadassa Ndjaka Bernadette Gregoire
March 2022
Segmentation de la clientèle B2C de Transat A.T. , by Hadassa Ndjaka Bernadette Gregoire
March 2022
Utilisation de séries temporelles à des fins de prédictions de ventes dans le cadre du programme de fidélité AIR MILES , by Rakhimé Abdul Kader
March 2021
March 2021
Création et mise en production d'un indicateur de croissance potentielle d'entreprises au sein d'une institution financière , by Matthieu Guérin
November 2020
November 2020
Analyse de la performance des Directeurs de Succursales à l'aide d'un algorithme de classification , by Grégoire Tabouis
September 2020
September 2020
In codirection with : SÉNÉCAL, Sylvain
Les modèles d'Attribution web , by Badr Terrab
September 2020
Les modèles d'Attribution web , by Badr Terrab
September 2020
In codirection with : CORREA DANTAS, Danilo
Operations Reporting Tools , by Gabrielle Lallier
March 2020
Operations Reporting Tools , by Gabrielle Lallier
March 2020
In codirection with : LEGOUX, Renaud
Segmentation des profils des conversions transactionnelles provenant des campagnes promotionnelles au sein de la compagnie Transat Tours Canada , by Adrien Utzeri
January 2020
Segmentation des profils des conversions transactionnelles provenant des campagnes promotionnelles au sein de la compagnie Transat Tours Canada , by Adrien Utzeri
January 2020
Analyse de regroupements des abonnés de la plateforme de diffusion de vidéos sur demande TOU.TV de la Société Radio-Canada , by Nicolas Palmer
November 2018
November 2018
Ubisoft US. Création d'un outil permettant de déterminer les valeurs de comparables pour les campagnes numériques. , by Justine Authier
September 2018
September 2018
In codirection with : LAROCQUE, Denis
Modèles macroéconomiques de la rédemption de milles Aéroplan , by Béatrice St-Jean
September 2018
Modèles macroéconomiques de la rédemption de milles Aéroplan , by Béatrice St-Jean
September 2018
Winter 2024
Fall 2023
Winter 2023
MATH 60620
MATH 60620A
Fall 2022
MATH 60620
MATH 60620A