Publications

Google scholar profile

Journals

  • Diurnal Variations of Psychometric Indicators in Twitter Content (PLOS ONE)
    PLOS ONE, vol 13, id e0197002 (2018). Public Library of Science
    Fabon Dzogang, Stafford Lightman, Nello Cristianini
  • Circadian Mood Variations in Twitter Content (Sage)
    Brain and Neuroscience Advances, vol 1, id 2398212817744501 (2017). SAGE Publications
    Fabon Dzogang, Stafford Lightman, Nello Cristianini
  • Discovering Periodic Patterns in Historical News (PLOS ONE)
    PLOS ONE, vol 11, id e0165736 (2016). Public Library of Science
    Fabon Dzogang, Thomas Lansdall-Welfare, FindMyPast Newspaper Team, Nello Cristianini 
  • Apprentissage de Concepts Emotionnels à partir de Descripteurs Bas Niveau (Revue d'Intelligence Artificielle)
    Revue d'Intelligence Artificielle, numéro spécial "Affect, Compagnon Artificiel, Interaction" (2014)
    Fabon Dzogang, Marie-Jeanne Lesot, Maria Rifqi  
  • Early Fusion of Low Level Features for Emotion Mining (NCBI)
    Biomedical informatics insights 5.Suppl 1 (2012): 129
    Fabon Dzogang, Marie-Jeanne Lesot, Maria Rifqi, Bernadette Bouchon-Meunier

International Conferences

  • Seasonal Variation in Collective Mood via Twitter Content and Medical Purchases (Springer)
    International Symposium on Intelligent Data Analysis (IDA'2017), pp 63-74.
    Fabon Dzogang, James Goulding, Stafford Lightman, Nello Cristianini
    erratum: the seasonal patterns are computed on the first three years of the study interval, and not on four years as reported. This only has a minor effect on the patterns, except for the seasonal pattern of Twitter fatigue that does not reach 5% significance level. The conclusions of the paper remain unchanged.
  • An Ellipsoidal K-means for Document Clustering (IEEE Xplore - pdf) {code}
    International Conference on Data Mining (ICDM'2012), pp 221-230.
    Fabon Dzogang, Christophe Marsala, Marie-Jeanne Lesot, Maria Rifqi
  • Expressions of Graduality for Sentiments Analysis - A Survey (IEEE Xplore - pdf)
    International Conference on Fuzzy Systems Fuzz-IEEE'10 (WCCI'2010), pp 1-7.
    Fabon Dzogang, Marie-Jeanne Lesot, Maria Rifqi, Bernadette Bouchon-Meunier  
  • Analysis of texts' Emotional Content in a Multidimensional Space (pdf)
    International Conference on Kansei Engineering and Emotion Research (KEER'2010), pp 877-886.
    Fabon Dzogang, Marie-Jeanne Lesot, Maria Rifqi, Bernadette Bouchon-Meunier  

Workshops

  • Change-point Analysis of the Public Mood in UK Twitter during the Brexit Referendum
    Workshop of the IEEE International Conference on Data Mining (DMIP'2016)
    Thomas Lansdall-Welfare, Fabon Dzogang, Nello Cristianini.
  • Seasonal Fluctuations in Collective Mood Revealed by Wikipedia Searches and Twitter Posts
    Workshop of the IEEE International Conference on Data Mining (SENTIRE'2016)
    Fabon Dzogang, Thomas Lansdall-Welfare, Nello Cristianini
    erratum: the seasonal patterns are computed on the first three years of the study interval, and not on four years as reported. This only has a minor effect on the patterns. The conclusions of the paper remain unchanged.
  • Scalable Preference Learning from Data Streams (NEWSWWW'2015)
    Companion Proceedings of the 24th International Conference on World Wide Web. pp885-890. ACM.
    Fabon Dzogang, Thomas Lansdall-Welfare, Saatviga Sudhahar, Nello Cristianini
  • Fusion Anticipée de Descripteurs Bas Niveau pour la Détection d'Emotions dans les Textes
    Workshop Affect, Compagnon Artificiel, Interfaction (WACAI'2012)
    Fabon Dzogang, Marie-Jeanne Lesot, Maria Rifqi

PhD Thesis Manuscript (French)

  • On Representation and Learning from Textual Data for both Emotional and Dynamical Information (pdf)
    Obtained on July 18th 2013, direction: Maria Rifqi.