The AWA Artificial emergent aWareness Architecture model for Artificial Immune Ecosystems. - Pierre Parrend; Pierre David 002; Fabio Guigou; Cedric Pupka; Pierre Collet (CEC, 2017)

The Artificial Immune Ecosystem: A Bio-Inspired Meta-Algorithm for Boosting Time Series Anomaly Detection with Expert Input. - Fabio Guigou; Pierre Collet; Pierre Parrend (EvoApplications (1), 2017)

Anomaly detection and motif discovery in symbolic representations of time series. - Fabio Guigou; Pierre Collet; Pierre Parrend (CoRR, 2017)

For a refoundation of Artificial Immune System research: AIS is a Design Pattern. - Pierre Parrend; Fabio Guigou; Julio Navarro; Aline Deruyver; Pierre Collet (SSCI, 2018)

Foundations and applications of artificial Intelligence for zero-day and multi-step attack detection. - Pierre Parrend; Julio Navarro; Fabio Guigou; Aline Deruyver; Pierre Collet (EURASIP J. Inf. Secur., 2018)

Artificial Immune Ecosystems: the role of expert-based learning in artificial cognition. - Pierre Parrend; Fabio Guigou; Julio Navarro; Aline Deruyver; Pierre Collet (J. Robotics Netw. Artif. Life, 2018)

SCHEDA: Lightweight euclidean-like heuristics for anomaly detection in periodic time series. - Fabio Guigou; Pierre Collet; Pierre Parrend (Appl. Soft Comput., 2019)

The artificial immune ecosystem : a scalable immune-inspired active classifier, an application to streaming time series analysis for network monitoring. (L'écosystème immunitaire artificiel : un classifieur actif inspiré des systèmes immunitaires, et son application à l'analyse de données chronologiques en flux pour la supervision de réseaux informatiques). - Fabio Guigou (2019)