6 citations · 9 across the 5 of their papers we have counts for
6 papers
NegPSpan: efficient extraction of negative sequential patterns with embedding constraints
Thomas Guyet, René Quiniou
Mining frequent sequential patterns consists in extracting recurrent behaviors, modeled as patterns, in a big sequence dataset. Such patterns inform about which events are frequent…
Efficiency Analysis of ASP Encodings for Sequential Pattern Mining Tasks
Thomas Guyet, Yves Moinard, René Quiniou +1
This article presents the use of Answer Set Programming (ASP) to mine sequential patterns. ASP is a high-level declarative logic programming paradigm for high level encoding combin…
Mining relevant interval rules
Thomas Guyet, René Quiniou, Véronique Masson
This article extends the method of Garriga et al. for mining relevant rules to numerical attributes by extracting interval-based pattern rules. We propose an algorithm that extract…
Using Answer Set Programming for pattern mining
Thomas Guyet, Yves Moinard, René Quiniou
Serial pattern mining consists in extracting the frequent sequential patterns from a unique sequence of itemsets. This paper explores the ability of a declarative language, such as…
Self-adaptive web intrusion detection system
Thomas Guyet, René Quiniou, Wei Wang +1
The evolution of the web server contents and the emergence of new kinds of intrusions make necessary the adaptation of the intrusion detection systems (IDS). Nowadays, the adaptati…
Learning rules from multisource data for cardiac monitoring
Marie-Odile Cordier, Elisa Fromont, René Quiniou
This paper formalises the concept of learning symbolic rules from multisource data in a cardiac monitoring context. Our sources, electrocardiograms and arterial blood pressure meas…