Software - Philippe Fournier-Viger

Open-source software

 

spmf

SPMF

SPMF is a popular Java open-source data mining mining library.

It offers implementations of more than 170 data mining algorithms for discovering sequential patterns, sequential rules, association rules, high utility patterns, frequents itemsets, periodic patterns, clusters, and more.

It has been cited in more than 630 articles since 2010.

SPMF includes implementations of my own data mining algorithms such as EFIM, PHM, FHM+, FHM, VGEN, CM-SPADE, CM-SPAM, TKS, VMSP, CMRules, RuleGrowth, TRuleGrowth, TopKRules, TopSeqRules, TNR and TNS.
spmf

PPSF

PPSF is an open-source software/library for privacy-preserving data mining, implemented in Java. It currently offers 13 algorithms.

 

plplan

PL-PLAN

PL-PLAN is a simple AI planning framework offering implementations of Graphplan and six algorithms based on partial-order theory for classical state-space search. This is a collaboration with Ludovic Lebel.

 

Proprietary software

 

CanadarmTutor

CanadarmTutor

CanadarmTutor is an intelligent tutoring systems for learning to operate the Canadarm2 robotic arm, developped by the GDAC and Planiart labs.

 

 

CTS

CTS / CELTS

CTS/CELTS is an intellligent cognitive agent for assisting learners during learning activities, developped by the GDAC lab.

 

Redbool

Redbool

Redbool is an intelligent tutoring system for learning how to reduce boolean expressions, developped by the ASTUS lab.

 

 

Redbool

Dokgett

Dokgett is a software to visually design cognitive models, developped by the ASTUS lab.