LIONcommunity
The LION community
The LIONcommunity page contains mixed materials about machine learning and optimization
(for prescriptive analytics)
made available by our lab and by a growing community of active researchers and users,
in particular slides related to the
LIONbook,
usage cases in selected application areas, tutorial movies, etc.
The LIONoso software by our lab can be useful
to "dirty your hands"
with real-world exercises in prescriptive analytics.
Feel free to contact us
if you have interesting material which you would like to make available,
or subscribe to our LIONlab newsletter (on the right)
for short monthly updates about LIONcommunity activities.
Connecting components and "ruling them all" by LIONoso
K nearest neighbors.
Handwritten digit recognition with linear regression.
The danger of overfitting.
Logistic regression for predicting heart disease.
Marketing automation for banks via SVM and cross-validation.
Evaluating bank customers asking for credit.
Network analytics: "focus and context" visualization, social networks.
Collaborative recommendation: movies and viewers.
Web mining and the network of USA politicians.
Asset portfolio selection in finance.
Predictive analytics: neural networks.
The French invasion of Russia.
Reactive Search Optimization: identifying optimal solutions.
Learning and optimizing your business: the LION way.
Optimization of electronic circuits.
Welded beam design: how to tradeoff multiple objectives.
Fluid dynamics and parallel computing.
Wireless access point placement.
Mechanical engineering: designing roof trusses and improving vehicle safety.
Construction workers
Sweeping through innovation and economy in the world
Houses and neighborhoods
Cities around the world
Select your perfect car!
Sociology to study violence.
Viral infections spreading in a network.