OrbitMap
"Dynamic Modeling and Forecasting of Time-evolving Data Streams",
KDD2019.
[pdf]
[foils]
[poster]
[code]
- Model fitting and forecasting (python)
*** Patent pending ***
OrbitMap is freely available for non-commercial purposes.
If you intend to use OrbitMap for a commercial purpose,
please contact us by email at yasuko [at] sanken.osaka-u.ac.jp
RegimeCast
"Regime Shifts in Streams: Real-time Forecasting of Co-evolving Time Sequences",
KDD 2016.
[pdf]
[foils]
[poster]
[code]
- Model fitting and forecasting (python, matlab)
*** Patent pending ***
RegimeCast is freely available for non-commercial purposes.
If you intend to use RegimeCast for a commercial purpose,
please contact us by email at yasuko [at] sanken.osaka-u.ac.jp
CompCube
"Non-Linear Mining of Competing Local Activities",
WWW 2016.
[code]
[data]
[pdf]
[ppt]
- Interactive demo (python)
- Model fitting (python)
- Dataset (GoogleTrend)
(10years x 236 locations)
EcoWeb
"The Web as a Jungle: Non-Linear Dynamical Systems for Co-evolving Online Activities",
WWW 2015.
[code/data]
[pdf]
[ppt]
- Interactive demo (python)
- Model fitting (python)
Funnel
"FUNNEL: Automatic Mining of Spatially Coevolving Epidemics",
KDD 2014.
[code]
[pdf]
[foils]
[poster]
[data]
- Interactive demo (python)
- Model fitting (matlab)
- Project Tycho (data)
AutoPlait
"AutoPlait: Automatic Mining of Co-evolving Time Sequences",
SIGMOD 2014.
[code]
[pdf]
[foils]
[poster]
- AutoPlait (c code)
- AutoPlait-plot (matlab)
SpikeM
"Rise and Fall Patterns of Information Diffusion: Model and Implications",
KDD 2012.
[code]
[pdf]
[foils]
[poster]
- Interactive demo (python)
- Model fitting (matlab)
TriMine
"Fast Mining and Forecasting of Complex Time-Stamped Events",
KDD 2012.
[code]
[pdf]
[foils]
[poster]
- TriMine inference and forecasts (c code)
- TriMine-plot (matlab)
