Past Intelligent System Projects
"An Unknown Lady" (I.Kramskoy, 1883), thought to be an inspiration for Leo Tolstoy's Anna Karenina
ANNAE
Artificial Neural Network pre-Attentive Eye
Sponsor: NASA
Pre-attentive vision model based on Hopfield recurrent neural network for saliency computation using rotating linear segments (rotors) and Gestalt principles of proximity and co-circularity.
Used to locate faint echo traces in images of remote radio sensing of the Earth's plasma (projects CORPRAL and ARTIST)
CORPRAL
COgnitive Rpi Plasmagram Ranking ALgorithm
Sponsor: NASA
Visual data prospecting system to locate remarkable images of active radio sensing containing traces of signal propagating in the Earth magnetosphere recorded by Radio Plasma Imager on NASA IMAGE mission.
ARTIST
Automatic Real-Time Ionogram Scaler with True height
Sponsor: Digisonde community
Expert ionogram interpretation and scaling system for Digisonde ionospheric sounder.
EdRPI
Mission plan Editor for Radio Plasma Imager
Sponsor: NASA
Rule-based intelligent mission planning tool
ESPAS Domain Ontology
near Earth SPAce data infrastructure for e-Science
Sponsor: European Union FP7
Space physics domain ontology of vocabulary terms for an intelligent event annotation service.
NECTAR
Non-linear Error Correction Technique for Associative Restoration
Sponsor: LDI / International Reference Ionosphere Real-Time task force
A compressed sensing method for restoration of missing data in sparse sensor networks based on associative neural network optimizer.
GAMBIT
Global Assimilative Model of Bottomside Ionosphere Timelines
Sponsor: LDI / International Reference Ionosphere Real-Time task force
Global model of ionospheic plasma distribution based on NECTAR method of data gap restoration in sparse international ionosonde sensor network.