NUI Galway (1) SMI2G 2014 Dr Catherine Enright & Dr Michael Madden catherine.enright@nuigalway.ie...
Preview:
Citation preview
- Slide 1
- NUI Galway (1) SMI2G 2014 http://datamining.it.nuigalway.ie Dr
Catherine Enright & Dr Michael Madden
catherine.enright@nuigalway.ie michael.madden@nuigalway.ie National
University of Ireland Galway Data Mining & Machine Learning
Group http://datamining.it.nuigalway.ie
catherine.enright@nuigalway.iemichael.madden@nuigalway.ie
http://datamining.it.nuigalway.ie Links with Analyze IQ Ltd (SME)
http://aniq.co http://aniq.co BES-3-2014Vehicles and Sensors for
Maritime Surveillance FCT-5-2014Law Enforcement Evidence-Gathering
Abilities FCT-11-2014Countering Terrorist Use of an Explosive
Threat
- Slide 2
- NUI Galway (2) SMI2G 2014 http://datamining.it.nuigalway.ie
What We Bring to a Consortium Data Mining & Machine Learning
Group Profile 80+ publications, 8 publication awards, 5 patents
Participation in FP4, FP6 & FP7 as coordinator or WP leader
National, EU and International collaborations Research Expertise
Model-Based Probabilistic Analytics for Data Streams: Encoding
domain knowledge as PGMs that are adapted based on observations,
for decision making, insight & inference Image and Sensor Data
Mining: Chemical spectra and sensor data classification Medical:
fMRI; TB microscopy images; activities of daily living Large-Scale
& Small-Scale Analytics: Distributed data mining across
multiple machines Data mining on mobile & low-cost processors
Autonomous robotics Analyze IQ Ltd: Innovative software for
chemical sensor data search and classification, with international
customer base
- Slide 3
- NUI Galway (3) SMI2G 2014 http://datamining.it.nuigalway.ie
BES-3, FCT-5, FCT-11, BES-1, DRS-16: Potential Technical
Contributions Algorithms and software for detection and
classification using hyperspectral imaging and other complex sensor
data New algorithms for data fusion: maximise precision by
combining data from multiple technologies Bayesian inference across
time/space with potentially large volumes of intermittent,
unreliable and dispersed sensors and/or crowdsourced data Maximise
efficiency with sequential decision analysis Probabilistic risk
assessment Reinforcement learning for autonomous agents in
real/virtual environments M Madden: Previous coordination
experience in FP4 and FP6 WP Leader in FP7 Coordination of
nationally funded projects (SFI, EI) Currently involved in H2020
proposals (BES-9, DRS-2) Participate as Coordinator or Partner
- Slide 4
- NUI Galway (4) SMI2G 2014 http://datamining.it.nuigalway.ie
Talk To Us Catherine Enright, Data Mining & Machine Learning
National University of Ireland Galway
catherine.enright@nuigalway.ie +353-91-492041
catherine.enright@nuigalway.ie Michael Madden, Data Mining &
Machine Learning National University of Ireland Galway
michael.madden@nuigalway.ie +353-91-493797 / +353-86-7952802
michael.madden@nuigalway.ie Martha Fahy, Director of Customer
Relations Analyze IQ Limited martha.fahy@AnalyzeIQ.com +353 91
395900 martha.fahy@AnalyzeIQ.com