Professor Peter A Flach

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• Finished

  UK-Canada doctoral exchange scheme Stefan Radic Webster

  Flach, P. A. (Principal Investigator)

  1/09/22 → 31/08/23

  Project: Research, Parent

• UK-Canada doctoral exchange scheme Stefan Radic Webster

  Flach, P. A. (Principal Investigator)

  1/09/22 → 31/08/23

  Project: Research

• UK-Canada doctoral exchange scheme Stefan Radic Webster

  Flach, P. A. (Principal Investigator)

  1/09/22 → 31/08/23

  Project: Research

• TAILOR: 8030 H2020 TAILOR 952215

  Flach, P. A. (Principal Investigator)

  1/09/20 → 31/08/23

  Project: Research, Parent

  • Predicted Class 100%
  • Evaluation Metric 100%
  • Context Change 100%
  • Academic Field 100%
  • Technical Detail 100%

• Towards a Measurement Theory for Data Science and Artificial Intelligence

  Flach, P. A. (Principal Investigator)

  1/11/18 → 30/04/21

  Project: Research

  • Learning System 100%
  • Machine Learning 100%
  • Performance Evaluation 50%
  • Model Benchmark 50%
  • Response Theory 50%

• ML4D: InnovateUK ML4D: Machine Learning for Enhanced Diabetes Self-Care

  O'Kane, A. A. (Principal Investigator), Marshall, P. (Co-Investigator), Santos-Rodriguez, R. (Co-Investigator) & Flach, P. A. (Co-Investigator)

  1/11/18 → 30/04/20

  Project: Research

  • Self-Care 100%
  • Echo State Network 80%
  • Model-Based Reinforcement Learning 80%
  • Diabetes 80%
  • Artificial Intelligence 53%

• SPHERE2

  Craddock, I. J. (Principal Investigator), Mirmehdi, M. (Co-Investigator), Piechocki, R. J. (Co-Investigator), Flach, P. A. (Co-Investigator), Oikonomou, G. (Co-Investigator), Burghardt, T. (Co-Investigator), Damen, D. (Co-Investigator), Santos-Rodriguez, R. (Co-Investigator), O'Kane, A. A. (Co-Investigator), McConville, R. (Co-Investigator), Masullo, A. (Co-Investigator) & Gooberman-Hill, R. (Co-Investigator)

  1/10/18 → 31/01/23

  Project: Research, Parent

  • Machine Learning 100%
  • Learning System 85%
  • Annotation 85%
  • Deep Learning Method 68%
  • Household 53%

• SPHERE (EPSRC IRC)

  Craddock, I. J. (Principal Investigator), Coyle, D. T. (Principal Investigator), Flach, P. A. (Principal Investigator), Kaleshi, D. (Principal Investigator), Mirmehdi, M. (Principal Investigator), Piechocki, R. J. (Principal Investigator), Stark, B. H. (Principal Investigator), Ascione, R. (Co-Principal Investigator), Ashburn, A. M. (Collaborator), Burnett, M. E. (Collaborator), Damen, D. (Co-Principal Investigator), Gooberman-Hill, R. (Principal Investigator), Harwin, W. S. (Collaborator), Hilton, G. (Co-Principal Investigator), Holderbaum, W. (Collaborator), Holley, A. P. (Manager), Manchester, V. A. (Administrator), Meller, B. J. (Other ), Stack, E. (Collaborator) & Gilchrist, I. D. (Principal Investigator)

  1/10/13 → 30/09/18

  Project: Research, Parent

  • Energy Engineering 100%
  • Internet-Of-Things 96%
  • Residential Environment 95%
  • Activity Recognition 78%
  • Antenna 59%

• SPHERE (EPSRC IRC)

  Coyle, D. T. (Principal Investigator), Flach, P. A. (Principal Investigator), Kaleshi, D. (Principal Investigator), Mirmehdi, M. (Principal Investigator), Piechocki, R. J. (Principal Investigator), Stark, B. H. (Principal Investigator), Ascione, R. (Co-Principal Investigator), Ashburn, A. M. (Collaborator), Burnett, M. E. (Collaborator), Damen, D. (Co-Principal Investigator), Gooberman-Hill, R. (Researcher), Harwin, W. S. (Collaborator), Hilton, G. (Co-Principal Investigator), Holderbaum, W. (Collaborator), Holley, A. P. (Manager), Manchester, V. A. (Administrator), Meller, B. J. (Other ), Stack, E. (Collaborator), Craddock, I. J. (Principal Investigator) & Gilchrist, I. D. (Principal Investigator)

  1/10/13 → 31/03/19

  Project: Research

• IEU Theme 2

  Flach, P. A. (Principal Investigator), Gaunt, T. R. (Principal Investigator) & Gaunt, T. R. (Principal Investigator)

  1/06/13 → 31/03/18

  Project: Research

  • DNA Methylation 100%
  • Methylation 52%
  • Genetics 45%
  • Mendelian Randomization 40%
  • Single-Nucleotide Polymorphism 38%

• REFrAMe

  Flach, P. A. (Principal Investigator)

  Engineering and Physical Sciences Research Council

  1/02/13 → 1/08/16

  Project: Research

  • Probability Theory 100%
  • Estimate Probability 74%
  • Convex Hull 55%
  • Parametric 49%
  • Splitting Criterion 40%

• Generating value from smart electricity meter data

  Flach, P. A. (Principal Investigator)

  Innovate UK

  1/07/11 → 1/02/13

  Project: Research

  • Smart Meters 100%
  • Daily Load 100%
  • Test Data 100%
  • Experimental Result 100%
  • Energy Engineering 100%

• LEARNING THE MORPHOLOGY OF COMPLEX SYNTHETIC LANGUAGES

  Flach, P. A. (Principal Investigator)

  Engineering and Physical Sciences Research Council

  1/10/06 → 1/10/10

  Project: Research

• EFFICIENT FIRST-ORDER PROBABILISTIC MODELS FOR INFERENCE AND LEARNING

  Flach, P. A. (Principal Investigator)

  Engineering and Physical Sciences Research Council

  1/10/00 → 1/10/03

  Project: Research

• COSC RQ8255 (SOL-EU-NET) DATA MINING AND DECISION SUPPORT FOR BUSINESS COMPETIVENESS

  Flach, P. A. (Principal Investigator)

  1/01/00 → 1/01/03

  Project: Research

• (METAL) A META LEARNING ASSISTANT FOR PROVIDING USER SUPPORT IN MACHINE LEARNING AND DATA MINING

  Flach, P. A. (Principal Investigator)

  1/12/98 → 1/06/02

  Project: Research

• INDUCTIVE LOGIC PROGRAMMING NETWORK OF EXCELLENCE ILPNET2

  Flach, P. A. (Principal Investigator)

  1/09/98 → 1/09/02

  Project: Research

• INDUCTION OF FIRST ORDER RULES AND CONSTRAINTS FOR KNOWLEDGE DISCOVERY

  Flach, P. A. (Principal Investigator)

  1/04/98 → 1/04/00

  Project: Research

• EP 20237 INDUCTIVE LOGIC PROGRAMMING II (ILPII)

  Flach, P. A. (Principal Investigator)

  1/01/96 → 1/01/99

  Project: Research