from rumelhart (1977) "toward interactive model of reading"
TRANSCRIPT
From Rumelhart (1977) "Toward Interactive Model of Reading"
Graphical ModelsGraphical Models
Battery Age Alternator Fan Belt
BatteryCharge Delivered
Battery Power
Starter
Radio Lights Engine Turn Over
Gas Gauge
Gas
Fuel Pump Fuel Line
Distributor
Spark Plugs
Engine Start
Graphical ModelsGraphical Models
Battery Age Alternator Fan Belt
BatteryCharge Delivered
Battery Power
Starter
Radio Lights Engine Turn Over
Gas Gauge
Gas
Fuel Pump Fuel Line
Distributor
Spark Plugs
Engine Start
ON OFF
OK
WEAK
DEAD
Lights
Batt
ery
P
ow
er .99 .01
.20 .80
0 1
Graphical ModelsGraphical Models
Battery Age Alternator Fan Belt
BatteryCharge Delivered
Battery Power
Starter
Radio Lights Engine Turn Over
Gas Gauge
Gas
Fuel Pump Fuel Line
Distributor
Spark Plugs
Engine Start
Belief PropagationBelief Propagation
Belief PropagationBelief Propagation
Belief Propagation:Belief Propagation:What if there are loops?What if there are loops?
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Belief Propagation:Belief Propagation:What if there are loops?What if there are loops?
APPLICATIONS OFAPPLICATIONS OFBAYESIAN NETWORKSBAYESIAN NETWORKS
1.1. Medical DiagnosisMedical Diagnosis2.2. Clinical Decision SupportClinical Decision Support3.3. Complex Genetic ModelsComplex Genetic Models4.4. Crime Risk Factors AnalysisCrime Risk Factors Analysis5.5. Spatial Dynamics in GeographySpatial Dynamics in Geography6.6. Inference Problems in Forensic ScienceInference Problems in Forensic Science7.7. Conservation of a Threatened BirdConservation of a Threatened Bird8.8. Classifiers for Modelling of Mineral PotentialClassifiers for Modelling of Mineral Potential9.9. Student ModellingStudent Modelling10.10. Sensor ValidationSensor Validation11.11. An Information Retrieval SystemAn Information Retrieval System12.12. Reliability Analysis of SystemsReliability Analysis of Systems13.13. Terrorism Risk ManagementTerrorism Risk Management14.14. Credit-Rating of CompaniesCredit-Rating of Companies15.15. Classification of WinesClassification of Wines16.16. Pavement and Bridge ManagementPavement and Bridge Management17.17. Complex Industrial Process OperationComplex Industrial Process Operation18.18. Probability of Default for Large CorporatesProbability of Default for Large Corporates19.19. Risk Management in RoboticsRisk Management in Robotics