PREDICTIVE DATA ANALYSIS USING IMAGE REPRESENTATIONS OF CATEGORICAL DATA TO DETERMINE TEMPORAL PATTERNS

PREDICTIVE DATA ANALYSIS USING IMAGE REPRESENTATIONS OF CATEGORICAL DATA TO DETERMINE TEMPORAL PATTERNS

There is a need for more effective and efficient predictive data analysis solutions and/or more effective and efficient solutions for generating image representations of categorical data. In one example, embodiments comprise receiving a categorical input feature, generating an image representation o...

Ausführliche Beschreibung

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Bibliographische Detailangaben
Hauptverfasser: Bayomi, Mostafa, O'Donoghue, Kieran, Bridges, Michael, Selim, Ahmed
Format: Patent
Sprache:eng
Schlagworte:
CALCULATING
COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
COMPUTING
COUNTING
HANDLING RECORD CARRIERS
PHYSICS
PRESENTATION OF DATA
RECOGNITION OF DATA
RECORD CARRIERS
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Beschreibung
Zusammenfassung:There is a need for more effective and efficient predictive data analysis solutions and/or more effective and efficient solutions for generating image representations of categorical data. In one example, embodiments comprise receiving a categorical input feature, generating an image representation of the categorical input feature, generating an image-based prediction based at least in part on the image representation, and performing one or more prediction-based actions based at least in part on the image-based prediction.