Energy Consumption Synthesis through Time-Series Image Representation: A GAN-Based Approach

Time-series forecasting is a longstanding problem, continually evolving with new methodologies. A significant portion of today's data consists of timestamped measurements, such as stock prices, medical monitoring, application logs, weather records, and energy consumption data. Most deep-learnin...

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Bibliographic Details
Main Author: Kalliala, Karri Hermanni
Other Authors: Faculty of Information Technology, Informaatioteknologian tiedekunta, University of Jyväskylä, Jyväskylän yliopisto
Format: Master's thesis
Language:eng
Published: 2024
Subjects:
Online Access: https://jyx.jyu.fi/handle/123456789/95942