The number appears to refer to several distinct academic and technical documents. To provide the most helpful informative paper, I have summarized the two most prominent topics associated with this identifier: Time Series Forecasting using Chaos Theory and the "Illusory Consensus Effect" in psychology.
: The study found that simply hearing a claim multiple times makes people believe that a wider consensus exists for that claim, even if they only heard it from a single source. 124533
A significant academic paper, "Chaos theory meets deep learning: A new approach to time series forecasting" (published in Expert Systems with Applications , Volume 255, Article 124533 ), explores the intersection of non-linear dynamics and artificial intelligence. The number appears to refer to several distinct
: By using chaos-based feature extraction before feeding data into neural networks, the accuracy of long-term predictions in complex fields like economics, weather, and engineering is significantly improved. 2. The Illusory Consensus Effect A significant academic paper, "Chaos theory meets deep
: This "illusory consensus" helps explain how misinformation spreads; repetition alone can make an idea feel like "common knowledge," leading individuals to overestimate how much of the population actually agrees with it. Other Technical References
1. Chaos Theory and Deep Learning in Time Series Forecasting
