most citedFISformer: Replacing Self-Attention with a Fuzzy Inference System in Transformer Models for Time Series Forecasting

2 citations · 2 across the 1 of their papers we have counts for

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cs.LG2026★ 2 cited

FISformer: Replacing Self-Attention with a Fuzzy Inference System in Transformer Models for Time Series Forecasting

Bulent Haznedar, Levent Karacan

Transformers have achieved remarkable progress in time series forecasting, yet their reliance on deterministic dot-product attention limits their capacity to model uncertainty and…