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ENTITY Alexios N. Kafantaris

Alexios N. Kafantaris

PulseAugur coverage of Alexios N. Kafantaris — every cluster mentioning Alexios N. Kafantaris across labs, papers, and developer communities, ranked by signal.

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RECENT · PAGE 1/1 · 2 TOTAL
  1. RESEARCH · CL_128466 ·

    LLM extracts data from reviews to build fuzzy cognitive maps

    Researchers have developed a method for constructing data-driven fuzzy cognitive maps (FCMs) using local large language models. The study demonstrates how a model like Qwen2.5-32B can extract quantitative data from text…

  2. RESEARCH · CL_11490 ·

    Researchers introduce Attractor FCM, a novel gradient descent-based model with residual memory and adaptive learning.

    A new paper introduces an "attractor FCM" model, which differs from existing approaches by employing gradient descent and physics constraints. This model incorporates residual memory, backpropagation through time, and a…