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researcher

M. Fernández-Diego

3 papers hereh-index 11509 citations47 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author3

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • cs.HC2
  • cs.SE1

identity via Semantic Scholar / OpenAlex

activity
20232025
most citedReinforcement Learning-Based Framework for the Intelligent Adaptation of User Interfaces

19 citations · 24 across the 3 of their papers we have counts for

collaborators

3 papers

cs.HC2025

Integrating Human Feedback into a Reinforcement Learning-Based Framework for Adaptive User Interfaces

Daniel Gaspar-Figueiredo, Marta Fernández-Diego, Silvia Abrahão +1

Adaptive User Interfaces (AUI) play a crucial role in modern software applications by dynamically adjusting interface elements to accommodate users' diverse and evolving needs. How…

cs.HC2024★ 19 cited

Reinforcement Learning-Based Framework for the Intelligent Adaptation of User Interfaces

Daniel Gaspar-Figueiredo, Marta Fernández-Diego, Ruben Nuredini +2

Adapting the user interface (UI) of software systems to meet the needs and preferences of users is a complex task. The main challenge is to provide the appropriate adaptations at t…

cs.SE2023★ 5 cited

A Comparative Study on Reward Models for UI Adaptation with Reinforcement Learning

Daniel Gaspar-Figueiredo, Silvia Abrahão, Marta Fernández-Diego +1

Adapting the User Interface (UI) of software systems to user requirements and the context of use is challenging. The main difficulty consists of suggesting the right adaptation at…

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