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Manuel Gil-Martín

Observed names: Gil Martín, Manuel, Gil-Martín, Manuel, Manuel Gil-Martin
ORCID: 0000-0002-4285-6224
Observed ORCID: 0000-0002-4285-6224
OpenAlex ID: A5058484271
Classification of epileptic EEG recordings using signal transforms and convolutional neural networks
2019 · Rubén San-Segundo, Manuel Gil-Martín, et al. · Computers in Biology and Medicine · 178
Parkinson’s Disease Detection from Drawing Movements Using Convolutional Neural Networks
2019 · Manuel Gil-Martín, Juan Manuel Montero, et al. · Electronics · 151
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Robust Human Activity Recognition using smartwatches and smartphones
2018 · Rubén San-Segundo, Henrik Blunck, et al. · Engineering Applications of Artificial Intelligence · 104
Human Stress Detection With Wearable Sensors Using Convolutional Neural Networks
2022 · Manuel Gil-Martin, Ruben San-Segundo, et al. · IEEE Aerospace and Electronic Systems Magazine · 82
Improving physical activity recognition using a new deep learning architecture and post-processing techniques
2020 · Manuel Gil-Martín, Rubén San-Segundo, et al. · Engineering Applications of Artificial Intelligence · 63
Human activity recognition adapted to the type of movement
2020 · Manuel Gil-Martín, Rubén San-Segundo, et al. · Computers & Electrical Engineering · 33
Time Analysis in Human Activity Recognition
2021 · Manuel Gil-Martín, Rubén San-Segundo, et al. · Neural Processing Letters · 26
Guided Spatial Transformers for Facial Expression Recognition
2021 · Cristina Luna-Jiménez, Jorge Cristóbal-Martín, et al. · Applied Sciences · 22
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Interpreting Sign Language Recognition using Transformers and MediaPipe Landmarks
2023 · Cristina Luna-Jiménez, Manuel Gil-Martín, et al. · INTERNATIONAL CONFERENCE ON MULTIMODAL INTERACTION · 20
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Hand Gesture Recognition Using MediaPipe Landmarks and Deep Learning Networks
2025 · Manuel Gil-Martín, Marco Marini, et al. · International Conference on Agents and Artificial Intelligence (ICAART) · 17
Scoring Performance on the Y-Balance Test Using a Deep Learning Approach
2021 · Manuel Gil-Martín, William Johnston, et al. · Sensors · 12
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Reducing the Impact of Sensor Orientation Variability in Human Activity Recognition Using a Consistent Reference System
2023 · Manuel Gil-Martín, Javier López-Iniesta, et al. · Sensors · 11
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Robust Biometrics from Motion Wearable Sensors Using a D-vector Approach
2020 · Manuel Gil-Martín, Rubén San-Segundo, et al. · Neural Processing Letters · 11
LLM-Driven Multimodal Fusion for Human Perception Analysis
2024 · Sergio Esteban-Romero, Iván Martín-Fernández, et al. · 10
Signal and Visual Approaches for Parkinson's Disease Detection from Spiral Drawings
2023 · Manuel Gil-Martín, Cristina Luna-Jiménez, et al. · Proceedings of the Northern Lights Deep Learning Workshop · 10
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Improving Hand Pose Recognition Using Localization and Zoom Normalizations over MediaPipe Landmarks
2023 · Miguel Ángel Remiro, Manuel Gil-Martín, et al. · International Electronic Conference on Sensors and Applications (ECSA) · 9
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Larger Encoders, Smaller Regressors: Exploring Label Dimensionality Reduction and Multimodal Large Language Models as Feature Extractors for Predicting Social Perception
2024 · Iván Martín-Fernández, Sergio Esteban-Romero, et al. · 8
A dataset of synthetic art dialogues with ChatGPT
2024 · Manuel Gil-Martín, Cristina Luna-Jiménez, et al. · Scientific Data · 8
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Evaluating emotional and subjective responses in synthetic art-related dialogues: A multi-stage framework with large language models
2024 · Cristina Luna-Jiménez, Manuel Gil-Martín, et al. · Expert Systems with Applications · 8
Sign Language Dataset for Automatic Motion Generation
2023 · María Villa-Monedero, Manuel Gil-Martín, et al. · Journal of Imaging · 8
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Dual Leap Motion Controller 2: A Robust Dataset for Multi-view Hand Pose Recognition
2024 · Manuel Gil-Martín, Marco Raoul Marini, et al. · Scientific Data · 7
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Human Activity Recognition Based on Deep Learning Techniques
2019 · Manuel Gil-Martín, Marcos Sánchez-Hernández, et al. · International Electronic Conference on Sensors and Applications (ECSA) · 7
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Synthesizing Olfactory Understanding: Multimodal Language Models for Image–Text Smell Matching
2025 · Sergio Esteban-Romero, Iván Martín-Fernández, et al. · Symmetry · 6
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Transformer-Based Prediction of Hospital Readmissions for Diabetes Patients
2025 · Jorge García-Mosquera, María Villa-Monedero, et al. · Electronics · 6
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Parameter-Efficient Adaptation of Large Vision—Language Models for Video Memorability Prediction
2025 · Iván Martín-Fernández, Sergio Esteban-Romero, et al. · Sensors · 5
Works count: 59
Citation count: 867
H-index: 11
I10-index: 15
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