Andrés Pérez-Uribe

HES-SO Vaud — Switzerland

Computer Science · Physical Sciences

18h-index1.0kcitations67works0.52yr avg
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Research Topics

Evolutionary Algorithms and Applications(16), Neural Networks and Applications(13), Modular Robots and Swarm Intelligence(13), Reinforcement Learning in Robotics(10), Cellular Automata and Applications(8)

Publications67 total

Evaluating the role of human and environmental factors causing the distribution of invasive plant species in the cantons of Vaud and Neuchâtel in Switzerland
AGILE GIScience Series·2025Open Access
Unveiling the Potential of Synthetic Data in Sports Science: A Comparative Study of Generative Methods
Lecture notes in computer science·2024· 1 cited
Diving into Supraglacial Lakes Detection: a Deep Semantic Segmentation Approach
2023· 1 citedOpen Access
Enhancing Hand and Object Detection for Monitoring Patients with Upper-Limb Impairment: A Study on the Impact of Input Size in Foundation Models
2023· 1 citedOpen Access
Depth Estimation for Egocentric Rehabilitation Monitoring Using Deep Learning Algorithms
Applied Sciences·2022· 7 citedOpen Access
DeepWriteSYN: On-Line Handwriting Synthesis via Deep Short-Term Representations
Proceedings of the AAAI Conference on Artificial Intelligence·2021Open Access
Learning Image Segmentation from Few Annotations
Lecture notes in computer science·2021· 1 cited
Discovery of an immunotranscriptomics signature in blood for early colorectal cancer detection
Annals of Oncology·2019
Benchmarking deep classifiers on mobile devices for vision-based transportation recognition
2019· 7 citedOpen Access
DCGAN Model Used To Generate Body Gestures On a Human-Humanoid Interaction System
2019· 1 cited
Human and Machine Recognition of Transportation Modes from Body-Worn Camera Images
2019· 16 cited
DCGAN Model Used to Generate Body Gestures on a Human-Humanoid Interaction System
Communications in computer and information science·2019· 1 cited
DiscoveryTree: Relative localization based on multi-hop BLE beacons
2017· 2 cited
EvoBoids: Co-design of a physical and virtual game using Artificial Evolution
2016
Augmenting a convolutional neural network with local histograms - A case study in crop classification from high-resolution UAV imagery.
ArODES (HES-SO (https://www.hes-so.ch/))·2016· 49 cited
Augmenting a convolutional neural network with local histograms
The European Symposium on Artificial Neural Networks·2016
Naturalistic Recognition of Activities and Mood Using Wearable Electronics
IEEE Transactions on Affective Computing·2015· 23 cited
Unsupervised template discovery in activity recognition using the Gamma Growing Neural Gas algorithm
Soft Computing·2014· 1 cited
Reducing user intervention in incremental activityrecognition for assistive technologies
2013· 8 cited
Indoor Activity Recognition by Combining One-vs.-All Neural Network Classifiers Exploiting Wearable and Depth Sensors
Lecture notes in computer science·2013· 30 cited
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Frequent Co-authors

Eduardo García Sánchez(18), Héctor F. Satizábal(14), Moshe Sipper(7), Andrés Upegui(7), André Stauffer(6), Daniel Mange(5), Daniel Jiménez(5), Marco Tomassini(4), Yann Thoma(4), Marco Tomassini(4), Dario Floreano(4), Francesco Mondada(4), Daniel Roggen(4), Julien Rebetez(3), Patrick Van Damme(3), James H. Cock(3), Miguel Arturo Barreto-Sanz(3), Manuel Moreno‐Eguilaz(2), Jordi Madrenas(2), Laurent Keller(2)