Jorge M. Santos

Polytechnic Institute of Porto — Portugal

Computer Science · Physical Sciences

12h-index912citations71works1.82yr avg
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Research Topics

Semantic Web and Ontologies(13), Neural Networks and Applications(13), AI-based Problem Solving and Planning(7), Domain Adaptation and Few-Shot Learning(7), Face and Expression Recognition(5)

Publications71 total

Optimizing Commercial Teams and Territory Design Using a Mathematical Model Based on Clients’ Values: A Case Study in Canada
Mathematics·2025Open Access
Article Review on: Seeing in Body Using Wearable Electronics
SSRN Electronic Journal·2025Open Access
Fecal Microbiota Transplantation Modulates Gut Microbiome Composition and Glial Signaling in Brain and Colon of Rats with Neuropathic Pain: Evidence for Microbiota-Gut-Brain Axis
The Journal of Frailty & Aging·2024· 7 citedOpen Access
Using Virtual Reality to evaluate the movements of a Soft Robot
2024
Evolving Urban Landscapes
Lecture notes in computer science·2023
Lesion Volume Quantification Using Two Convolutional Neural Networks in MRIs of Multiple Sclerosis Patients
Diagnostics·2022· 24 citedOpen Access
Quantification of Brain Lesions in Multiple Sclerosis Patients using Segmentation by Convolutional Neural Networks
2020· 7 cited
Skull Extraction for Quantification of Brain Volume in Magnetic Resonance Imaging of Multiple Sclerosis Patients
World Academy of Science, Engineering and Technology, International Journal of Biomedical and Biological Engineering·2020· 1 cited
Stacked Denoising Autoencoders and Transfer Learning for Immunogold\n Particles Detection and Recognition
arXiv (Cornell University)·2017Open Access
Stacked Denoising Autoencoders and Transfer Learning for Immunogold Particles Detection and Recognition
arXiv (Cornell University)·2017Open Access
Distribution-Based Categorization of Classifier Transfer Learning
arXiv (Cornell University)·2017Open Access
The Master Degree on Applied Mathematics to Engineering and Finance, School of Engineering, Polytechnic of Porto
Mathematics in industry·2017
High-Content Analysis of Breast Cancer Using Single-Cell Deep Transfer Learning
SLAS DISCOVERY·2016· 70 citedOpen Access
Detection and Quantification of Neuron’s Cellular Bodies in C. elegans
Journal of Image and Graphics·2016· 2 cited
Transfer Learning for the Recognition of Immunogold Particles in TEM Imaging
Lecture notes in computer science·2015· 6 cited
Deep Transfer Learning Ensemble for Classification
Lecture notes in computer science·2015· 17 cited
PROPOSTA DE AVALIAÇÃO PARA A ÁREA DE GERONTOMOTRICIDADE
Institutional Repository University of Extremadura (University of Extremadura)·2015Open Access
On sampling collection procedure effectiveness for forest soil characterization
Open Repository of the University of Porto (University of Porto)·2015· 2 citedOpen Access
Role of plasmodium translationally repressed gene products in malaria transmission
Repositório da Universidade de Lisboa (University of Lisbon)·2015Open Access
Improving Performance on Problems with Few Labelled Data by Reusing Stacked Auto-Encoders
2014· 9 cited
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Frequent Co-authors

Luı́s A. Alexandre(14), Luís M. Silva(12), Joaquim Marques de Sá(9), Carlos Ramos(8), Zita Vale(8), Chetak Kandaswamy(7), Mark J. Embrechts(4), Joaquim Marques de(4), Albino Marques(4), Telmo Amaral(3), Marcela de Oliveira(3), Maria Sheila Guimarães Rocha(3), Jaime S. Cardoso(3), Paulo Noronha Lisboa‐Filho(3), Ana Madureira(3), Bruno Cunha(3), Samuel Gomes(3), Ivo Pereira(3), Manuel Cruz(3), Nuno Cruz(3)