Teacher
Gabriela Eleutério Soares

Graus

• Doctor
  Ciência da Computação
• Master
  Modelagem Matemática e Computacional
• Bachelor
  Matemática Computacional

Publicações

Artigo em revista

• 2025-02-22, Towards Rapid and Low-Cost Stroke Detection Using SERS and Machine Learning, Biosensors
• 2021, Cloud-Based Implementation of a SON Radio Resources Planning System for Mobile Networks and Integration in SaaS Metric, IEEE Access
• 2020, Cloud-Based Implementation of an Automatic Coverage Estimation Methodology for Self-Organising Network, IEEE Access
• 2019-08-02, A semi-parametric statistical test to compare complex networks, Journal of Complex Networks
• 2011-08, Emergence of synchronicity in a self-organizing spiking neuron network: an approach via genetic algorithms, Natural Computing

Artigo em conferência

• 2019, Integration of a Cloud-Based Realistic and Automatic Coverage Estimation Methodology in Metric SaaS
• 2019, Cloud-based Implementation of an Automatic Pixel-based Neighbour Identification System for Cellular Networks
• 2019, Cloud-based Implementation of a SON Automatic Planning System: a proof-of-concept for UMTS
• 2019, Cloud-based Cellular Network Planning System: Proof-of-Concept Implementation for GSM in AWS
• 2019, Assessment of Traffic Prediction Models for Mobile Communication Networks

Patente

• PREDICTIVE COMMUNICATIONS SYSTEM, US 2023/0283716 A1

Outra produção

• 2019-09, Traffic Forecast in Mobile Networks: Classification System Using Machine Learning
• 2019-09, Combining Measurements and Propagation Models for Estimation of Coverage in Wireless Networks
• 2018-11, Implementation of a Cloud-based, Traffic Aware and Energy Efficient Management of Base Stations’ Activity
• 2016-03, Construção De Detector De Estímulo Com Neurônio Pulsante Via Evolução Diferencial
• 2010-10, Emergence of Neuronal Groups on a Self-Organized Spiking Neurons Network Based on Genetic Algorithm
• 2010-09, Synthesis of frequency generator via spiking neurons network: A genetic algorithm approach
• 2010-09, Automatic fish species classification based on robust feature extraction techniques and artificial immune systems