Fernando Bação

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Portugal

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Professors in Portugal Professors in Biostatistics Biostatistics professors in Portugal

Recent Grants

Grant: Close

MapIntel - Plataforma de Análise Visual Interactiva para Inteligência Competitiva

Open Date: 2020-01-01

Close Date: 2022-12-01

Grant: Close

Rede de sensores combinada com modelação da propagação do fogo integrado num sistema de apoio à decisão para o combate a incêndios florestais.

Open Date: 2019-02-01

Close Date: 2022-01-01

Grant: Close

IPSTERS - Sistema de Reconhecimento Terrestre do IPSentinel

Open Date: 2019-01-01

Close Date: 2021-01-01

Grant: Close

LANDYN - Alterações de uso e ocupação do solo em Portugal Continental: caracterização, forças motrizes e cenários futuros

Open Date: 2010-04-01

Close Date: 2014-03-01

Grant: Close

GeoSOM - Geographical Self-Organizing Map

Open Date: 2005-08-01

Close Date: 2008-02-01

Articles (26)

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Collaborators (2)

Nuno Antonio

Assistant Professor (invited)

PORTUGAL

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João Fonseca

Invited Assistant Professor

Universidade de Lisboa Instituto Superior de Economia e Gestão

PORTUGAL

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Fernando Bação

Research Interests

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Recent Grants

Articles (26)

Using genetic programming to improve data collection for offline reinforcement learning

Precise detection of structural variations in wheat genomes based on deep learning

Weighted adaptive active transfer learning for imbalanced multi-object classification in construction site imagery

Research on Structural Variation Detection Methods of Wheat Genome Based on Deep Learning

Unveiling legal complexity: a systematic review on the visual analytics of legal corpora

BDMFuse

Effectiveness in retrieving legal precedents: exploring text summarization and cutting-edge language models toward a cost-efficient approach

Counterfactual synthetic minority oversampling technique: solving healthcare’s imbalanced learning challenge

Balancing Act

Textual similarity for legal precedents discovery

WSMOTER

UMAP-SMOTENC

Research on the Identification of Wheat Fusarium Head Blight Based on Multispectral Remote Sensing from UAVs

A cross-chain access control mechanism based on blockchain and the threshold Paillier cryptosystem

Triplet extraction leveraging sentence transformers and dependency parsing

Topic Modeling

<scp>MapIntel</scp>: A visual analytics platform for competitive intelligence

Geometric SMOTE for imbalanced datasets with nominal and continuous features

The Discriminants of Long and Short Duration Failures in Fulfillment Sortation Equipment: A Machine Learning Approach

Apple Surface Defect Detection Method Based on Weight Comparison Transfer Learning with MobileNetV3

Improving Active Learning Performance through the Use of Data Augmentation

Brand Valuation: Recognizing the brands as strategical assets in the balance sheet of the companies

Improving the quality of predictive models in small data GSDOT: A new algorithm for generating synthetic data

How Does Gender Moderate Customer Intention of Shopping via Live-Streaming Apps during the COVID-19 Pandemic Lockdown Period?

G-SOMO: An oversampling approach based on self-organized maps and geometric SMOTE

Increasing the Effectiveness of Active Learning: Introducing Artificial Data Generation in Active Learning for Land Use/Land Cover Classification

Collaborators (2)

Nuno Antonio

João Fonseca

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