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João Tavares

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Full Professor

Universidade do Porto Faculdade de Engenharia

Portugal

Research Interests

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About

João Tavares is a Full Professor at Universidade do Porto Faculdade de Engenharia, Portugal. His research areas include intelligent transportation systems, deep learning applications in healthcare, and advanced materials for microwave technology. Recent publications highlight his work on traffic state prediction using deep reinforcement learning models and classifying dental conditions from medical reports and radiographs.

Recent Grants

Grant: Close

Development of a 3D laser cutting tube processing equipmen

Open Date: 2021-03-01

Close Date: 2023-05-31

Grant: Close

Laboratório Associado de Energia, Transportes e Aeronáutica

Open Date: 2020-01-01

Close Date: 2023-12-31

Grant: Close

Safe Cities Innovation to Build Safe Cities

Open Date: 2019-04-01

Close Date: 2022-03-01

Grant: Close

Safe Cities – Innovation to Build Safe Cities

Open Date: 2019-04-01

Close Date: 2022-03-01

Grant: Close

Uma abordagem biomecânica para melhorar o parto

Open Date: 2018-06-01

Close Date: 2022-05-31

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Collaborators (10)

António Lopes

Professor Catedrático

University of Porto

PORTUGAL

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Giuseppe Placidi

Professore Associato

University of L'Aquila

ITALY

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Filipe Gonçalo Andrade da Silva

Professor Adjunto

Instituto Superior Politécnico Gaya

PORTUGAL

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António Ramos Silva

Professor Auxiliar

Universidade do Porto Faculdade de Engenharia

PORTUGAL

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Pedro Miguel Moreira

Professor Coordenador

Instituto Politécnico de Leiria Escola Superior de Tecnologia e Gestão

PORTUGAL

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Marta Campos Ferreira

University of Porto

PORTUGAL

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Matteo Polsinelli

University of Salerno

ITALY

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José Machado

Professor Auxiliar

Universidade do Porto Faculdade de Engenharia

PORTUGAL

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Omar Ali Beg

Department Chair and Associate Professor

The University of Texas of the Permian Basin

UNITED STATES

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ayesha sohail

University of Sydney

AUSTRALIA

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João Tavares

Research Interests

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About

Recent Grants

Articles (40)

Two-stage acoustic event detection and classification for horn signals in urban scenarios: Comparing VGGish, YAMNet and Mel spectrogram approaches with mRMR feature selection

Mel-based feature extraction for acoustic event detection and classification: A systematic review and research roadmap

Deep Learning-Based Acoustic Event Detection and Classification Using Cochleogram Images

Cross-Dataset Benchmarking of Deep Learning Models for Surface Defect Classification in Metal Parts

Optical flow for human activity recognition: A systematic review from classical methods to deep learning

Structuring Variability in Human Gait Datasets: A Covariate-Centered Taxonomy and Systematic Review of Image- and Depth-Based Collections

Deep learning for lumbar spine segmentation in magnetic resonance imaging—A systematic review

Hybrid Skeleton-Based Motion Templates for Cross-View and Appearance-Robust Gait Recognition

Multi‐Step Ahead Traffic State Prediction Using a Stochastic Residual Long Short‐Term Memory and Temporal Dilated Attention Mechanism

A survey on multi-modal and weakly supervised approaches for robust anomaly detection in video data

An Actor–Critic-based adapted Deep Reinforcement Learning model for multi-step traffic state prediction

Enhancing intelligent transportation systems with a more efficient model for long-term traffic predictions based on an attention mechanism and a residual temporal convolutional network

A holistic approach for classifying dental conditions from textual reports and panoramic radiographs

Optimization of Microwave Dielectric Properties of (100‐X)BaBi4Ti4O15 – (X)Nb2O5 Composites for Microwave

A scalable gait acquisition and recognition system with angle-enhanced models

Land Cover Classification Model Using Multispectral Satellite Images Based on a Deep Learning Synergistic Semantic Segmentation Network

Deep learning methods to detect Alzheimer's disease from MRI: A systematic review

Enhancing Diabetic Foot Ulcer Classification Through Fine-Tuned Multilevel CNN

Road Traffic Events Monitoring Using a Multi-Head Attention Mechanism-Based Transformer and Temporal Convolutional Networks

An Image Analysis Algorithm for Measuring Flank Wear in Coated End-Mills

Background

A Hybrid Hierarchical Mathematical Heuristic Solution of Sparse Algebraic Equations in Sentiment Analysis

A Feature-Reduction Scheme Based on a Two-Sample t-Test to Eliminate Useless Spectrogram Frequency Bands in Acoustic Event Detection Systems

Feature Extraction Based on Local Histogram with Unequal Bins and a Recurrent Neural Network for the Diagnosis of Kidney Diseases from CT Images

Hybrid time-spatial video saliency detection method to enhance human action recognition systems

Image Analysis Techniques Applied in the Drilling of a Carbon Fibre Reinforced Polymer and Aluminium Multi-Material to Assess the Delamination Damage

Detecting the Sigma Phase in Duplex Stainless Steel by Magnetic Noise and First Harmonic Analysis

A Machine Learning Approach for Predicting and Mitigating Pallet Collapse during Transport: The Case of the Glass Industry

Novel sound event and sound activity detection framework based on intrinsic mode functions and deep learning

Effects of Contaminations on Electric Arc Behavior and Occurrence of Defects in Wire Arc Additive Manufacturing of 316L-Si Stainless Steel

HYBRID ALGORITHM FOR THE CLASSIFICATION OF FRACTAL DESIGNS AND IMAGES

Ductile Fracture Behavior of ASTM A516 Gr.70 Pressure Vessel Steel by ASTM and ISO Fracture Toughness Standards

A citywide TD‐learning based intelligent traffic signal control for autonomous vehicles: Performance evaluation using SUMO

A customized residual neural network and bi-directional gated recurrent unit-based automatic speech recognition model

A corneal ulcer segmentation approach using U-Net and stepwise fine-tuning

Application of Digital Image Processing Techniques to Detect Through-Thickness Crack in Hole Expansion Test

A Hierarchical modified AV1 codec for compression cartesian form of holograms in holo and object planes

Influence on Pitting Corrosion Resistance of AISI 301LN and 316L Stainless Steels Subjected to Cold-Induced Deformation

Hand Tracking and Gesture Recognition by Multiple Contactless Sensors: A Survey

Load Frequency Control Assessment of a PSO-PID Controller for a Standalone Multi-Source Power System

Collaborators (10)

António Lopes

Giuseppe Placidi

Filipe Gonçalo Andrade da Silva

António Ramos Silva

Pedro Miguel Moreira

Marta Campos Ferreira

Matteo Polsinelli

José Machado

Omar Ali Beg

ayesha sohail

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