Algoritmi | User | António José Linhares da Silva
António José Linhares da Silva
António José Linhares da Silva
At LASI
Other with MSc
Member of the CALG R&D Unit
Academic Degree
MSc
Current Position
Other at Escola de Engenharia da Universidade do Minho
Personal Webpage
Personal Email
antoniosilva9116@gmail.comOrcid
0000-0001-7075-3364Researcher ID
FCT Public Key
J6848037jjzk
Ciência ID
Google Scholar
About Me 
I have BSc at ISEP and MSc and PhD in Computing Engineering from the University of Minho in Portugal, specialising in Artificial Intelligence, Computer Vision, Machine/Deep Learning, and Data Mining. The project I liked to work on the most was CloudProphet, a service that allows users to share and synchronize files with different cloud services (Dropbox, Google Drive, OneDrive). I also publish several papers in prominent journals and conferences. In my last work, I published in Information Fusion (SCImago SJR IF (2019) 3.11, Q1 - Information Systems) the paper called "Point-cloud based 3D object detection and classification methods for self-driving applications: A survey and taxonomy" where we offer a comprehensive review of recent progress in point cloud-based deep learning methods for performing 3D object classification, 3D object localisation, 3D point cloud segmentation and object orientation classification tasks within the scope of autonomous vehicles. I was involved in a research grant with the University of Minho and Bosch, a project to develop deep learning models for detecting and identifying objects in dynamic environments using LiDAR sensing technology. Currently, I am working at CEiiA as Computer Vision and Deep Learning Engineer.
Publications (22)
A Framework for Representing, Building and Reusing Novel State-of-the-Art Three-Dimensional Object Detection Models in Point Clouds Targeting Self-Driving Applications
Sensors
2023 | journal-article
Framework for Representing, Building and Reusing Novel State-of-the-art 3D Object Detection Models in Point Clouds Targeting Self-Driving Applications
2023 | preprint
Efficient Hardware Design and Implementation of the Voting Scheme-Based Convolution
Sensors
2022 | journal-article
A Bibliometric Review and Analysis of Traffic Lights Optimization
2022 | book-chapter
Crowdsensing on Smart Cities: A Systematic Review
2022 | book-chapter
On Tuning the Particle Swarm Optimization for Solving the Traffic Light Problem
2022 | book-chapter
Survey for Big Data Platforms and Resources Management for Smart Cities
2022 | book-chapter
Sustainable and Social Energy on Smart Cities: Systematic Review
2022 | book-chapter
Traffic Light Optimization of an Intersection: A Portuguese Case Study
2022 | book-chapter
Real-Time 3D Object Detection and SLAM Fusion in a Low-Cost LiDAR Test Vehicle Setup
Sensors
2021 | journal-article
Resource-Constrained Onboard Inference of 3D Object Detection and Localisation in Point Clouds Targeting Self-Driving Applications
Sensors
2021 | journal-article
Enhancing decision making by providing a unified system for computer‐interpretable guideline management
Expert Systems
2021 | journal-article
Point-cloud based 3D object detection and classification methods for self-driving applications: A survey and taxonomy
Information Fusion
2021 | journal-article
Mapping a Clinical Case Description to an Argumentation Framework: A Preliminary Assessment
2020 | book-chapter
Providing Alternative Measures for Addressing Adverse Drug-Drug Interactions
World Conference on Information Systems and Technologies
2019 | conference-paper
A Unified System for Clinical Guideline Management and Execution
Trends and Advances in Information Systems and Technologies
2018 | conference-paper
A System for the Management of Clinical Tasks Throughout the Clinical Process with Notification Features
Agents and Multi-Agent Systems for Health Care
2017 | book-chapter
Decision support provided by a temporally oriented health care assistant
Journal of medical systems
2017 | journal-article
Developing an Ambient Intelligent-Based Decision Support System for Production and Control Planning
Intelligent Systems Design and Applications
2017 | conference-paper
Transforming medical advice into clinical activities for patient follow-up
International Conference on Practical Applications of Agents and Multi-Agent Systems
2017 | conference-paper
A Personal Assistant for Health Care Professionals Based on Clinical Protocols
New Advances in Information Systems and Technologies
2016 | book-chapter
Representing Temporal Patterns in Computer-Interpretable Clinical Guidelines
OASIcs-OpenAccess Series in Informatics
2015 | conference-paper
A Framework for Representing, Building and Reusing Novel State-of-the-Art Three-Dimensional Object Detection Models in Point Clouds Targeting Self-Driving Applications
Sensors
2023 | journal-article
Framework for Representing, Building and Reusing Novel State-of-the-art 3D Object Detection Models in Point Clouds Targeting Self-Driving Applications
2023 | preprint
Efficient Hardware Design and Implementation of the Voting Scheme-Based Convolution
Sensors
2022 | journal-article
A Bibliometric Review and Analysis of Traffic Lights Optimization
2022 | book-chapter
Crowdsensing on Smart Cities: A Systematic Review
2022 | book-chapter
On Tuning the Particle Swarm Optimization for Solving the Traffic Light Problem
2022 | book-chapter
Survey for Big Data Platforms and Resources Management for Smart Cities
2022 | book-chapter
Sustainable and Social Energy on Smart Cities: Systematic Review
2022 | book-chapter
Traffic Light Optimization of an Intersection: A Portuguese Case Study
2022 | book-chapter
Real-Time 3D Object Detection and SLAM Fusion in a Low-Cost LiDAR Test Vehicle Setup
Sensors
2021 | journal-article
Resource-Constrained Onboard Inference of 3D Object Detection and Localisation in Point Clouds Targeting Self-Driving Applications
Sensors
2021 | journal-article
Enhancing decision making by providing a unified system for computer‐interpretable guideline management
Expert Systems
2021 | journal-article
Point-cloud based 3D object detection and classification methods for self-driving applications: A survey and taxonomy
Information Fusion
2021 | journal-article
Mapping a Clinical Case Description to an Argumentation Framework: A Preliminary Assessment
2020 | book-chapter
Providing Alternative Measures for Addressing Adverse Drug-Drug Interactions
World Conference on Information Systems and Technologies
2019 | conference-paper
A Unified System for Clinical Guideline Management and Execution
Trends and Advances in Information Systems and Technologies
2018 | conference-paper
A System for the Management of Clinical Tasks Throughout the Clinical Process with Notification Features
Agents and Multi-Agent Systems for Health Care
2017 | book-chapter
Decision support provided by a temporally oriented health care assistant
Journal of medical systems
2017 | journal-article
Developing an Ambient Intelligent-Based Decision Support System for Production and Control Planning
Intelligent Systems Design and Applications
2017 | conference-paper
Transforming medical advice into clinical activities for patient follow-up
International Conference on Practical Applications of Agents and Multi-Agent Systems
2017 | conference-paper
A Personal Assistant for Health Care Professionals Based on Clinical Protocols
New Advances in Information Systems and Technologies
2016 | book-chapter
Representing Temporal Patterns in Computer-Interpretable Clinical Guidelines
OASIcs-OpenAccess Series in Informatics
2015 | conference-paper
