Algoritmi | User | Fábio André Souto da Silva

Fábio André Souto da Silva

Fábio André Souto da Silva

At LASI

Other with PhD

Member of the CALG R&D Unit

Academic Degree

PhD

Current Position

Other at Escola de Engenharia da Universidade do Minho

Personal Webpage

http://islab.di.uminho.pt/fsilva/

Personal Email

fabiosilva@di.uminho.pt

Orcid

0000-0001-9872-7117

Researcher ID

O-3147-2015

FCT Public Key

J570181WYrxR

Ciência ID

5,72E+14

Google Scholar

About Me



Exploring Transparency in Decisions of Artificial Neural Networks for Regression

GOOD PRACTICES AND NEW PERSPECTIVES IN INFORMATION SYSTEMS AND TECHNOLOGIES, VOL 3, WORLDCIST 2024

2024 | conference-paper

Explainable Artificial Intelligence on Smart Human Mobility: A Comparative Study Approach

2023 | book-chapter

Towards Privacy-First Security Enablers for 6G Networks: The PRIVATEER Approach

Embedded Computer Systems: Architectures, Modeling, and Simulation - 23rd International Conference, SAMOS 2023, Samos, Greece, July 2-6, 2023, Proceedings

2023 | conference-paper

A Tool to Assess Students' Performance in Programming

METHODOLOGIES AND INTELLIGENT SYSTEMS FOR TECHNOLOGY ENHANCED LEARNING

2022 | conference-paper

A predictive and user-centric approach to Machine Learning in data streaming scenarios

NEUROCOMPUTING

2022 | journal-article

Applications of Virtual and Augmented Reality for Practical Application Learning with Gamification Elements

INTERACTION DESIGN AND ARCHITECTURES

2022 | journal-article

Experiments on Gamification with Virtual and Augmented Reality for Practical Application Learning

METHODOLOGIES AND INTELLIGENT SYSTEMS FOR TECHNOLOGY ENHANCED LEARNING

2022 | conference-paper

Sentiment Analysis Based on Smart Human Mobility: A Comparative Study of ML Models

BIO-INSPIRED SYSTEMS AND APPLICATIONS: FROM ROBOTICS TO AMBIENT INTELLIGENCE, PT II

2022 | conference-paper

Mobile Networks and Internet of Things Infrastructures to Characterize Smart Human Mobility

Smart Cities

2021 | journal-article

Analyzing Metrics to Understand Human Mobility Phenomena: Challenges and Solutions

Distributed Computing and Artificial Intelligence, Volume 2: Special Sessions 18th International Conference, DCAI 2021, Salamanca, Spain, 6-8 October 2021.

2021 | conference-paper

Urban Human Mobility Modelling and Prediction: Impact of Comfort and Well-Being Indicators

PROGRESS IN ARTIFICIAL INTELLIGENCE (EPIA 2021)

2021 | conference-paper

WalkingStreet: Understanding Human Mobility Phenomena Through a Mobile Application

Intelligent Data Engineering and Automated Learning - IDEAL 2021 - 22nd International Conference, IDEAL 2021, Manchester, UK, November 25-27, 2021, Proceedings

2021 | conference-paper

A gamification framework for getting residents closer to public institutions

JOURNAL OF AMBIENT INTELLIGENCE AND HUMANIZED COMPUTING

2020 | journal-article

Explainable Intelligent Environments

Ambient Intelligence - Software and Applications - 11th International Symposium on Ambient Intelligence, ISAmI 2020, L'Aquila, Italy, October 7 - 9, 2020

2020 | conference-paper

Introduction to CCSCS'20

INTELLIGENT ENVIRONMENTS 2020

2020 | conference-paper

IoT Architecture Proposal from a Survey of Pedestrian-Oriented Applications

INTELLIGENT ENVIRONMENTS 2020

2020 | conference-paper

Learning User Comfort and Well-Being Through Smart Devices

Intelligent Data Engineering and Automated Learning - IDEAL 2020 - 21st International Conference, Guimaraes, Portugal, November 4-6, 2020, Proceedings, Part I

2020 | conference-paper

Long Short-Term Memory Networks for Traffic Flow Forecasting: Exploring Input Variables, Time Frames and Multi-Step Approaches

INFORMATICA

2020 | journal-article

Mobile Networks and Internet of Things: Contributions to Smart Human Mobility

Distributed Computing and Artificial Intelligence, 17th International Conference, DCAI 2020, L'Aquila, Italy, 17-19 June 2020.

2020 | conference-paper

Optimising User Experience with Conversational Interface

INTELLIGENT ENVIRONMENTS 2020

2020 | conference-paper

Representing Human Mobility Patterns in Urban Spaces

INTELLIGENT ENVIRONMENTS 2020

2020 | conference-paper

Sleep Performance and Physical Activity Estimation from Multisensor Time Series Sleep Environment Data

Ambient Intelligence - Software and Applications - 11th International Symposium on Ambient Intelligence, ISAmI 2020, L'Aquila, Italy, October 7 - 9, 2020

2020 | conference-paper

TMSA: Participatory Sensing Based on Mobile Phones in Urban Spaces

Intelligent Data Engineering and Automated Learning - IDEAL 2020 - 21st International Conference, Guimaraes, Portugal, November 4-6, 2020, Proceedings, Part I

2020 | conference-paper

Aprendizaje de sensorizado de entornos IoT mediante BeagleBone

Libro de actas

2019 | conference-paper

Computational sustainability and the PHESS platform: Using affective computing as social indicators

FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE

2019 | journal-article

Introduction to CCSCS’2019

Ambient Intelligence and Smart Environments

2019 | conference-paper

Multisensor Monitoring System to Establish Correlations Between Sleep Performance and Environment Data

Ambient Intelligence and Smart Environments

2019 | conference-paper

Traffic Flow Forecasting on Data-Scarce Environments Using ARIMA and LSTM Networks

2019 | book-chapter

Cloud computing environments for simulation of adaptable standardized work and electronic work instructions in industry 4.0

16th International Industrial Simulation Conference 2018, ISC 2018

2018 | conference-paper

Crowd Sensing for Urban Security in Smart Cities

Journal of Universal Computer Science

2018 | journal-article

Gamification And Affective Computing For The Improvement Of Driving Assessments

Proceedings of the Workshop on Affective Computing and Context Awareness in Ambient Intelligence (AfCAI 2018), Valencia, Spain, April 19-20, 2018.

2018 | conference-paper

Introduction to CCSCS'2018

INTELLIGENT ENVIRONMENTS 2018

2018 | conference-paper

Reinforcement Learning Based Approach for Smart Homes

INTELLIGENT ENVIRONMENTS 2018

2018 | conference-paper

Ubiquitous driving and community knowledge

Journal of Ambient Intelligence and Humanized Computing

2017 | journal-article

Collaborative Process Mapping to Improve Work Instructions and Standardized Work

Recent Advances in Information Systems and Technologies

2017 | conference-paper

Computational Sustainability for Smart City Design

2017 International Conference on Intelligent Environments (IE)

2017 | conference-paper

Developing an Ambient Intelligent-Based Decision Support System for Production and Control Planning

Intelligent Systems Design and Applications

2017 | conference-paper

Intelligent Data Metrics for Urban Driving with Data Fusion and Distributed Machine Learning

INTELLIGENT DISTRIBUTED COMPUTING X

2017 | conference-paper

Introduction to CCSCS' 2017

INTELLIGENT ENVIRONMENTS 2017

2017 | conference-paper

Gamification and the Improvement of Urban Sustainability

Ambient Intelligence and Smart Environments Series.

2016 | conference-paper

Introduction to CoSTA'2016

INTELLIGENT ENVIRONMENTS 2016

2016 | conference-paper

Monitoring Electrodermal Activity for Stress Recognition Using a Wearable

INTELLIGENT ENVIRONMENTS 2016

2016 | conference-paper

Sensorization to promote the weil-being of people and the betterment of health organizations

Applying Business Intelligence to Clinical and Healthcare Organizations

2016 | book-chapter

Context Time-Sequencing for Machine Learning and Sustainability Optimization

Intelligent Distributed Computing IX

2015 | other

Intelligible Data Metrics for Ambient Sensorization and Gamification

Intelligent Distributed Computing IX

2015 | other

Ubiquitous community driven traffic analysis

2015 International Symposium on Innovations in Intelligent SysTems and Applications (INISTA)

2015 | conference-paper

Ambient Intelligence: Experiments on Sustainability Awareness

Progress in Artificial Intelligence

2015 | other

Context-Aware Well-Being Assessment in Intelligent Environments

Ambient Intelligence - Software and Applications

2015 | other

Tracking Context-Aware Well-Being through Intelligent Environments

ADCAIJ: Advances in Distributed Computing and Artificial Intelligence Journal

2015 | journal-article

Traffic expression through ubiquitous and pervasive sensorization smart cities and assessment of driving behaviour

PECCS 2015 - 5th International Conference on Pervasive and Embedded Computing and Communication Systems, Proceedings

2015 | conference-paper

Assessing Road Traffic Expression

IJIMAI

2014 | journal-article

Establishing the Relationship between Personality Traits and Stress in an Intelligent Environment

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2014 | book

Ubiquitous Sensorization for Multimodal Assessment of Driving Patterns

Ambient Intelligence - Software and Applications

2014 | other

Ambient Sensorization for the Furtherance of Sustainability

Ambient Intelligence - Software and Applications

2013 | other

Experimental Study of the Stress Level at the Workplace Using an Smart Testbed of Wireless Sensor Networks and Ambient Intelligence Techniques

Natural and Artificial Computation in Engineering and Medical Applications

2013 | other

Gamification, Social Networks and Sustainable Environments

IJIMAI

2013 | journal-article

Information Fusion for Context Awareness in Intelligent Environments

Hybrid Artificial Intelligent Systems

2013 | other

Sensorization and Intelligent Systems in Energetic Sustainable Environments

Intelligent Distributed Computing VI

2013 | other

Social Networks Gamification for Sustainability Recommendation Systems

Distributed Computing and Artificial Intelligence

2013 | other

Credit Scoring Data for Information Asset Analysis

Soft Computing Models in Industrial and Environmental Applications, 6th International Conference SOCO 2011

2011 | other

Information asset analysis: credit scoring and credit suggestion

IJEB

2011 | journal-article

Multi-Agent System for Credit Scoring

Proceedings of the 15th Portuguese Conference on Artificial Intelligence, Multi-Agent Systems: Theory and Applications

2011 | conference-paper

Design of an application for credit scoring and client suggestion

Proceedings IASK International Conference E-ALT 2010

2010 | conference-paper

Exploring Transparency in Decisions of Artificial Neural Networks for Regression

GOOD PRACTICES AND NEW PERSPECTIVES IN INFORMATION SYSTEMS AND TECHNOLOGIES, VOL 3, WORLDCIST 2024

2024 | conference-paper

Explainable Artificial Intelligence on Smart Human Mobility: A Comparative Study Approach

2023 | book-chapter

Towards Privacy-First Security Enablers for 6G Networks: The PRIVATEER Approach

Embedded Computer Systems: Architectures, Modeling, and Simulation - 23rd International Conference, SAMOS 2023, Samos, Greece, July 2-6, 2023, Proceedings

2023 | conference-paper

A Tool to Assess Students' Performance in Programming

METHODOLOGIES AND INTELLIGENT SYSTEMS FOR TECHNOLOGY ENHANCED LEARNING

2022 | conference-paper

A predictive and user-centric approach to Machine Learning in data streaming scenarios

NEUROCOMPUTING

2022 | journal-article

Applications of Virtual and Augmented Reality for Practical Application Learning with Gamification Elements

INTERACTION DESIGN AND ARCHITECTURES

2022 | journal-article

Experiments on Gamification with Virtual and Augmented Reality for Practical Application Learning

METHODOLOGIES AND INTELLIGENT SYSTEMS FOR TECHNOLOGY ENHANCED LEARNING

2022 | conference-paper

Sentiment Analysis Based on Smart Human Mobility: A Comparative Study of ML Models

BIO-INSPIRED SYSTEMS AND APPLICATIONS: FROM ROBOTICS TO AMBIENT INTELLIGENCE, PT II

2022 | conference-paper

Mobile Networks and Internet of Things Infrastructures to Characterize Smart Human Mobility

Smart Cities

2021 | journal-article

Analyzing Metrics to Understand Human Mobility Phenomena: Challenges and Solutions

Distributed Computing and Artificial Intelligence, Volume 2: Special Sessions 18th International Conference, DCAI 2021, Salamanca, Spain, 6-8 October 2021.

2021 | conference-paper

Urban Human Mobility Modelling and Prediction: Impact of Comfort and Well-Being Indicators

PROGRESS IN ARTIFICIAL INTELLIGENCE (EPIA 2021)

2021 | conference-paper

WalkingStreet: Understanding Human Mobility Phenomena Through a Mobile Application

Intelligent Data Engineering and Automated Learning - IDEAL 2021 - 22nd International Conference, IDEAL 2021, Manchester, UK, November 25-27, 2021, Proceedings

2021 | conference-paper

A gamification framework for getting residents closer to public institutions

JOURNAL OF AMBIENT INTELLIGENCE AND HUMANIZED COMPUTING

2020 | journal-article

Explainable Intelligent Environments

Ambient Intelligence - Software and Applications - 11th International Symposium on Ambient Intelligence, ISAmI 2020, L'Aquila, Italy, October 7 - 9, 2020

2020 | conference-paper

Introduction to CCSCS'20

INTELLIGENT ENVIRONMENTS 2020

2020 | conference-paper

IoT Architecture Proposal from a Survey of Pedestrian-Oriented Applications

INTELLIGENT ENVIRONMENTS 2020

2020 | conference-paper

Learning User Comfort and Well-Being Through Smart Devices

Intelligent Data Engineering and Automated Learning - IDEAL 2020 - 21st International Conference, Guimaraes, Portugal, November 4-6, 2020, Proceedings, Part I

2020 | conference-paper

Long Short-Term Memory Networks for Traffic Flow Forecasting: Exploring Input Variables, Time Frames and Multi-Step Approaches

INFORMATICA

2020 | journal-article

Mobile Networks and Internet of Things: Contributions to Smart Human Mobility

Distributed Computing and Artificial Intelligence, 17th International Conference, DCAI 2020, L'Aquila, Italy, 17-19 June 2020.

2020 | conference-paper

Optimising User Experience with Conversational Interface

INTELLIGENT ENVIRONMENTS 2020

2020 | conference-paper

Representing Human Mobility Patterns in Urban Spaces

INTELLIGENT ENVIRONMENTS 2020

2020 | conference-paper

Sleep Performance and Physical Activity Estimation from Multisensor Time Series Sleep Environment Data

Ambient Intelligence - Software and Applications - 11th International Symposium on Ambient Intelligence, ISAmI 2020, L'Aquila, Italy, October 7 - 9, 2020

2020 | conference-paper

TMSA: Participatory Sensing Based on Mobile Phones in Urban Spaces

Intelligent Data Engineering and Automated Learning - IDEAL 2020 - 21st International Conference, Guimaraes, Portugal, November 4-6, 2020, Proceedings, Part I

2020 | conference-paper

Aprendizaje de sensorizado de entornos IoT mediante BeagleBone

Libro de actas

2019 | conference-paper

Computational sustainability and the PHESS platform: Using affective computing as social indicators

FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE

2019 | journal-article

Introduction to CCSCS’2019

Ambient Intelligence and Smart Environments

2019 | conference-paper

Multisensor Monitoring System to Establish Correlations Between Sleep Performance and Environment Data

Ambient Intelligence and Smart Environments

2019 | conference-paper

Traffic Flow Forecasting on Data-Scarce Environments Using ARIMA and LSTM Networks

2019 | book-chapter

Cloud computing environments for simulation of adaptable standardized work and electronic work instructions in industry 4.0

16th International Industrial Simulation Conference 2018, ISC 2018

2018 | conference-paper

Crowd Sensing for Urban Security in Smart Cities

Journal of Universal Computer Science

2018 | journal-article

Gamification And Affective Computing For The Improvement Of Driving Assessments

Proceedings of the Workshop on Affective Computing and Context Awareness in Ambient Intelligence (AfCAI 2018), Valencia, Spain, April 19-20, 2018.

2018 | conference-paper

Introduction to CCSCS'2018

INTELLIGENT ENVIRONMENTS 2018

2018 | conference-paper

Reinforcement Learning Based Approach for Smart Homes

INTELLIGENT ENVIRONMENTS 2018

2018 | conference-paper

Ubiquitous driving and community knowledge

Journal of Ambient Intelligence and Humanized Computing

2017 | journal-article

Collaborative Process Mapping to Improve Work Instructions and Standardized Work

Recent Advances in Information Systems and Technologies

2017 | conference-paper

Computational Sustainability for Smart City Design

2017 International Conference on Intelligent Environments (IE)

2017 | conference-paper

Developing an Ambient Intelligent-Based Decision Support System for Production and Control Planning

Intelligent Systems Design and Applications

2017 | conference-paper

Intelligent Data Metrics for Urban Driving with Data Fusion and Distributed Machine Learning

INTELLIGENT DISTRIBUTED COMPUTING X

2017 | conference-paper

Introduction to CCSCS' 2017

INTELLIGENT ENVIRONMENTS 2017

2017 | conference-paper

Gamification and the Improvement of Urban Sustainability

Ambient Intelligence and Smart Environments Series.

2016 | conference-paper

Introduction to CoSTA'2016

INTELLIGENT ENVIRONMENTS 2016

2016 | conference-paper

Monitoring Electrodermal Activity for Stress Recognition Using a Wearable

INTELLIGENT ENVIRONMENTS 2016

2016 | conference-paper

Sensorization to promote the weil-being of people and the betterment of health organizations

Applying Business Intelligence to Clinical and Healthcare Organizations

2016 | book-chapter

Context Time-Sequencing for Machine Learning and Sustainability Optimization

Intelligent Distributed Computing IX

2015 | other

Intelligible Data Metrics for Ambient Sensorization and Gamification

Intelligent Distributed Computing IX

2015 | other

Ubiquitous community driven traffic analysis

2015 International Symposium on Innovations in Intelligent SysTems and Applications (INISTA)

2015 | conference-paper

Ambient Intelligence: Experiments on Sustainability Awareness

Progress in Artificial Intelligence

2015 | other

Context-Aware Well-Being Assessment in Intelligent Environments

Ambient Intelligence - Software and Applications

2015 | other

Tracking Context-Aware Well-Being through Intelligent Environments

ADCAIJ: Advances in Distributed Computing and Artificial Intelligence Journal

2015 | journal-article

Traffic expression through ubiquitous and pervasive sensorization smart cities and assessment of driving behaviour

PECCS 2015 - 5th International Conference on Pervasive and Embedded Computing and Communication Systems, Proceedings

2015 | conference-paper

Assessing Road Traffic Expression

IJIMAI

2014 | journal-article

Establishing the Relationship between Personality Traits and Stress in an Intelligent Environment