September 7, 2021 |
8:45-9:00 |
Welcome |
9:00-9:15 |
|
9:15-10:15 |
Keynote Speaker: Virginia Dignum Responsible AI: from principles to action
|
10:15-10:30 |
Coffee Break |
10:30-11:50 |
|
| 10:30-10:50 |
Deep neural network architectures for Speech Deception Detection: a brief survey
Andrey Herchonvicz and Rafael Santiago
|
| 10:50-11:10 |
3DSRASG: 3D Scene Retrieval and Augmentation using Semantic Graphs
Shreya Kumar, Vallikannu Chockalingam, Sharadha Srinivasan and Chitrakala S
|
| 11:10-11:30 |
Revisiting ``Recurrent World Models Facilitate Policy Evolution''
Bernardo Esteves and Francisco Melo
|
| 11:30-11:50 |
Deep Neural Networks for Approximating Stream Reasoning with C-SPARQL
Ricardo Ferreira, Carolina Lopes, Ricardo Gonçalves, Matthias Knorr, Ludwig Krippahl and João Leite
|
10:30-11:45 |
Paulo Novais -– University of Minho -- LASI/ALGORITMI
Ana Paiva –- University of Lisbon -- INESC-ID
Vasco Vinhas –- EZ4U
Sílvio Macedo -- Xarevision
|
11:50-12:05 |
Coffee Break |
12:05-12:45 |
|
| 12:05-12:25 |
Minimising Customer Times in Multi-Depot Pickup and Delivery Problems
Martin Aleksandrov
|
| 12:25-12:45 |
Solving a Bilevel Problem with
Station Locationand Vehicle Routing using Variable Neighborhood Descent
and Ant Colony Optimization
Marcos R. C. O. Leite, Heder Soares Bernardino and Luciana Brugiolo Gonçalves
|
12:45-14:00 |
Lunch |
14:00-15:00 |
Keynote Speaker: Shimon Whiteson Factored Value Functions for Cooperative Multi-Agent Reinforcement Learning
|
15:00-15:15 |
Coffee Break |
15:15-16:35 |
|
| 15:15-15:35 |
A Reputation Score Proposal for Online Video Platforms
David Garcia-Retuerta, Roberto Casado-Vara, Diego Valdeolmillos and Juan M. Corchado
|
| 15:35-15:55 |
A Reinforcement Learning Approach to Improve User Achievement of Health-Related Goals
Diogo Martinho, João Carneiro, José Neves, Paulo Novais, Juan Corchado and Goreti Marreiros
|
| 15:55-16:15 |
Urban Human Mobility modelling and prediction: Impact of Comfort and Well-Being Indicators
Luís Rosa, Cesar Analide and Fábio Silva
|
| 16:15-16:35 |
Comparison of Transfer Learning Behavior in Violence Detection with different Public Datasets
Dalila Durães, Flavio Santos, Francisco Marcondes and José Machado
|
15:15-16:35 |
|
| 15:15-15:35 |
CyberPolice: Classification of Cyber Sexual Harassment
Priyam Basu, Tiasa Singha Roy, Soham Tiwari and Saksham Mehta
|
| 15:35-15:55 |
Neural Text Categorization with Transformers for learning Portuguese as a Second Language
Rodrigo Santos, João Rodrigues, António Branco and Rui Vaz
|
| 15:55-16:15 |
Profiling NMT Self-Learning with Back-Translation
Rodrigo Santos, João Silva and António Branco
|
| 16:15-16:35 |
Application of Data Augmentation techniques for Hate Speech Detection with Deep Learning
Lígia I. Venturott and Patrick M. Ciarelli
|
16:35-16:45 |
Coffee Break |
16:45-18:00 |
Hélder Coelho
João Pavão Martins
José Maia Neves
Eugénio Oliveira
|
September 8, 2021 |
9:00-10:00 |
Keynote Speaker: Lucia Specia Multimodal Simultaneous Machine Translation
|
10:00-10:15 |
Coffee Break |
10:15-11:15 |
|
| 10:15-10:35 |
Exploiting Symmetry in Human Robot-Assisted Dressing using Reinforcement Learning
Pedro Ildefonso, Pedro Remédios, Rui Silva, Miguel Vasco, Francisco Melo, Ana Paiva and Manuela Veloso
|
| 10:35-10:55 |
I2SL: learn how to swarm autonomous quadrotors using Iterative Imitation Supervised Learning
Omar Shrit and Michèle Sebag
|
| 10:55-11:15 |
Neural network classifier and robotic manipulation for an autonomous industrial cork feeder
André Salgueiro, Sofia Santos, Artur Pereira, Nuno
Lau, José Luís Azevedo, Bernardo Cunha, Paulo Lopes, Eurico Pedrosa and
Tiago Gomes
|
10:15-11:30 |
Alípio Jorge –- University of Porto -– INESC-TEC
Penousal Machado -– University of Coimbra -– LASI/CISUC
Luís Sarmento -- Inductiva
Victor Carvalho -- Optimizer
|
11:15-11:30 |
Coffee Break |
11:30-12:30 |
|
| 11:30-11:50 |
NOPL - Notification Oriented Programming Language - A new Language, and its application to program a robotic soccer team
João Fabro, Leonardo Araujo Santos, Matheus Diniz de Freitas, Adriano Francisco Ronszcka and Jean Marcelo Simão
|
| 11:50-12:10 |
Compound Movement Recognition using Dynamic Movement Primitives
Ali H. Kordia and Francisco S. Melo
|
| 12:10-12:30 |
Metaheuristics for the Robot Part Sequencing and Allocation Problem with Collision Avoidance
Marco Croucamp and Jacomine Grobler
|
12:30-14:00 |
Lunch |
14:00-15:00 |
|
| 14:00-14:20 |
Optimizing Energy Consumption of Household Appliances using PSO and GWO
Inês Tavares, José Ameida, João Soares, Sérgio Ramos and Zita Vale
|
| 14:20-14:40 |
Metaheuristics for Optimal Scheduling of Appliances in Energy Efficient Neighbourhoods
Amaia Alfageme and Iker Esnaola-Gonzalez
|
| 14:40-15:00 |
Multitask Learning for Predicting Natural Flows: a Case Study at Paraiba do Sul River, Brazil
Gabriel Dias, Leticia Pires, Luciana Campos and Leonardo Goliatt
|
14:00-15:00 |
|
| 14:00-14:20 |
Generalised Partial Association in Causal Rules Discovery
Ana Nogueira, Carlos Ferreira, João Gama and Alberto Pinto
|
| 14:20-14:40 |
Dynamic Topic Modeling using Social Network Analytics
Shazia Tabassum, João Gama, Paulo Azevedo, Carlos Martins, André Martins and Luis Teixeira
|
| 14:40-15:00 |
Imbalanced Learning in Assessing the Risk of Corruption in Public Administration
Marcelo Vasconcelos, Ricardo Chaim and Luís Cavique
|
15:00-15:15 |
Coffee Break |
15:15-15:55 |
|
| 15:15-15:35 |
PV Generation Forecasting Model for Energy Management in Buildings
Brigida Teixeira, Tiago Pinto, Pedro Faria and Zita Vale
|
| 15:35-15:55 |
Automatic evolutionary settings of machine learning methods for buildings' thermal loads prediction
Gisele Goulart Tavares, Leonardo Goliatt da Fonseca and Priscila Capriles Goliatt
|
15:15-15:55 |
|
| 15:15-15:35 |
Modelling voting behaviour during a general election campaign using dynamic Bayesian networks
Patrício Costa, Ana Rita Nogueira and João Gama
|
| 15:35-15:55 |
ESTHER: A Recommendation System for Higher Education Programs
Bruno Mota da Silva and Claudia Antunes
|
15:55-16:10 |
Coffee Break |
16:10-17:30 |
|
| 16:10-16:30 |
Aiding clinical triage with text classification
Rute Veladas, Hua Yang, Paulo Quaresma, Teresa
Gonçalves, Renata Vieira, Catia Sousa Pinto, Ricardo Vicente, João Pedro
Martins, João Oliveira and Maria Cortes Ferreira
|
| 16:30-16:50 |
A web-based telepsychology platform prototype using Cloud Computing and Deep Learning tools
Diego Pérez-Hernández, Nieves Pavon-Pulido, Juan Antonio López-Riquelme and Jorge Feliu-Batlle
|
| 16:50-17:10 |
Detecting, Predicting, and Preventing Driver Drowsiness with Wrist-Wearable Devices
Cláudia Rodrigues, Brígida Mónica Faria and Luís Paulo Reis
|
| 17:10-17:30 |
The evolution of Artificial Intelligence in Medical Informatics: a bibliometric analysis
Bruno Penteado, Marcelo Fornazin and Leonardo Castro
|
16:10-17:30 |
|
| 16:10-16:30 |
Autonomous Robot Visual-only Guidance in Agriculture using Vanishing Point Estimation
José Sarmento, André Silva Aguiar, Filipe Neves dos Santos and Armando Jorge Sousa
|
| 16:30-16:50 |
Terrace Vineyards Detection from UAV Imagery Using Machine Learning: A Preliminary Approach
Nuno Figueiredo, Luís Pádua, Joaquim Sousa and António Sousa
|
| 16:50-17:10 |
Tomato Detection Using Deep Learning For Robotics Application
Tiago Cerveira Padilha, Germano Moreira, Sandro A. Magalhães, Filipe Neves dos Santos, Mário Cunha and Miguel Oliveira
|
| 17:10-17:30 |
Predicting Predawn Leaf Water Potential up to seven days using Machine Learning
Ahmed Fares, Fabio Vasconcelos, João Moreira and Carlos Ferreira
|
17:30-19:00 |
|
September 9, 2021 |
9:00-10:00 |
Keynote Speaker: Fredrik Heintz
|
10:00-10:15 |
Coffee Break |
10:15-11:35 |
|
| 10:15-10:35 |
The DeepONets for finance: An approach to calibrate the Heston Model
Igor Leite, Leonardo Goliatt and João Yamim
|
| 10:35-10:55 |
Faster than LASER - Towards Stream Reasoning with Deep Neural Networks
João Ferreira, Diogo Lavado, Ricardo Gonçalves, Matthias Knorr, Ludwig Krippahl and João Leite
|
| 10:55-11:15 |
Automatic Cluster Labeling Based on Regression Error Analysis
Lúcia Emília Silva, Sidiney Araujo, Vinicius Machado, Bruno Lima and Rodrigo Veras
|
| 11:15-11:35 |
A Chatbot for Recipe Recommendation and Preference Modeling
Álvaro Samagaio, Henrique Lopes Cardoso and David Ribeiro
|
10:15-11:35 |
|
| 10:15-10:35 |
Cross-Lingual Annotation Projection for Argument Mining in Portuguese
Afonso Sousa, Bernardo Leite, Gil Rocha and Henrique Lopes Cardoso
|
| 10:35-10:55 |
Acceptance Decision Prediction in Peer-Review through Sentiment Analysis
Ana Carolina Ribeiro, Amanda Sizo, Henrique Lopes Cardoso and Luís Paulo Reis
|
| 10:55-11:15 |
Answering Fill-in-the-Blank Questions in Portuguese with Transformer Language Models
Hugo Gonçalo Oliveira
|
| 11:15-11:35 |
Automated Fake News detection using Computational Forensic Linguistics
Ricardo Moura, Henrique Lopes Cardoso and Rui Sousa-Silva
|
11:35-11:50 |
Coffee Break |
11:50-12:30 |
|
| 11:50-12:10 |
Towards Ethical Judicial Analytics: Assessing Readability of Immigration and Asylum Decisions in the United Kingdom
Laura Scheinert and Emma Tonkin
|
| 12:10-12:30 |
A comparison of classification methods applied to legal text data
Diógenes Carlos Araújo, Alexandre Lima, João Pedro Lima and José Alfredo Costa
|
11:50-12:30 |
|
| 11:50-12:10 |
Genetic Programming for Feature Extraction in Motor Imagery Brain-Computer Interface
Gabriel Henrique de Souza, Heder Soares Bernardino, Alex Borges Vieira and Helio José Corrêa Barbosa
|
| 12:10-12:30 |
FERMAT: Feature Engineering with Grammatical Evolution
Mariana Monteiro, Nuno Lourenço and Francisco B. Pereira
|
12:30-14:00 |
Lunch |
14:00-15:00 |
|
| 14:00-14:20 |
A Well Lubricated Machine: A Data Driven Model for Lubricant Oil Conditions
Roney Malaguti, Nuno Lourenço and Cristovão Silva
|
| 14:20-14:40 |
A Comparison of Machine Learning Methods for Extremely Unbalanced Industrial Quality Data
Pedro José Pereira, Adriana Pereira, Paulo Cortez and André Pilastri
|
| 14:40-15:00 |
Towards Top-up Prediction on Telco Operators
Pedro Miguel Alves, Ricardo Ângelo Filipe and Benedita Malheiro
|
14:00-15:00 |
|
| 14:00-14:20 |
One Arm to Rule Them All: Online Learning with Multi-armed Bandits for Low-resource Conversational Agents
Vânia Mendonça, Luisa Coheur and Alberto Sardinha
|
| 14:20-14:40 |
Helping People On The Fly:Ad Hoc Teamwork for Human-Robot Teams
João Ribeiro, Alberto Sardinha and Francisco S. Melo
|
| 14:40-15:00 |
Ad hoc teamwork in the presence of non-stationary teammates
Pedro Santos, João G. Ribeiro, Alberto Sardinha and Francisco S. Melo
|
15:00-15:15 |
Coffee Break |
15:15-16:15 |
|
| 15:15-15:35 |
Biomedical Knowledge Graph Embeddings for Personalized Medicine
Joana Vilela, Muhammad Asif, Ana Marques, João Santos, Célia Rasga, Astrid Vicente and Hugo Martiniano
|
| 15:35-15:55 |
Deploying a speech therapy game using a deep neural network sibilant consonants classifier
William Costa, Nuno C. Marques and Sofia Cavaco
|
| 15:55-16:15 |
Data Streams for Unsupervised Analysis of Company Data
Nuno C. Marques, Miguel Carrega and Hugo Santos
|
15:15-16:15 |
|
| 15:15-15:35 |
Carbon Market Multi-Agent Simulation Model
João Bernardo Narciso de Sousa, Rosaldo Rossetti and Zafeiris Kokkinogenis
|
| 15:35-15:55 |
Cloud Based Decision Making for Multi-Agent Production Systems
Hamood Ur Rehman, Terrin Pulikottil, Luis Alberto Estrada-Jimenez, Fan Mo, Jack C. Chaplin, Jose Barata and Svetan Ratchev
|
| 15:55-16:15 |
A Data-driven Simulator for Assessing Decision-making in Soccer
Tiago Mendes-Neves, João Mendes-Moreira and Rosaldo Rossetti
|
16:15-16:45 |
|