Program for Tuesday, September 5th: Talk View

PROGRAM FOR TUESDAY, SEPTEMBER 5TH: TALK VIEW

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View: with abstracts session overview

8:30

9:00

9:30

10:00

10:30

11:00

11:30

12:00

12:30

13:00

13:30

14:00

14:30

15:00

15:30

16:00

16:30

17:00

17:30

18:00

18:30

19:00

19:30

20:00

08:30-09:00 Registration

09:00-10:00 "Machine Learning Algorithms for Brain-Machine Interfaces", Pétia Georgieva

10:30-10:50

A Comparison of Automated Machine Learning tools for Predicting Energy Building Consumption in Smart

Daniela Soares, Pedro José Pereira, Paulo Cortez, Carlos Gonçalves

10:50-11:10

Pollution Emission Patterns of Transportation in Porto, Portugal through Network Analysis

Thiago Andrade, Nirbhaya Shaji, Rita P. Ribeiro, João Gama

11:10-11:30

Hybrid SkipAwareRec: A Streaming Music Recommendation System

Rui Jorge Ramos, Lino Oliveira, João Vinagre

11:30-11:50

Mining Causal Links Between TV Sports Content and Real-World Data

Duarte Melo, Jessica Delmoral, João Vinagre

11:50-12:10

Imbalanced Regression Evaluation under Uncertain Domain Preferences

Nuno Costa, Nuno Moniz

12:10-12:30

Measuring latency-accuracy trade-offs in Convolutional Neural Networks

André Tse, Lino Oliveira, João Vinagre

10:30-10:50

Simulation-Based Adaptive Interface for Personalized Learning of AI Fundamentals in Secondary School

S. Guerreiro-Santalla, D. Duraes, H. Crompton, P. Novais, F. Bellas

10:50-11:10

Design and Development of Ontology for AI-based Software Systems to Manage the Food Intake and Energy Consumption of Obesity, Diabetes and Tube Feeding

Martinho, Crista, Karakaya, Gamechi, Freitas, Neves, Novais, Marreiros

11:10-11:30

A Gamified Distributed Infrastructure for Collectively Sharing People’s Eyes

Risa Kimura, Tatsuo Nakajima, Ichiro Satoh

11:30-11:50

A System for Animal Health Monitoring and Emotions Detection

David Sec, Peter Mikulecky

10:30-10:50

Segmentation as a pre-processing for automatic grape moths detection

A.C. Teixeira, G. Carneiro, R. Morais, J.J. Sousa, A. Cunha

10:50-11:10

Evaluating the causal role of environmental data in shellfish biotoxin contamination on the Portuguese

A.R. Baião, C. Peixoto, M.B. Lopes, P.R. Costa, A.M. Carvalho, S. Vinga

11:10-11:30

Can the segmentation improve the grape varieties' identification through images acquired on-field?

G. Carneiro, A.C. Texeira, R. Morais, J.J. Sousa, A. Cunha

11:30-11:50

Deep Learning-Based Tree Stem Segmentation for Robotic Eucalyptus Selective Thinning Operations

D.Q. da Silva, T.F. Rodrigues, F.N. dos Santos, A.J. Sousa, V. Filipe

11:50-12:10

Enhancing Pest Detection Models through Improved Annotations

Dinis Costa, Catarina Silva, Joana Costa, Bernardete Ribeiro

12:10-12:30

Sound-based Anomalies Detection in Agricultural Robotics Application

A. Baltazar, F. Santos, S. Soares, A.P. Moreira, J. Boaventura Cunha

14:00-14:20

Time-series pattern verification in CNC machining data

João Miguel Silva, Ana Nogueira, José Pinto, António Alves, Ricardo Sousa

14:20-14:40

Analysis of Dam Natural Frequencies Using a Convolutional Neural Network

G. Cabaço, S. Oliveira, A. Alegre, N.C. Marques, J. Manso, J. Marcelino

14:40-15:00

Studying the impact of sampling in highly frequent time series

Paulo J.S. Ferreira, João Mendes-Moreira, Arlete Rodrigues

15:00-15:20

Interpreting What Is Important: An Explainability Approach And Study On Feature Selection

Eduardo M. Rodrigues, Yassine Baghoussi, João Mendes-Moreira

14:00-14:20

An Ethical Perspective on Intelligent Transport Systems

António Ribeiro da Costa, Zafeiris Kokkinogenis, Rosaldo Rossetti

14:20-14:40

Improving Address Matching using Siamese Transformer Networks

André Duarte, Arlindo Oliveira

14:40-15:00

Safety, Stability, and Efficiency of Taxi Rides

Martin Aleksandrov, Tobias Labarta

15:00-15:20

Using CDR Data to Understand Post-Pandemic Mobility Patterns

Cláudia Rodrigues, Marco Veloso, Ana Alves, Carlos Bento

14:00-14:20

Using Artificial Intelligence for Trust Management Systems in Fog Computing

Mohamed Abdel Rahman, Ahmed Dahroug, Sherin Moussa

14:20-14:40

Using Hyperspectral Images and Lidar Data to Create Models for the Classification and CAVE visualization of Tree

Eva Pajorova, Peter Krammer, Ladislav Hluchy

14:40-15:00

Depression Detection for Twitter Users using Machine Learning Sentiment Analysis

Radwa Nassar, Abdelmoniem Helmy, Nagy Ramdan

15:00-15:20

Source-Code Generation using Deep Learning: A Survey

Areeg Ahmed, Shahira Azab, Yasser Abdelhamid

15:20-15:40

An IoT-Based Framework for Sustainable Supply Chain Management System

M. Ali, S.M. Cheema, I.M. Pires, A. Naz, Z. Aslam, N. Ayub, P.J. Coelho

16:30-18:30

Emotional state classification from brain signals using CNNs adapted for fMRI signal properties

Daniel Agostinho, Miguel Castelo-Branco, Marco Simões

Learning Postoperative Pain through Physiological Signals

Daniela Pais, Raquel Sebastião, Susana Brás, Manuel Ávalos

Electrocardiogram for Biometric Recognition: Collectability, Stability and Application Challenges

Teresa Pereira, Raquel Sebastião, Raquel Conceição, Vitor Sencadas

Clustering Massive, Noisy, and Unstructured Textual Streams

Cesar Andrade

Data Quality, Data Balance and Data Documentation: a framework

Marco Rondina

Estimating the Density Ratio with a ReLU Induced Tessellation

Michal Lewandowski

A Semantic Search System for the Supremo Tribunal de Justiça

Rui Melo, Pedro A. Santos, João Dias

Addressing Self-Sustainability in Multi-Agent Systems through Combating Terrorism Financing

David Makiya, João Balsa

Data Leakage Detection and Data Denoising using Causal Mechanisms for Recommender Systems

Margarida Costa

Can we hold AGI-enabled Robot Morally Responsible for their Actions?

Mubarak Hussain

Symbolic music generation conditioned on continuous-valued emotions

Serkan Sulun

18:30-20:00 Welcome Reception

10:00-10:30 Coffee Break

12:30-14:00 Lunch Break

16:00-16:30 Coffee Break