Publications

Collaborative Management of Traffic Accidents Data for Social Impact Analytics. A. Luís Osório, Cláudia Antunes, Luís M. Camarinha-Matos, Carlos Gonçalves. PRO-VE 2022 [pdf]

Visualizing Streaming of Ordinal Big Data. João Moreira, Henrique Ferreira, Daniel Gonçalves. ICGI 2022 [pdf]

Designing Animated Transitions for Dynamic Streaming Big Data. João Moreira, Filipa Castanheira, Daniel Mendes, Daniel Gonçalves. IVAPP 2022 [pdf]

Automatic Exploration of Domain Knowledge in Healthcare. Tiago Afonso, Cláudia Antunes. IDEAL 2022 [pdf]

The Automation of Feature Generation with Domain Knowledge. Tiago Afonso, Cláudia Antunes. EPIA 2022 [pdf]

Dimensionality Reduction of Multivariate Spatio-Temporal Data using Pre-attentive Features. Rui Maia, Cláudia Antunes. MDAI 2022 [pdf]

DANKFE-I: a domain knowledge based algorithm for feature engineering. Tiago Afonso, Cláudia Antunes. MDAI 2022 [pdf]

AIWarp - Studying Animated Transitions between Time-Compressed Vis. João Paquete, João Moreira, Daniel Gonçalves [pdf]

Density-Based Evaluation Metrics in Unsupervised Anomaly Detection Contexts. Rui Maia, Cláudia Antunes. MDAI 2021 [pdf]

Ensemble models to multispecies bioacoustic classification. Pedro Bonito Batista, Cláudia Antunes. MDAI 2021

Bioacoustic Classification Framework: Spectral and Cepstral Based Approaches. Pedro Baptista. Master Thesis. 2021 [pdf]

Feature Engineering Automation for Time Series Analysis. Hélio Domingos. Master Thesis. 2021 [pdf]

Bioacoustic classification framework using transfer learning. Pedro Baptista, Cláudia Antunes [pdf]

Evaluating Transitions for Streaming Big Data. Filipa Castanheira, João Moreira, Daniel Mendes, Daniel Gonçalves. ICGI 2021 [pdf]

Graceful Degradation for Real-time Visualization of Streaming Geospatial Data. João Rafael, João Moreira, Daniel Mendes, Mário Alves, Daniel Gonçalves. EuroVis 2021 - Eurographics / IEEE VGTC Conference on Visualization. 2021. [pdf]

Animated transitions in big data streaming visualizations. Miguel Rocha. Master Thesis. 2021 [pdf]

Visualizing ordinal data in Big Data Streaming. Henrique Ferreira. Master Thesis. 2021 [pdf]

FastViz - Visualizing Dynamically Evolving Big Data. Filipa Castanheira. Master Thesis. 2021. [pdf]

FastGeo - Visualizing large amounts of geospatial data in real-time. João Rafael. Master Thesis. 2021. [pdf]

Online anomaly detection in univariate data streams. Carlos Branco. Master Thesis 2021 [pdf]

Evaluating Animated Transitions between Contiguous Visualizations for Streaming Big Data. Tiago Pereira, João Moreira, Daniel Mendes, Daniel Gonçalves. IEEE VIS. 2020. [pdf]

Collaborative Tabletops for Blind People: The Effect of Auditory Design on Workspace Awareness. Daniel Mendes, Sofia Reis, João Guerreiro, Hugo Nicolau. ACM ISS 2020 – ACM Interactive Surfaces and Spaces. 2020. [pdf]

Incidental Visualizations: Pre-Attentive Primitive Visual Tasks. João Moreira, Daniel Mendes, Daniel Gonçalves. AVI '20 - International Conference on Advanced Visual Interfaces. 2020. [pdf]

VisMillion (and Change) Visualizando Big Data em Evolução Dinâmica. Tiago Pereira. Master Thesis. 2019. [pdf]

VisMillion: A novel interactive visualization technique for real-time big data. Gonçalo Pires, Daniel Mendes, Daniel Gonçalves. ICGI'2019 – International Conference on Graphics and Interaction. 2019. [pdf]

Visual Mapping of Nobel Prizes. S. Aparício, R. Losada, P. Pires, D. Gonçalves, A. Ferreira. EuroVis 2019 - Eurographics / IEEE VGTC Conference on Visualization. 2019. [pdf]

VisBig: Visualizar BigData em tempo real. Gonçalo Pires. Master Thesis. 2019. [pdf]