Publications

Curated research outputs from the MLKD group.

all years

all types Journal Conference Book / Chapter Preprint

2026

Are ECGs Enough? Deep Learning Classification of Pulmonary Embolism Using Electrocardiograms

João D. S. Marques, Arlindo L. Oliveira

Lecture notes in computer science book

2023

Improving Address Matching Using Siamese Transformer Networks

André V. Duarte, Arlindo L. Oliveira

Lecture notes in computer science book

Artificial Intelligence: Historical Context and State of the Art

Arlindo L. Oliveira, Mário A. T. Figueiredo

Law, governance and technology series book

Multidisciplinary Perspectives on Artificial Intelligence and the Law

Henrique Sousa Antunes, Pedro Miguel Freitas, Arlindo L. Oliveira, Clara Martins Pereira, Elsa Vaz de Sequeira, Luís Barreto Xavier

Law, governance and technology series book

2022

COVID-19 Contact Tracing Applications in Portugal: Effectiveness and Privacy Issues

Arlindo L. Oliveira

International series on intelligent systems, control and automation: science and engineering book

Using a Siamese Network to Accurately Detect Ischemic Stroke in Computed Tomography Scans

Ana Beatriz Vieira, Ana Catarina Fonseca, José M. Ferro, Arlindo L. Oliveira

Lecture notes in computer science book

Assessing Policy, Loss and Planning Combinations in Reinforcement Learning Using a New Modular Architecture

Tiago Gaspar Oliveira, Arlindo L. Oliveira

Lecture notes in computer science book

Using Soft Labels to Model Uncertainty in Medical Image Segmentation

João Lourenço Silva, Arlindo L. Oliveira

Lecture notes in computer science book

Encoder-Decoder Architectures for Clinically Relevant Coronary Artery Segmentation

João Lourenço Silva, Miguel Nobre Menezes, Tiago Rodrigues, Beatriz Silva, Fausto J. Pinto, Arlindo L. Oliveira

Lecture notes in computer science book

2021

Artificial Intelligence Applications in Stroke

Arlindo L. Oliveira

book

2018

Computer Architecture

Guilherme Arroz, José Monteiro, Arlindo L. Oliveira

WORLD SCIENTIFIC eBooks book

2017

The Universal Machine

Arlindo L. Oliveira

The MIT Press eBooks book

The Exponential Nature of Technology

Arlindo L. Oliveira

The MIT Press eBooks book

Cells, Bodies, and Brains

Arlindo L. Oliveira

The MIT Press eBooks book

From Maxwell to the Internet

Arlindo L. Oliveira

The MIT Press eBooks book

The Quest for Intelligent Machines

Arlindo L. Oliveira

The MIT Press eBooks book

The Digital Mind

Arlindo L. Oliveira

The MIT Press eBooks book

Biology Meets Computation

Arlindo L. Oliveira

The MIT Press eBooks book

Speculations

Arlindo L. Oliveira

The MIT Press eBooks book

The Red Queen’s Race

Arlindo L. Oliveira

The MIT Press eBooks book

Brains, Minds, and Machines

Arlindo L. Oliveira

The MIT Press eBooks book

How the Brain Works

Arlindo L. Oliveira

The MIT Press eBooks book

Challenges and Promises

Arlindo L. Oliveira

The MIT Press eBooks book

The Digital Mind: How Science Is Redefining Humanity

Arlindo L. Oliveira

book

The Digital Mind

Arlindo L. Oliveira

The MIT Press eBooks book

2012

Efficient and Accurate Haplotype Inference by Combining Parsimony and Pedigree Information

Ana Graça, Inês Lynce, João Marques‐Silva, Arlindo L. Oliveira

Lecture notes in computer science book

2011

Improved Model Checking Techniques for State Space Analysis of Gene Regulatory Networks

Helio Pais, Kenneth L. McMillan, Ellen Sentovich, Ana T. Freitas, Arlindo L. Oliveira

IGI Global eBooks book

On Community Detection in Very Large Networks

Alexandre P. Francisco, Arlindo L. Oliveira

Communications in computer and information science book

Fully Generalized Graph Cores

Alexandre P. Francisco, Arlindo L. Oliveira

Communications in computer and information science book

2010

Improved Model Checking Techniques for State Space Analysis of Gene Regulatory Networks

Helio Pais, Kenneth L. McMillan, Ellen Sentovich, Ana T. Freitas, Arlindo L. Oliveira

IGI Global eBooks book

Mining Large Query Induced Graphs towards a Hierarchical Query Folksonomy

Alexandre P. Francisco, Ricardo Baeza‐Yates, Arlindo L. Oliveira

Lecture notes in computer science book

Parallel and Distributed Compressed Indexes

Luís M. S.Russo, Gonzalo Navarro, Arlindo L. Oliveira

Lecture notes in computer science book

A Data Mining Approach for the Detection of High-Risk Breast Cancer Groups

Orlando Anunciação, Bruno Costa Gomes, Susana Vinga, Jorge Gaspar, Arlindo L. Oliveira, José Rueff

Advances in intelligent and soft computing book

2009

Efficient Biclustering Algorithms for Time Series Gene Expression Data Analysis

Sara C. Madeira, Arlindo L. Oliveira

Lecture notes in computer science book

On the Suitability of Suffix Arrays for Lempel-Ziv Data Compression

Artur Ferreira, Arlindo L. Oliveira, Mário A. T. Figueiredo

Communications in computer and information science book

2008

Identification of Transcription Factor Binding Sites in Promoter Regions by Modularity Analysis of the Motif Co-occurrence Graph

Alexandre P. Francisco, Arlindo L. Oliveira, Ana T. Freitas

Lecture notes in computer science book

An Evaluation of the Impact of Side Chain Positioning on the Accuracy of Discrete Models of Protein Structures

Miguel Bugalho, Arlindo L. Oliveira

Lecture notes in computer science book

Ontology Design Principles and Normalization Techniques in the Web

Xiaoshu Wang, Jonas S. Almeida, Arlindo L. Oliveira

Lecture notes in computer science book

Indexed Hierarchical Approximate String Matching

Luís M. S.Russo, Gonzalo Navarro, Arlindo L. Oliveira

Lecture notes in computer science book

Clique Analysis of Query Log Graphs

Alexandre P. Francisco, Ricardo Baeza‐Yates, Arlindo L. Oliveira

Lecture notes in computer science book

Efficient Haplotype Inference with Combined CP and OR Techniques

Ana Graça, João Marques‐Silva, Inês Lynce, Arlindo L. Oliveira

Lecture notes in computer science book

Dynamic Fully-Compressed Suffix Trees

Luís M. S.Russo, Gonzalo Navarro, Arlindo L. Oliveira

Lecture notes in computer science book

Fully-Compressed Suffix Trees

Luís M. S.Russo, Gonzalo Navarro, Arlindo L. Oliveira

Lecture notes in computer science book

2007

Bioinformatics: A New Approach for the Challenges of Molecular Biology

Arlindo L. Oliveira, Ana T. Freitas, Isabel Sá‐Correia

book

Efficient and Tight Upper Bounds for Haplotype Inference by Pure Parsimony Using Delayed Haplotype Selection

João Marques‐Silva, Inês Lynce, Ana Graça, Arlindo L. Oliveira

Lecture notes in computer science book

Approximate String Matching with Lempel-Ziv Compressed Indexes

Luís M. S.Russo, Gonzalo Navarro, Arlindo L. Oliveira

Lecture notes in computer science book

Efficient Haplotype Inference with Pseudo-boolean Optimization

Ana Graça, João Marques‐Silva, Inês Lynce, Arlindo L. Oliveira

Lecture notes in computer science book

Efficient Learning of Bayesian Network Classifiers

Alexandra M. Carvalho, Arlindo L. Oliveira, Marie‐France Sagot

Lecture notes in computer science book

Generalization of Pattern-Growth Methods for Sequential Pattern Mining with Gap Constraints

Cláudia Antunes, Arlindo L. Oliveira

Lecture notes in computer science book

2006

Dotted Suffix Trees A Structure for Approximate Text Indexing

Luís Pedro Coelho, Arlindo L. Oliveira

Lecture notes in computer science book