Rui Camacho

According to our database, Rui Camacho authored at least 79 papers between 1991 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Imitation learning for aerobatic maneuvering in fixed-wing aircraft.

Henrique Freitas, Rui Camacho, Daniel Castro Silva

J. Comput. Sci., 2024

2023

A Platform for the Study of Drug Interactions and Adverse Effects Prediction.

Diogo Mendes, Rui Camacho

Proceedings of the Bioinformatics and Biomedical Engineering, 2023

Unsupervised Online Event Ranking for IT Operations.

Tiago Costa Mendes, André Azevedo Barata, Miguel Pereira, João Mendes-Moreira, Rui Camacho, Ricardo Teixeira Sousa

Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2023, 2023

Performing Aerobatic Maneuver with Imitation Learning.

Henrique Freitas, Rui Camacho, Daniel Castro Silva

Proceedings of the Computational Science - ICCS 2023, 2023

A Deep Learning approach to infer morphological characteristics of the heart from cardiac sound analysis.

Rui Camacho, Jorge Oliveira, Luis Andrade

Proceedings of the 13th International Conference on Bioscience, 2023

To Enhance Full-Text Biomedical Document Classification Through Semantic Enrichment.

Carlos Adriano Gonçalves, A. Seara Vieira, Célia Talma Gonçalves, Lourdes Borrajo, Rui Camacho, Eva Lorenzo Iglesias

Proceedings of the Hybrid Artificial Intelligent Systems - 18th International Conference, 2023

2022

A Novel Multi-View Ensemble Learning Architecture to Improve the Structured Text Classification.

Carlos Adriano Gonçalves, Adrián Seara Vieira, Célia Talma Gonçalves, Rui Camacho, Eva Lorenzo Iglesias, María Lourdes Borrajo Diz

Inf., 2022

An Inductive Logic Programming Approach for Entangled Tube Modeling in Bin Picking.

Gonçalo Leão, Rui Camacho, Armando Sousa, Germano Veiga

Proceedings of the ROBOT 2022: Fifth Iberian Robotics Conference, 2022

2021

CMIID: A comprehensive medical information identifier for clinical search harmonization in Data Safe Havens.

Michael A. P. Domingues, Rui Camacho, Pedro Pereira Rodrigues

J. Biomed. Informatics, 2021

Assessing the Impact of Data Set Enrichment to Improve Drug Sensitivity in Cancer.

Pedro Ferreira, João Ladeiras, Rui Camacho

Proceedings of the Practical Applications of Computational Biology & Bioinformatics, 2021

A Multi-spot Murmur Sound Detection Algorithm and Its Application to a Pediatric and Neonate Population.

Marisa Oliveira, Jorge Oliveira, Rui Camacho, Carlos Abreu Ferreira

Proceedings of the 14th International Joint Conference on Biomedical Engineering Systems and Technologies, 2021

2020

Using autoencoders as a weight initialization method on deep neural networks for disease detection.

Mafalda Falcão Ferreira, Rui Camacho, Luís Filipe Teixeira

BMC Medical Informatics Decis. Mak., 2020

Autoencoders as Weight Initialization of Deep Classification Networks for Cancer versus Cancer Studies.

Mafalda Falcao Ferreira, Rui Camacho, Luís Filipe Teixeira

CoRR, 2020

2019

Empowering Distributed Analysis Across Federated Cohort Data Repositories Adhering to FAIR Principles.

Artur Rocha, José Pedro Ornelas, João Correia Lopes, Rui Camacho

ERCIM News, 2019

Comparative Study of Feature Selection Methods for Medical Full Text Classification.

Carlos Adriano Gonçalves, Eva Lorenzo Iglesias, Lourdes Borrajo, Rui Camacho, Adrián Seara Vieira, Célia Talma Gonçalves

Proceedings of the Bioinformatics and Biomedical Engineering, 2019

2018

EvoPPI: A Web Application to Compare Protein-Protein Interactions (PPIs) from Different Databases and Species.

Noé Vázquez, Sara Rocha, Hugo López-Fernández, André Torres, Rui Camacho, Florentino Fdez-Riverola, Jorge Vieira, Cristina P. Vieira, Miguel Reboiro-Jato

Proceedings of the Practical Applications of Computational Biology and Bioinformatics, 2018

LearnSec: A Framework for Full Text Analysis.

Carlos Adriano Gonçalves, Eva Lorenzo Iglesias, Lourdes Borrajo, Rui Camacho, A. Seara Vieira, Célia Talma Gonçalves

Proceedings of the Hybrid Artificial Intelligent Systems - 13th International Conference, 2018

Autoencoders as Weight Initialization of Deep Classification Networks Applied to Papillary Thyroid Carcinoma.

Mafalda Falcao Ferreira, Rui Camacho, Luís Filipe Teixeira

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2018

2017

QmihR: Pipeline for Quantification of Microbiome in Human RNA-seq.

Bruno Cavadas, Joana Ferreira, Rui Camacho, Nuno A. Fonseca, Luísa Pereira

Proceedings of the 11th International Conference on Practical Applications of Computational Biology & Bioinformatics, 2017

Learning influential genes on cancer gene expression data with stacked denoising autoencoders.

Vitor Teixeira, Rui Camacho, Pedro G. Ferreira

Proceedings of the 2017 IEEE International Conference on Bioinformatics and Biomedicine, 2017

Co-expression networks between protein encoding mitochondrial genes and all the remaining genes in human tissues.

Joao Almeida, Joana Ferreira, Rui Camacho, Luísa Pereira

Proceedings of the 2017 IEEE International Conference on Bioinformatics and Biomedicine, 2017

2016

Parallel Algorithms for Multirelational Data Mining: Application to Life Science Problems.

Rui Camacho, Jorge G. Barbosa, Altino M. Sampaio, João Ladeiras, Nuno A. Fonseca, Vítor Santos Costa

Proceedings of the Resource Management for Big Data Platforms, 2016

2015

Predicting Drugs Adverse Side-Effects Using a Recommender-System.

Diogo Pinto, Pedro Costa, Rui Camacho, Vítor Santos Costa

Proceedings of the Discovery Science - 18th International Conference, 2015

2014

Ranking MEDLINE documents.

Célia Talma Gonçalves, Rui Camacho, Eugénio C. Oliveira

J. Braz. Comput. Soc., 2014

An ontology-based approach to conflict resolution in Home and Building Automation Systems.

Rui Camacho, Paulo Carreira, Inês Lynce, Sílvia Resendes

Expert Syst. Appl., 2014

Distributed Environment Framework for Optimization Experiments.

Pedro H. Abreu, Carlos Soares, Rui Carlos Camacho

Proceedings of the 2014 14th International Conference on Computational Science and Its Applications, Guimaraes, Portugal, June 30, 2014

2013

Improving the performance of Transposable Elements detection tools.

Tiago Loureiro, Rui Camacho, Jorge Vieira, Nuno A. Fonseca

J. Integr. Bioinform., 2013

Integrative Functional Statistics in Logic Programming.

Nicos Angelopoulos, Vítor Santos Costa, João Azevedo, Jan Wielemaker, Rui Camacho, Lodewyk F. A. Wessels

Proceedings of the Practical Aspects of Declarative Languages, 2013

Boosting the Detection of Transposable Elements Using Machine Learning.

Tiago Loureiro, Rui Camacho, Jorge Vieira, Nuno A. Fonseca

Proceedings of the 7th International Conference on Practical Applications of Computational Biology & Bioinformatics, 2013

AND Parallelism for ILP: The APIS System.

Rui Camacho, Ruy Ramos, Nuno A. Fonseca

Proceedings of the Inductive Logic Programming - 23rd International Conference, 2013

2012

Predicting the secondary structure of proteins using machine learning algorithms.

Rui Camacho, Rita Ferreira, Natacha Rosa, Vânia Guimarães, Nuno A. Fonseca, Vítor Santos Costa, Miguel de Sousa, Alexandre Magalhães

Int. J. Data Min. Bioinform., 2012

From Networks to Trees.

Marco G. Alves, Joãd Alves, Rui Camacho, Pedro Soares, Luísa Pereira

Proceedings of the 6th International Conference on Practical Applications of Computational Biology & Bioinformatics, 2012

GUI reverse engineering with machine learning.

Ines Coimbra Morgado, Ana C. R. Paiva, João Pascoal Faria, Rui Camacho

Proceedings of the First International Workshop on Realizing AI Synergies in Software Engineering, 2012

ICT4Depression: Service oriented architecture applied to the treatment of depression.

Artur Rocha, Mario Ricardo Henriques, João Correia Lopes, Rui Camacho, Michel C. A. Klein, Gabriele Modena, Pepijn van de Ven, Elaine McGovern, Eric Tousset, Thibaut Gauthier, Lisanne Warmerdam

Proceedings of CBMS 2012, 2012

2011

A Relational Learning Approach to Structure-Activity Relationships in Drug Design Toxicity Studies.

Rui Camacho, Max Pereira, Vítor Santos Costa, Nuno A. Fonseca, Carlos Adriano Gonçalves, Carlos J. V. Simões, Rui M. M. Brito

J. Integr. Bioinform., 2011

BioTextRetriever: A Tool to Retrieve Relevant Papers.

Célia Talma Gonçalves, Rui Camacho, Eugénio C. Oliveira

Int. J. Knowl. Discov. Bioinform., 2011

Assessing the Effect of 2D Fingerprint Filtering on ILP-Based Structure-Activity Relationships Toxicity Studies in Drug Design.

Rui Camacho, Max Pereira, Vítor Santos Costa, Nuno A. Fonseca, Carlos J. V. Simões, Rui M. M. Brito

Proceedings of the 5th International Conference on Practical Applications of Computational Biology & Bioinformatics, 2011

Conceptual Clustering of Multi-Relational Data.

Nuno A. Fonseca, Vítor Santos Costa, Rui Camacho

Proceedings of the Inductive Logic Programming - 21st International Conference, 2011

From Sequences to Papers: An Information Retrieval Exercise.

Célia Talma Gonçalves, Rui Camacho, Eugénio C. Oliveira

Proceedings of the Data Mining Workshops (ICDMW), 2011

2010

The Impact of Pre-processing on the Classification of MEDLINE Documents.

Carlos Adriano Gonçalves, Célia Talma Gonçalves, Rui Camacho, Eugénio C. Oliveira

Proceedings of the Pattern Recognition in Information Systems, 2010

Predicting the Start of Protein <i>alpha</i>-Helices Using Machine Learning Algorithms.

Rui Camacho, Rita Ferreira, Natacha Rosa, Vânia Guimarães, Nuno A. Fonseca, Vítor Santos Costa, Miguel de Sousa, Alexandre Magalhães

Proceedings of the Advances in Bioinformatics, 2010

Interactive Discriminative Mining of Chemical Fragments.

Nuno A. Fonseca, Max Pereira, Vítor Santos Costa, Rui Camacho

Proceedings of the Inductive Logic Programming - 20th International Conference, 2010

An Architecture for Collaborative Data Mining.

Francisco Correia, Rui Camacho, João Correia Lopes

Proceedings of the KDIR 2010, 2010

2009

Improving the efficiency of inductive logic programming systems.

Nuno A. Fonseca, Vítor Santos Costa, Ricardo Rocha, Rui Camacho, Fernando M. A. Silva

Softw. Pract. Exp., 2009

Parallel ILP for distributed-memory architectures.

Nuno A. Fonseca, Ashwin Srinivasan, Fernando M. A. Silva, Rui Camacho

Mach. Learn., 2009

Comparative Study of Classification Algorithms Using Molecular Descriptors in Toxicological DataBases.

Max Pereira, Vítor Santos Costa, Rui Camacho, Nuno A. Fonseca, Carlos J. V. Simões, Rui M. M. Brito

Proceedings of the Advances in Bioinformatics and Computational Biology, 2009

Assessing the Eligibility of Kidney Transplant Donors.

Francisco Reinaldo, Carlos Fernandes, Md. Anishur Rahman, Andreia Malucelli, Rui Camacho

Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2009

Visually Guiding and Controlling the Search While Mining Chemical Structures.

Max Pereira, Vítor Santos Costa, Rui Camacho, Nuno A. Fonseca

Proceedings of the Distributed Computing, 2009

Partitional Clustering of Protein Sequences - An Inductive Logic Programming Approach.

Nuno A. Fonseca, Vítor Santos Costa, Rui Camacho, Cristina P. Vieira, Jorge Vieira

Proceedings of the Distributed Computing, 2009

2008

Compile the Hypothesis Space: Do it Once, Use it Often.

Nuno A. Fonseca, Rui Camacho, Ricardo Rocha, Vítor Santos Costa

Fundam. Informaticae, 2008

k-RNN: k-relational nearest neighbour algorithm.

Nuno A. Fonseca, Vítor Santos Costa, Rui Camacho

Proceedings of the 2008 ACM Symposium on Applied Computing (SAC), 2008

On Mining Protein Unfolding Simulation Data with Inductive Logic Programming.

Rui Camacho, Alexessander Alves, Cândida G. Silva, Rui M. M. Brito

Proceedings of the 2nd International Workshop on Practical Applications of Computational Biology and Bioinformatics, 2008

LogCHEM: Interactive Discriminative Mining of Chemical Structure.

Vítor Santos Costa, Nuno A. Fonseca, Rui Camacho

Proceedings of the 2008 IEEE International Conference on Bioinformatics and Biomedicine, 2008

2007

Distributed Generative Data Mining.

Ruy Ramos, Rui Camacho

Proceedings of the Advances in Data Mining. Theoretical Aspects and Applications, 2007

ILP : - Just Trie It.

Rui Camacho, Nuno A. Fonseca, Ricardo Rocha, Vítor Santos Costa

Proceedings of the Inductive Logic Programming, 17th International Conference, 2007

2006

Quantitative pharmacophore models with inductive logic programming.

Ashwin Srinivasan, David Page, Rui Camacho, Ross D. King

Mach. Learn., 2006

Guest editorial.

Rui Camacho, Ross D. King, Ashwin Srinivasan

Mach. Learn., 2006

April - An Inductive Logic Programming System.

Nuno A. Fonseca, Fernando M. A. Silva, Rui Camacho

Proceedings of the Logics in Artificial Intelligence, 10th European Conference, 2006

A commodity platform for Distributed Data Mining - the HARVARD System.

Rui Camacho

Proceedings of the 6th Industrial Conference on Data Mining, Poster Proceedings, 2006

2005

Strategies to Parallelize ILP Systems.

Nuno A. Fonseca, Fernando M. A. Silva, Rui Camacho

Proceedings of the Inductive Logic Programming, 15th International Conference, 2005

Topic 5 - Parallel and Distributed Databases, Data Mining and Knowledge Discovery.

Domenico Talia, Hillol Kargupta, Patrick Valduriez, Rui Camacho

Proceedings of the Euro-Par 2005, Parallel Processing, 11th International Euro-Par Conference, Lisbon, Portugal, August 30, 2005

Applying Biological Paradigms to Emerge Behaviour in RoboCup Rescue Team.

Francisco Reinaldo, João Certo, Nuno Cordeiro, Luís Paulo Reis, Rui Camacho, Nuno Lau

Proceedings of the Progress in Artificial Intelligence, 2005

Introduction.

Rui Camacho, Alexessander Alves, Joaquim Pinto da Costa, Paulo J. Azevedo

Proceedings of the Progress in Artificial Intelligence, 2005

A pipelined data-parallel algorithm for ILP.

Nuno A. Fonseca, Fernando M. A. Silva, Vítor Santos Costa, Rui Camacho

Proceedings of the 2005 IEEE International Conference on Cluster Computing (CLUSTER 2005), September 26, 2005

2004

IndLog - Induction in Logic.

Rui Camacho

Proceedings of the Logics in Artificial Intelligence, 9th European Conference, 2004

On Avoiding Redundancy in Inductive Logic Programming.

Nuno A. Fonseca, Vítor Santos Costa, Fernando M. A. Silva, Rui Camacho

Proceedings of the Inductive Logic Programming, 14th International Conference, 2004

Discovery of Functional Relationships in Multi-Relational Data using Inductive Logic Programming.

Alexessander Alves, Rui Camacho, Eugénio C. Oliveira

Proceedings of the 4th IEEE International Conference on Data Mining (ICDM 2004), 2004

Improving Numerical Reasoning Capabilities of Inductive Logic Programming Systems.

Alexessander Alves, Rui Camacho, Eugénio C. Oliveira

Proceedings of the Advances in Artificial Intelligence, 2004

2003

Query Transformations for Improving the Efficiency of ILP Systems.

Vítor Santos Costa, Ashwin Srinivasan, Rui Camacho, Hendrik Blockeel, Bart Demoen, Gerda Janssens, Jan Struyf, Henk Vandecasteele, Wim Van Laer

J. Mach. Learn. Res., 2003

Efficient Data Structures for Inductive Logic Programming.

Nuno A. Fonseca, Ricardo Rocha, Rui Camacho, Fernando M. A. Silva

Proceedings of the Inductive Logic Programming: 13th International Conference, 2003

Experimental Evaluation of a Caching Technique for ILP.

Nuno A. Fonseca, Vítor Santos Costa, Fernando M. A. Silva, Rui Camacho

Proceedings of the Progress in Artificial Intelligence, 2003

Improving the Efficiency of ILP Systems.

Rui Camacho

Proceedings of the Progress in Artificial Intelligence, 2003

2001

Improving the Robustness and Encoding Complexity of Behavioural Clones.

Rui Camacho, Pavel Brazdil

Proceedings of the Machine Learning: EMCL 2001, 2001

2000

A Note on Two Simple Transformations for Improving the Efficiency of an ILP System.

Vítor Santos Costa, Ashwin Srinivasan, Rui Camacho

Proceedings of the Inductive Logic Programming, 10th International Conference, 2000

1999

Numerical Reasoning with an ILP System Capable of Lazy Evaluation and Customised Search.

Ashwin Srinivasan, Rui Camacho

J. Log. Program., 1999

1998

Inducing Models of human Control Skills.

Rui Camacho

Proceedings of the Machine Learning: ECML-98, 1998

1995

Behavioral Cloning A Correction.

Rui Camacho, Donald Michie

AI Mag., 1995

1992

Building symbolic representations of intuitive real-time skills from performance data.

Donald Michie, Rui Camacho

Proceedings of the Machine Intelligence 13, 1992

1991

A multi-agent environment in robotics.

Eugénio C. Oliveira, Rui Camacho, Carlos Ramos

Robotica, 1991