Rui Camacho

Publication Activity (10 Years)

Years Active: 1991-2024
Publications (10 Years): 21

Top Topics

Imitation Learning

Text Classification

Top Venues

Discovery Science

Publications

Henrique Freitas, Rui Camacho, Daniel Castro Silva
Imitation learning for aerobatic maneuvering in fixed-wing aircraft. J. Comput. Sci. 81 (2024)
Henrique Freitas, Rui Camacho, Daniel Castro Silva
Performing Aerobatic Maneuver with Imitation Learning. ICCS (1) (2023)
Diogo Mendes, Rui Camacho
A Platform for the Study of Drug Interactions and Adverse Effects Prediction. IWBBIO (1) (2023)
Rui Camacho, Jorge Oliveira, Luis Andrade
A Deep Learning approach to infer morphological characteristics of the heart from cardiac sound analysis. ICBBB (2023)
Tiago Costa Mendes, André Azevedo Barata, Miguel Pereira, João Mendes-Moreira, Rui Camacho, Ricardo Teixeira Sousa
Unsupervised Online Event Ranking for IT Operations. IDEAL (2023)
Carlos Adriano Gonçalves, A. Seara Vieira, Célia Talma Gonçalves, Lourdes Borrajo, Rui Camacho, Eva Lorenzo Iglesias
To Enhance Full-Text Biomedical Document Classification Through Semantic Enrichment. HAIS (2023)
Gonçalo Leão, Rui Camacho, Armando Sousa, Germano Veiga
An Inductive Logic Programming Approach for Entangled Tube Modeling in Bin Picking. ROBOT (2) (2022)
Carlos Adriano Gonçalves, Adrián Seara Vieira, Célia Talma Gonçalves, Rui Camacho, Eva Lorenzo Iglesias, María Lourdes Borrajo Diz
A Novel Multi-View Ensemble Learning Architecture to Improve the Structured Text Classification. Inf. 13 (6) (2022)
Michael A. P. Domingues, Rui Camacho, Pedro Pereira Rodrigues
CMIID: A comprehensive medical information identifier for clinical search harmonization in Data Safe Havens. J. Biomed. Informatics 114 (2021)
Pedro Ferreira, João Ladeiras, Rui Camacho
Assessing the Impact of Data Set Enrichment to Improve Drug Sensitivity in Cancer. PACBB (2021)
Marisa Oliveira, Jorge Oliveira, Rui Camacho, Carlos Abreu Ferreira
A Multi-spot Murmur Sound Detection Algorithm and Its Application to a Pediatric and Neonate Population. BIOSIGNALS (2021)
Mafalda Falcão Ferreira, Rui Camacho, Luís Filipe Teixeira
Using autoencoders as a weight initialization method on deep neural networks for disease detection. BMC Medical Informatics Decis. Mak. (5) (2020)
Mafalda Falcao Ferreira, Rui Camacho, Luís Filipe Teixeira
Autoencoders as Weight Initialization of Deep Classification Networks for Cancer versus Cancer Studies. CoRR (2020)
Carlos Adriano Gonçalves, Eva Lorenzo Iglesias, Lourdes Borrajo, Rui Camacho, Adrián Seara Vieira, Célia Talma Gonçalves
Comparative Study of Feature Selection Methods for Medical Full Text Classification. IWBBIO (2) (2019)
Artur Rocha, José Pedro Ornelas, João Correia Lopes, Rui Camacho
Empowering Distributed Analysis Across Federated Cohort Data Repositories Adhering to FAIR Principles. ERCIM News 2019 (118) (2019)
Noé Vázquez, Sara Rocha, Hugo López-Fernández, André Torres, Rui Camacho, Florentino Fdez-Riverola, Jorge Vieira, Cristina P. Vieira, Miguel Reboiro-Jato
EvoPPI: A Web Application to Compare Protein-Protein Interactions (PPIs) from Different Databases and Species. PACBB (2018)
Carlos Adriano Gonçalves, Eva Lorenzo Iglesias, Lourdes Borrajo, Rui Camacho, A. Seara Vieira, Célia Talma Gonçalves
LearnSec: A Framework for Full Text Analysis. HAIS (2018)
Mafalda Falcao Ferreira, Rui Camacho, Luís Filipe Teixeira
Autoencoders as Weight Initialization of Deep Classification Networks Applied to Papillary Thyroid Carcinoma. BIBM (2018)
Bruno Cavadas, Joana Ferreira, Rui Camacho, Nuno A. Fonseca, Luísa Pereira
QmihR: Pipeline for Quantification of Microbiome in Human RNA-seq. PACBB (2017)
Joao Almeida, Joana Ferreira, Rui Camacho, Luísa Pereira
Co-expression networks between protein encoding mitochondrial genes and all the remaining genes in human tissues. BIBM (2017)
Vitor Teixeira, Rui Camacho, Pedro G. Ferreira
Learning influential genes on cancer gene expression data with stacked denoising autoencoders. BIBM (2017)
Diogo Pinto, Pedro Costa, Rui Camacho, Vítor Santos Costa
Predicting Drugs Adverse Side-Effects Using a Recommender-System. Discovery Science (2015)
Célia Talma Gonçalves, Rui Camacho, Eugénio C. Oliveira
Ranking MEDLINE documents. J. Braz. Comput. Soc. 20 (1) (2014)
Rui Camacho, Paulo Carreira, Inês Lynce, Sílvia Resendes
An ontology-based approach to conflict resolution in Home and Building Automation Systems. Expert Syst. Appl. 41 (14) (2014)
Tiago Loureiro, Rui Camacho, Jorge Vieira, Nuno A. Fonseca
Boosting the Detection of Transposable Elements Using Machine Learning. PACBB (2013)
Tiago Loureiro, Rui Camacho, Jorge Vieira, Nuno A. Fonseca
Improving the performance of Transposable Elements detection tools. J. Integr. Bioinform. 10 (3) (2013)
Rui Camacho, Ruy Ramos, Nuno A. Fonseca
AND Parallelism for ILP: The APIS System. ILP (2013)
Nicos Angelopoulos, Vítor Santos Costa, João Azevedo, Jan Wielemaker, Rui Camacho, Lodewyk F. A. Wessels
Integrative Functional Statistics in Logic Programming. PADL (2013)
Marco G. Alves, Joãd Alves, Rui Camacho, Pedro Soares, Luísa Pereira
From Networks to Trees. PACBB (2012)
Rui Camacho, Rita Ferreira, Natacha Rosa, Vânia Guimarães, Nuno A. Fonseca, Vítor Santos Costa, Miguel de Sousa, Alexandre Magalhães
Predicting the secondary structure of proteins using machine learning algorithms. Int. J. Data Min. Bioinform. 6 (6) (2012)
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
ICT4Depression: Service oriented architecture applied to the treatment of depression. CBMS (2012)
Ines Coimbra Morgado, Ana C. R. Paiva, João Pascoal Faria, Rui Camacho
GUI reverse engineering with machine learning. RAISE@ICSE (2012)
Rui Camacho, Max Pereira, Vítor Santos Costa, Nuno A. Fonseca, Carlos J. V. Simões, Rui M. M. Brito
Assessing the Effect of 2D Fingerprint Filtering on ILP-Based Structure-Activity Relationships Toxicity Studies in Drug Design. PACBB (2011)
Célia Talma Gonçalves, Rui Camacho, Eugénio C. Oliveira
From Sequences to Papers: An Information Retrieval Exercise. ICDM Workshops (2011)
Célia Talma Gonçalves, Rui Camacho, Eugénio C. Oliveira
BioTextRetriever: A Tool to Retrieve Relevant Papers. Int. J. Knowl. Discov. Bioinform. 2 (3) (2011)
Nuno A. Fonseca, Vítor Santos Costa, Rui Camacho
Conceptual Clustering of Multi-Relational Data. ILP (2011)
Rui Camacho, Max Pereira, Vítor Santos Costa, Nuno A. Fonseca, Carlos Adriano Gonçalves, Carlos J. V. Simões, Rui M. M. Brito
A Relational Learning Approach to Structure-Activity Relationships in Drug Design Toxicity Studies. J. Integr. Bioinform. 8 (3) (2011)
Francisco Correia, Rui Camacho, João Correia Lopes
An Architecture for Collaborative Data Mining. KDIR (2010)
Nuno A. Fonseca, Max Pereira, Vítor Santos Costa, Rui Camacho
Interactive Discriminative Mining of Chemical Fragments. ILP (2010)
Carlos Adriano Gonçalves, Célia Talma Gonçalves, Rui Camacho, Eugénio C. Oliveira
The Impact of Pre-processing on the Classification of MEDLINE Documents. PRIS (2010)
Rui Camacho, Rita Ferreira, Natacha Rosa, Vânia Guimarães, Nuno A. Fonseca, Vítor Santos Costa, Miguel de Sousa, Alexandre Magalhães
-Helices Using Machine Learning Algorithms. IWPACBB (2010)
Nuno A. Fonseca, Ashwin Srinivasan, Fernando M. A. Silva, Rui Camacho
Parallel ILP for distributed-memory architectures. Mach. Learn. 74 (3) (2009)
Francisco Reinaldo, Carlos Fernandes, Md. Anishur Rahman, Andreia Malucelli, Rui Camacho
Assessing the Eligibility of Kidney Transplant Donors. MLDM (2009)
Nuno A. Fonseca, Vítor Santos Costa, Rui Camacho, Cristina P. Vieira, Jorge Vieira
Partitional Clustering of Protein Sequences - An Inductive Logic Programming Approach. IWANN (2) (2009)
Max Pereira, Vítor Santos Costa, Rui Camacho, Nuno A. Fonseca, Carlos J. V. Simões, Rui M. M. Brito
Comparative Study of Classification Algorithms Using Molecular Descriptors in Toxicological DataBases. BSB (2009)
Nuno A. Fonseca, Vítor Santos Costa, Ricardo Rocha, Rui Camacho, Fernando M. A. Silva
Improving the efficiency of inductive logic programming systems. Softw. Pract. Exp. 39 (2) (2009)
Max Pereira, Vítor Santos Costa, Rui Camacho, Nuno A. Fonseca
Visually Guiding and Controlling the Search While Mining Chemical Structures. IWANN (2) (2009)
Rui Camacho, Alexessander Alves, Cândida G. Silva, Rui M. M. Brito
On Mining Protein Unfolding Simulation Data with Inductive Logic Programming. IWPACBB (2008)
Vítor Santos Costa, Nuno A. Fonseca, Rui Camacho
LogCHEM: Interactive Discriminative Mining of Chemical Structure. BIBM (2008)
Nuno A. Fonseca, Rui Camacho, Ricardo Rocha, Vítor Santos Costa
Compile the Hypothesis Space: Do it Once, Use it Often. Fundam. Informaticae 89 (1) (2008)
Nuno A. Fonseca, Vítor Santos Costa, Rui Camacho
k-RNN: k-relational nearest neighbour algorithm. SAC (2008)
Rui Camacho, Nuno A. Fonseca, Ricardo Rocha, Vítor Santos Costa
ILP : - Just Trie It. ILP (2007)
Ruy Ramos, Rui Camacho
Distributed Generative Data Mining. ICDM (2007)
Ashwin Srinivasan, David Page, Rui Camacho, Ross D. King
Quantitative pharmacophore models with inductive logic programming. Mach. Learn. 64 (1-3) (2006)
Rui Camacho
A commodity platform for Distributed Data Mining - the HARVARD System. ICDM (Posters) (2006)
Nuno A. Fonseca, Fernando M. A. Silva, Rui Camacho
April - An Inductive Logic Programming System. JELIA (2006)
Rui Camacho, Ross D. King, Ashwin Srinivasan
Guest editorial. Mach. Learn. 64 (1-3) (2006)
Nuno A. Fonseca, Fernando M. A. Silva, Vítor Santos Costa, Rui Camacho
A pipelined data-parallel algorithm for ILP. CLUSTER (2005)
Rui Camacho, Alexessander Alves, Joaquim Pinto da Costa, Paulo J. Azevedo
Introduction. EPIA (2005)
Francisco Reinaldo, João Certo, Nuno Cordeiro, Luís Paulo Reis, Rui Camacho, Nuno Lau
Applying Biological Paradigms to Emerge Behaviour in RoboCup Rescue Team. EPIA (2005)
Nuno A. Fonseca, Fernando M. A. Silva, Rui Camacho
Strategies to Parallelize ILP Systems. ILP (2005)
Domenico Talia, Hillol Kargupta, Patrick Valduriez, Rui Camacho
Topic 5 - Parallel and Distributed Databases, Data Mining and Knowledge Discovery. Euro-Par (2005)
Rui Camacho
IndLog - Induction in Logic. JELIA (2004)
Alexessander Alves, Rui Camacho, Eugénio C. Oliveira
Improving Numerical Reasoning Capabilities of Inductive Logic Programming Systems. IBERAMIA (2004)
Alexessander Alves, Rui Camacho, Eugénio C. Oliveira
Discovery of Functional Relationships in Multi-Relational Data using Inductive Logic Programming. ICDM (2004)
Nuno A. Fonseca, Vítor Santos Costa, Fernando M. A. Silva, Rui Camacho
On Avoiding Redundancy in Inductive Logic Programming. ILP (2004)
Nuno A. Fonseca, Ricardo Rocha, Rui Camacho, Fernando M. A. Silva
Efficient Data Structures for Inductive Logic Programming. ILP (2003)
Vítor Santos Costa, Ashwin Srinivasan, Rui Camacho, Hendrik Blockeel, Bart Demoen, Gerda Janssens, Jan Struyf, Henk Vandecasteele, Wim Van Laer
Query Transformations for Improving the Efficiency of ILP Systems. J. Mach. Learn. Res. 4 (2003)
Rui Camacho
Improving the Efficiency of ILP Systems. EPIA (2003)
Nuno A. Fonseca, Vítor Santos Costa, Fernando M. A. Silva, Rui Camacho
Experimental Evaluation of a Caching Technique for ILP. EPIA (2003)
Rui Camacho, Pavel Brazdil
Improving the Robustness and Encoding Complexity of Behavioural Clones. ECML (2001)
Vítor Santos Costa, Ashwin Srinivasan, Rui Camacho
A Note on Two Simple Transformations for Improving the Efficiency of an ILP System. ILP (2000)
Ashwin Srinivasan, Rui Camacho
Numerical Reasoning with an ILP System Capable of Lazy Evaluation and Customised Search. J. Log. Program. 40 (2-3) (1999)
Rui Camacho
Inducing Models of human Control Skills. ECML (1998)
Rui Camacho, Donald Michie
Behavioral Cloning A Correction. AI Mag. 16 (2) (1995)
Donald Michie, Rui Camacho
Building symbolic representations of intuitive real-time skills from performance data. Machine Intelligence 13 (1992)
Eugénio C. Oliveira, Rui Camacho, Carlos Ramos
A multi-agent environment in robotics. Robotica 9 (4) (1991)