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ORCIDRui Camacho
Rui Carlos Camacho
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- affiliation: University of Porto, Department of Informatics Engineering, Portugal
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2020 – today
- 2024
[j19]Henrique Freitas
, Rui Camacho, Daniel Castro Silva:
Imitation learning for aerobatic maneuvering in fixed-wing aircraft. J. Comput. Sci. 81: 102343 (2024)- 2023
- [c57]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: 554-565 - [c56]Rui Camacho, Jorge Oliveira, Luis Andrade:
A Deep Learning approach to infer morphological characteristics of the heart from cardiac sound analysis. ICBBB 2023: 63-67 - [c55]Henrique Freitas, Rui Camacho, Daniel Castro Silva:
Performing Aerobatic Maneuver with Imitation Learning. ICCS (1) 2023: 206-220 - [c54]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: 345-355 - [c53]Diogo Mendes, Rui Camacho:
A Platform for the Study of Drug Interactions and Adverse Effects Prediction. IWBBIO (1) 2023: 404-418 - 2022
- [j18]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): 283 (2022) - [c52]Gonçalo Leão, Rui Camacho, Armando Sousa, Germano Veiga:
An Inductive Logic Programming Approach for Entangled Tube Modeling in Bin Picking. ROBOT (2) 2022: 79-91 - 2021
- [j17]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: 103669 (2021) - [c51]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: 228-234 - [c50]Pedro Ferreira, João Ladeiras, Rui Camacho:
Assessing the Impact of Data Set Enrichment to Improve Drug Sensitivity in Cancer. PACBB 2021: 74-84 - 2020
- [j16]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. 20-S(5): 141 (2020) - [i2]Mafalda Falcao Ferreira, Rui Camacho, Luís Filipe Teixeira:
Autoencoders as Weight Initialization of Deep Classification Networks for Cancer versus Cancer Studies. CoRR abs/2001.05253 (2020)
2010 – 2019
- 2019
- [c49]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: 550-560 - [i1]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) - 2018
- [c48]Mafalda Falcao Ferreira, Rui Camacho, Luís Filipe Teixeira:
Autoencoders as Weight Initialization of Deep Classification Networks Applied to Papillary Thyroid Carcinoma. BIBM 2018: 629-632 - [c47]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: 502-513 - [c46]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: 149-156 - 2017
- [c45]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: 70-73 - [c44]Vitor Teixeira, Rui Camacho, Pedro G. Ferreira:
Learning influential genes on cancer gene expression data with stacked denoising autoencoders. BIBM 2017: 1201-1205 - [c43]Bruno Cavadas, Joana Ferreira, Rui Camacho, Nuno A. Fonseca, Luísa Pereira:
QmihR: Pipeline for Quantification of Microbiome in Human RNA-seq. PACBB 2017: 173-179 - [e4]Inês Dutra, Rui Camacho, Jorge G. Barbosa, Osni Marques:
High Performance Computing for Computational Science - VECPAR 2016 - 12th International Conference, Porto, Portugal, June 28-30, 2016, Revised Selected Papers. Lecture Notes in Computer Science 10150, Springer 2017, ISBN 978-3-319-61981-1 [contents] - 2016
- [p1]Rui Camacho, Jorge G. Barbosa, Altino M. Sampaio, João Ladeiras, Nuno A. Fonseca, Vítor Santos Costa:
Parallel Algorithms for Multirelational Data Mining: Application to Life Science Problems. Resource Management for Big Data Platforms 2016: 339-363 - 2015
- [c42]Diogo Pinto, Pedro Costa, Rui Camacho, Vítor Santos Costa:
Predicting Drugs Adverse Side-Effects Using a Recommender-System. Discovery Science 2015: 201-208 - 2014
- [j15]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): 6161-6173 (2014) - [j14]Célia Talma Gonçalves, Rui Camacho, Eugénio C. Oliveira:
Ranking MEDLINE documents. J. Braz. Comput. Soc. 20(1): 13:1-13:16 (2014) - [c41]Pedro H. Abreu, Carlos Soares, Rui Carlos Camacho:
Distributed Environment Framework for Optimization Experiments. ICCSA (Workshops/Short Papers/Posters) 2014: 256-259 - 2013
- [j13]Tiago Loureiro, Rui Camacho, Jorge Vieira, Nuno A. Fonseca:
Improving the performance of Transposable Elements detection tools. J. Integr. Bioinform. 10(3) (2013) - [c40]Rui Camacho, Ruy Ramos, Nuno A. Fonseca:
AND Parallelism for ILP: The APIS System. ILP 2013: 93-106 - [c39]Tiago Loureiro, Rui Camacho, Jorge Vieira, Nuno A. Fonseca:
Boosting the Detection of Transposable Elements Using Machine Learning. PACBB 2013: 85-91 - [c38]Nicos Angelopoulos, Vítor Santos Costa, João Azevedo, Jan Wielemaker, Rui Camacho, Lodewyk F. A. Wessels:
Integrative Functional Statistics in Logic Programming. PADL 2013: 190-205 - 2012
- [j12]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): 571-584 (2012) - [c37]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: 1-6 - [c36]Ines Coimbra Morgado, Ana C. R. Paiva, João Pascoal Faria, Rui Camacho:
GUI reverse engineering with machine learning. RAISE@ICSE 2012: 27-31 - [c35]Marco G. Alves, Joãd Alves, Rui Camacho, Pedro Soares, Luísa Pereira:
From Networks to Trees. PACBB 2012: 129-136 - 2011
- [j11]Célia Talma Gonçalves, Rui Camacho, Eugénio C. Oliveira:
BioTextRetriever: A Tool to Retrieve Relevant Papers. Int. J. Knowl. Discov. Bioinform. 2(3): 21-36 (2011) - [j10]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) - [c34]Célia Talma Gonçalves, Rui Camacho, Eugénio C. Oliveira:
From Sequences to Papers: An Information Retrieval Exercise. ICDM Workshops 2011: 1010-1017 - [c33]Nuno A. Fonseca, Vítor Santos Costa, Rui Camacho:
Conceptual Clustering of Multi-Relational Data. ILP 2011: 145-159 - [c32]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: 355-363 - 2010
- [c31]Francisco Correia, Rui Camacho, João Correia Lopes:
An Architecture for Collaborative Data Mining. KDIR 2010: 467-470 - [c30]Nuno A. Fonseca, Max Pereira, Vítor Santos Costa, Rui Camacho:
Interactive Discriminative Mining of Chemical Fragments. ILP 2010: 59-66 - [c29]Rui Camacho, Rita Ferreira, Natacha Rosa, Vânia Guimarães, Nuno A. Fonseca, Vítor Santos Costa, Miguel de Sousa, Alexandre Magalhães:
Predicting the Start of Protein alpha-Helices Using Machine Learning Algorithms. IWPACBB 2010: 33-41 - [c28]Carlos Adriano Gonçalves, Célia Talma Gonçalves, Rui Camacho, Eugénio C. Oliveira:
The Impact of Pre-processing on the Classification of MEDLINE Documents. PRIS 2010: 53-61
2000 – 2009
- 2009
- [j9]Nuno A. Fonseca, Ashwin Srinivasan, Fernando M. A. Silva, Rui Camacho:
Parallel ILP for distributed-memory architectures. Mach. Learn. 74(3): 257-279 (2009) - [j8]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): 189-219 (2009) - [c27]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: 1001-1004 - [c26]Max Pereira, Vítor Santos Costa, Rui Camacho, Nuno A. Fonseca:
Visually Guiding and Controlling the Search While Mining Chemical Structures. IWANN (2) 2009: 1043-1046 - [c25]Francisco Reinaldo, Carlos Fernandes, Md. Anishur Rahman, Andreia Malucelli, Rui Camacho:
Assessing the Eligibility of Kidney Transplant Donors. MLDM 2009: 802-809 - [c24]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: 121-132 - 2008
- [j7]Nuno A. Fonseca, Rui Camacho, Ricardo Rocha, Vítor Santos Costa:
Compile the Hypothesis Space: Do it Once, Use it Often. Fundam. Informaticae 89(1): 45-67 (2008) - [c23]Vítor Santos Costa, Nuno A. Fonseca, Rui Camacho:
LogCHEM: Interactive Discriminative Mining of Chemical Structure. BIBM 2008: 421-426 - [c22]Rui Camacho, Alexessander Alves, Cândida G. Silva, Rui M. M. Brito:
On Mining Protein Unfolding Simulation Data with Inductive Logic Programming. IWPACBB 2008: 175-179 - [c21]Nuno A. Fonseca, Vítor Santos Costa, Rui Camacho:
k-RNN: k-relational nearest neighbour algorithm. SAC 2008: 944-948 - 2007
- [c20]Rui Camacho, Nuno A. Fonseca, Ricardo Rocha, Vítor Santos Costa:
ILP : - Just Trie It. ILP 2007: 78-87 - [c19]Ruy Ramos, Rui Camacho:
Distributed Generative Data Mining. ICDM 2007: 307-317 - 2006
- [j6]Ashwin Srinivasan, David Page, Rui Camacho, Ross D. King:
Quantitative pharmacophore models with inductive logic programming. Mach. Learn. 64(1-3): 65-90 (2006) - [j5]Rui Camacho, Ross D. King, Ashwin Srinivasan:
Guest editorial. Mach. Learn. 64(1-3): 145-147 (2006) - [c18]Rui Camacho:
A commodity platform for Distributed Data Mining - the HARVARD System. ICDM (Posters) 2006: 49-61 - [c17]Nuno A. Fonseca, Fernando M. A. Silva, Rui Camacho:
April - An Inductive Logic Programming System. JELIA 2006: 481-484 - 2005
- [c16]Nuno A. Fonseca, Fernando M. A. Silva, Vítor Santos Costa, Rui Camacho:
A pipelined data-parallel algorithm for ILP. CLUSTER 2005: 1-10 - [c15]Rui Camacho, Alexessander Alves, Joaquim Pinto da Costa, Paulo J. Azevedo:
Introduction. EPIA 2005: 235-235 - [c14]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: 422-434 - [c13]Domenico Talia, Hillol Kargupta, Patrick Valduriez, Rui Camacho:
Topic 5 - Parallel and Distributed Databases, Data Mining and Knowledge Discovery. Euro-Par 2005: 347 - [c12]Nuno A. Fonseca, Fernando M. A. Silva, Rui Camacho:
Strategies to Parallelize ILP Systems. ILP 2005: 136-153 - [e3]João Gama, Rui Camacho, Pavel Brazdil, Alípio Jorge, Luís Torgo:
Machine Learning: ECML 2005, 16th European Conference on Machine Learning, Porto, Portugal, October 3-7, 2005, Proceedings. Lecture Notes in Computer Science 3720, Springer 2005, ISBN 3-540-29243-8 [contents] - [e2]Alípio Jorge, Luís Torgo, Pavel Brazdil, Rui Camacho, João Gama:
Knowledge Discovery in Databases: PKDD 2005, 9th European Conference on Principles and Practice of Knowledge Discovery in Databases, Porto, Portugal, October 3-7, 2005, Proceedings. Lecture Notes in Computer Science 3721, Springer 2005, ISBN 3-540-29244-6 [contents] - 2004
- [c11]Alexessander Alves, Rui Camacho, Eugénio C. Oliveira:
Improving Numerical Reasoning Capabilities of Inductive Logic Programming Systems. IBERAMIA 2004: 195-204 - [c10]Alexessander Alves, Rui Camacho, Eugénio C. Oliveira:
Discovery of Functional Relationships in Multi-Relational Data using Inductive Logic Programming. ICDM 2004: 319-322 - [c9]Nuno A. Fonseca, Vítor Santos Costa, Fernando M. A. Silva, Rui Camacho:
On Avoiding Redundancy in Inductive Logic Programming. ILP 2004: 132-146 - [c8]Rui Camacho:
IndLog - Induction in Logic. JELIA 2004: 718-721 - [e1]Rui Camacho, Ross D. King, Ashwin Srinivasan:
Inductive Logic Programming, 14th International Conference, ILP 2004, Porto, Portugal, September 6-8, 2004, Proceedings. Lecture Notes in Computer Science 3194, Springer 2004, ISBN 3-540-22941-8 [contents] - 2003
- [j4]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: 465-491 (2003) - [c7]Nuno A. Fonseca, Vítor Santos Costa, Fernando M. A. Silva, Rui Camacho:
Experimental Evaluation of a Caching Technique for ILP. EPIA 2003: 151-155 - [c6]Rui Camacho:
Improving the Efficiency of ILP Systems. EPIA 2003: 224-228 - [c5]Nuno A. Fonseca, Ricardo Rocha, Rui Camacho, Fernando M. A. Silva:
Efficient Data Structures for Inductive Logic Programming. ILP 2003: 130-145 - 2001
- [c4]Rui Camacho, Pavel Brazdil:
Improving the Robustness and Encoding Complexity of Behavioural Clones. ECML 2001: 37-48 - 2000
- [c3]Vítor Santos Costa, Ashwin Srinivasan, Rui Camacho:
A Note on Two Simple Transformations for Improving the Efficiency of an ILP System. ILP 2000: 225-242
1990 – 1999
- 1999
- [j3]Ashwin Srinivasan, Rui Camacho:
Numerical Reasoning with an ILP System Capable of Lazy Evaluation and Customised Search. J. Log. Program. 40(2-3): 185-213 (1999) - 1998
- [c2]Rui Camacho:
Inducing Models of human Control Skills. ECML 1998: 107-118 - 1995
- [j2]Rui Camacho, Donald Michie:
Behavioral Cloning A Correction. AI Mag. 16(2): 92 (1995) - 1992
- [c1]Donald Michie, Rui Camacho:
Building symbolic representations of intuitive real-time skills from performance data. Machine Intelligence 13 1992: 385-418 - 1991
- [j1]Eugénio C. Oliveira, Rui Camacho, Carlos Ramos:
A multi-agent environment in robotics. Robotica 9(4): 431-440 (1991)
Coauthor Index
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