Rui Camacho

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. IJDMB 6(6): 571-584 (2012)

Nuno A. Fonseca, Vítor Santos Costa, Rui Camacho: Conceptual Clustering of Multi-Relational Data. ILP 2012: 145-159

Marco Alves, Joãd Alves, Rui Camacho, Pedro Soares, Luísa Pereira: From Networks to Trees. PACBB 2012: 129-136

Célia Talma Gonçalves, Rui Camacho, Eugénio C. Oliveira: BioTextRetriever: A Tool to Retrieve Relevant Papers. IJKDB 2(3): 21-36 (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. Integrative Bioinformatics 8(3) (2011)

Célia Talma Gonçalves, Rui Camacho, Eugenio Oliveira: From Sequences to Papers: An Information Retrieval Exercise. ICDM Workshops 2011: 1010-1017

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

Francisco Correia, Rui Camacho, João Correia Lopes: An Architecture for Collaborative Data Mining. KDIR 2010: 467-470

Nuno A. Fonseca, Max Pereira, Vítor Santos Costa, Rui Camacho: Interactive Discriminative Mining of Chemical Fragments. ILP 2010: 59-66

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

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

Nuno A. Fonseca, Ashwin Srinivasan, Fernando M. A. Silva, Rui Camacho: Parallel ILP for distributed-memory architectures. Machine Learning 74(3): 257-279 (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. Exper. 39(2): 189-219 (2009)

Nuno A. Fonseca, Vítor Santos Costa, Rui Camacho, Cristina Vieira, Jorge Vieira: Partitional Clustering of Protein Sequences - An Inductive Logic Programming Approach. IWANN (2) 2009: 1001-1004

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

Francisco Reinaldo, Carlos Fernandes, Md. Anishur Rahman, Andreia Malucelli, Rui Camacho: Assessing the Eligibility of Kidney Transplant Donors. MLDM 2009: 802-809

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

Nuno A. Fonseca, Rui Camacho, Ricardo Rocha, Vítor Santos Costa: Compile the Hypothesis Space: Do it Once, Use it Often. Fundam. Inform. 89(1): 45-67 (2008)

Vítor Santos Costa, Nuno A. Fonseca, Rui Camacho: LogCHEM: Interactive Discriminative Mining of Chemical Structure. BIBM 2008: 421-426

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

Nuno A. Fonseca, Vítor Santos Costa, Rui Camacho: k-RNN: k-relational nearest neighbour algorithm. SAC 2008: 944-948

Rui Camacho, Nuno A. Fonseca, Ricardo Rocha, Vítor Santos Costa: ILP : - Just Trie It. ILP 2007: 78-87

Ruy Ramos, Rui Camacho: Distributed Generative Data Mining. Industrial Conference on Data Mining 2007: 307-317

Ashwin Srinivasan, David Page, Rui Camacho, Ross D. King: Quantitative pharmacophore models with inductive logic programming. Machine Learning 64(1-3): 65-90 (2006)

Rui Camacho, Ross D. King, Ashwin Srinivasan: Guest editorial. Machine Learning 64(1-3): 145-147 (2006)

Rui Camacho: A commodity platform for Distributed Data Mining - the HARVARD System. Industrial Conference on Data Mining - Posters 2006: 49-61

Nuno A. Fonseca, Fernando M. A. Silva, Rui Camacho: April - An Inductive Logic Programming System. JELIA 2006: 481-484

Nuno A. Fonseca, Fernando M. A. Silva, Vítor Santos Costa, Rui Camacho: A pipelined data-parallel algorithm for ILP. CLUSTER 2005: 1-10

Rui Camacho, Alexessander Alves, Joaquim Pinto da Costa, Paulo J. Azevedo: Introduction. EPIA 2005: 235-235

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

Domenico Talia, Hillol Kargupta, Patrick Valduriez, Rui Camacho: Topic 5 - Parallel and Distributed Databases, Data Mining and Knowledge Discovery. Euro-Par 2005: 347

Nuno A. Fonseca, Fernando M. A. Silva, Rui Camacho: Strategies to Parallelize ILP Systems. ILP 2005: 136-153

João Gama, Rui Camacho, Pavel Brazdil, Alípio Jorge, Luís Torgo (Eds.): 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

Alípio Jorge, Luís Torgo, Pavel Brazdil, Rui Camacho, João Gama (Eds.): 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

Alexessander Alves, Rui Camacho, Eugenio Oliveira: Improving Numerical Reasoning Capabilities of Inductive Logic Programming Systems. IBERAMIA 2004: 195-204

Alexessander Alves, Rui Camacho, Eugenio Oliveira: Discovery of Functional Relationships in Multi-Relational Data using Inductive Logic Programming. ICDM 2004: 319-322

Nuno A. Fonseca, Vítor Santos Costa, Fernando M. A. Silva, Rui Camacho: On Avoiding Redundancy in Inductive Logic Programming. ILP 2004: 132-146

Rui Camacho: IndLog - Induction in Logic. JELIA 2004: 718-721

Rui Camacho, Ross D. King, Ashwin Srinivasan (Eds.): 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

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. Journal of Machine Learning Research 4: 465-491 (2003)

Nuno A. Fonseca, Vítor Santos Costa, Fernando M. A. Silva, Rui Camacho: Experimental Evaluation of a Caching Technique for ILP. EPIA 2003: 151-155

Rui Camacho: Improving the Efficiency of ILP Systems. EPIA 2003: 224-228

Nuno A. Fonseca, Ricardo Rocha, Rui Camacho, Fernando M. A. Silva: Efficient Data Structures for Inductive Logic Programming. ILP 2003: 130-145

Rui Camacho, Pavel Brazdil: Improving the Robustness and Encoding Complexity of Behavioural Clones. ECML 2001: 37-48

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

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)

Rui Camacho: Inducing Models of human Control Skills. ECML 1998: 107-118

Rui Camacho, Donald Michie: Behavioral Cloning A Correction. AI Magazine 16(2): 92 (1995)

Donald Michie, Rui Camacho: Building symbolic representations of intuitive real-time skills from performance data. Machine Intelligence 13 1994: 385-418