Please note: This is a beta version of the new dblp website.
You can find the classic dblp view of this page here.
You can find the classic dblp view of this page here.
Miguel Rocha
Miguel P. Rocha – Miguel Francisco de Almeida Pereira da Rocha
2010 – today
- 2013
[j20]Jorge Henrique Martins de Pinho, João Luis Ferreira Sobral, Miguel Rocha: Parallel evolutionary computation in bioinformatics applications. Computer Methods and Programs in Biomedicine 110(2): 183-191 (2013)- [j19]Pedro Sousa, Paulo Cortez, Rui Vaz, Miguel Rocha, Miguel Rio: Email Spam Detection: a Symbiotic Feature Selection Approach Fostered by Evolutionary Computation. International Journal of Information Technology and Decision Making 12(4): 863- (2013)
- [c58]Vitor Pereira, Miguel Rocha, Paulo Cortez, Miguel Rio, Pedro Sousa: A Framework for Robust Traffic Engineering Using Evolutionary Computation. AIMS 2013: 1-12
- [c57]Paulo Maia, Isabel Rocha, Miguel Rocha: An integrated framework for strain optimization. IEEE Congress on Evolutionary Computation 2013: 198-205
- [c56]Pedro Evangelista, Miguel Rocha, Isabel Rocha: Evolutionary computation for predicting optimal reaction knockouts and enzyme modulation strategies. IEEE Congress on Evolutionary Computation 2013: 1225-1232
- [c55]Miguel Rocha: Large Scale Metabolic Characterization Using Flux Balance Analysis and Data Mining. ICANNGA 2013: 336-345
- 2012
- [j18]Paulo Cortez, Miguel Rio, Miguel Rocha, Pedro Sousa: Multi-scale Internet traffic forecasting using neural networks and time series methods. Expert Systems 29(2): 143-155 (2012)
- [j17]Paulo Maia, Paulo Vilaça, Isabel Rocha, Marcellinus Pont, Jean-François Tomb, Miguel Rocha: An integrated computational environment for elementary modes analysis of biochemical networks. IJDMB 6(4): 382-395 (2012)
- [j16]Emanuel Gonçalves, Rui Pereira, Isabel Rocha, Miguel Rocha: Optimization Approaches for the In Silico Discovery of Optimal Targets for Gene Over/Underexpression. Journal of Computational Biology 19(2): 102-114 (2012)
- [j15]Sara Correia, Miguel Rocha: In silico strain optimization by adding reactions to metabolic models. J. Integrative Bioinformatics 9(3) (2012)
- [c54]André Zúquete, Pedro Correia, Miguel Rocha: A Framework for Enforcing User-Based Authorization Policies on Packet Filter Firewalls. Communications and Multimedia Security 2012: 204-206
- [c53]André Zúquete, Miguel Rocha: Identification of source applications for enhanced traffic analysis and anomaly detection. ICC 2012: 6694-6698
- [c52]Paulo Cortez, Rui Vaz, Miguel Rocha, Miguel Rio, Pedro Sousa: Evolutionary Symbiotic Feature Selection for Email Spam Detection. ICINCO (1) 2012: 159-164
- [c51]Sara Correia, Miguel Rocha: Computational Tools for Strain Optimization by Adding Reactions. PACBB 2012: 241-250
- [c50]Emanuel Gonçalves, Isabel Rocha, Miguel Rocha: Computational Tools for Strain Optimization by Tuning the Optimal Level of Gene Expression. PACBB 2012: 251-258
- [c49]João Cardoso, Paulo Vilaça, Simão Soares, Miguel Rocha: An Algorithm to Assemble Gene-Protein-Reaction Associations for Genome-Scale Metabolic Model Reconstruction. PRIB 2012: 118-128
- [c48]Marcelo Maraschin, Amélia Somensi-Zeggio, Simone K. Oliveira, Shirley Kuhnen, Maíra M. Tomazzoli, Ana C. M. Zeri, Rafael Carreira, Miguel Rocha: A Machine Learning and Chemometrics Assisted Interpretation of Spectroscopic Data - A NMR-Based Metabolomics Platform for the Assessment of Brazilian Propolis. PRIB 2012: 129-140
- [e5]Miguel P. Rocha, Nicholas M. Luscombe, Florentino Fdez-Riverola, Juan M. Corchado Rodríguez (Eds.): 6th International Conference on Practical Applications of Computational Biology & Bioinformatics. Advances in Intelligent and Soft Computing 154, Springer 2012, ISBN 978-3-642-28838-8
- 2011
- [j14]Miguel Rocha, Pedro Nuno Miranda de Sousa, Paulo Cortez, Miguel Rio: Quality of Service constrained routing optimization using Evolutionary Computation. Appl. Soft Comput. 11(1): 356-364 (2011)
- [j13]Anália Lourenço, Sónia Carneiro, Miguel Rocha, Eugénio C. Ferreira, Isabel Rocha: Challenges in integrating Escherichia coli molecular biology data. Briefings in Bioinformatics 12(2): 91-103 (2011)
- [j12]Paulo Vilaça, Isabel Rocha, Miguel Rocha: A computational tool for the simulation and optimization of microbial strains accounting integrated metabolic/regulatory information. Biosystems 103(3): 435-441 (2011)
- [j11]Rafael Carreira, Sónia Carneiro, Rui Pereira, Miguel Rocha, Isabel Rocha, Eugénio C. Ferreira, Anália Lourenço: Semantic annotation of biological concepts interplaying microbial cellular responses. BMC Bioinformatics 12: 460 (2011)
- [j10]Clotilde Lopes, Paulo Cortez, Pedro Nuno Miranda de Sousa, Miguel Rocha, Miguel Rio: Symbiotic filtering for spam email detection. Expert Syst. Appl. 38(8): 9365-9372 (2011)
- [j9]Anália Lourenço, Sónia Carneiro, José P. Pinto, Miguel Rocha, Eugénio C. Ferreira, Isabel Rocha: A Study of the Short and Long-term Regulation of E. coli Metabolic Pathways. J. Integrative Bioinformatics 8(3) (2011)
- [c47]Miguel Rocha, Tiago Sá, Pedro Nuno Miranda de Sousa, Paulo Cortez, Miguel Rio: Multiobjective Evolutionary Algorithms for intradomain routing optimization. IEEE Congress on Evolutionary Computation 2011: 2272-2279
- [c46]Pedro Evangelista, Jorge Henrique Martins de Pinho, Emanuel Gonçalves, Paulo Maia, João Luis Ferreira Sobral, Miguel Francisco de Almeida Pereira da Rocha: A Software Platform for Evolutionary Computation with Pluggable Parallelism and Quality Assurance. EANN/AIAI (2) 2011: 45-50
- [c45]Anália Lourenço, Sónia Carneiro, José P. Pinto, Miguel Rocha, Eugénio C. Ferreira, Isabel Rocha: Interpreting the Regulatory Interplay in E. coli Metabolic Pathways. PACBB 2011: 303-312
- [c44]Paulo Vilaça, Paulo Maia, Miguel Rocha: A Study on the Robustness of Strain Optimization Algorithms. PACBB 2011: 329-336
- [c43]José Pedro Pinto, Isabel Rocha, Miguel Rocha: Highlighting Metabolic Strategies Using Network Analysis over Strain Optimization Results. PRIB 2011: 109-120
- [c42]Pedro Nuno Miranda de Sousa, Paulo Cortez, Miguel Rio, Miguel Rocha: Traffic Engineering Approaches Using Multicriteria Optimization Techniques. WWIC 2011: 104-115
- [e4]Miguel P. Rocha, Juan M. Corchado Rodríguez, Florentino Fdez-Riverola, Alfonso Valencia (Eds.): 5th International Conference on Practical Applications of Computational Biology & Bioinformatics, PACBB 2011, April 6-8, 2011, Salamanca, Spain. Advances in Intelligent and Soft Computing 93, Springer 2011, ISBN 978-3-642-19913-4
- 2010
- [j8]Daniel Glez-Peña, Miguel Reboiro-Jato, Paulo Maia, Miguel Rocha, Fernando Díaz, Florentino Fdez-Riverola: AIBench: A rapid application development framework for translational research in biomedicine. Computer Methods and Programs in Biomedicine 98(2): 191-203 (2010)
- [j7]Anália Lourenço, Rafael Carreira, Daniel Glez-Peña, José Ramon Méndez, Sónia Carneiro, Luis Mateus Rocha, Fernando Díaz, Eugénio C. Ferreira, Isabel Rocha, Florentino Fdez-Riverola, Miguel Rocha: BioDR: Semantic indexing networks for biomedical document retrieval. Expert Syst. Appl. 37(4): 3444-3453 (2010)
- [c41]Daniel Machado, Rafael S. Costa, Miguel Rocha, Isabel Rocha, Bruce Tidor, Eugénio C. Ferreira: Model Transformation of Metabolic Networks using a Petri Net Based Framework. ACSD/Petri Nets Workshops 2010: 103-117
- [c40]José P. Pinto, Isabel Rocha, Miguel Rocha: A software tool for network topology analysis under a metabolic engineering perspective. BCB 2010: 569-578
- [c39]Paulo Vilaça, Paulo Maia, Isabel Rocha, Miguel Rocha: Metaheuristics for Strain Optimization Using Transcriptional Information Enriched Metabolic Models. EvoBIO 2010: 205-216
- [c38]Paulo Cortez, André Correia, Pedro Nuno Miranda de Sousa, Miguel Rocha, Miguel Rio: Spam Email Filtering Using Network-Level Properties. ICDM 2010: 476-489
- [c37]José P. Faria, Miguel Rocha, Rick L. Stevens, Christopher S. Henry: Analysis of the Effect of Reversibility Constraints on the Predictions of Genome-Scale Metabolic Models. IWPACBB 2010: 209-215
- [c36]Paulo Maia, Marcellinus Pont, Jean-François Tomb, Isabel Rocha, Miguel Rocha: Enhancing Elementary Flux Modes Analysis Using Filtering Techniques in an Integrated Environment. IWPACBB 2010: 217-224
- [c35]Jorge Henrique Martins de Pinho, Miguel Francisco de Almeida Pereira da Rocha, João Luis Ferreira Sobral: Pluggable Parallelization of Evolutionary Algorithms Applied to the Optimization of Biological Processes. PDP 2010: 395-402
- [e3]Miguel P. Rocha, Florentino Fernández Riverola, Hagit Shatkay, Juan M. Corchado (Eds.): Advances in Bioinformatics - 4th International Workshop on Practical Applications of Computational Biology and Bioinformatics 2010 (IWPACBB 2010), Guimarães, Portugal, 16-18 June 2010. Advances in Soft Computing 74, Springer 2010, ISBN 978-3-642-13213-1
2000 – 2009
- 2009
- [j6]Anália Lourenço, Rafael Carreira, Sónia Carneiro, Paulo Maia, Daniel Glez-Peña, Florentino Fdez-Riverola, Eugénio C. Ferreira, Isabel Rocha, Miguel Rocha: @Note: A workbench for Biomedical Text Mining. Journal of Biomedical Informatics 42(4): 710-720 (2009)
- [c34]Pedro Evangelista, Isabel Rocha, Eugénio C. Ferreira, Miguel Rocha: Evolutionary Approaches for Strain Optimization Using Dynamic Models under a Metabolic Engineering Perspective. EvoBIO 2009: 140-151
- [c33]Pedro Evangelista, Paulo Maia, Miguel Rocha: Implementing Metaheuristic Optimization Algorithms with JECoLi. ISDA 2009: 505-510
- [c32]Anália Lourenço, Sónia Carneiro, Eugénio C. Ferreira, Rafael Carreira, Luis Mateus Rocha, Daniel Glez-Peña, José Ramon Méndez, Florentino Fdez-Riverola, Fernando Díaz, Isabel Rocha, Miguel Rocha: Biomedical Text Mining Applied to Document Retrieval and Semantic Indexing. IWANN (2) 2009: 954-963
- [c31]Daniel Machado, Rafael S. Costa, Miguel Rocha, Isabel Rocha, Bruce Tidor, Eugénio C. Ferreira: A Critical Review on Modelling Formalisms and Simulation Tools in Computational Biosystems. IWANN (2) 2009: 1063-1070
- [c30]Pedro Evangelista, Isabel Rocha, Eugénio C. Ferreira, Miguel Rocha: A Software Tool for the Simulation and Optimization of Dynamic Metabolic Models. IWANN (2) 2009: 1071-1078
- [c29]Paulo Cortez, Clotilde Lopes, Pedro Nuno Miranda de Sousa, Miguel Rocha, Miguel Rio: Symbiotic Data Mining for Personalized Spam Filtering. Web Intelligence 2009: 149-156
- [e2]Sigeru Omatu, Miguel Rocha, José Bravo, Florentino Fernández Riverola, Emilio Corchado, Andrés Bustillo, Juan M. Corchado (Eds.): Distributed Computing, Artificial Intelligence, Bioinformatics, Soft Computing, and Ambient Assisted Living, 10th International Work-Conference on Artificial Neural Networks, IWANN 2009 Workshops, Salamanca, Spain, June 10-12, 2009. Proceedings, Part II. Lecture Notes in Computer Science 5518, Springer 2009, ISBN 978-3-642-02480-1
- [e1]Juan M. Corchado, Juan Francisco de Paz, Miguel Rocha, Florentino Fernández Riverola (Eds.): 2nd International Workshop on Practical Applications of Computational Biology and Bioinformatics, IWPACBB 2008, Salamanca, Spain, 22th-24th October 2008. Advances in Soft Computing 49, Springer 2009, ISBN 978-3-540-85860-7
- 2008
- [j5]Miguel Rocha, Paulo Maia, Rui Mendes, José P. Pinto, Eugénio C. Ferreira, Jens Nielsen, Kiran Raosaheb Patil, Isabel Rocha: Natural computation meta-heuristics for the in silico optimization of microbial strains. BMC Bioinformatics 9 (2008)
- [c28]Anália Lourenço, Rafael Carreira, Sónia Carneiro, Paulo Maia, Daniel Glez-Peña, Florentino Fdez-Riverola, Eugénio C. Ferreira, Isabel Rocha, Miguel Rocha: A framework for the development of Biomedical Text Mining software tools. BIBE 2008: 1-6
- [c27]Paulo Maia, Isabel Rocha, Eugénio C. Ferreira, Miguel Rocha: Evaluating evolutionary multiobjective algorithms for the in silico optimization of mutant strains. BIBE 2008: 1-6
- [c26]Rui Mendes, Anália Lourenço, Sónia Carneiro, Miguel Rocha, Isabel Rocha, Eugénio C. Ferreira: A framework for the integrated analysis of metabolic and regulatory networks. BIBE 2008: 1-6
- [c25]Miguel Rocha, Pedro Nuno Miranda de Sousa, Paulo Cortez, Miguel Rio: An Evolutionary Algorithm for Unicast/ Multicast Traffic Engineering. ICINCO-ICSO 2008: 238-243
- [c24]José Ramon Méndez, I. Cid, Daniel Glez-Peña, Miguel Rocha, Florentino Fdez-Riverola: A Comparative Impact Study of Attribute Selection Techniques on Naïve Bayes Spam Filters. ICDM 2008: 213-227
- [c23]Eduardo Valente, Isabel Rocha, Miguel Rocha: Modelling Fed-Batch Fermentation Processes: An Approach Based on Artificial Neural Networks. IWPACBB 2008: 30-39
- [c22]José P. Pinto, Oscar Días, Anália Lourenço, Sónia Carneiro, Eugénio C. Ferreira, Isabel Rocha, Miguel Rocha: Data Integration Issues in the Reconstruction of the Genome-Scale Metabolic Model of Zymomonas Mobillis. IWPACBB 2008: 92-101
- [c21]Pedro Nuno Miranda de Sousa, Miguel Rocha, Paulo Cortez, Miguel Rio: Multiconstrained Optimization of Networks with Multicast and Unicast Traffic. MMNS 2008: 139-150
- [p1]Daniel Machado, Miguel Rocha: getALife - An Artificial Life Environment for the Evaluation of Agent-Based Systems and Evolutionary Algorithms for Reinforcement Learning. New Challenges in Applied Intelligence Technologies 2008: 35-44
- 2007
- [j4]Miguel Rocha, Paulo Cortez, José Neves: Evolution of neural networks for classification and regression. Neurocomputing 70(16-18): 2809-2816 (2007)
- [j3]Pedro Nuno Miranda de Sousa, Miguel Rocha, Miguel Rio, Paulo Cortez: Automatic Provisioning of QoS Aware OSPF Configurations. JNW 2(2): 1-10 (2007)
- [c20]Miguel Rocha, José P. Pinto, Isabel Rocha, Eugénio C. Ferreira: Optimization of Bacterial Strains with Variable-Sized Evolutionary Algorithms. CIBCB 2007: 331-337
- [c19]Miguel Rocha, Rui Mendes, Paulo Maia, José P. Pinto, Isabel Rocha, Eugénio C. Ferreira: Evaluating Simulated Annealing Algorithms in the Optimization of Bacterial Strains. EPIA Workshops 2007: 473-484
- [c18]Miguel Rocha, Pedro Nuno Miranda de Sousa, Paulo Cortez, Miguel Rio: Evolutionary Computation for Quality of Service Internet Routing Optimization. EvoWorkshops 2007: 71-80
- [c17]Miguel Rocha, José P. Pinto, Isabel Rocha, Eugénio C. Ferreira: Evaluating Evolutionary Algorithms and Differential Evolution for the Online Optimization of Fermentation Processes. EvoBIO 2007: 236-246
- [c16]Miguel Rocha, Rui Mendes, Paulo Maia, Daniel Glez-Peña, Florentino Fdez-Riverola: A platform for the selection of genes in DNA microarraydata using evolutionary algorithms. GECCO 2007: 415-423
- [c15]Paulo Cortez, Miguel Rio, Pedro Nuno Miranda de Sousa, Miguel Rocha: Topology Aware Internet Traffic Forecasting Using Neural Networks. ICANN (2) 2007: 445-454
- [c14]Pedro Nuno Miranda de Sousa, Miguel Rocha, Miguel Rio, Paulo Cortez: Class-Based OSPF Traffic Engineering Inspired on Evolutionary Computation. WWIC 2007: 141-152
- 2006
- [c13]Paulo Cortez, Miguel Rio, Miguel Rocha, Pedro Nuno Miranda de Sousa: Internet Traffic Forecasting using Neural Networks. IJCNN 2006: 2635-2642
- [c12]Pedro Nuno Miranda de Sousa, Miguel Rocha, Miguel Rio, Paulo Cortez: Efficient OSPF Weight Allocation for Intra-domain QoS Optimization. IPOM 2006: 37-48
- 2005
- [c11]Miguel Rocha, Isabel Rocha, Eugénio C. Ferreira: A new representation in evolutionary algorithms for the optimization of bioprocesses. Congress on Evolutionary Computation 2005: 484-490
- [c10]Miguel Rocha, Paulo Cortez, José Neves: Simultaneous Evolution of Neural Network Topologies and Weights for Classification and Regression. IWANN 2005: 59-66
- 2004
- [j2]Paulo Cortez, Miguel Rocha, José Neves: Evolving Time Series Forecasting ARMA Models. J. Heuristics 10(4): 415-429 (2004)
- [c9]Miguel Rocha, José Neves, Isabel Rocha, Eugénio C. Ferreira: Evolutionary Algorithms for Optimal Control in Fed-Batch Fermentation Processes. EvoWorkshops 2004: 84-93
- 2003
- [c8]
- [c7]Miguel Rocha, Paulo Cortez, José Neves: Adaptive Learning in Changing Environments. ESANN 2003: 487-492
- 2002
- [j1]Paulo Cortez, Miguel Rocha, José Neves: A Lamarckian Approach for Neural Network Training. Neural Processing Letters 15(2): 105-116 (2002)
- 2001
- [c6]Paulo Cortez, Miguel Rocha, José Neves: Lamarckian training of feedforward neural networks. ESANN 2001: 153-158
- [c5]Miguel Rocha, Filipe Pereira, Sónia Afonso, José Neves: A Genetic and Evolutionary Programming Environment with Spatially Structured Populations and Built-In Parallelism. IEA/AIE 2001: 383-392
- [c4]Paulo Cortez, Miguel Rocha, José Neves: Genetic and Evolutionary Algorithms for Time Series Forecasting. IEA/AIE 2001: 393-402
- 2000
- [c3]Miguel Rocha, Carla Vilela, José Neves: A Study of Order Based Genetic and Evolutionary Algorithms in Combinatorial Optimization Problems. IEA/AIE 2000: 601-610
- [c2]Miguel Rocha, Carla Vilela, Paulo Cortez, José Neves: Viewing Scheduling Problems through Genetic and Evolutionary Algorithms. IPDPS Workshops 2000: 612-619
1990 – 1999
- 1999
- [c1]Miguel Rocha, José Neves: Preventing Premature Convergence to Local Optima in Genetic Algorithms via Random Offspring Generation. IEA/AIE 1999: 127-136
Coauthor Index
data released under the ODC-BY 1.0 license. See also our legal information page
last updated on 2013-10-02 11:06 CEST by the dblp team