This user account status is Approved
Algoritmi | User | Miguel Francisco de Almeida Pereira da Rocha

Miguel Francisco de Almeida Pereira da Rocha

Miguel Francisco de Almeida Pereira da Rocha

At Algoritmi

Collaborating Researcher with PhD

Member of the CST R&D Group

Academic Degree

PhD

Current Position

Associate Professor with Habilitation at Escola de Engenharia da Universidade do Minho

Personal Webpage

Personal Email

mrocha@di.uminho.pt

Orcid

0000-0001-8439-8172

Researcher ID

B-9404-2011

FCT Public Key

J0114257ZDK4

Ciência ID

Google Scholar

About Me



Artificial Intelligence in Biological Activity Prediction

Advances in Intelligent Systems and Computing

2020 | book

Predicting Promoters in Phage Genomes Using Machine Learning Models

Advances in Intelligent Systems and Computing

2020 | book

Preface

Advances in Intelligent Systems and Computing

2020 | book

Towards the Reconstruction of Integrated Genome-Scale Models of Metabolism and Gene Expression

Advances in Intelligent Systems and Computing

2020 | book

Troppo - A Python Framework for the Reconstruction of Context-Specific Metabolic Models

2020 | book-chapter

CoBAMP: a Python framework for metabolic pathway analysis in constraint-based models

Bioinformatics

2019 | journal-article

Predicting promoters in phage genomes using PhagePromoter

Bioinformatics

2019 | journal-article

Comparison of pathway analysis and constraint-based methods for cell factory design

BMC Bioinformatics

2019 | journal-article

WebSpecmine: A Website for Metabolomics Data Analysis and Mining

Metabolites

2019 | journal-article

A Model Integration Pipeline for the Improvement of Human Genome-Scale Metabolic Reconstructions

Journal of Integrative Bioinformatics

2019 | journal-article

Selected Extended Papers of the 12th International Conference on Practical Applications of Computational Biology and Bioinformatics (PACBB)

Journal of Integrative Bioinformatics

2019 | journal-article

HABIT – a webserver for interactive T cell neoepitope discovery

2019 | other

17α-ethinylestradiol analysis of endo- and exometabolome of ulva lactuca (chlorophyta) by 1H-NMR spectroscopy and bioinformatics tools

Advances in Intelligent Systems and Computing

2019 | book

A review on metabolomics data analysis for cancer applications

Advances in Intelligent Systems and Computing

2019 | book

Deep Neural Networks for Network Routing

Proceedings of the International Joint Conference on Neural Networks

2019 | conference-paper

In silico predictions for fucoxanthin production by the diatom phaeodactylum tricornutum

Advances in Intelligent Systems and Computing

2019 | book

MOSCA: An automated pipeline for integrated metagenomics and metatranscriptomics data analysis

Advances in Intelligent Systems and Computing

2019 | book

Metabolite integration pipeline for the improvement of human metabolic models

Advances in Intelligent Systems and Computing

2019 | book

Preface

Advances in Intelligent Systems and Computing

2019 | book

SamPler - a novel method for selecting parameters for gene functional annotation routines

BMC bioinformatics

2019 | journal-article

Triptych: Multi-objective optimisation of service deployment costs, application delay and bandwidth usage

2019 IFIP Networking Conference, IFIP Networking 2019

2019 | conference-paper

Reconstruction of consensus tissue-specific metabolic models

2018 | other

Advanced practical applications of computational biology & bioinformatics: PACBB’15

Current Bioinformatics

2018 | journal-article

Analyzing and designing cell factories with OptFlux

Methods in Molecular Biology

2018 | book-chapter

Automating the extraction of essential genes from literature

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2018 | book

Development of an information retrieval tool for biomedical patents

Computer Methods and Programs in Biomedicine

2018 | journal-article

Methods for automated genome-scale metabolic model reconstruction

Biochemical Society Transactions

2018 | journal-article

Reconstructing high-quality large-scale metabolic models with merlin

Methods in Molecular Biology

2018 | book-chapter

Segment routing single link failure congestion optimization

ICETE 2018 - Proceedings of the 15th International Joint Conference on e-Business and Telecommunications

2018 | conference-paper

The long non-coding RNA HOTAIR is transcriptionally activated by HOXA9 and is an independent prognostic marker in patients with malignant glioma

Oncotarget

2018 | journal-article

Utilitarian Placement of Composite Services

IEEE Transactions on Network and Service Management

2018 | journal-article

Development of a Framework for Metabolic Pathway Analysis-Driven Strain Optimization Methods

Interdisciplinary Sciences: Computational Life Sciences

2017 | journal-article

Data-driven reverse engineering of signaling pathways using ensembles of dynamic models

PLOS Computational Biology

2017 | journal-article

A Chemometrics Approach for Nuclear Magnetic Resonance Data to Characterize the Partial Metabolome Banana Peels from Southern Brazil

Journal of integrative bioinformatics

2017 | journal-article

A critical evaluation of automatic atom mapping algorithms and tools

Advances in Intelligent Systems and Computing

2017 | book

Analysing Algorithms and Data Sources for the Tissue-Specific Reconstruction of Liver Healthy and Cancer Cells

Interdisciplinary Sciences: Computational Life Sciences

2017 | journal-article

Characterization of the chemical composition of banana peels from southern brazil across the seasons using nuclear magnetic resonance and chemometrics

Advances in Intelligent Systems and Computing

2017 | book

Classification tools for carotenoid content estimation in manihot esculenta via metabolomics and machine learning

Advances in Intelligent Systems and Computing

2017 | book

Development of text mining tools for information retrieval from patents

Advances in Intelligent Systems and Computing

2017 | book

Evolutionary computation at work for the optimization of link state routing protocols

GECCO 2017 - Proceedings of the Genetic and Evolutionary Computation Conference Companion

2017 | conference-paper

Genome-Wide Semi-Automated Annotation of Transporter Systems

IEEE/ACM Transactions on Computational Biology and Bioinformatics

2017 | journal-article

Identification of robust strain designs via tandem pFBA/LMOMA phenotype prediction

GECCO 2017 - Proceedings of the Genetic and Evolutionary Computation Conference Companion

2017 | conference-paper

Influence of solar radiation on the production of secondary metabolites in three rice (Oryza sativa) cultivars

Advances in Intelligent Systems and Computing

2017 | book

Metabolomics of Ulva lactuca Linnaeus (Chlorophyta) exposed to oil fuels: Fourier transform infrared spectroscopy and multivariate analysis as tools for metabolic fingerprint

Marine Pollution Bulletin

2017 | journal-article

Mixed-integer programming model for profiling disease biomarkers from gene expression studies

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2017 | book

Optimizing Segment Routing using Evolutionary Computation

Procedia Computer Science

2017 | conference-paper

Preface

Advances in Intelligent Systems and Computing

2017 | book

Selected Extended Papers of the 11th International Conference on Practical Applications of Computational Biology and Bioinformatics (PACBB)

Journal of integrative bioinformatics

2017 | journal-article

UV-Vis and CIELAB Based Chemometric Characterization of Manihot esculenta Carotenoid Contents

Journal of integrative bioinformatics

2017 | journal-article

UV-vis spectrophotometry and chemometrics as tools for recognition of the biochemical profiles of organic banana peels (Musa sp.) according to the seasonality in southern Brazil

Advances in Intelligent Systems and Computing

2017 | book

A framework for improving routing configurations using multi-objective optimization mechanisms

Journal of Communications Software and Systems

2016 | journal-article

An R package for the integrated analysis of metabolomics and spectral data

Computer Methods and Programs in Biomedicine

2016 | journal-article

Automated network resilience optimization using computational intelligence methods

Studies in Computational Intelligence

2016 | book

Computing and applying atomic regulons to understand gene expression and regulation

Frontiers in Microbiology

2016 | journal-article

Data supporting the role of enzymes and polysaccharides during cassava postharvest physiological deterioration

Data in Brief

2016 | journal-article

Development of a machine learning framework for biomedical text mining

Advances in Intelligent Systems and Computing

2016 | book

Development of an integrated framework for minimal cut set enumeration in constraint-based models

Advances in Intelligent Systems and Computing

2016 | book

In silico constraint-based strain optimization methods: The quest for optimal cell factories

Microbiology and Molecular Biology Reviews

2016 | journal-article

In vitro exposure of Ulva lactuca Linnaeus (Chlorophyta) to gasoline - Biochemical and morphological alterations

Chemosphere

2016 | journal-article

Metabolic Profiling and Classification of Propolis Samples from Southern Brazil: An NMR-Based Platform Coupled with Machine Learning

Journal of Natural Products

2016 | journal-article

Preface

Advances in Intelligent Systems and Computing

2016 | book

Reconstruction of metabolic models for liver cancer cells

Advances in Intelligent Systems and Computing

2016 | book

Reconstruction of the regulatory network for Bacillus subtilis and reconciliation with gene expression data

Frontiers in Microbiology

2016 | journal-article

Selected papers from the annual PACBB conference 2014: Special issue

Current Bioinformatics

2016 | journal-article

The role of ascorbate peroxidase, guaiacol peroxidase, and polysaccharides in cassava (Manihot esculenta Crantz) roots under postharvest physiological deterioration

Food Chemistry

2016 | journal-article

Toward better understanding of postharvest deterioration: biochemical changes in stored cassava (Manihot esculenta Crantz) roots:

Food Science and Nutrition

2016 | journal-article

9th International Conference on Practical Applications of Computational Biology and Bioinformatics

Advances in Intelligent Systems and Computing

2015 | book

A critical evaluation of methods for the reconstruction of tissue-specific models

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2015 | book

A text mining approach for the extraction of kinetic information from literature

Advances in Intelligent Systems and Computing

2015 | book

A transcriptomic signature mediated by HOXA9 promotes human glioblastoma initiation, aggressiveness and resistance to temozolomide

Oncotarget

2015 | journal-article

An integrated computational platform for metabolomics data analysis

Advances in Intelligent Systems and Computing

2015 | book

Carotenoid analysis of cassava genotypes roots (Manihot Esculenta Crantz) cultivated in southern Brazil using chemometric tools

Advances in Intelligent Systems and Computing

2015 | book

Comparison of single and multi-objective evolutionary algorithms for robust link-state routing

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2015 | book

Development and application of efficient pathway enumeration algorithms for metabolic engineering applications

Computer Methods and Programs in Biomedicine

2015 | journal-article

Discrimination of Brazilian propolis according to the seasoning using chemometrics and machine learning based on UV-Vis scanning data

Journal of integrative bioinformatics

2015 | journal-article

Extracting kinetic information from literature with KineticRE

Journal of integrative bioinformatics

2015 | journal-article

Integrating data from heterogeneous DNA microarray platforms

Journal of integrative bioinformatics

2015 | journal-article

Microarray gene expression data integration: An application to brain tumor grade determination

Advances in Intelligent Systems and Computing

2015 | book

Preface

Advances in Intelligent Systems and Computing

2015 | book

Reconstructing genome-scale metabolic models with merlin

Nucleic Acids Research

2015 | journal-article

Reconstructing transcriptional Regulatory Networks using data integration and Text Mining

Proceedings - 2015 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2015

2015 | conference-paper

Reverse engineering of logic-based differential equation models using a mixed-integer dynamic optimization approach

Bioinformatics

2015 | journal-article

Transcript-based reannotation for microarray probesets

Proceedings of the ACM Symposium on Applied Computing

2015 | conference-paper

Transcriptional profiling of HOXA9-regulated genes in human glioblastoma cell models

Genomics Data

2015 | journal-article

UV-visible scanning spectrophotometry and chemometric analysis as tools for carotenoids analysis in cassava genotypes (Manihot esculenta Crantz)

Journal of integrative bioinformatics

2015 | journal-article

UV-visible scanning spectrophotometry and chemometric analysis as tools to build descriptive and classification models for propolis from Southern Brazil

Advances in Intelligent Systems and Computing

2015 | book

UV-visible spectrophotometry-based metabolomic analysis of Cedrela Fissilis Velozzo (Meliaceae) calluses - a screening tool for culture medium composition and cell metabolic profiles

Advances in Intelligent Systems and Computing

2015 | book

8th International Conference on Practical Applications of Computational Biology & Bioinformatics (PACBB 2014)

Advances in Intelligent Systems and Computing

2014 | book

An integrated network visualization framework towards metabolic engineering applications

BMC Bioinformatics

2014 | journal-article

CBFA: phenotype prediction integrating metabolic models with constraints derived from experimental data

BMC systems biology

2014 | journal-article

D-Tailor: Automated analysis and design of DNA sequences

Bioinformatics

2014 | journal-article

Discrimination of Brazilian Cassava Genotypes (Manihot Esculenta Crantz) According to Their Physicochemical Traits and Functional Properties Through Bioinformatics Tools

Advances in Intelligent Systems and Computing

2014 | book

Evaluating pathway enumeration algorithms in metabolic engineering case studies

Advances in Intelligent Systems and Computing

2014 | book

Genome-scale bacterial transcriptional regulatory networks: Reconstruction and integrated analysis with metabolic models

Briefings in Bioinformatics

2014 | journal-article

Genome-scale bacterial transcriptional regulatory networks: Reconstruction and integrated analysis with metabolic models

Briefings in Bioinformatics

2014 | journal-article

Metabolomics combined with chemometric tools (PCA, HCA, PLS-DA and SVM) for screening cassava (Manihot esculenta Crantz) roots during postharvest physiological deterioration

Food Chemistry

2014 | journal-article

Metagenomic analysis of the saliva microbiome with merlin

Advances in Intelligent Systems and Computing

2014 | book

Optimization of fed-batch fermentation processes with bio-inspired algorithms

Expert Systems with Applications

2014 | journal-article

Preface

Advances in Intelligent Systems and Computing

2014 | book

Reg4OptFlux: An OptFlux plug-in that comprises meta-heuristics approaches for Metabolic engineering using integrated models

2014 6th World Congress on Nature and Biologically Inspired Computing, NaBIC 2014

2014 | conference-paper

Transcript level and sequence determinants of protein abundance and noise in Escherichia coli

Nucleic Acids Research

2014 | journal-article

7th International Conference on Practical Applications of Computational Biology and Bioinformatics

Advances in Intelligent Systems and Computing

2013 | book

A framework for robust traffic engineering using evolutionary computation

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2013 | book

Algorithms to infer metabolic flux ratios from fluxomics data

Proceedings - 2013 IEEE International Conference on Bioinformatics and Biomedicine, IEEE BIBM 2013

2013 | conference-paper

An integrated framework for strain optimization

2013 IEEE Congress on Evolutionary Computation, CEC 2013

2013 | conference-paper

Bridging the layers: Towards integration of signal transduction, regulation and metabolism into mathematical models

Molecular BioSystems

2013 | journal-article

Email spam detection: A symbiotic feature selection approach fostered by evolutionary computation

International Journal of Information Technology and Decision Making

2013 | journal-article

Evolutionary computation for predicting optimal reaction knockouts and enzyme modulation strategies

2013 IEEE Congress on Evolutionary Computation, CEC 2013

2013 | conference-paper

Large scale metabolic characterization using flux balance analysis and data mining

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2013 | book

Network Visualization Tools to Enhance Metabolic Engineering Platforms

Advances in Intelligent Systems and Computing

2013 | book

Parallel evolutionary computation in bioinformatics applications

Computer Methods and Programs in Biomedicine

2013 | journal-article

Preface

Advances in Intelligent Systems and Computing

2013 | book

Re-annotation of the genome sequence of Helicobacter pylori 26695.

Journal of integrative bioinformatics

2013 | journal-article

Robust optimization of intradomain routing using Evolutionary Algorithms

Advances in Intelligent Systems and Computing

2013 | book

TNA4OptFlux - A software tool for the analysis of strain optimization strategies

BMC Research Notes

2013 | journal-article

A machine learning and chemometrics assisted interpretation of spectroscopic data - A NMR-based metabolomics platform for the assessment of Brazilian propolis

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2012 | book

Advances in Intelligent and Soft Computing: Preface

Advances in Intelligent and Soft Computing

2012 | book

An algorithm to assemble gene-protein-reaction associations for genome-scale metabolic model reconstruction

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2012 | book

An integrated computational environment for elementary modes analysis of biochemical networks

International Journal of Data Mining and Bioinformatics

2012 | journal-article

Computational tools for strain optimization by adding reactions

Advances in Intelligent and Soft Computing

2012 | book

Computational tools for strain optimization by tuning the optimal level of gene expression

Advances in Intelligent and Soft Computing

2012 | book

Evolutionary symbiotic feature selection for email spam detection

ICINCO 2012 - Proceedings of the 9th International Conference on Informatics in Control, Automation and Robotics

2012 | conference-paper

In silico strain optimization by adding reactions to metabolic models.

Journal of integrative bioinformatics

2012 | journal-article

Multi-scale Internet traffic forecasting using neural networks and time series methods

Expert Systems

2012 | journal-article

Optimization approaches for the in silico discovery of optimal targets for gene over/underexpression

Journal of Computational Biology

2012 | journal-article

A computational tool for the simulation and optimization of microbial strains accounting integrated metabolic/regulatory information

BioSystems

2011 | journal-article

A software platform for evolutionary computation with pluggable parallelism and quality assurance

IFIP Advances in Information and Communication Technology

2011 | book

A study of the short and long-term regulation of E. coli metabolic pathways.

Journal of integrative bioinformatics

2011 | journal-article

A study on the robustness of strain optimization algorithms

Advances in Intelligent and Soft Computing

2011 | book

Challenges in integrating Escherichia coli molecular biology data

Briefings in Bioinformatics

2011 | journal-article

Highlighting metabolic strategies using network analysis over strain optimization results

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2011 | book

Interpreting the regulatory interplay in E. Coli metabolic pathways

Advances in Intelligent and Soft Computing

2011 | book

Modeling formalisms in systems biology

AMB Express

2011 | journal-article

Multiobjective evolutionary algorithms for intradomain routing optimization

2011 IEEE Congress of Evolutionary Computation, CEC 2011

2011 | conference-paper

Quality of Service constrained routing optimization using Evolutionary Computation

Applied Soft Computing Journal

2011 | journal-article

Semantic annotation of biological concepts interplaying microbial cellular responses

BMC Bioinformatics

2011 | journal-article

Symbiotic filtering for spam email detection

Expert Systems with Applications

2011 | journal-article

Traffic engineering approaches using multicriteria optimization techniques

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2011 | book

A collaborative approach for spam detection

Proceedings - 2nd International Conference on Evolving Internet, Internet 2010, 1st International Conference on Access Networks, Services and Technologies, Access 2010

2010 | conference-paper

A software tool for network topology analysis under a Metabolic Engineering perspective

2010 ACM International Conference on Bioinformatics and Computational Biology, ACM-BCB 2010

2010 | conference-paper

AIBench: A rapid application development framework for translational research in biomedicine

Computer Methods and Programs in Biomedicine

2010 | journal-article

Analysis of the Effect of Reversibility Constraints on the Predictions of Genome-Scale Metabolic Models

Advances in Bioinformatics

2010 | book-chapter

BioDR: Semantic indexing networks for biomedical document retrieval

Expert Systems with Applications

2010 | journal-article

Enhancing Elementary Flux Modes Analysis Using Filtering Techniques in an Integrated Environment

Advances in Bioinformatics

2010 | book-chapter

Merlin: Metabolic models reconstruction using genome-scale information

IFAC Proceedings Volumes (IFAC-PapersOnline)

2010 | conference-paper

Metaheuristics for strain optimization using transcriptional information enriched metabolic models

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2010 | book

Model transformation of metabolic networks using a Petri net based framework

CEUR Workshop Proceedings

2010 | conference-paper

OptFlux: An open-source software platform for in silico metabolic engineering

BMC Systems Biology

2010 | journal-article

Parallelisation Service in the AspectGrid Framework

Ibergrid: 4th Iberian Grid Infrastructure Conference Proceedings

2010 | book

Pluggable parallelization of evolutionary algorithms applied to the optimization of biological processes

Proceedings of the 18th Euromicro Conference on Parallel, Distributed and Network-Based Processing, PDP 2010

2010 | conference-paper

Spam email filtering using network-level properties

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2010 | book

@Note: A workbench for Biomedical Text Mining

Journal of Biomedical Informatics

2009 | journal-article

A critical review on modelling formalisms and simulation tools in computational biosystems

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2009 | book

A software tool for the simulation and optimization of dynamic metabolic models

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2009 | book

Biomedical text mining applied to document retrieval and semantic indexing

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2009 | book

Data integration issues in the reconstruction of the genome-scale metabolic model of Zymomonas mobillis

Advances in Soft Computing

2009 | book

Evolutionary approaches for strain optimization using dynamic models under a metabolic engineering perspective

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2009 | book

Implementing metaheuristic optimization algorithms with JECoLi

ISDA 2009 - 9th International Conference on Intelligent Systems Design and Applications

2009 | conference-paper

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics): Preface

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2009 | book

Modelling fed-batch fermentation processes: An approach based on artificial neural networks

Advances in Soft Computing

2009 | book

Modelling of biotechnological processes -An approach based on artificial neural networks

Studies in Computational Intelligence

2009 | book

Optferm-a computational platform for the optimization of fermentation processes

ESM 2009 - 2009 European Simulation and Modelling Conference: Modelling and Simulation 2009

2009 | conference-paper

Symbiotic Data Mining for personalized spam filtering

Proceedings - 2009 IEEE/WIC/ACM International Conference on Web Intelligence, WI 2009

2009 | conference-paper

A comparative impact study of attribute selection techniques on naïve bayes spam filters

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2008 | book

A framework for the development of biomedical text mining software tools

8th IEEE International Conference on BioInformatics and BioEngineering, BIBE 2008

2008 | conference-paper

A framework for the integrated analysis of metabolic and regulatory networks

8th IEEE International Conference on BioInformatics and BioEngineering, BIBE 2008

2008 | conference-paper

A tool for the automatic and manual annotation of biomedical documents

3rd International Symposium on Semantic Mining in Biomedicine, SMBM 2008 - Proceedings

2008 | conference-paper

An evolutionary algorithm for unicast/ multicast traffic engineering

ICINCO 2008 - Proceedings of the 5th International Conference on Informatics in Control, Automation and Robotics

2008 | conference-paper

Differential evolution for the offline and online optimization of fed-batch fermentation processes

Studies in Computational Intelligence

2008 | book

Evaluating evolutionary multiobjective algorithms for the in silico optimization of mutant strains

8th IEEE International Conference on BioInformatics and BioEngineering, BIBE 2008

2008 | conference-paper

Forecasting internet traffic by neural networks under univariate and multivariate strategies

Artificial Neural Networks and Intelligent Information Processing - Proc. 4th Int. Workshop on Artificial Neural Networks and Intelligent Information Processing, ANNIIP 2008; ICINCO 2008

2008 | conference-paper

Multiconstrained optimization of networks with multicast and unicast traffic

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2008 | book

Natural computation meta-heuristics for the in silico optimization of microbial strains

BMC Bioinformatics

2008 | journal-article

getALife - An Artificial Life environment for the evaluation of agent-based systems and evolutionary algorithms for reinforcement learning

Studies in Computational Intelligence

2008 | book

A platform for the selection of genes in DNA microarraydata using evolutionary algorithms

Proceedings of GECCO 2007: Genetic and Evolutionary Computation Conference

2007 | conference-paper

Automatic provisioning of QoS aware OSPF configurations

Journal of Networks

2007 | journal-article

Class-based OSPF traffic engineering inspired on evolutionary computation

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2007 | book

Evaluating evolutionary algorithms and differential evolution for the online optimization of fermentation processes

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2007 | book

Evaluating simulated annealing algorithms in the optimization of bacterial strains

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2007 | book

Evolution of neural networks for classification and regression

Neurocomputing

2007 | journal-article

Evolutionary computation for quality of service internet routing optimization

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2007 | conference-paper

Optimization of bacterial strains with variable-sized evolutionary algorithms

2007 IEEE Symposium on Computational Intelligence and Bioinformatics and Computational Biology, CIBCB 2007

2007 | journal-article

Topology aware internet traffic forecasting using neural networks

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2007 | book

A comparison of algorithms for the optimization of fermentation processes

2006 IEEE Congress on Evolutionary Computation, CEC 2006

2006 | conference-paper

Efficient OSPF weight allocation for intra-domain QoS optimization

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2006 | book

Internet traffic forecasting using neural networks

IEEE International Conference on Neural Networks - Conference Proceedings

2006 | journal-article

QoS constrained internet routing with evolutionary algorithms

2006 IEEE Congress on Evolutionary Computation, CEC 2006

2006 | conference-paper

A new representation in Evolutionary Algorithms for the optimization of bioprocesses

2005 IEEE Congress on Evolutionary Computation, IEEE CEC 2005. Proceedings

2005 | conference-paper

Evolutionary algorithms for static and dynamic optimization of fed-batch fermentation processes

Adaptive and Natural Computing Algorithms

2005 | book-chapter

Evolutionary design of neural networks for classification and regression

Adaptive and Natural Computing Algorithms

2005 | book-chapter

Simultaneous evolution of neural network topologies and weights for classification and regression

Lecture Notes in Computer Science

2005 | conference-paper

Time series forecasting by evolutionary neural networks

Artificial Neural Networks in Real-Life Applications

2005 | book

Evolutionary algorithms for optimal control in fed-batch fermentation processes

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2004 | book

Evolving time series forecasting ARMA models

Journal of Heuristics

2004 | journal-article

An interdisciplinary E-learning system for the K-6

Proceedings of the IASTED International Conference on Computers and Advanced Technology in Education

2003 | conference-paper

Evolutionary neural network learning

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2003 | book

A lamarckian approach for neural network training

Neural Processing Letters

2002 | journal-article

Particle swarms for feedforward neural network training

Proceedings of the International Joint Conference on Neural Networks

2002 | conference-paper

A genetic and evolutionary programming environment with spatially structured populations and Built-In Parallelism

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2001 | book

Genetic and evolutionary algorithms for time series forecasting

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2001 | book

Sitting guests at a wedding party: Experiments on genetic and evolutionary constrained optimization

Proceedings of the IEEE Conference on Evolutionary Computation, ICEC

2001 | conference-paper

A study of order based genetic and evolutionary algorithms in combinatorial optimization problems

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2000 | book

Viewing scheduling problems through Genetic and Evolutionary Algorithms

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2000 | book

A unified framework for data modeling on medical information systems

Studies in Health Technology and Informatics

1999 | book

Adaptive strategies and the design of evolutionary applications

Gecco-99: Proceedings of the Genetic and Evolutionary Computation Conference

1999 | book

An evolutionary and genetic view of the job-shop scheduling problem

Simulation in Industry'99: 11th European Simulation Symposium 1999

1999 | book

Preventing premature convergence to local optima in genetic algorithms via random offspring generation

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

1999 | book

Neural network based time series forecasting system

IEEE International Conference on Neural Networks - Conference Proceedings

1995 | conference-paper

Artificial Intelligence in Biological Activity Prediction

Advances in Intelligent Systems and Computing

2020 | book

Predicting Promoters in Phage Genomes Using Machine Learning Models

Advances in Intelligent Systems and Computing

2020 | book

Preface

Advances in Intelligent Systems and Computing

2020 | book

Towards the Reconstruction of Integrated Genome-Scale Models of Metabolism and Gene Expression

Advances in Intelligent Systems and Computing

2020 | book

Troppo - A Python Framework for the Reconstruction of Context-Specific Metabolic Models

2020 | book-chapter

CoBAMP: a Python framework for metabolic pathway analysis in constraint-based models

Bioinformatics

2019 | journal-article

Predicting promoters in phage genomes using PhagePromoter

Bioinformatics

2019 | journal-article

Comparison of pathway analysis and constraint-based methods for cell factory design

BMC Bioinformatics

2019 | journal-article

WebSpecmine: A Website for Metabolomics Data Analysis and Mining

Metabolites

2019 | journal-article

A Model Integration Pipeline for the Improvement of Human Genome-Scale Metabolic Reconstructions

Journal of Integrative Bioinformatics

2019 | journal-article

Selected Extended Papers of the 12th International Conference on Practical Applications of Computational Biology and Bioinformatics (PACBB)

Journal of Integrative Bioinformatics

2019 | journal-article

HABIT – a webserver for interactive T cell neoepitope discovery

2019 | other

17α-ethinylestradiol analysis of endo- and exometabolome of ulva lactuca (chlorophyta) by 1H-NMR spectroscopy and bioinformatics tools

Advances in Intelligent Systems and Computing

2019 | book

A review on metabolomics data analysis for cancer applications

Advances in Intelligent Systems and Computing

2019 | book

Deep Neural Networks for Network Routing

Proceedings of the International Joint Conference on Neural Networks

2019 | conference-paper

In silico predictions for fucoxanthin production by the diatom phaeodactylum tricornutum

Advances in Intelligent Systems and Computing

2019 | book

MOSCA: An automated pipeline for integrated metagenomics and metatranscriptomics data analysis

Advances in Intelligent Systems and Computing

2019 | book

Metabolite integration pipeline for the improvement of human metabolic models

Advances in Intelligent Systems and Computing

2019 | book

Preface

Advances in Intelligent Systems and Computing

2019 | book

SamPler - a novel method for selecting parameters for gene functional annotation routines

BMC bioinformatics

2019 | journal-article

Triptych: Multi-objective optimisation of service deployment costs, application delay and bandwidth usage

2019 IFIP Networking Conference, IFIP Networking 2019

2019 | conference-paper

Reconstruction of consensus tissue-specific metabolic models

2018 | other

Advanced practical applications of computational biology & bioinformatics: PACBB’15

Current Bioinformatics

2018 | journal-article

Analyzing and designing cell factories with OptFlux

Methods in Molecular Biology

2018 | book-chapter

Automating the extraction of essential genes from literature

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2018 | book

Development of an information retrieval tool for biomedical patents

Computer Methods and Programs in Biomedicine

2018 | journal-article

Methods for automated genome-scale metabolic model reconstruction

Biochemical Society Transactions

2018 | journal-article

Reconstructing high-quality large-scale metabolic models with merlin

Methods in Molecular Biology

2018 | book-chapter

Segment routing single link failure congestion optimization

ICETE 2018 - Proceedings of the 15th International Joint Conference on e-Business and Telecommunications

2018 | conference-paper

The long non-coding RNA HOTAIR is transcriptionally activated by HOXA9 and is an independent prognostic marker in patients with malignant glioma

Oncotarget

2018 | journal-article

Utilitarian Placement of Composite Services

IEEE Transactions on Network and Service Management

2018 | journal-article

Development of a Framework for Metabolic Pathway Analysis-Driven Strain Optimization Methods

Interdisciplinary Sciences: Computational Life Sciences

2017 | journal-article

Data-driven reverse engineering of signaling pathways using ensembles of dynamic models

PLOS Computational Biology

2017 | journal-article

A Chemometrics Approach for Nuclear Magnetic Resonance Data to Characterize the Partial Metabolome Banana Peels from Southern Brazil

Journal of integrative bioinformatics

2017 | journal-article

A critical evaluation of automatic atom mapping algorithms and tools

Advances in Intelligent Systems and Computing

2017 | book

Analysing Algorithms and Data Sources for the Tissue-Specific Reconstruction of Liver Healthy and Cancer Cells

Interdisciplinary Sciences: Computational Life Sciences

2017 | journal-article

Characterization of the chemical composition of banana peels from southern brazil across the seasons using nuclear magnetic resonance and chemometrics

Advances in Intelligent Systems and Computing

2017 | book

Classification tools for carotenoid content estimation in manihot esculenta via metabolomics and machine learning

Advances in Intelligent Systems and Computing

2017 | book

Development of text mining tools for information retrieval from patents

Advances in Intelligent Systems and Computing

2017 | book

Evolutionary computation at work for the optimization of link state routing protocols

GECCO 2017 - Proceedings of the Genetic and Evolutionary Computation Conference Companion

2017 | conference-paper

Genome-Wide Semi-Automated Annotation of Transporter Systems

IEEE/ACM Transactions on Computational Biology and Bioinformatics

2017 | journal-article

Identification of robust strain designs via tandem pFBA/LMOMA phenotype prediction

GECCO 2017 - Proceedings of the Genetic and Evolutionary Computation Conference Companion

2017 | conference-paper

Influence of solar radiation on the production of secondary metabolites in three rice (Oryza sativa) cultivars

Advances in Intelligent Systems and Computing

2017 | book

Metabolomics of Ulva lactuca Linnaeus (Chlorophyta) exposed to oil fuels: Fourier transform infrared spectroscopy and multivariate analysis as tools for metabolic fingerprint

Marine Pollution Bulletin

2017 | journal-article

Mixed-integer programming model for profiling disease biomarkers from gene expression studies

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2017 | book

Optimizing Segment Routing using Evolutionary Computation

Procedia Computer Science

2017 | conference-paper

Preface

Advances in Intelligent Systems and Computing

2017 | book

Selected Extended Papers of the 11th International Conference on Practical Applications of Computational Biology and Bioinformatics (PACBB)

Journal of integrative bioinformatics

2017 | journal-article

UV-Vis and CIELAB Based Chemometric Characterization of Manihot esculenta Carotenoid Contents

Journal of integrative bioinformatics

2017 | journal-article

UV-vis spectrophotometry and chemometrics as tools for recognition of the biochemical profiles of organic banana peels (Musa sp.) according to the seasonality in southern Brazil

Advances in Intelligent Systems and Computing

2017 | book

A framework for improving routing configurations using multi-objective optimization mechanisms

Journal of Communications Software and Systems

2016 | journal-article

An R package for the integrated analysis of metabolomics and spectral data

Computer Methods and Programs in Biomedicine

2016 | journal-article

Automated network resilience optimization using computational intelligence methods

Studies in Computational Intelligence

2016 | book

Computing and applying atomic regulons to understand gene expression and regulation

Frontiers in Microbiology

2016 | journal-article

Data supporting the role of enzymes and polysaccharides during cassava postharvest physiological deterioration

Data in Brief

2016 | journal-article

Development of a machine learning framework for biomedical text mining

Advances in Intelligent Systems and Computing

2016 | book

Development of an integrated framework for minimal cut set enumeration in constraint-based models

Advances in Intelligent Systems and Computing

2016 | book

In silico constraint-based strain optimization methods: The quest for optimal cell factories

Microbiology and Molecular Biology Reviews

2016 | journal-article

In vitro exposure of Ulva lactuca Linnaeus (Chlorophyta) to gasoline - Biochemical and morphological alterations

Chemosphere

2016 | journal-article

Metabolic Profiling and Classification of Propolis Samples from Southern Brazil: An NMR-Based Platform Coupled with Machine Learning

Journal of Natural Products

2016 | journal-article

Preface

Advances in Intelligent Systems and Computing

2016 | book

Reconstruction of metabolic models for liver cancer cells

Advances in Intelligent Systems and Computing

2016 | book

Reconstruction of the regulatory network for Bacillus subtilis and reconciliation with gene expression data

Frontiers in Microbiology

2016 | journal-article

Selected papers from the annual PACBB conference 2014: Special issue

Current Bioinformatics

2016 | journal-article

The role of ascorbate peroxidase, guaiacol peroxidase, and polysaccharides in cassava (Manihot esculenta Crantz) roots under postharvest physiological deterioration

Food Chemistry

2016 | journal-article

Toward better understanding of postharvest deterioration: biochemical changes in stored cassava (Manihot esculenta Crantz) roots:

Food Science and Nutrition

2016 | journal-article

9th International Conference on Practical Applications of Computational Biology and Bioinformatics

Advances in Intelligent Systems and Computing

2015 | book

A critical evaluation of methods for the reconstruction of tissue-specific models

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2015 | book

A text mining approach for the extraction of kinetic information from literature

Advances in Intelligent Systems and Computing

2015 | book

A transcriptomic signature mediated by HOXA9 promotes human glioblastoma initiation, aggressiveness and resistance to temozolomide

Oncotarget

2015 | journal-article

An integrated computational platform for metabolomics data analysis

Advances in Intelligent Systems and Computing

2015 | book

Carotenoid analysis of cassava genotypes roots (Manihot Esculenta Crantz) cultivated in southern Brazil using chemometric tools

Advances in Intelligent Systems and Computing

2015 | book

Comparison of single and multi-objective evolutionary algorithms for robust link-state routing

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2015 | book

Development and application of efficient pathway enumeration algorithms for metabolic engineering applications

Computer Methods and Programs in Biomedicine

2015 | journal-article

Discrimination of Brazilian propolis according to the seasoning using chemometrics and machine learning based on UV-Vis scanning data

Journal of integrative bioinformatics

2015 | journal-article

Extracting kinetic information from literature with KineticRE

Journal of integrative bioinformatics

2015 | journal-article

Integrating data from heterogeneous DNA microarray platforms

Journal of integrative bioinformatics

2015 | journal-article

Microarray gene expression data integration: An application to brain tumor grade determination

Advances in Intelligent Systems and Computing

2015 | book

Preface

Advances in Intelligent Systems and Computing

2015 | book

Reconstructing genome-scale metabolic models with merlin

Nucleic Acids Research

2015 | journal-article

Reconstructing transcriptional Regulatory Networks using data integration and Text Mining

Proceedings - 2015 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2015

2015 | conference-paper

Reverse engineering of logic-based differential equation models using a mixed-integer dynamic optimization approach

Bioinformatics

2015 | journal-article

Transcript-based reannotation for microarray probesets

Proceedings of the ACM Symposium on Applied Computing

2015 | conference-paper

Transcriptional profiling of HOXA9-regulated genes in human glioblastoma cell models

Genomics Data

2015 | journal-article

UV-visible scanning spectrophotometry and chemometric analysis as tools for carotenoids analysis in cassava genotypes (Manihot esculenta Crantz)

Journal of integrative bioinformatics

2015 | journal-article

UV-visible scanning spectrophotometry and chemometric analysis as tools to build descriptive and classification models for propolis from Southern Brazil

Advances in Intelligent Systems and Computing

2015 | book

UV-visible spectrophotometry-based metabolomic analysis of Cedrela Fissilis Velozzo (Meliaceae) calluses - a screening tool for culture medium composition and cell metabolic profiles

Advances in Intelligent Systems and Computing

2015 | book

8th International Conference on Practical Applications of Computational Biology & Bioinformatics (PACBB 2014)

Advances in Intelligent Systems and Computing

2014 | book

An integrated network visualization framework towards metabolic engineering applications

BMC Bioinformatics

2014 | journal-article

CBFA: phenotype prediction integrating metabolic models with constraints derived from experimental data

BMC systems biology

2014 | journal-article

D-Tailor: Automated analysis and design of DNA sequences

Bioinformatics

2014 | journal-article

Discrimination of Brazilian Cassava Genotypes (Manihot Esculenta Crantz) According to Their Physicochemical Traits and Functional Properties Through Bioinformatics Tools

Advances in Intelligent Systems and Computing

2014 | book

Evaluating pathway enumeration algorithms in metabolic engineering case studies

Advances in Intelligent Systems and Computing

2014 | book

Genome-scale bacterial transcriptional regulatory networks: Reconstruction and integrated analysis with metabolic models

Briefings in Bioinformatics

2014 | journal-article

Genome-scale bacterial transcriptional regulatory networks: Reconstruction and integrated analysis with metabolic models

Briefings in Bioinformatics

2014 | journal-article

Metabolomics combined with chemometric tools (PCA, HCA, PLS-DA and SVM) for screening cassava (Manihot esculenta Crantz) roots during postharvest physiological deterioration

Food Chemistry

2014 | journal-article

Metagenomic analysis of the saliva microbiome with merlin

Advances in Intelligent Systems and Computing

2014 | book

Optimization of fed-batch fermentation processes with bio-inspired algorithms

Expert Systems with Applications

2014 | journal-article

Preface

Advances in Intelligent Systems and Computing

2014 | book

Reg4OptFlux: An OptFlux plug-in that comprises meta-heuristics approaches for Metabolic engineering using integrated models

2014 6th World Congress on Nature and Biologically Inspired Computing, NaBIC 2014

2014 | conference-paper

Transcript level and sequence determinants of protein abundance and noise in Escherichia coli

Nucleic Acids Research

2014 | journal-article

7th International Conference on Practical Applications of Computational Biology and Bioinformatics

Advances in Intelligent Systems and Computing

2013 | book

A framework for robust traffic engineering using evolutionary computation

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2013 | book

Algorithms to infer metabolic flux ratios from fluxomics data

Proceedings - 2013 IEEE International Conference on Bioinformatics and Biomedicine, IEEE BIBM 2013

2013 | conference-paper

An integrated framework for strain optimization

2013 IEEE Congress on Evolutionary Computation, CEC 2013

2013 | conference-paper

Bridging the layers: Towards integration of signal transduction, regulation and metabolism into mathematical models

Molecular BioSystems

2013 | journal-article

Email spam detection: A symbiotic feature selection approach fostered by evolutionary computation

International Journal of Information Technology and Decision Making

2013 | journal-article

Evolutionary computation for predicting optimal reaction knockouts and enzyme modulation strategies

2013 IEEE Congress on Evolutionary Computation, CEC 2013

2013 | conference-paper

Large scale metabolic characterization using flux balance analysis and data mining

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2013 | book

Network Visualization Tools to Enhance Metabolic Engineering Platforms

Advances in Intelligent Systems and Computing

2013 | book

Parallel evolutionary computation in bioinformatics applications

Computer Methods and Programs in Biomedicine

2013 | journal-article

Preface

Advances in Intelligent Systems and Computing

2013 | book

Re-annotation of the genome sequence of Helicobacter pylori 26695.

Journal of integrative bioinformatics

2013 | journal-article

Robust optimization of intradomain routing using Evolutionary Algorithms

Advances in Intelligent Systems and Computing

2013 | book

TNA4OptFlux - A software tool for the analysis of strain optimization strategies

BMC Research Notes

2013 | journal-article

A machine learning and chemometrics assisted interpretation of spectroscopic data - A NMR-based metabolomics platform for the assessment of Brazilian propolis

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2012 | book

Advances in Intelligent and Soft Computing: Preface

Advances in Intelligent and Soft Computing

2012 | book

An algorithm to assemble gene-protein-reaction associations for genome-scale metabolic model reconstruction

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2012 | book

An integrated computational environment for elementary modes analysis of biochemical networks

International Journal of Data Mining and Bioinformatics

2012 | journal-article

Computational tools for strain optimization by adding reactions

Advances in Intelligent and Soft Computing

2012 | book

Computational tools for strain optimization by tuning the optimal level of gene expression

Advances in Intelligent and Soft Computing

2012 | book

Evolutionary symbiotic feature selection for email spam detection

ICINCO 2012 - Proceedings of the 9th International Conference on Informatics in Control, Automation and Robotics

2012 | conference-paper

In silico strain optimization by adding reactions to metabolic models.

Journal of integrative bioinformatics

2012 | journal-article

Multi-scale Internet traffic forecasting using neural networks and time series methods

Expert Systems

2012 | journal-article

Optimization approaches for the in silico discovery of optimal targets for gene over/underexpression

Journal of Computational Biology

2012 | journal-article

A computational tool for the simulation and optimization of microbial strains accounting integrated metabolic/regulatory information

BioSystems

2011 | journal-article

A software platform for evolutionary computation with pluggable parallelism and quality assurance

IFIP Advances in Information and Communication Technology

2011 | book

A study of the short and long-term regulation of E. coli metabolic pathways.

Journal of integrative bioinformatics

2011 | journal-article

A study on the robustness of strain optimization algorithms

Advances in Intelligent and Soft Computing

2011 | book

Challenges in integrating Escherichia coli molecular biology data

Briefings in Bioinformatics

2011 | journal-article

Highlighting metabolic strategies using network analysis over strain optimization results

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2011 | book

Interpreting the regulatory interplay in E. Coli metabolic pathways

Advances in Intelligent and Soft Computing

2011 | book

Modeling formalisms in systems biology

AMB Express

2011 | journal-article

Multiobjective evolutionary algorithms for intradomain routing optimization

2011 IEEE Congress of Evolutionary Computation, CEC 2011

2011 | conference-paper

Quality of Service constrained routing optimization using Evolutionary Computation

Applied Soft Computing Journal

2011 | journal-article

Semantic annotation of biological concepts interplaying microbial cellular responses

BMC Bioinformatics

2011 | journal-article

Symbiotic filtering for spam email detection

Expert Systems with Applications

2011 | journal-article

Traffic engineering approaches using multicriteria optimization techniques

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2011 | book

A collaborative approach for spam detection

Proceedings - 2nd International Conference on Evolving Internet, Internet 2010, 1st International Conference on Access Networks, Services and Technologies, Access 2010

2010 | conference-paper

A software tool for network topology analysis under a Metabolic Engineering perspective

2010 ACM International Conference on Bioinformatics and Computational Biology, ACM-BCB 2010

2010 | conference-paper

AIBench: A rapid application development framework for translational research in biomedicine

Computer Methods and Programs in Biomedicine

2010 | journal-article

Analysis of the Effect of Reversibility Constraints on the Predictions of Genome-Scale Metabolic Models

Advances in Bioinformatics

2010 | book-chapter

BioDR: Semantic indexing networks for biomedical document retrieval

Expert Systems with Applications

2010 | journal-article

Enhancing Elementary Flux Modes Analysis Using Filtering Techniques in an Integrated Environment

Advances in Bioinformatics

2010 | book-chapter

Merlin: Metabolic models reconstruction using genome-scale information

IFAC Proceedings Volumes (IFAC-PapersOnline)

2010 | conference-paper

Metaheuristics for strain optimization using transcriptional information enriched metabolic models

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2010 | book

Model transformation of metabolic networks using a Petri net based framework

CEUR Workshop Proceedings

2010 | conference-paper

OptFlux: An open-source software platform for in silico metabolic engineering

BMC Systems Biology

2010 | journal-article

Parallelisation Service in the AspectGrid Framework

Ibergrid: 4th Iberian Grid Infrastructure Conference Proceedings

2010 | book

Pluggable parallelization of evolutionary algorithms applied to the optimization of biological processes

Proceedings of the 18th Euromicro Conference on Parallel, Distributed and Network-Based Processing, PDP 2010

2010 | conference-paper

Spam email filtering using network-level properties

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2010 | book

@Note: A workbench for Biomedical Text Mining

Journal of Biomedical Informatics

2009 | journal-article

A critical review on modelling formalisms and simulation tools in computational biosystems

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2009 | book

A software tool for the simulation and optimization of dynamic metabolic models

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2009 | book

Biomedical text mining applied to document retrieval and semantic indexing

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2009 | book

Data integration issues in the reconstruction of the genome-scale metabolic model of Zymomonas mobillis

Advances in Soft Computing

2009 | book

Evolutionary approaches for strain optimization using dynamic models under a metabolic engineering perspective

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2009 | book

Implementing metaheuristic optimization algorithms with JECoLi

ISDA 2009 - 9th International Conference on Intelligent Systems Design and Applications

2009 | conference-paper

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics): Preface

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2009 | book

Modelling fed-batch fermentation processes: An approach based on artificial neural networks

Advances in Soft Computing

2009 | book

Modelling of biotechnological processes -An approach based on artificial neural networks

Studies in Computational Intelligence

2009 | book

Optferm-a computational platform for the optimization of fermentation processes

ESM 2009 - 2009 European Simulation and Modelling Conference: Modelling and Simulation 2009

2009 | conference-paper

Symbiotic Data Mining for personalized spam filtering

Proceedings - 2009 IEEE/WIC/ACM International Conference on Web Intelligence, WI 2009

2009 | conference-paper

A comparative impact study of attribute selection techniques on naïve bayes spam filters

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2008 | book

A framework for the development of biomedical text mining software tools

8th IEEE International Conference on BioInformatics and BioEngineering, BIBE 2008

2008 | conference-paper

A framework for the integrated analysis of metabolic and regulatory networks

8th IEEE International Conference on BioInformatics and BioEngineering, BIBE 2008

2008 | conference-paper

A tool for the automatic and manual annotation of biomedical documents

3rd International Symposium on Semantic Mining in Biomedicine, SMBM 2008 - Proceedings

2008 | conference-paper

An evolutionary algorithm for unicast/ multicast traffic engineering

ICINCO 2008 - Proceedings of the 5th International Conference on Informatics in Control, Automation and Robotics

2008 | conference-paper

Differential evolution for the offline and online optimization of fed-batch fermentation processes

Studies in Computational Intelligence

2008 | book

Evaluating evolutionary multiobjective algorithms for the in silico optimization of mutant strains

8th IEEE International Conference on BioInformatics and BioEngineering, BIBE 2008

2008 | conference-paper

Forecasting internet traffic by neural networks under univariate and multivariate strategies

Artificial Neural Networks and Intelligent Information Processing - Proc. 4th Int. Workshop on Artificial Neural Networks and Intelligent Information Processing, ANNIIP 2008; ICINCO 2008

2008 | conference-paper

Multiconstrained optimization of networks with multicast and unicast traffic

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2008 | book

Natural computation meta-heuristics for the in silico optimization of microbial strains

BMC Bioinformatics

2008 | journal-article

getALife - An Artificial Life environment for the evaluation of agent-based systems and evolutionary algorithms for reinforcement learning

Studies in Computational Intelligence

2008 | book

A platform for the selection of genes in DNA microarraydata using evolutionary algorithms

Proceedings of GECCO 2007: Genetic and Evolutionary Computation Conference

2007 | conference-paper

Automatic provisioning of QoS aware OSPF configurations

Journal of Networks

2007 | journal-article

Class-based OSPF traffic engineering inspired on evolutionary computation

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2007 | book

Evaluating evolutionary algorithms and differential evolution for the online optimization of fermentation processes

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2007 | book

Evaluating simulated annealing algorithms in the optimization of bacterial strains

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2007 | book

Evolution of neural networks for classification and regression

Neurocomputing

2007 | journal-article

Evolutionary computation for quality of service internet routing optimization

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2007 | conference-paper

Optimization of bacterial strains with variable-sized evolutionary algorithms

2007 IEEE Symposium on Computational Intelligence and Bioinformatics and Computational Biology, CIBCB 2007

2007 | journal-article

Topology aware internet traffic forecasting using neural networks

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2007 | book

A comparison of algorithms for the optimization of fermentation processes

2006 IEEE Congress on Evolutionary Computation, CEC 2006

2006 | conference-paper

Efficient OSPF weight allocation for intra-domain QoS optimization

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2006 | book

Internet traffic forecasting using neural networks

IEEE International Conference on Neural Networks - Conference Proceedings

2006 | journal-article

QoS constrained internet routing with evolutionary algorithms

2006 IEEE Congress on Evolutionary Computation, CEC 2006

2006 | conference-paper

A new representation in Evolutionary Algorithms for the optimization of bioprocesses

2005 IEEE Congress on Evolutionary Computation, IEEE CEC 2005. Proceedings

2005 | conference-paper

Evolutionary algorithms for static and dynamic optimization of fed-batch fermentation processes

Adaptive and Natural Computing Algorithms

2005 | book-chapter

Evolutionary design of neural networks for classification and regression

Adaptive and Natural Computing Algorithms

2005 | book-chapter

Simultaneous evolution of neural network topologies and weights for classification and regression

Lecture Notes in Computer Science

2005 | conference-paper

Time series forecasting by evolutionary neural networks

Artificial Neural Networks in Real-Life Applications

2005 | book

Evolutionary algorithms for optimal control in fed-batch fermentation processes

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2004 | book

Evolving time series forecasting ARMA models

Journal of Heuristics

2004 | journal-article

An interdisciplinary E-learning system for the K-6

Proceedings of the IASTED International Conference on Computers and Advanced Technology in Education

2003 | conference-paper

Evolutionary neural network learning

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2003 | book

A lamarckian approach for neural network training

Neural Processing Letters

2002 | journal-article

Particle swarms for feedforward neural network training

Proceedings of the International Joint Conference on Neural Networks

2002 | conference-paper

A genetic and evolutionary programming environment with spatially structured populations and Built-In Parallelism

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2001 | book

Genetic and evolutionary algorithms for time series forecasting

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2001 | book

Sitting guests at a wedding party: Experiments on genetic and evolutionary constrained optimization

Proceedings of the IEEE Conference on Evolutionary Computation, ICEC

2001 | conference-paper

A study of order based genetic and evolutionary algorithms in combinatorial optimization problems

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2000 | book

Viewing scheduling problems through Genetic and Evolutionary Algorithms

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2000 | book

A unified framework for data modeling on medical information systems

Studies in Health Technology and Informatics

1999 | book

Adaptive strategies and the design of evolutionary applications

Gecco-99: Proceedings of the Genetic and Evolutionary Computation Conference

1999 | book

An evolutionary and genetic view of the job-shop scheduling problem

Simulation in Industry'99: 11th European Simulation Symposium 1999

1999 | book

Preventing premature convergence to local optima in genetic algorithms via random offspring generation

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

1999 | book

Neural network based time series forecasting system

IEEE International Conference on Neural Networks - Conference Proceedings

1995 | conference-paper