Natalio Krasnogor

Publication Activity (10 Years)

Years Active: 1997-2022
Publications (10 Years): 16

Top Venues

Memetic Comput.

Bioinform.

CoRR

GECCO

University of the West of England, Bristol, UK (PHD)

Education History

University of the West of England, Bristol, UK

PHD

Publications

Bowen Li, Neil Mackenzie, Ben Shirt-Ediss, Natalio Krasnogor, Paolo Zuliani
Modelling and Optimisation of a DNA Stack Nano-Device Using Probabilistic Model Checking. DNA (2022)
Shouyong Jiang, Hongru Li, Jinglei Guo, Mingjun Zhong, Shengxiang Yang, Marcus Kaiser, Natalio Krasnogor
AREA: An adaptive reference-set based evolutionary algorithm for multiobjective optimisation. Inf. Sci. 515 (2020)
María A. Franco, Natalio Krasnogor, Jaume Bacardit
Automatic Tuning of Rule-Based Evolutionary Machine Learning via Problem Structure Identification. IEEE Comput. Intell. Mag. 15 (3) (2020)
Shouyong Jiang, Marcus Kaiser, Shengxiang Yang, Stefanos D. Kollias, Natalio Krasnogor
A Scalable Test Suite for Continuous Dynamic Multiobjective Optimization. IEEE Trans. Cybern. 50 (6) (2020)
Shouyong Jiang, Yong Wang, Marcus Kaiser, Natalio Krasnogor
NIHBA: a network interdiction approach for metabolic engineering design. Bioinform. 36 (11) (2020)
Jonathan Naylor, Harold Fellermann, Natalio Krasnogor
Easybiotics: a GUI for 3D physical modelling of multi-species bacterial populations. Bioinform. 35 (19) (2019)
Shouyong Jiang, Hongru Li, Jinglei Guo, Mingjun Zhong, Shengxiang Yang, Marcus Kaiser, Natalio Krasnogor
AREA: Adaptive Reference-set Based Evolutionary Algorithm for Multiobjective Optimisation. CoRR (2019)
Shouyong Jiang, Marcus Kaiser, Shengxiang Yang, Stefanos D. Kollias, Natalio Krasnogor
A Scalable Test Suite for Continuous Dynamic Multiobjective Optimisation. CoRR (2019)
Mehmet Emin Bakir, Savas Konur, Marian Gheorghe, Natalio Krasnogor, Mike Stannett
Automatic selection of verification tools for efficient analysis of biochemical models. Bioinform. 34 (18) (2018)
Shouyong Jiang, Marcus Kaiser, Shuzhen Wan, Jinglei Guo, Shengxiang Yang, Natalio Krasnogor
An Empirical Study of Dynamic Triobjective Optimisation Problems. CEC (2018)
Marina Torres, Shouyong Jiang, David A. Pelta, Marcus Kaiser, Natalio Krasnogor
Strain Design as Multiobjective Network Interdiction Problem: A Preliminary Approach. CAEPIA (2018)
Ben Shirt-Ediss, Natalio Krasnogor, Harold Fellermann
The fittest, the common, and the dullest: Selection dynamics of exact autocatalytic replicators. ALIFE (2018)
Shouyong Jiang, Marcus Kaiser, Jinglei Guo, Shengxiang Yang, Natalio Krasnogor
Less detectable environmental changes in dynamic multiobjective optimisation. GECCO (2018)
Jerzy Kozyra, Harold Fellermann, Ben Shirt-Ediss, Annunziata Lopiccolo, Natalio Krasnogor
Optimizing nucleic acid sequences for a molecular data recorder. GECCO (2017)
Nicola Lazzarini, Pawel Widera, Stuart Williamson, Rakesh Heer, Natalio Krasnogor, Jaume Bacardit
Functional networks inference from rule-based machine learning models. BioData Min. 9 (2016)
Harold Fellermann, Annunziata Lopiccolo, Jerzy Kozyra, Natalio Krasnogor
In Vitro Implementation of a Stack Data Structure Based on DNA Strand Displacement. UCNC (2016)
Leong Ting Lui, Germán Terrazas, Hector Zenil, Cameron Alexander, Natalio Krasnogor
Complexity Measurement Based on Information Theory and Kolmogorov Complexity. Artif. Life 21 (2) (2015)
Carlos A. Coello Coello, Giuditta Franco, Natalio Krasnogor, Mario Pavone
Algorithms and models for complex natural systems. Nat. Comput. 14 (3) (2015)
Meng-Hiot Lim, Steven M. Gustafson, Natalio Krasnogor, Yew-Soon Ong
Editorial. Memetic Comput. 6 (4) (2014)
Iván Contreras, Ignacio Arnaldo, Natalio Krasnogor, José Ignacio Hidalgo
Blind optimisation problem instance classification via enhanced universal similarity metric. Memetic Comput. 6 (4) (2014)
Meng-Hiot Lim, Steven M. Gustafson, Natalio Krasnogor, Yew-Soon Ong
Editorial. Memetic Comput. 6 (2) (2014)
Daven Sanassy, Harold Fellermann, Natalio Krasnogor, Savas Konur, Laurentiu Mierla, Marian Gheorghe, Christophe Ladroue, Sara Kalvala
Modelling and Stochastic Simulation of Synthetic Biological Boolean Gates. HPCC/CSS/ICESS (2014)
Charles Winterhalter, Pawel Widera, Natalio Krasnogor
JEPETTO: a Cytoscape plugin for gene set enrichment and topological analysis based on interaction networks. Bioinform. 30 (7) (2014)
Harold Fellermann, Maik Hadorn, Rudolf M. Füchslin, Natalio Krasnogor
Formalizing Modularization and Data Hiding in Synthetic Biology. ACM J. Emerg. Technol. Comput. Syst. 11 (3) (2014)
Meng-Hiot Lim, Steven M. Gustafson, Natalio Krasnogor, Yew-Soon Ong
Editorial. Memetic Comput. 6 (1) (2014)
Jaume Bacardit, Pawel Widera, Nicola Lazzarini, Natalio Krasnogor
Hard Data Analytics Problems Make for Better Data Analysis Algorithms: Bioinformatics as an Example. Big Data 2 (3) (2014)
Jack C. Chaplin, Natalio Krasnogor, Noah A. Russell
Photochromic molecular implementations of universal computation. Biosyst. 126 (2014)
Savas Konur, Marian Gheorghe, Ciprian Dragomir, Florentin Ipate, Natalio Krasnogor
Conventional Verification for Unconventional Computing: a Genetic XOR Gate Example. Fundam. Informaticae 134 (1-2) (2014)
Harold Fellermann, Natalio Krasnogor
Chemical Production and Molecular Computing in Addressable Reaction Compartments. CiE (2014)
Meng-Hiot Lim, Steven M. Gustafson, Natalio Krasnogor, Yew-Soon Ong
Editorial. Memetic Comput. 5 (3) (2013)
Meng-Hiot Lim, Steven M. Gustafson, Natalio Krasnogor, Yew-Soon Ong
Editorial. Memetic Comput. 5 (2) (2013)
Ignacio Arnaldo, Iván Contreras, David Millán-Ruiz, José Ignacio Hidalgo, Natalio Krasnogor
Matching island topologies to problem structure in parallel evolutionary algorithms. Soft Comput. 17 (7) (2013)
Germán Terrazas, Natalio Krasnogor
A genotype-phenotype-fitness assessment protocol for evolutionary self-assembly Wang tiles design. Memetic Comput. 5 (1) (2013)
María A. Franco, Natalio Krasnogor, Jaume Bacardit
GAssist vs. BioHEL: critical assessment of two paradigms of genetics-based machine learning. Soft Comput. 17 (6) (2013)
Germán Terrazas, Hector Zenil, Natalio Krasnogor
Exploring programmable self-assembly in non-DNA based molecular computing. Nat. Comput. 12 (4) (2013)
Jianyong Sun, Jonathan M. Garibaldi, Natalio Krasnogor, Qingfu Zhang
An Intelligent Multi-Restart Memetic Algorithm for Box Constrained Global Optimisation. Evol. Comput. 21 (1) (2013)
Germán Terrazas, Hector Zenil, Natalio Krasnogor
Exploring Programmable Self-Assembly in Non-DNA based Molecular Computing. CoRR (2013)
Meng-Hiot Lim, Steven M. Gustafson, Natalio Krasnogor, Yew-Soon Ong
Editorial. Memetic Comput. 5 (1) (2013)
María A. Franco, Natalio Krasnogor, Jaume Bacardit
Analysing BioHEL using challenging boolean functions. Evol. Intell. 5 (2) (2012)
Meng-Hiot Lim, Natalio Krasnogor, Yew-Soon Ong, Steven M. Gustafson
Editorial. Memetic Comput. 4 (1) (2012)
María A. Franco, Natalio Krasnogor, Jaume Bacardit
Post-processing operators for decision lists. GECCO (2012)
Enrico Glaab, Anaïs Baudot, Natalio Krasnogor, Reinhard Schneider, Alfonso Valencia
EnrichNet: network-based gene set enrichment analysis. Bioinform. 28 (18) (2012)
Jaume Bacardit, Pawel Widera, Alfonso E. Márquez Chamorro, Federico Divina, Jesús S. Aguilar-Ruiz, Natalio Krasnogor
Contact map prediction using a large-scale ensemble of rule sets and the fusion of multiple predicted structural features. Bioinform. 28 (19) (2012)
Jack C. Chaplin, Noah A. Russell, Natalio Krasnogor
Implementing conventional logic unconventionally: Photochromic molecular populations as registers and logic gates. Biosyst. 109 (1) (2012)
Jonathan Blakes, Jamie Twycross, Francisco José Romero-Campero, Natalio Krasnogor
modelling platform for Systems and Synthetic Biology. Bioinform. 27 (23) (2011)
María A. Franco, Natalio Krasnogor, Jaume Bacardit
Modelling the initialisation stage of the ALKR representation for discrete domains and GABIL encoding. GECCO (2011)
Davide Agostini, Jole Costanza, Vincenzo Cutello, Luca Zammataro, Natalio Krasnogor, Mario Pavone, Giuseppe Nicosia
Effective calibration of artificial gene regulatory networks. ECAL (2011)
Natalio Krasnogor
(Computational) synthetic biology. GECCO (Companion) (2011)
Germán Terrazas, Natalio Krasnogor
Genotype-Fitness Correlation Analysis for Evolutionary Design of Self-assembly Wang Tiles. NICSO (2011)
Natalio Krasnogor
Darwin's magic: Evolutionary computation in nanoscience, bioinformatics and systems biology. IEEE Congress on Evolutionary Computation (2011)
Pawel Widera, Natalio Krasnogor
Protein Models Comparator CoRR (2011)
Germán Terrazas, Dario Landa-Silva, Natalio Krasnogor
Discovering Beneficial Cooperative Structures for the Automated Construction of Heuristics. NICSO (2010)
Robert Elliott Smith, Max Kun Jiang, Jaume Bacardit, Michael Stout, Natalio Krasnogor, Jonathan D. Hirst
A learning classifier system with mutual-information-based fitness. Evol. Intell. 3 (1) (2010)
Enrico Glaab, Anaïs Baudot, Natalio Krasnogor, Alfonso Valencia
TopoGSA: network topological gene set analysis. Bioinform. 26 (9) (2010)
Carlos García-Martínez, Claudio Lima, Jamie Twycross, Natalio Krasnogor, Manuel Lozano
P system model optimisation by means of evolutionary based search algorithms. GECCO (2010)
Pawel Widera, Jonathan M. Garibaldi, Natalio Krasnogor
GP challenge: evolving energy function for protein structure prediction. Genet. Program. Evolvable Mach. 11 (1) (2010)
Germán Terrazas, Dario Landa-Silva, Natalio Krasnogor
Towards the Design of Heuristics by Means of Self-Assembly DCM (2010)
María A. Franco, Natalio Krasnogor, Jaume Bacardit
Speeding up the evaluation of evolutionary learning systems using GPGPUs. GECCO (2010)
Enrico Glaab, Jonathan M. Garibaldi, Natalio Krasnogor
Learning Pathway-based Decision Rules to Classify Microarray Cancer Samples. GCB (2010)
Jamie Twycross, Leah R. Band, Malcolm Bennett, John R. King, Natalio Krasnogor
Stochastic and deterministic multiscale models for systems biology: an auxin-transport case study. BMC Syst. Biol. 4 (2010)
María A. Franco, Natalio Krasnogor, Jaume Bacardit
Analysing bioHEL using challenging boolean functions. GECCO (Companion) (2010)
Germán Terrazas, Natalio Krasnogor
Grammatical rules for the automated construction of heuristics. IEEE Congress on Evolutionary Computation (2010)
Pawel Widera, Jaume Bacardit, Natalio Krasnogor, Carlos García-Martínez, Manuel Lozano
Evolutionary symbolic discovery for bioinformatics, systems and synthetic biology. GECCO (Companion) (2010)
Enrico Glaab, Anaïs Baudot, Natalio Krasnogor, Alfonso Valencia
Extending pathways and processes using molecular interaction networks to analyse cancer genome data. BMC Bioinform. 11 (2010)
Gianluigi Folino, Azhar Ali Shah, Natalio Krasnogor
On the Scalability of Multi-Criteria Protein Structure Comparison in the Grid. Euro-Par Workshops (2010)
Natalio Krasnogor, Giuseppe Nicosia, Mario Pavone, David A. Pelta
Special issue on Nature Inspired Cooperative Strategies for Optimisation (NICSO). Nat. Comput. 9 (1) (2010)
Jaume Bacardit, Edmund K. Burke, Natalio Krasnogor
Improving the scalability of rule-based evolutionary learning. Memetic Comput. 1 (1) (2009)
Francisco José Romero-Campero, Natalio Krasnogor
An Approach to the Engineering of Cellular Models Based on P Systems. CiE (2009)
Gianluigi Folino, Azhar Ali Shah, Natalio Krasnogor
On the storage, management and analysis of (multi) similarity for large scale protein structure datasets in the grid. CBMS (2009)
Lin Li, Jonathan M. Garibaldi, Natalio Krasnogor
Automated self-assembly programming paradigm: The impact of network topology. Int. J. Intell. Syst. 24 (7) (2009)
Francisco José Romero-Campero, Jamie Twycross, Miguel Cámara, Malcolm Bennett, Marian Gheorghe, Natalio Krasnogor
Modular Assembly of Cell Systems Biology Models Using P Systems. Int. J. Found. Comput. Sci. 20 (3) (2009)
Natalio Krasnogor
Synthetic biology: modelling and optimisation. GECCO (Companion) (2009)
Jaume Bacardit, Natalio Krasnogor
A mixed discrete-continuous attribute list representation for large scale classification domains. GECCO (2009)
Pawel Widera, Jonathan M. Garibaldi, Natalio Krasnogor
Evolutionary design of the energy function for protein structure prediction. IEEE Congress on Evolutionary Computation (2009)
Quang Huy Nguyen, Yew-Soon Ong, Meng-Hiot Lim, Natalio Krasnogor
Adaptive Cellular Memetic Algorithms. Evol. Comput. 17 (2) (2009)
David A. Pelta, Natalio Krasnogor
Nature-inspired cooperative strategies for optimization. Int. J. Intell. Syst. 24 (7) (2009)
Michael Stout, Jaume Bacardit, Jonathan D. Hirst, Robert Elliott Smith, Natalio Krasnogor
Prediction of topological contacts in proteins using learning classifier systems. Soft Comput. 13 (3) (2009)
Meng-Hiot Lim, Steven M. Gustafson, Natalio Krasnogor, Yew-Soon Ong
Editorial. Memetic Comput. 1 (3) (2009)
Meng-Hiot Lim, Steven M. Gustafson, Natalio Krasnogor, Yew-Soon Ong
Editorial to the first issue. Memetic Comput. 1 (1) (2009)
James Smaldon, Natalio Krasnogor, Cameron Alexander, Marian Gheorghe
Liposome logic. GECCO (2009)
Marian Gheorghe, Natalio Krasnogor
P-systems and X-machines. Nat. Comput. 8 (4) (2009)
Linda Fiaschi, Jonathan M. Garibaldi, Natalio Krasnogor
A framework for the application of decision trees to the analysis of SNPs data. CIBCB (2009)
Jaume Bacardit, Natalio Krasnogor
Performance and Efficiency of Memetic Pittsburgh Learning Classifier Systems. Evol. Comput. 17 (3) (2009)
Enrico Glaab, Jonathan M. Garibaldi, Natalio Krasnogor
ArrayMining: a modular web-application for microarray analysis combining ensemble and consensus methods with cross-study normalization. BMC Bioinform. 10 (2009)
Jaume Bacardit, Michael Stout, Jonathan D. Hirst, Alfonso Valencia, Robert Elliott Smith, Natalio Krasnogor
Automated Alphabet Reduction for Protein Datasets. BMC Bioinform. 10 (2009)
Marian Gheorghe, Natalio Krasnogor, Miguel Cámara
P systems applications to systems biology. Biosyst. 91 (3) (2008)
Maximiliano Tabacman, Natalio Krasnogor, Jaume Bacardit, Irene Loiseau
Learning classifier systems for optimisation problems: a case study on fractal travelling salesman problem. GECCO (Companion) (2008)
James Smaldon, Jonathan Blakes, Natalio Krasnogor, Doron Lancet
A multi-scaled approach to artificial life simulation with P systems and dissipative particle dynamics. GECCO (2008)
Francisco José Romero-Campero, Hongqing Cao, Miguel Cámara, Natalio Krasnogor
Structure and parameter estimation for cell systems biology models. GECCO (2008)
Francisco José Romero-Campero, Jamie Twycross, Hongqing Cao, Jonathan Blakes, Natalio Krasnogor
A Multiscale Modeling Framework Based on P Systems. Workshop on Membrane Computing (2008)
Natalio Krasnogor, Jim Smith
Memetic Algorithms: The Polynomial Local Search Complexity Theory Perspective. J. Math. Model. Algorithms 7 (1) (2008)
Azhar Ali Shah, Daniel Barthel, Gianluigi Folino, Natalio Krasnogor
Performance Evaluation of Protein Structure Comparison Algorithms Under Integrated Resource Management Environment for MPI Jobs. ISPA (2008)
Michael Stout, Jaume Bacardit, Jonathan D. Hirst, Natalio Krasnogor
Prediction of recursive convex hull class assignments for protein residues. Bioinform. 24 (7) (2008)
Jaume Bacardit, Natalio Krasnogor
Fast rule representation for continuous attributes in genetics-based machine learning. GECCO (2008)
Francesco Bernardini, Marian Gheorghe, Natalio Krasnogor
Quorum sensing P systems. Theor. Comput. Sci. 371 (1-2) (2007)
Vincenzo Cutello, Natalio Krasnogor, Giuseppe Nicosia, Mario Pavone
Immune Algorithm Versus Differential Evolution: A Comparative Case Study Using High Dimensional Function Optimization. ICANNGA (1) (2007)
Azhar Ali Shah, Daniel Barthel, Natalio Krasnogor
Grid and Distributed Public Computing Schemes for Structural Proteomics: A Short Overview. ISPA Workshops (2007)
Germán Terrazas, Marian Gheorghe, Graham Kendall, Natalio Krasnogor
Evolving tiles for automated self-assembly design. IEEE Congress on Evolutionary Computation (2007)
Quang Huy Nguyen, Yew-Soon Ong, Natalio Krasnogor
A study on the design issues of Memetic Algorithm. IEEE Congress on Evolutionary Computation (2007)
Jaume Bacardit, Michael Stout, Jonathan D. Hirst, Kumara Sastry, Xavier Llorà, Natalio Krasnogor
Automated alphabet reduction method with evolutionary algorithms for protein structure prediction. GECCO (2007)

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Publication Activity (10 Years)

Top Topics

Top Venues

Natalio Krasnogor