Katya Rodríguez-Vázquez
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Researcher ORCID ID = 0000-0002-9413-2762
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Katya Rodríguez-Vázquezcomputer-science Degrees
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Computational Linguistics
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Machine Learning
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Artificial Intelligence
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Computer Science
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(Suggest an Edit or Addition)According to Wikipedia, Katya Rodríguez-Vázquez is a Mexican computer scientist whose research involves genetic programming and its applications in system identification, the problem of reconstructing models of dynamical systems from measurements of their behavior. She is a researcher at the National Autonomous University of Mexico , in the Instituto de Investigaciones en Matemáticas Aplicadas y Sistemas .
Katya Rodríguez-Vázquez's Published Works
Published Works
- 'Identifying the structure of nonlinear dynamic systems using multiobjective genetic programming (2004) (113)
- Classification of DNA microarrays using artificial neural networks and ABC algorithm (2016) (96)
- Nonlinear identification of aircraft gas-turbine dynamics (2003) (60)
- Multiobjective Genetic Programming: A Nonlinear System Identification Application (1997) (50)
- Application of system identification techniques to aircraft gas turbine engines (2001) (46)
- System identification strategies applied to aircraft gas turbine engines (2000) (39)
- Rainfall–runoff modelling using genetic programming (2012) (34)
- Multi-objective genetic programming for nonlinear system identification (1998) (28)
- Evolution of mathematical models of chaotic systems based on multiobjective genetic programming (2005) (28)
- Multiobjective genetic programming for gas turbine engine model identification (1998) (23)
- A genetic programming/NARMAX approach to nonlinear system identification (1997) (21)
- Increments and Duplication Events of Enzymes and Transcription Factors Influence Metabolic and Regulatory Diversity in Prokaryotes (2013) (20)
- Autonomous Demand-Side Management system based on Monte Carlo Tree Search (2014) (17)
- Genetic programming for dynamic chaotic systems modelling (1999) (12)
- Attitudes, Knowledge, Use, and Recommendation of Complementary and Alternative Medicine by Health Professionals in Western Mexico. (2016) (12)
- Symbolic Regression Problems by Genetic Programming with Multi-branches (2004) (10)
- An Evolutionary Approach to Non-Linear Polynomial System Identification (1997) (10)
- Use of Genetic Programming in the Identification of Rational Model Structures (2000) (10)
- Model-based spectral estimation of Doppler signals using parallel genetic algorithms (2000) (10)
- The lifestyle of prokaryotic organisms influences the repertoire of promiscuous enzymes (2015) (9)
- Autonomous robot navigation based on the evolutionary multi-objective optimization of potential fields (2013) (9)
- Classification of DNA Microarrays Using Artificial Bee Colony (ABC) Algorithm (2014) (9)
- Designing artificial neural networks using differential evolution for classifying DNA microarrays (2017) (9)
- Tracing the Repertoire of Promiscuous Enzymes along the Metabolic Pathways in Archaeal Organisms (2017) (8)
- Parallel particle swarm optimization applied to the protein folding problem (2009) (8)
- Multi-branches Genetic Programming as a Tool for Function Approximation (2004) (7)
- Dissecting the protein architecture of DNA-binding transcription factors in bacteria and archaea. (2017) (7)
- The alignment of enzymatic steps reveals similar metabolic pathways and probable recruitment events in Gammaproteobacteria (2015) (7)
- The Importance of Neutral Mutations in GP (2006) (7)
- Multiple Interactive Outputs in a Single Tree: An Empirical Investigation (2007) (6)
- Long-Term Estimation of Wind Power by Probabilistic Forecast Using Genetic Programming (2020) (6)
- Divide and Conquer: Genetic Programming Based on Multiple Branches Encoding (2003) (6)
- Estimation of 3D Protein Structure by means of parallel Particle Swarm Optimization (2010) (5)
- Identification of functional signatures in the metabolism of the three cellular domains of life (2019) (4)
- Identification of DNA Methyltransferase Genes in Human Pathogenic Bacteria by Comparative Genomics (2016) (4)
- Multiple sequence alignment using a genetic algorithm and GLOCSA (2009) (3)
- A GP neutral function for the artificial ANT problem (2007) (3)
- Comparison of Metabolic Pathways in Escherichia coli by Using Genetic Algorithms (2015) (3)
- Function Approximation by means of Multi-Branches Genetic Programming (2004) (2)
- Estimation of the central-axis-reference percent depth dose in a water phantom using artificial intelligence (2021) (2)
- GA and entropy objective function for solving sudoku puzzle (2018) (2)
- Optimization of solid waste collection: two ACO approaches (2017) (2)
- A RankMOEA to approximate the pareto front of a dynamic principal-agent model (2011) (2)
- Genetic programming in time series modelling: an application to meteorological data (2001) (2)
- Correlation of Metabolic Variables with the Number of ORFs in Human Pathogenic and Phylogenetically Related Non- or Less-Pathogenic Bacteria (2016) (1)
- Multi-objective framework for quantile forecasting in financial time series using transformers (2022) (1)
- Generalized neurons and its application in DNA microarray classification (2016) (1)
- MB GP In Modelling And Prediction (2002) (1)
- Controlling Tree Size Growth in Genetic Programming (1999) (1)
- Amount and type of information: a GA-hardness taxonomy (2010) (1)
- Identification of DNA Methyltransferase Genes in Human Pathogenic Bacteria by Comparative Genomics (2015) (0)
- Multiple sequence alignment using evolutionary algorithms (2009) (0)
- Bioinspired algorithms in bioinformatics (2019) (0)
- Correlation of Metabolic Variables with the Number of ORFs in Human Pathogenic and Phylogenetically Related Non- or Less-Pathogenic Bacteria (2016) (0)
- Sunspots modelling: comparison of GP approaches (2013) (0)
- Ant Colony Optimization (2005) (0)
- Identifying similarities at metabolic pathways with a strategy of Enzymatic Step Sequences (2023) (0)
- Neuroevolution based multi-objective algorithm for gene selection and microarray classification (2022) (0)
- Daily rainfall interpolation models obtained by means of genetic programming (2015) (0)
- Multiple sequence alignment using a GLOCSA guided genetic algorithm (2008) (0)
- Multiobjective GP for Human-Understandable Models: A Practical Application (2008) (0)
- Portfolio optimization using an integer genetic algorithm (2014) (0)
- The alignment of enzymatic steps reveals similar metabolic pathways and probable recruitment events in Gammaproteobacteria (2015) (0)
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