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Particle swarm and ant colony algorithms hybridized for improved continuous optimization

Applied mathematics and computation, 2007-05, Vol.188 (1), p.129-142

2007

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Hybrid biogeography based simultaneous feature selection and MHC class I peptide binding prediction using support vector machines and random forests

Journal of immunological methods, 2013-01, Vol.387 (1-2), p.284-292

2013

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Knowledge incorporated support vector machines to detect faults in Tennessee Eastman Process

Computers & chemical engineering, 2005-09, Vol.29 (10), p.2128-2133

2005

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Identification of ligand binding pockets on nuclear receptors by machine learning methods

Protein and peptide letters, 2014-01, Vol.21 (8), p.808-814

2014

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CAMP: a useful resource for research on antimicrobial peptides

Nucleic acids research, 2010-01, Vol.38 (Database issue), p.D774-D780

2010

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Multicanonical jump walk annealing assisted by tabu for dynamic optimization of chemical engineering processes

European journal of operational research, 2008-03, Vol.185 (3), p.1213-1229

2008

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Ant colony framework for optimal design and scheduling of batch plants

Computers & chemical engineering, 2000-09, Vol.24 (8), p.1901-1912

2000

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Solution of constrained optimization problems by multi-objective genetic algorithm

Computers & chemical engineering, 2002-10, Vol.26 (10), p.1481-1492

2002

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An ant colony approach for clustering

Analytica chimica acta, 2004-05, Vol.509 (2), p.187-195

2004

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Dynamic Optimization of Fed-Batch Bioreactors Using the Ant Algorithm

Biotechnology progress, 2001, Vol.17 (1), p.81-88

2001

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Hybrid Support Vector Machine for imbalanced data in multiclass arrhythmia classification

International journal of functional informatics and personalised medicine, 2010, Vol.3 (1), p.29

2010

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Theoretical analysis of a packed bed membrane reactor

Chemical engineering journal (Lausanne, Switzerland : 1996), 2001-12, Vol.84 (3), p.475-483

2001

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A Comparative Study of Annealing Methods for Batch Scheduling Problems

Chemical engineering research & design, 2001-09, Vol.79 (6), p.673-683

2001

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Taboo Search Algorithm for Continuous Function Optimization

Chemical engineering research & design, 2000-09, Vol.78 (6), p.845-848

2000

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Support vector classification with parameter tuning assisted by agent-based technique

Computers & chemical engineering, 2004-03, Vol.28 (3), p.311-318

2004

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SVR-based prediction of point gas hold-up for bubble column reactor through recurrence quantification analysis of LDA time-series

International journal of multiphase flow, 2008-12, Vol.34 (12), p.1099-1107

2008

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An ant colony classifier system: application to some process engineering problems

Computers & chemical engineering, 2004-08, Vol.28 (9), p.1577-1584

2004

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Monte Carlo and Cellular Automata Modeling of CO Oxidation on a Catalytic Surface Including the Eley−Rideal Step and CO Diffusion

Industrial & engineering chemistry research, 1998-06, Vol.37 (6), p.2188-2192

1998

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Optimal xylanase production using Penicilium janthinellum NCIM 1169: A model based approach

Biochemical engineering journal, 2008-06, Vol.40 (2), p.348-356

2008

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Feature extraction and denoising using kernel PCA

Chemical engineering science, 2003-10, Vol.58 (19), p.4441-4448

2003

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An SVM classifier incorporating simultaneous noise reduction and feature selection: illustrative case examples

Pattern recognition, 2005, Vol.38 (1), p.41-49

2005

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The Effect of Shape on the Effectiveness of Biporous Pellets

Journal of catalysis, 1993-06, Vol.141 (2), p.737-739

Jayaraman, V.K.

1993

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Control of chaotic dynamical systems using support vector machines

Physics letters. A, 2003-10, Vol.317 (5), p.429-435

2003

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A novel local singularity distribution based method for flow regime identification: Gas–liquid stirred vessel with Rushton turbine

Chemical engineering science, 2006, Vol.61 (2), p.688-697

2006

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On control of nonlinear system dynamics at unstable steady state

Chemical engineering journal (Lausanne, Switzerland : 1996), 1997-05, Vol.67 (2), p.103-114

1997

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Particle swarm and ant colony algorithms hybridized for improved continuous optimization

Hybrid biogeography based simultaneous feature selection and MHC class I peptide binding prediction using support vector machines and random forests

Knowledge incorporated support vector machines to detect faults in Tennessee Eastman Process

Identification of ligand binding pockets on nuclear receptors by machine learning methods

CAMP: a useful resource for research on antimicrobial peptides

Multicanonical jump walk annealing assisted by tabu for dynamic optimization of chemical engineering processes

Ant colony framework for optimal design and scheduling of batch plants

Solution of constrained optimization problems by multi-objective genetic algorithm

An ant colony approach for clustering

Dynamic Optimization of Fed-Batch Bioreactors Using the Ant Algorithm

Hybrid Support Vector Machine for imbalanced data in multiclass arrhythmia classification

Theoretical analysis of a packed bed membrane reactor

A Comparative Study of Annealing Methods for Batch Scheduling Problems

Taboo Search Algorithm for Continuous Function Optimization

Support vector classification with parameter tuning assisted by agent-based technique

SVR-based prediction of point gas hold-up for bubble column reactor through recurrence quantification analysis of LDA time-series

An ant colony classifier system: application to some process engineering problems

Monte Carlo and Cellular Automata Modeling of CO Oxidation on a Catalytic Surface Including the Eley−Rideal Step and CO Diffusion

Optimal xylanase production using Penicilium janthinellum NCIM 1169: A model based approach

Feature extraction and denoising using kernel PCA

An SVM classifier incorporating simultaneous noise reduction and feature selection: illustrative case examples

The Effect of Shape on the Effectiveness of Biporous Pellets

Control of chaotic dynamical systems using support vector machines

A novel local singularity distribution based method for flow regime identification: Gas–liquid stirred vessel with Rushton turbine

On control of nonlinear system dynamics at unstable steady state

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