Vaidyanathan K. Jayaraman

According to our database1, Vaidyanathan K. Jayaraman authored at least 38 papers between 1995 and 2016.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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PhD thesis 
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Bibliography

2016
Identification of Glucose-Binding Pockets in Human Serum Albumin Using Support Vector Machine and Molecular Dynamics Simulations.
IEEE/ACM Trans. Comput. Biology Bioinform., 2016

2014
Hybrid ACO Chaos-Assisted Support Vector Machines for Classification of Medical Datasets.
Proceedings of Fourth International Conference on Soft Computing for Problem Solving, 2014

2013
Simultaneous Gene Selection and Cancer Classification Using a Hybrid Intelligent Water Drop Approach.
Proceedings of the Pattern Recognition and Machine Intelligence, 2013

Simultaneous gene selection and cancer classification using a hybrid group search optimizer.
Proceedings of the Genetic and Evolutionary Computation Conference, 2013

Hybrid feature selection and peptide binding affinity prediction using an EDA based algorithm.
Proceedings of the IEEE Congress on Evolutionary Computation, 2013

2012
ClassAMP: A Prediction Tool for Classification of Antimicrobial Peptides.
IEEE/ACM Trans. Comput. Biology Bioinform., 2012

Variable Selection and Fault Detection Using a Hybrid Intelligent Water Drop Algorithm.
Proceedings of the Second International Conference on Soft Computing for Problem Solving, 2012

Hybrid Biogeography Based Simultaneous Feature Selection and Prediction of N-Myristoylation Substrate Proteins Using Support Vector Machines and Random Forest Classifiers.
Proceedings of the Swarm, Evolutionary, and Memetic Computing, 2012

Biogeography-based informative gene selection and cancer classification using SVM and Random Forests.
Proceedings of the IEEE Congress on Evolutionary Computation, 2012

Hybrid Firefly Based Simultaneous Gene Selection and Cancer Classification Using Support Vector Machines and Random Forests.
Proceedings of Seventh International Conference on Bio-Inspired Computing: Theories and Applications (BIC-TA 2012), 2012

2011
Ant Miner Based Intrusion Detection System with Various Feature Selection Algorithms.
Proceedings of the 5th Indian International Conference on Artificial Intelligence, 2011

2010
CAMP: a useful resource for research on antimicrobial peptides.
Nucleic Acids Research, 2010

Hybrid Support Vector Machine for imbalanced data in multiclass arrhythmia classification.
I. J. Functional Informatics and Personalised Medicine, 2010

2009
Identification of Defensins Employing Recurrence Quantification Analysis and Random Forest Classifiers.
Proceedings of the Pattern Recognition and Machine Intelligence, 2009

Identification of N-Glycosylation Sites with Sequence and Structural Features Employing Random Forests.
Proceedings of the Pattern Recognition and Machine Intelligence, 2009

Hybrid SVM for Multiclass Arrhythmia Classification.
Proceedings of the 2009 IEEE International Conference on Bioinformatics and Biomedicine, 2009

2008
Multicanonical jump walk annealing assisted by tabu for dynamic optimization of chemical engineering processes.
Eur. J. Oper. Res., 2008

Aligning Time Series with Genetically Tuned Dynamic Time Warping Algorithm.
Proceedings of the Advances in Metaheuristics for Hard Optimization, 2008

Arterial Pulse Rate Variability analysis for diagnoses.
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

Multifractality in arterial pulse.
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

2007
Using pseudo amino acid composition to predict protein subnuclear localization: Approached with PSSM.
Pattern Recognit. Lett., 2007

Particle swarm and ant colony algorithms hybridized for improved continuous optimization.
Appl. Math. Comput., 2007

Fault Diagnosis Using Dynamic Time Warping.
Proceedings of the Pattern Recognition and Machine Intelligence, 2007

Granular Support Vector Machine Based Method for Prediction of Solubility of Proteins on Overexpression in Escherichia Coli.
Proceedings of the Pattern Recognition and Machine Intelligence, 2007

Feature Selection for Cancer Classification Using Ant Colony Optimization and Support Vector Machines.
Proceedings of the Analysis of Biological Data: A Soft Computing Approach, 2007

2006
A support vector machine-based method for predicting the propensity of a protein to be soluble or to form inclusion body on overexpression in Escherichia coli.
Bioinformatics, 2006

2005
An SVM classifier incorporating simultaneous noise reduction and feature selection: illustrative case examples.
Pattern Recognition, 2005

Knowledge incorporated support vector machines to detect faults in Tennessee Eastman Process.
Computers & Chemical Engineering, 2005

Identification of coding and non-coding sequences using local Hölder exponent formalism.
Bioinformatics, 2005

Arrhythmia Classification Using Local Hölder Exponents and Support Vector Machine.
Proceedings of the Pattern Recognition and Machine Intelligence, 2005

Support Vector Indentification of Light Induced Genes from Microarray Data Incorporating Motif Information.
Proceedings of the 2nd Indian International Conference on Artificial Intelligence, 2005

2004
Symbolization assisted SVM classifier for noisy data.
Pattern Recognit. Lett., 2004

An ant colony classifier system: application to some process engineering problems.
Computers & Chemical Engineering, 2004

Support vector classification with parameter tuning assisted by agent-based technique.
Computers & Chemical Engineering, 2004

2003
A Tabu Search Based Approach for Solving a Class of Bilevel Programming Problems in Chemical Engineering.
J. Heuristics, 2003

2001
Dynamic Optimization of Chemical Processes using Ant Colony Framework.
Computers & Chemistry, 2001

2000
Onset of resonance in chaotically driven systems.
Appl. Math. Lett., 2000

1995
A service logistics model for simultaneous siting of facilities and multiple levels of equipment.
Comput. Oper. Res., 1995


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