Vladimir Brusic

According to our database1, Vladimir Brusic authored at least 73 papers between 1996 and 2020.

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

Timeline

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Article 
PhD thesis 
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Links

On csauthors.net:

Bibliography

2020
Polyimide-Coated Fibre Bragg Grating (FBG) Sensors for Thermal Mapping of Electric Machine Windings.
Proceedings of the 22nd International Conference on Transparent Optical Networks, 2020

Classification of PBMC cell types using scRNAseq, ANN, and incremental learning.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2020

Tissue of origin classification from single cell mRNA expression by Artificial Neural Networks.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2020

Automation of Gene Expression Profile Analysis in Single Cell Data.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2020

Prediction of PBMC Cell Types Using scRNAseq Reference Profiles.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2020

Single-cell mRNA Profiles in PBMC.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2020

Classification of Single Cell Types During Leukemia Therapy using Artificial Neural Networks.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2020

Artificial Neural Network System for Cell Classification using Single Cell RNA Expression.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2020

2019
Sensor Networks and Data Management in Healthcare: Emerging Technologies and New Challenges.
Proceedings of the 43rd IEEE Annual Computer Software and Applications Conference, 2019

TANTIGEN 2.0: an online database and analysis platform for tumor T cell antigens.
Proceedings of the 2019 IEEE International Conference on Bioinformatics and Biomedicine, 2019

Classification of Five Cell Types from PBMC Samples using Single Cell Transcriptomics and Artificial Neural Networks.
Proceedings of the 2019 IEEE International Conference on Bioinformatics and Biomedicine, 2019

2018
Elemental metabolomics.
Briefings Bioinform., 2018

Single Cell Transcriptomics Reveals Summary Patterns Specific for PBMCs and Other Cell Types.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2018

2017
MCVdb: A database for knowledge discovery in Merkel cell polyomavirus with applications in T cell immunology and vaccinology.
Proceedings of the 2017 IEEE International Conference on Bioinformatics and Biomedicine, 2017

Antidote Application: An Educational System for Treatment of Common Toxin Overdose.
Proceedings of the 8th ACM International Conference on Bioinformatics, 2017

2014
HPVdb: a data mining system for knowledge discovery in human papillomavirus with applications in T cell immunology and vaccinology.
Database J. Biol. Databases Curation, 2014

2013
Computational vaccinology and the ICoVax 2012 workshop.
BMC Bioinform., 2013

Landscape of neutralizing assessment of monoclonal antibodies against dengue virus.
Proceedings of the ACM Conference on Bioinformatics, 2013

Biomarkers in Immunology: from Concepts to Applications.
Proceedings of the ACM Conference on Bioinformatics, 2013

2012
Immune System Modeling and Related Pathologies.
Comput. Math. Methods Medicine, 2012

InCoB2012 Conference: from biological data to knowledge to technological breakthroughs.
BMC Bioinform., 2012

2011
PB1-F2 Finder: scanning influenza sequences for PB1-F2 encoding RNA segments.
BMC Bioinform., 2011

A cDNA microarray for rapid and economical identification of HLA profiles of individuals.
Proceedings of the 2011 IEEE International Conference on Bioinformatics and Biomedicine Workshops, 2011

Visualization tools for presenting and analysis of global landscapes of vaccine targets.
Proceedings of the 2011 IEEE International Conference on Bioinformatics and Biomedicine Workshops, 2011

Probe design optimization of HLA microarray: Data cleaning of probe signals from cDNA tiling microarray: Outlier detection, noise reduction, and identification of uninformative probes in HLA typing application.
Proceedings of the 2011 IEEE International Conference on Bioinformatics and Biomedicine Workshops, 2011

PRED<sup>mafa</sup>: a system for prediction of peptide binding to several MHC class I molecules in cynomolgus macaques.
Proceedings of the ACM International Conference on Bioinformatics, 2011

2010
Using Gaussian Process with Test Rejection to Detect T-Cell Epitopes in Pathogen Genomes.
IEEE ACM Trans. Comput. Biol. Bioinform., 2010

2009
ImmunoGrid, an integrative environment for large-scale simulation of the immune system for vaccine discovery, design and optimization.
Briefings Bioinform., 2009

The ImmunoGrid Simulator: How to Use It.
Proceedings of the Computational Intelligence Methods for Bioinformatics and Biostatistics, 2009

2008
Hotspot Hunter: a computational system for large-scale screening and selection of candidate immunological hotspots in pathogen proteomes.
BMC Bioinform., 2008

Rule-based knowledge aggregation for large-scale protein sequence analysis of influenza A viruses.
BMC Bioinform., 2008

Identification of human-to-human transmissibility factors in PB2 proteins of influenza A by large-scale mutual information analysis.
BMC Bioinform., 2008

Evaluation of MHC-II peptide binding prediction servers: applications for vaccine research.
BMC Bioinform., 2008

Critical technologies for bioinformatics.
Briefings Bioinform., 2008

A Hybrid Model for Prediction of Peptide Binding to MHC Molecules.
Proceedings of the Advances in Neuro-Information Processing, 15th International Conference, 2008

2007
Predicting peptides binding to MHC class II molecules using multi-objective evolutionary algorithms.
BMC Bioinform., 2007

The growth of bioinformatics.
Briefings Bioinform., 2007

Understanding Prediction Systems for HLA-Binding Peptides and T-Cell Epitope Identification.
Proceedings of the Pattern Recognition in Bioinformatics, 2007

2006
Large-scale analysis of antigenic diversity of T-cell epitopes in dengue virus.
BMC Bioinform., 2006

Prediction of HLA-DQ3.2ß Ligands: evidence of multiple registers in class II binding peptides.
Bioinform., 2006

Incremental Maintenance of Biological Databases Using Association Rule Mining.
Proceedings of the Pattern Recognition in Bioinformatics, International Workshop, 2006

Extreme Learning Machine for Predicting HLA-Peptide Binding.
Proceedings of the Advances in Neural Networks - ISNN 2006, Third International Symposium on Neural Networks, Chengdu, China, May 28, 2006

Functional Prediction of Snake Neurotoxins.
Proceedings of the Ninth International Conference on Control, 2006

Multi-Objective Evolutionary Algorithm for Discovering Peptide Binding Motifs.
Proceedings of the Applications of Evolutionary Computing, 2006

2005
PRED<sup>BALB/c</sup>: a system for the prediction of peptide binding to H2<sup>d</sup> molecules, a haplotype of the BALB/c mouse.
Nucleic Acids Res., 2005

MULTIPRED: a computational system for prediction of promiscuous HLA binding peptides.
Nucleic Acids Res., 2005

Neural Models for Predicting Viral Vaccine Targets.
J. Bioinform. Comput. Biol., 2005

Deriving Matrix of Peptide-MHC Interactions in Diabetic Mouse by Genetic Algorithm.
Proceedings of the Intelligent Data Engineering and Automated Learning, 2005

Extraction by Example: Induction of Structural Rules for the Analysis of Molecular Sequence Data from Heterogeneous Sources.
Proceedings of the Intelligent Data Engineering and Automated Learning, 2005

Predictive Vaccinology: Optimisation of Predictions Using Support Vector Machine Classifiers.
Proceedings of the Intelligent Data Engineering and Automated Learning, 2005

2004
CysView: protein classification based on cysteine pairing patterns.
Nucleic Acids Res., 2004

ANTIMIC: a database of antimicrobial sequences.
Nucleic Acids Res., 2004

Systematic analysis of snake neurotoxins' functional classification using a data warehousing approach.
Bioinform., 2004

Prediction of class I T-cell epitopes: evidence of presence of immunological hot spots inside antigens.
Proceedings of the Proceedings Twelfth International Conference on Intelligent Systems for Molecular Biology/Third European Conference on Computational Biology 2004, 2004

2003
From Immunoinformatics to Immunomics.
J. Bioinform. Comput. Biol., 2003

Bioinformatic strategies for better understanding of immune function.
Silico Biol., 2003

Bioinformatics for Venom and Toxin Sciences.
Briefings Bioinform., 2003

From Informatics to Bioinformatics.
Proceedings of the First Asia-Pacific Bioinformatics Conference (APBC 2003), 2003

2002
FIMM, a database of functional molecular immunology: update 2002.
Nucleic Acids Res., 2002

Artificial Neural Networks Based Systems for Recognition of Genomic Signals and Regions: A Review.
Informatica (Slovenia), 2002

An Intelligent System for Vertebrate Promoter Recognition.
IEEE Intell. Syst., 2002

Dragon Promoter Finder: recognition of vertebrate RNA polymerase II promoters.
Bioinform., 2002

2000
FIMM, a database of functional molecular immunology.
Nucleic Acids Res., 2000

Data Warehousing in Molecular Biology.
Briefings Bioinform., 2000

1999
Knowledge discovery and data mining in biological databases.
Knowl. Eng. Rev., 1999

Artificial neural network applications in immunology.
Proceedings of the International Joint Conference Neural Networks, 1999

1998
MHCPEP, a database of MHC-binding peptides: update 1997.
Nucleic Acids Res., 1998

A neural network model approach to the study of human TAP transporter.
Silico Biol., 1998

Prediction of MHC class II-binding peptides using an evolutionary algorithm and artificial neural network.
Bioinform., 1998

MHCWeb: converting a WWW database into a knowledge-based collaborative environment.
Proceedings of the AMIA 1998, 1998

1997
MHCPEP, a database of MHC-binding peptides: update 1996.
Nucleic Acids Res., 1997

Application of Genetic Search in Derivation of Matrix Models of Peptide Binding to MHC Molecules.
Proceedings of the 5th International Conference on Intelligent Systems for Molecular Biology, 1997

1996
MHCPEP--a database of MHC-binding peptides: update 1995.
Nucleic Acids Res., 1996


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