Vladimir Brusic
Orcid: 0000-0003-0523-5266
According to our database1,
Vladimir Brusic
authored at least 85 papers
between 1996 and 2023.
Collaborative distances:
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Bibliography
2023
Inf. Process. Manag., 2023
2022
Sensors, 2022
The development of ethically informed standards for intelligent monitoring systems of electric machines.
Proceedings of the 46th IEEE Annual Computers, Software, and Applications Conferenc, 2022
Social Impact of Smart Environments: Software Engineering Perspectives and Challenges.
Proceedings of the 46th IEEE Annual Computers, Software, and Applications Conferenc, 2022
Proceedings of the 35th IEEE International Symposium on Computer-Based Medical Systems, 2022
2021
BMC Bioinform., 2021
Proceedings of the 32nd IEEE Annual International Symposium on Personal, 2021
Applications of single cell profiles of PBMC: Improvements of cell type classification.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2021
Classification of Single Cell Types using Small Sets of Expressed Genes: Comparative Analysis of Supervised Machine Learning Methods.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2021
PBMC Cell Classification from Single Cell mRNA Expression by Artificial Neural Networks, Profiles, Gene Markers, and Protein Markers.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2021
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2021
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
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
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2020
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2020
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
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
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
Proceedings of the 8th ACM International Conference on Bioinformatics, 2017
2015
An adaptive genetic algorithm for selection of blood-based biomarkers for prediction of Alzheimer's disease progression.
BMC Bioinform., December, 2015
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
Proceedings of the ACM Conference on Bioinformatics, 2013
Proceedings of the ACM Conference on Bioinformatics, 2013
2012
InCoB2012 Conference: from biological data to knowledge to technological breakthroughs.
BMC Bioinform., 2012
2011
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
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
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
Understanding Prediction Systems for HLA-Binding Peptides and T-Cell Epitope Identification.
Proceedings of the Pattern Recognition in Bioinformatics, 2007
2006
BMC Bioinform., 2006
Prediction of HLA-DQ3.2ß Ligands: evidence of multiple registers in class II binding peptides.
Bioinform., 2006
Proceedings of the Pattern Recognition in Bioinformatics, International Workshop, 2006
Proceedings of the Advances in Neural Networks - ISNN 2006, Third International Symposium on Neural Networks, Chengdu, China, May 28, 2006
Proceedings of the Ninth International Conference on Control, 2006
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
J. Bioinform. Comput. Biol., 2005
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
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
Silico Biol., 2003
Proceedings of the First Asia-Pacific Bioinformatics Conference (APBC 2003), 2003
2002
Nucleic Acids Res., 2002
Artificial Neural Networks Based Systems for Recognition of Genomic Signals and Regions: A Review.
Informatica (Slovenia), 2002
Bioinform., 2002
2000
1999
Proceedings of the International Joint Conference Neural Networks, 1999
1998
Silico Biol., 1998
Prediction of MHC class II-binding peptides using an evolutionary algorithm and artificial neural network.
Bioinform., 1998
Proceedings of the AMIA 1998, 1998
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