Vladimir Brusic

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Prof Vladimir Brusic

Li Dak Sum Chair Professor in Computer Science

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1988 …2023

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  • 2023

    Blockchain with Machine Learning for Financial Portfolio Management

    Cai, T., Wu, J., Yu, C. & Brusic, V., 2023, ICEIEC 2023 - Proceedings of 2023 IEEE 13th International Conference on Electronics Information and Emergency Communication. Wenzheng, L. (ed.). Institute of Electrical and Electronics Engineers Inc., p. 255-259 5 p. (ICEIEC 2023 - Proceedings of 2023 IEEE 13th International Conference on Electronics Information and Emergency Communication).

    Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

  • Deep Learning Models for Vaccinology: Predicting T-cell Epitopes in C57BL/6 Mice

    Zhen, Z., Wang, Y., Keskin, D. B., Brusic, V., Chitkushev, L. & Zhang, G. L., 2023, Computer Science and Education in Computer Science - 19th EAI International Conference, CSECS 2023, Proceedings. Zlateva, T. & Tuparov, G. (eds.). Springer Science and Business Media Deutschland GmbH, p. 182-192 11 p. (Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering, LNICST; vol. 514 LNICST).

    Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

  • 2022

    Ethically Informed Software Process for Smart Health Home

    Zhang, X., Pike, M., Mustafa, N. & Brusic, V., 2022, Proceedings - 2022 IEEE 35th International Symposium on Computer-Based Medical Systems, CBMS 2022. Shen, L., Gonzalez, A. R., Santosh, KC., Lai, Z., Sicilia, R., Almeida, J. R. & Kane, B. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 187-192 6 p. (Proceedings - IEEE Symposium on Computer-Based Medical Systems; vol. 2022-July).

    Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

    2 Citations (Scopus)

  • Social Impact of Smart Environments: Software Engineering Perspectives and Challenges

    McDonald, S., Towey, D. & Brusic, V., 2022, Proceedings - 2022 IEEE 46th Annual Computers, Software, and Applications Conference, COMPSAC 2022. Va Leong, H., Sarvestani, S. S., Teranishi, Y., Cuzzocrea, A., Kashiwazaki, H., Towey, D., Yang, J-J. & Shahriar, H. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 1592-1597 6 p. (Proceedings - 2022 IEEE 46th Annual Computers, Software, and Applications Conference, COMPSAC 2022).

    Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

    1 Citation (Scopus)

  • Social impact of smart environments: software engineering perspectives and challenges

    McDonald, S., Towey, D. & Brusic, V., 10 Aug 2022, 2022 IEEE 46th Annual Computers, Software, and Applications Conference (COMPSAC). IEEE, p. 1592-1597 6 p.

    Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

  • The development of ethically informed standards for intelligent monitoring systems of electric machines

    Shang, K., McDonald, S., Buticchi, G. & Brusic, V., 2022, Proceedings - 2022 IEEE 46th Annual Computers, Software, and Applications Conference, COMPSAC 2022. Va Leong, H., Sarvestani, S. S., Teranishi, Y., Cuzzocrea, A., Kashiwazaki, H., Towey, D., Yang, J-J. & Shahriar, H. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 1598-1605 8 p. (Proceedings - 2022 IEEE 46th Annual Computers, Software, and Applications Conference, COMPSAC 2022).

    Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

    1 Citation (Scopus)
  • 2021

    Applications of single cell profiles of PBMC:Improvements of cell type classification

    Yang, L., Zhang, Y., Mitic, N., Keskin, D. B., Zhang, G. L., Chitkushev, L. T., Rankin, R. & Brusic, V., 2021, Proceedings - 2021 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2021. Huang, Y., Kurgan, L., Luo, F., Hu, X. T., Chen, Y., Dougherty, E., Kloczkowski, A. & Li, Y. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 3334-3340 7 p. (Proceedings - 2021 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2021).

    Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

  • Classification of Single Cell Types using Small Sets of Expressed Genes: Comparative Analysis of Supervised Machine Learning Methods

    Veljkovic, A., Maljkovic, M., Mitic, N., Malkov, S., Lyu, M., Lin, X., Michalewicz, M., Zhang, G. & Brusic, V., 2021, Proceedings - 2021 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2021. Huang, Y., Kurgan, L., Luo, F., Hu, X. T., Chen, Y., Dougherty, E., Kloczkowski, A. & Li, Y. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 3322-3326 5 p. (Proceedings - 2021 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2021).

    Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

  • Correctness of Cell Labels in Public Single Cell Transcriptomics Datasets

    Lin, X., Lyu, M., Zhang, Y., Keskin, D. B., Chitkushev, L. T., Zhang, G. & Brusic, V., 2021, Proceedings - 2021 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2021. Huang, Y., Kurgan, L., Luo, F., Hu, X. T., Chen, Y., Dougherty, E., Kloczkowski, A. & Li, Y. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 3280-3284 5 p. (Proceedings - 2021 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2021).

    Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

  • Fibre Bragg Grating (FBG) thermal monitoring system for copper windings of electric machines under different duty modes

    Shang, K., Galea, M., Brusic, V., Zhao, W. & Zhang, Y., 2021, International Conference on Sensors and Instruments, ICSI 2021. Wei, W. & Cen, F. (eds.). SPIE, 118871Y. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 11887).

    Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

    1 Citation (Scopus)

  • Multi-Step Optimization of Indoor Localization Accuracy Using Commodity WiFi

    Li, S., Welsen, S. & Brusic, V., 13 Sept 2021, 2021 IEEE 32nd Annual International Symposium on Personal, Indoor and Mobile Radio Communications, PIMRC 2021. Institute of Electrical and Electronics Engineers Inc., p. 1267-1272 6 p. (IEEE International Symposium on Personal, Indoor and Mobile Radio Communications, PIMRC; vol. 2021-September).

    Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

    2 Citations (Scopus)

  • PBMC Cell Classification from Single Cell mRNA Expression by Artificial Neural Networks, Profiles, Gene Markers, and Protein Markers

    Lyu, M., Zhang, Y., Yang, L., Lin, X., Li, Y., Jin, H., Bellotti, A. G., Mitic, N. & Brusic, V., 2021, Proceedings - 2021 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2021. Huang, Y., Kurgan, L., Luo, F., Hu, X. T., Chen, Y., Dougherty, E., Kloczkowski, A. & Li, Y. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 3285-3290 6 p. (Proceedings - 2021 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2021).

    Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

    1 Citation (Scopus)

  • Sensor Networks and Personal Health Data Management: Software Engineering Challenges

    Zhang, X., Zhang, J., Pike, M., Mustafa, N., Towey, D. & Brusic, V., 2021, Proceedings of the Future Technologies Conference, FTC 2020, Volume 3. Arai, K., Kapoor, S. & Bhatia, R. (eds.). Springer Science and Business Media Deutschland GmbH, p. 140-159 20 p. (Advances in Intelligent Systems and Computing; vol. 1290).

    Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

    Open Access
    File
    1 Citation (Scopus)
    33 Downloads (Pure)
  • 2020

    Automation of Gene Expression Profile Analysis in Single Cell Data

    Zhang, Y., Yang, L. & Brusic, V., 16 Dec 2020, Proceedings - 2020 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2020. Park, T., Cho, Y-R., Hu, X. T., Yoo, I., Woo, H. G., Wang, J., Facelli, J., Nam, S. & Kang, M. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 1329-1334 6 p. 9313510. (Proceedings - 2020 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2020).

    Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

  • Classification of PBMC cell types using scRNAseq, ANN, and incremental learning

    Zhong, J., Shaikh, R. A., Wu, H., Lin, X., Cao, Z., Chitkushev, L. T., Zhang, G., Keskin, D. B. & Brusic, V., 16 Dec 2020, Proceedings - 2020 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2020. Park, T., Cho, Y-R., Hu, X. T., Yoo, I., Woo, H. G., Wang, J., Facelli, J., Nam, S. & Kang, M. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 1351-1355 5 p. 9313519. (Proceedings - 2020 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2020).

    Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

    4 Citations (Scopus)

  • Polyimide-coated fibre bragg grating (FBG) sensors for thermal mapping of electric machine windings

    Shang, K., Galea, M., Brusic, V., Korposh, S. & Zhang, Y., Jul 2020, 2020 22nd International Conference on Transparent Optical Networks, ICTON 2020. IEEE Computer Society, 9203245. (International Conference on Transparent Optical Networks; vol. 2020-July).

    Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

    Open Access
    File
    4 Citations (Scopus)
    31 Downloads (Pure)

  • Prediction of PBMC Cell Types Using scRNAseq Reference Profiles

    Yang, L., Zhang, Y., Mitic, N., Keskin, D. B., Zhang, G. L., Chitkushev, L. & Brusic, V., 16 Dec 2020, Proceedings - 2020 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2020. Park, T., Cho, Y-R., Hu, X. T., Yoo, I., Woo, H. G., Wang, J., Facelli, J., Nam, S. & Kang, M. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 1324-1328 5 p. 9313410. (Proceedings - 2020 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2020).

    Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

    2 Citations (Scopus)

  • Single-cell mRNA Profiles in PBMC

    Yang, L., Zhang, Y., Mitic, N., Keskin, D. B., Zhang, G. L., Chitkushev, L. & Brusic, V., 16 Dec 2020, Proceedings - 2020 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2020. Park, T., Cho, Y-R., Hu, X. T., Yoo, I., Woo, H. G., Wang, J., Facelli, J., Nam, S. & Kang, M. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 1318-1323 6 p. 9313213. (Proceedings - 2020 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2020).

    Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

    9 Citations (Scopus)

  • Tissue of origin classification from single cell mRNA expression by Artificial Neural Networks

    Zheng, B., Lyu, M., Lin, S. & Brusic, V., 16 Dec 2020, Proceedings - 2020 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2020. Park, T., Cho, Y-R., Hu, X. T., Yoo, I., Woo, H. G., Wang, J., Facelli, J., Nam, S. & Kang, M. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 1346-1350 5 p. 9313427. (Proceedings - 2020 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2020).

    Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

    1 Citation (Scopus)
  • 2019

    Classification of Five Cell Types from PBMC Samples using Single Cell Transcriptomics and Artificial Neural Networks

    Shaikh, R. A., Zhong, J., Lyu, M., Lin, S., Keskin, D., Zhang, G., Chitkushev, L. & Brusic, V., Nov 2019, Proceedings - 2019 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2019. Yoo, I., Bi, J. & Hu, X. T. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 2207-2213 7 p. 8983387. (Proceedings - 2019 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2019).

    Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

    13 Citations (Scopus)

  • Sensor networks and data management in healthcare: Emerging technologies and new challenges

    Pike, M., Mustafa, N. M., Towey, D. & Brusic, V., Jul 2019, Proceedings - 2019 IEEE 43rd Annual Computer Software and Applications Conference, COMPSAC 2019. Getov, V., Gaudiot, J-L., Yamai, N., Cimato, S., Chang, M., Teranishi, Y., Yang, J-J., Leong, H. V., Shahriar, H., Takemoto, M., Towey, D., Takakura, H., Elci, A., Takeuchi, S. & Puri, S. (eds.). IEEE Computer Society, p. 834-839 6 p. 8753998. (Proceedings - International Computer Software and Applications Conference; vol. 1).

    Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

    Open Access
    File
    22 Citations (Scopus)
    152 Downloads (Pure)

  • Single Cell Transcriptomics Reveals Summary Patterns Specific for PBMCs and Other Cell Types

    Xu, J., Shaikh, R. A. & Brusic, V., 21 Jan 2019, Proceedings - 2018 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2018. Schmidt, H., Griol, D., Wang, H., Baumbach, J., Zheng, H., Callejas, Z., Hu, X., Dickerson, J. & Zhang, L. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 1435-1438 4 p. 8621396. (Proceedings - 2018 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2018).

    Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

    2 Citations (Scopus)

  • TANTIGEN 2.0: An online database and analysis platform for tumor T cell antigens

    Zhang, G., Chitkushev, L., Keskin, D. B. & Brusic, V., Nov 2019, Proceedings - 2019 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2019. Yoo, I., Bi, J. & Hu, X. T. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 2228-2231 4 p. 8983392. (Proceedings - 2019 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2019).

    Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

    3 Citations (Scopus)
  • 2017

    Antidote application: An educational system for treatment of common toxin overdose

    Long, J. B., Chitkushev, L., Zhang, Y., Zhang, G. & Brusic, V., 20 Aug 2017, ACM-BCB 2017 - Proceedings of the 8th ACM International Conference on Bioinformatics, Computational Biology, and Health Informatics. Association for Computing Machinery, Inc, p. 442-448 7 p. (ACM-BCB 2017 - Proceedings of the 8th ACM International Conference on Bioinformatics, Computational Biology, and Health Informatics).

    Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

    4 Citations (Scopus)

  • MCVdb: A database for knowledge discovery in Merkel cell polyomavirus with applications in T cell immunology and vaccinology

    Zhang, G. L., DeCaprio, J. A., Chitkushev, L., Keskin, D. B., Wu, C. J. & Brusic, V., 15 Dec 2017, Proceedings - 2017 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2017. Yoo, I., Zheng, J. H., Gong, Y., Hu, X. T., Shyu, C-R., Bromberg, Y., Gao, J. & Korkin, D. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 1483-1488 6 p. (Proceedings - 2017 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2017; vol. 2017-January).

    Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

    1 Citation (Scopus)
  • 2014

    Antidote application: An educational system for treatment of common toxin overdose

    Long, J., Brusic, V., Zhang, Y., Zhang, G. L. & Chitkushev, L., 20 Sept 2014, ACM BCB 2014 - 5th ACM Conference on Bioinformatics, Computational Biology, and Health Informatics. Association for Computing Machinery, p. 598-599 2 p. (ACM BCB 2014 - 5th ACM Conference on Bioinformatics, Computational Biology, and Health Informatics).

    Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

  • 2013

    Biomarkers in immunology: From concepts to applications

    Zhang, P., Chitkushev, L., Brusic, V. & Zhang, G. L., 2013, 2013 ACM Conference on Bioinformatics, Computational Biology and Biomedical Informatics, ACM-BCB 2013. p. 826-835 10 p. (2013 ACM Conference on Bioinformatics, Computational Biology and Biomedical Informatics, ACM-BCB 2013).

    Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

  • HPVdb: A Data mining system for knowledge discovery in human papillomavirus with applications in T cell immunology and vaccinology

    Zhang, G. L., Riemer, A., Keskin, D. B., Chitkushev, L., Reinherz, E. L. & Brusic, V., 2013, 2013 ACM Conference on Bioinformatics, Computational Biology and Biomedical Informatics, ACM-BCB 2013. p. 843-848 6 p. (2013 ACM Conference on Bioinformatics, Computational Biology and Biomedical Informatics, ACM-BCB 2013).

    Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

    1 Citation (Scopus)

  • Landscape of neutralizing assessment of monoclonal antibodies against dengue virus

    Sun, J., Zhang, G. L., Olsen, L. R., Reinherz, E. L. & Brusic, V., 2013, 2013 ACM Conference on Bioinformatics, Computational Biology and Biomedical Informatics, ACM-BCB 2013. p. 836-842 7 p. (2013 ACM Conference on Bioinformatics, Computational Biology and Biomedical Informatics, ACM-BCB 2013).

    Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

    2 Citations (Scopus)
  • 2011

    A cDNA microarray for rapid and economical identification of HLA profiles of individuals

    Zhang, G. L., Reinherz, E. L., Keskin, D. B. & Brusic, V., 2011, 2011 IEEE International Conference on Bioinformatics and Biomedicine Workshops, BIBMW 2011. p. 677-679 3 p. 6112451. (2011 IEEE International Conference on Bioinformatics and Biomedicine Workshops, BIBMW 2011).

    Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

    2 Citations (Scopus)

  • PRED mafa: A system for prediction of peptide binding to several MHC class i molecules in cynomolgus macaques

    Zhang, G. L., O'Connor, D. H., Budde, M. L., Hildebrand, W. H., Lhost, J. J. & Brusic, V., 2011, 2011 ACM Conference on Bioinformatics, Computational Biology and Biomedicine, BCB 2011. p. 602-606 5 p. (2011 ACM Conference on Bioinformatics, Computational Biology and Biomedicine, BCB 2011).

    Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

    1 Citation (Scopus)

  • 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

    Dilek, E., Zlateva, T., Zhang, G. L., Chitkushev, L., Lee, J. Y. & Brusic, V., 2011, 2011 IEEE International Conference on Bioinformatics and Biomedicine Workshops, BIBMW 2011. p. 680-682 3 p. 6112452. (2011 IEEE International Conference on Bioinformatics and Biomedicine Workshops, BIBMW 2011).

    Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

  • Visualization tools for presenting and analysis of global landscapes of vaccine targets

    Kalathur, S., Brusic, V., Zhang, G. L., Chitkushev, L. & Zlateva, T., 2011, 2011 IEEE International Conference on Bioinformatics and Biomedicine Workshops, BIBMW 2011. p. 683-688 6 p. 6112453. (2011 IEEE International Conference on Bioinformatics and Biomedicine Workshops, BIBMW 2011).

    Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

  • 2010

    The ImmunoGrid simulator: How to use it

    Pappalardo, F., Halling-Brown, M., Pennisi, M., Chiacchio, F., Sansom, C. E., Shepherd, A. J., Moss, D. S., Motta, S. & Brusic, V., 2010, Computational Intelligence Methods for Bioinformatics and Biostatistics - 6th International Meeting, CIBB 2009, Revised Selected Papers. p. 1-19 19 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 6160 LNBI).

    Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

  • 2009

    A hybrid model for prediction of peptide binding to MHC molecules

    Zhang, P., Brusic, V. & Basford, K., 2009, Advances in Neuro-Information Processing - 15th International Conference, ICONIP 2008, Revised Selected Papers. PART 1 ed. p. 529-536 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 5506 LNCS, no. PART 1).

    Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

  • 2007

    Understanding prediction systems for HLA-binding peptides and T-Cell epitope identification

    You, L., Zhang, P., Bodén, M. & Brusic, V., 2007, Pattern Recognition in Bioinformatics - Second IAPR International Workshop, PRIB 2007, Proceedings. Springer Verlag, p. 337-348 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 4774 LNBI).

    Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

    Open Access
    8 Citations (Scopus)
  • 2006

    BioDArt - Catalogue of biological data artifact examples

    Veeramani, A., Gopalakrishnan, K., Brusic, V. & Koh, J. L. Y., 2006, ICBPE 2006 - Proceedings of the 2006 International Conference on Biomedical and Pharmaceutical Engineering. p. 324-329 6 p. 4155917. (ICBPE 2006 - Proceedings of the 2006 International Conference on Biomedical and Pharmaceutical Engineering).

    Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

    2 Citations (Scopus)

  • Computational models for identifying promiscuous HLA-B7 binders based on information theory and support vector machine

    Zhang, G. L., Tong, J. C., Zhang, Z. H., Zheng, Y., August, J. T., Kwoh, C. K. & Brusic, V., 2006, ICBPE 2006 - Proceedings of the 2006 International Conference on Biomedical and Pharmaceutical Engineering. p. 319-323 5 p. 4155916. (ICBPE 2006 - Proceedings of the 2006 International Conference on Biomedical and Pharmaceutical Engineering).

    Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

  • Extreme learning machine for predicting HLA-peplide binding

    Handoko, S. D., Keong, K. C., Soon, O. Y., Zhang, G. L. & Brusic, V., 2006, Advances in Neural Networks - ISNN 2006: Third International Symposium on Neural Networks, ISNN 2006, Proceedings - Part III. Springer Verlag, p. 716-721 6 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 3973 LNCS).

    Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

    23 Citations (Scopus)

  • Functional prediction of snake neurotoxins

    Seah, S. H., Kwoh, C. K., Brusic, V., Sakharkar, M. K. & Ng, G. S., 2006, 9th International Conference on Control, Automation, Robotics and Vision, 2006, ICARCV '06. 4150399. (9th International Conference on Control, Automation, Robotics and Vision, 2006, ICARCV '06).

    Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

  • Incremental maintenance of biological databases using association rule mining

    Lam, K. T., Koh, J. L. Y., Veeravalli, B. & Brusic, V., 2006, Pattern Recognition in Bioinformatics - International Workshop, PRIB 2006, Proceedings. Springer Verlag, p. 140-150 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 4146 LNBI).

    Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

    Open Access
    1 Citation (Scopus)

  • Multi-objective evolutionary algorithm for discovering peptide binding motifs

    Rajapakse, M., Schmidt, B. & Brusic, V., 2006, Applications of Evolutionary Computing - EvoWorkshops 2006: EvoBIO, EvoCOMNET, EvoHOT, EvoIASP, EvoINTERACTION, EvoMUSART, and EvoSTOC, Proceedings. p. 149-158 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 3907 LNCS).

    Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

    7 Citations (Scopus)

  • Performance evaluation of MULTIEPD1 on prediction of MHC class i binders

    Zhang, G. L., Kwoh, C. K., August, J. T. & Brusic, V., 2006, ICBPE 2006 - Proceedings of the 2006 International Conference on Biomedical and Pharmaceutical Engineering. p. 307-313 7 p. 4155914. (ICBPE 2006 - Proceedings of the 2006 International Conference on Biomedical and Pharmaceutical Engineering).

    Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

    2 Citations (Scopus)

  • Temporal and antigenic analysis of dengue virus serotype 1 genome polyprotein sequences

    Rajapakse, M., Veeramani, A., Gopalakrishnan, K., Ananthanarayan, S., Khan, A. M., Srinivasan, K. N., August, J. T. & Brusic, V., 2006, ICBPE 2006 - Proceedings of the 2006 International Conference on Biomedical and Pharmaceutical Engineering. p. 301-306 6 p. 4155913. (ICBPE 2006 - Proceedings of the 2006 International Conference on Biomedical and Pharmaceutical Engineering).

    Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

  • 1999

    Data cleansing for computer models: A case study from immunology

    Brusic, V., Zeleznikow, J., Sturniolo, T., Bono, E. & Hammer, J., 1999, ICONIP 1999, 6th International Conference on Neural Information Processing - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 603-609 7 p. 845663. (ICONIP 1999, 6th International Conference on Neural Information Processing - Proceedings; vol. 2).

    Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

    9 Citations (Scopus)
  • 1997

    Application of Genetic Search in Derivation of Matrix Models of Peptide Binding to MHC Molecules

    Brusic, V., Schönbach, C., Takiguchi, M., Ciesielski, V. & Harrison, L. C., 1997, Proceedings of the 5th International Conference on Intelligent Systems for Molecular Biology, ISMB 1997. AAAI Press, (Proceedings of the 5th International Conference on Intelligent Systems for Molecular Biology, ISMB 1997).

    Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review