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  • 2024

    Community Healthcare: Safety, Privacy, and Usability of Smart Health Home Technologies

    Cai, T., Zhang, X., Li, Y., McDonald, S. & Brusic, V., 2024, 2nd International Conference on Emerging Trends in Information Technology and Engineering, ic-ETITE 2024. Institute of Electrical and Electronics Engineers Inc., (2nd International Conference on Emerging Trends in Information Technology and Engineering, ic-ETITE 2024).

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

    2 Citations (Scopus)
  • 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

    1 Citation (Scopus)

  • 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

    Social Impact of Smart Environments: Software Engineering Perspectives and Challenges

    McDonald, S., Towey, D. & Brusic, V., 2022, 2022 IEEE 46th Annual Computers, Software, and Applications Conference (COMPSAC). Va Leong, H., Sarvestani, S. S., Teranishi, Y., Cuzzocrea, A., Kashiwazaki, H., Towey, D., Yang, J.-J. & Shahriar, H. (eds.). IEEE, 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

    2 Citations (Scopus)

  • 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

    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

    1 Citation (Scopus)

  • 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

    3 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)
  • 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

    5 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
    6 Citations (Scopus)
    84 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

    10 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

    15 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
    23 Citations (Scopus)
    226 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)
  • 2018

    Blood pressure estimation from photoplethysmogram and electrocardiogram signals using machine learning

    Yang, S., Zaki, W. S. W., Morgan, S. P., Cho, S. Y., Correia, R., Wen, L. & Zhang, Y., 2018, IET Doctoral Forum on Biomedical Engineering, Healthcare, Robotics and Artificial Intelligence 2018, BRAIN 2018. CP754 ed. Institution of Engineering and Technology, (IET Conference Publications; vol. 2018, no. CP754).

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

    Open Access
    File
    3 Citations (Scopus)
    69 Downloads (Pure)

  • Cuff-less blood pressure measurement using fingertip photoplethysmogram signals and physiological characteristics

    Yang, S., Zhang, Y., Cho, S. Y., Morgan, S. P., Correia, R. & Wen, L., 2018, Optics in Health Care and Biomedical Optics VIII. Gu, Y., Luo, Q., Li, X., Tang, Y. & Zhu, D. (eds.). SPIE, 1082036. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 10820).

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

    7 Citations (Scopus)
  • 2015

    A Graph kernel based on the jensen-shannon representation alignment

    Bai, L., Zhang, Z., Wang, C., Bai, X. & Hancock, E. R., 2015, IJCAI 2015 - Proceedings of the 24th International Joint Conference on Artificial Intelligence. Wooldridge, M. & Yang, Q. (eds.). International Joint Conferences on Artificial Intelligence, p. 3322-3328 7 p. (IJCAI International Joint Conference on Artificial Intelligence; vol. 2015-January).

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

    21 Citations (Scopus)

  • An edge-based matching kernel for graphs through the directed line graphs

    Bai, L., Zhang, Z., Wang, C. & Hancock, E. R., 2015, Computer Analysis of Images and Patterns - 16th International Conference, CAIP 2015, Proceedings. Azzopardi, G. & Petkov, N. (eds.). Springer Verlag, p. 85-95 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9257).

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

    2 Citations (Scopus)
  • 2014

    Composite practices to improve sustainability: A framework and evidence from Chinese auto-parts company

    Wang, Z., Subramanian, N., Abdulrahman, M. & Liu, C., 18 Nov 2014, IEEE International Conference on Industrial Engineering and Engineering Management. IEEE Computer Society, p. 1047-1051 5 p. 6962570. (IEEE International Conference on Industrial Engineering and Engineering Management).

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

    6 Citations (Scopus)