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  • 2021

    This Explains That: Congruent Image–Report Generation for Explainable Medical Image Analysis with Cyclic Generative Adversarial Networks

    Pandey, A., Paliwal, B., Dhall, A., Subramanian, R. & Mahapatra, D., 2021, Interpretability of Machine Intelligence in Medical Image Computing, and Topological Data Analysis and Its Applications for Medical Data - 4th International Workshop, iMIMIC 2021, and 1st International Workshop, TDA4MedicalData 2021, Held in Conjunction with MICCAI 2021, Proceedings. Reyes, M., Henriques Abreu, P., Cardoso, J., Hajij, M., Zamzmi, G., Rahul, P. & Thakur, L. (eds.). Netherlands: Springer, p. 34-43 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12929 LNCS).

    Research output: A Conference proceeding or a Chapter in Book › Conference contribution › peer-review

  • Unmasking the Regulatory Burden for Individual Australian Residents

    Romano, R., Dec 2021, ACIS 2021 Proceedings . Association for Information Systems, p. 1-11 11 p.

    Research output: A Conference proceeding or a Chapter in Book › Conference contribution › peer-review

    Open Access

  • ViNet: Pushing the limits of Visual Modality for Audio-Visual Saliency Prediction

    Jain, S., Yarlagadda, P., Jyoti, S., Karthik, S., Subramanian, R. & Gandhi, V., 2021, IEEE/RSJ International Conference on Intelligent Robots and Systems, IROS 2021. Přeučil, L. & Babuška, R. (eds.). United States: IEEE, Institute of Electrical and Electronics Engineers, p. 3520-3527 8 p. (IEEE International Conference on Intelligent Robots and Systems).

    Research output: A Conference proceeding or a Chapter in Book › Conference contribution › peer-review

    Open Access
    64 Citations (Scopus)

  • What's in a face? The effect of faces in human robot interaction

    Gurung, N., Grant, J. B. & Herath, D., 8 Aug 2021, 2021 30th IEEE International Conference on Robot and Human Interactive Communication, RO-MAN 2021. Smith, S. L. & Van der Loos, M. (eds.). United States: IEEE, Institute of Electrical and Electronics Engineers, p. 1024-1030 7 p. (2021 30th IEEE International Conference on Robot and Human Interactive Communication, RO-MAN 2021).

    Research output: A Conference proceeding or a Chapter in Book › Conference contribution › peer-review

    1 Citation (Scopus)
  • 2020

    An analytics-based envelope neural net approach to forecasting memory leakage in an enterprise applications environment

    Khosla, N. & Sharma, D., 3 Mar 2020, International Conference on Innovation in Modern Science and Technology (ICIMSAT 2019): Intelligent Techniques and Applications in Science and Technology: Learning and Analytics in Intelligent Systems. Dawn, S., Balas, V., Esposito, A. & Gope, S. (eds.). Switzerland: Springer, Vol. 12. p. 66-74 9 p. (Learning and Analytics in Intelligent Systems).

    Research output: A Conference proceeding or a Chapter in Book › Conference contribution › peer-review

    Open Access

  • An Experimental Outlook to Design and Measure Efficacy of an Artificial Intelligence based Medical Diagnosis Support System

    Kamra, V., Kumar, P. & Mohammadian, M., 2020, Proceedings - IEEE 2020 2nd International Conference on Advances in Computing, Communication Control and Networking, ICACCCN 2020. Sharma, V., Srivastava, R. & Singh, M. (eds.). United States: IEEE, Institute of Electrical and Electronics Engineers, p. 715-720 6 p. 9362924. (Proceedings - IEEE 2020 2nd International Conference on Advances in Computing, Communication Control and Networking, ICACCCN 2020).

    Research output: A Conference proceeding or a Chapter in Book › Conference contribution › peer-review

    7 Citations (Scopus)

  • A Novel Approach using Deep Neural Network Vessel Segmentation Retinal Disease Detection

    Kaur, N., Chetty, G. & Singh, L., 16 Dec 2020, 2020 IEEE Asia-Pacific Conference on Computer Science and Data Engineering, CSDE 2020. United States: IEEE, Institute of Electrical and Electronics Engineers, p. 1-6 6 p. 9411629. (2020 IEEE Asia-Pacific Conference on Computer Science and Data Engineering, CSDE 2020).

    Research output: A Conference proceeding or a Chapter in Book › Conference contribution › peer-review

    1 Citation (Scopus)

  • Arts + Health: : New Approaches to Arts and Robots in Health Care

    Herath, D., McFarlane, J., Jochum, E. A., Grant, J. B. & Tresset, P., 23 Mar 2020, HRI 2020 - Companion of the 2020 ACM/IEEE International Conference on Human-Robot Interaction: HRI '20: Companion of the 2020 ACM/IEEE International Conference on Human-Robot Interaction. New York: Association for Computing Machinery (ACM), p. 1-7 7 p. (ACM/IEEE International Conference on Human-Robot Interaction).

    Research output: A Conference proceeding or a Chapter in Book › Conference contribution › peer-review

    Open Access
    File
    6 Citations (Scopus)
    204 Downloads (Pure)

  • A Study on the Impact of Alcoholism on EEG-based Cryptographic Key Generation Systems

    Sharma, D., Tran, D. & Nguyen, D., 1 Dec 2020, 2020 IEEE Symposium Series on Computational Intelligence, SSCI 2020. Abbass, H., Coello Coello, C. A. & Singh, H. K. (eds.). United States: IEEE, Institute of Electrical and Electronics Engineers, p. 79-85 7 p. 9308231. (2020 IEEE Symposium Series on Computational Intelligence, SSCI 2020).

    Research output: A Conference proceeding or a Chapter in Book › Conference contribution › peer-review

    1 Citation (Scopus)

  • Automatic Segmentation of Achilles Tendon Tissues Using Deep Convolutional Neural Network

    Alzyadat, T., Praet, S., Chetty, G., Goecke, R., Hughes, D., Kumar, D., Welvaert, M., Vlahovich, N. & Waddington, G., 1 Jan 2020, Machine Learning in Medical Imaging - 11th International Workshop, MLMI 2020, Held in Conjunction with MICCAI 2020, Proceedings. Liu, M., Yan, P., Lian, C. & Cao, X. (eds.). Netherlands: Springer, Vol. 12436. p. 444-454 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12436 LNCS).

    Research output: A Conference proceeding or a Chapter in Book › Conference contribution › peer-review

    Open Access
    2 Citations (Scopus)

  • Biogeographical Ancestry Inference from Genotype: A Comparison of Ancestral Informative SNPs and Genome-wide SNPs

    Qu, Y., Tran, D. & Martinez-Marroquin, E., 1 Dec 2020, 2020 IEEE Symposium Series on Computational Intelligence, SSCI 2020. Abbass, H., Coello Coello, C. A. & Singh, H. K. (eds.). United States: IEEE, Institute of Electrical and Electronics Engineers, p. 64-70 7 p. 9308171. (2020 IEEE Symposium Series on Computational Intelligence, SSCI 2020).

    Research output: A Conference proceeding or a Chapter in Book › Conference contribution › peer-review

    4 Citations (Scopus)

  • Conceptualizing IT Project Portfolio Management in Terms of Organisational State-Transition Approach

    Sarbazhosseini, H., 2020, 16th European, Mediterranean, and Middle Eastern Conference, EMCIS 2019, Dubai, United Arab Emirates, December 9–10, 2019, Proceedings. Themistocleous, M. & Papadaki, M. (eds.). Netherlands: Springer, p. 582-593 12 p. (Lecture Notes in Business Information Processing; vol. 381 LNBIP).

    Research output: A Conference proceeding or a Chapter in Book › Conference contribution › peer-review

  • Deep Machine Learning Digital library recommendation system based on Metadata for Arabic and English Languages

    Almaghrabi, M. & Chetty, G., 16 Dec 2020, 2020 IEEE Asia-Pacific Conference on Computer Science and Data Engineering, CSDE 2020. United States: IEEE, Institute of Electrical and Electronics Engineers, p. 1-6 6 p. 9411525. (2020 IEEE Asia-Pacific Conference on Computer Science and Data Engineering, CSDE 2020).

    Research output: A Conference proceeding or a Chapter in Book › Conference contribution › peer-review

    4 Citations (Scopus)

  • Distributed Information Integration in Convolutional Neural Networks

    Kumar., D. & Sharma., D., 2020, VISIGRAPP 2020 - Proceedings of the 15th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications. Farinella, G. M., Radeva, P. & Braz, J. (eds.). Netherlands: Scitepress, Vol. 5. p. 491-498 8 p. (VISIGRAPP 2020 - Proceedings of the 15th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications; vol. 5).

    Research output: A Conference proceeding or a Chapter in Book › Conference contribution › peer-review

    4 Citations (Scopus)

  • EmotiW 2020: Driver Gaze, Group Emotion, Student Engagement and Physiological Signal based Challenges

    Dhall, A., Sharma, G., Goecke, R. & Gedeon, T., 21 Oct 2020, ICMI '20: Proceedings of the 2020 International Conference on Multimodal Interaction. Truong, K., Heylen, D., Czerwinski, M., Berthouze, N., Chetouani, M. & Nakano, M. (eds.). United States: Association for Computing Machinery (ACM), p. 784-789 6 p. (ICMI 2020 - Proceedings of the 2020 International Conference on Multimodal Interaction).

    Research output: A Conference proceeding or a Chapter in Book › Conference contribution › peer-review

    74 Citations (Scopus)

  • Feature Map Augmentation to Improve Rotation Invariance in Convolutional Neural Networks

    Kumar, D., Sharma, D. & Goecke, R., 2020, Advanced Concepts for Intelligent Vision Systems - 20th International Conference, ACIVS 2020, Proceedings. Blanc-Talon, J., Delmas, P., Philips, W., Popescu, D. & Scheunders, P. (eds.). Switzerland: Springer, Vol. 12002. p. 348-359 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12002 LNCS).

    Research output: A Conference proceeding or a Chapter in Book › Conference contribution › peer-review

    6 Citations (Scopus)

  • I Like the Way You Move: A Mixed-Methods Approach for Studying the Effects of Robot Motion on Collaborative Human Robot Interaction

    Pedersen, J. E., Christensen, K. W., Herath, D. & Jochum, E., 2020, Proceedings of the 12th International Conference on Social Robotics (ICSR2020). Wagner, A., Feil-Seifer, D., Haring, K., Rossi, S., Williams, T., He, H. & Ge, S. (eds.). Cham: Springer, p. 73-84 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12483 LNAI).

    Research output: A Conference proceeding or a Chapter in Book › Conference contribution › peer-review

    4 Citations (Scopus)

  • Improving SVM Classification on Imbalanced Datasets for EEG-Based Person Authentication

    Tran, N., Tran, D., Liu, S., Trinh, L. & Pham, T., 1 Jan 2020, International Joint Conference: 12th International Conference on Computational Intelligence in Security for Information Systems (CISIS 2019) and 10th International Conference on EUropean Transnational Education (ICEUTE 2019). CISIS 2019, ICEUTE 2019. Sáez Muñoz, J. A., Corchado, E., Martínez Álvarez, F., Troncoso Lora, A. & Quintián, H. (eds.). Switzerland: Springer, p. 57-66 10 p. (Advances in Intelligent Systems and Computing; vol. 951).

    Research output: A Conference proceeding or a Chapter in Book › Conference contribution › peer-review

    5 Citations (Scopus)

  • Investigating LSTM for Micro-Expression Recognition

    Bai, M. & Goecke, R., 25 Oct 2020, ICMI '20 Companion: Companion Publication of the 2020 International Conference on Multimodal Interaction. Truong, K., Heylen, D. & Czerwinski, M. (eds.). Netherlands: Association for Computing Machinery (ACM), p. 7-11 5 p.

    Research output: A Conference proceeding or a Chapter in Book › Conference contribution › peer-review

    14 Citations (Scopus)

  • Machine Learning Based Psychological Disease Support Model Assisting Psychoanalysts and Individuals in Clinical Decision Ministration

    Kamra, V., Kumar, P. & Mohammadian, M., Jul 2020, 10th International Conference On Cloud Computing, Data Science and Engineering - Confluence 2020. El-Medany, W. (ed.). 4 ed. Netherlands: Elsevier, Vol. 9. p. 665-675 11 p. (International Journal of Computing and Digital Systems; vol. 9, no. 4).

    Research output: A Conference proceeding or a Chapter in Book › Conference contribution › peer-review

    Open Access
    5 Citations (Scopus)

  • Multilingual Sentiment Recommendation System based on Multilayer Convolutional Neural Networks (MCNN) and Collaborative Filtering based Multistage Deep Neural Network Models (CFMDNN)

    Almaghrabi, M. & Chetty, G., Nov 2020, 2020 IEEE/ACS 17th International Conference on Computer Systems and Applications, AICCSA 2020. Akoglu, A., Talbi, E.-G., Vargas-Solar, G. & Musicante, M. A. (eds.). United States: IEEE, Institute of Electrical and Electronics Engineers, p. 1-6 6 p. 9316492. (Proceedings of IEEE/ACS International Conference on Computer Systems and Applications, AICCSA; vol. 2020-November).

    Research output: A Conference proceeding or a Chapter in Book › Conference contribution › peer-review

    3 Citations (Scopus)

  • Multi-modal Information Extraction and Fusion with Convolutional Neural Networks

    Kumar, D. & Sharma, D., 30 Sept 2020, Proceedings of the 2020 International Joint Conference on Neural Networks (IJCNN). Roy, A. (ed.). United States: IEEE, Institute of Electrical and Electronics Engineers, p. 1-9 9 p. (Proceedings of the International Joint Conference on Neural Networks).

    Research output: A Conference proceeding or a Chapter in Book › Conference contribution › peer-review

    7 Citations (Scopus)

  • On the Importance of Posture and the Interaction Environment

    Hansen, A. K., Nilsson, J., Jochum, E. A. & Herath, D., 23 Mar 2020, Proceedings of HRI '20: ACM/IEEE International Conference on Human-Robot Interaction: HRI '20: Companion of the 2020 ACM/IEEE International Conference on Human-Robot Interaction. Belpaeme, T., Young, J., Gunes, H. & Riek, L. (eds.). New York, NY, USA: Association for Computing Machinery (ACM), p. 227-229 3 p.

    Research output: A Conference proceeding or a Chapter in Book › Conference contribution › peer-review

    Open Access
    File
    6 Citations (Scopus)
    106 Downloads (Pure)

  • Review on Breast Cancer Disease Predictive Modelling using Swarm Intelligence

    Kumar, M., Khatri, S. K. & Mohammadian, M., 2 Jul 2020, 2020 International Conference on Computational Performance Evaluation, ComPE 2020. Paul, S. & Verma, J. K. (eds.). United States: IEEE, Institute of Electrical and Electronics Engineers, p. 523-530 8 p. 9200117. (2020 International Conference on Computational Performance Evaluation, ComPE 2020).

    Research output: A Conference proceeding or a Chapter in Book › Conference contribution › peer-review

    4 Citations (Scopus)

  • Surrogate Approximation on Bilevel Multi Follower Optimization Problems

    Islam, M. M., Barkat ullah, A., Furhad, M. H. & Nazah, S., 1 Dec 2020, IEEE Symposium Series on Computational Intelligence (SSCI 2020). Abbass, H., Coello Coello, C. A. & Singh, H. K. (eds.). United States: IEEE, Institute of Electrical and Electronics Engineers, p. 1663-1671 9 p. (2020 IEEE Symposium Series on Computational Intelligence, SSCI 2020).

    Research output: A Conference proceeding or a Chapter in Book › Conference contribution › peer-review

    2 Citations (Scopus)

  • To Embody or Not: A Cross Human-Robot and Human-Computer Interaction (HRI/HCI) Study on the Efficacy of Physical Embodiment

    Herath, D. C., Binks, N. & Grant, J. B., 13 Dec 2020, 16th IEEE International Conference on Control, Automation, Robotics and Vision, ICARCV 2020. Wen, C., Su, H., Su, R. & Xie, L. (eds.). United States: IEEE, Institute of Electrical and Electronics Engineers, p. 848-853 6 p. 9305520. (16th IEEE International Conference on Control, Automation, Robotics and Vision, ICARCV 2020).

    Research output: A Conference proceeding or a Chapter in Book › Conference contribution › peer-review

    7 Citations (Scopus)

  • Towards the Design of a Human-Inspired Gripper for Textile Manipulation

    Hinwood, D., Herath, D. & Goecke, R., 20 Aug 2020, 2020 IEEE 16th International Conference on Automation Science and Engineering, CASE 2020. Huang, G. Q., Wang, M. & Dotoli, M. (eds.). United States: IEEE, Institute of Electrical and Electronics Engineers, p. 913-920 8 p. 9216964

    Research output: A Conference proceeding or a Chapter in Book › Conference contribution › peer-review

    8 Citations (Scopus)

  • Wavelet-based denoising for EEG-based pattern recognition systems

    Nguyen, B., Ma, W., Tran, D. & Chung, Y., 1 Dec 2020, 2020 IEEE Symposium Series on Computational Intelligence, SSCI 2020. Abbass, H., Coello Coello, C. A. & Singh, H. K. (eds.). United States: IEEE, Institute of Electrical and Electronics Engineers, p. 1249-1256 8 p. 9308421. (2020 IEEE Symposium Series on Computational Intelligence, SSCI 2020).

    Research output: A Conference proceeding or a Chapter in Book › Conference contribution › peer-review

    2 Citations (Scopus)
  • 2019

    A Deep Learning Based Collaborative Neural Network Framework for Recommender System

    Almaghrabi, M. & Chetty, G., 15 Jan 2019, Proceedings - International Conference on Machine Learning and Data Engineering, iCMLDE 2018. Howard, D., Bashar, M. R. & Rhee, P. K. (eds.). IEEE, Institute of Electrical and Electronics Engineers, p. 128-135 8 p. 8614014. (Proceedings - International Conference on Machine Learning and Data Engineering, iCMLDE 2018).

    Research output: A Conference proceeding or a Chapter in Book › Conference contribution › peer-review

    10 Citations (Scopus)

  • Adversarial Defense by Restricting the Hidden Space of Deep Neural Networks

    Mustafa, A., Khan, S. H., Hayat, M., Goecke, R., Shen, J. & Shao, L., 27 Oct 2019, Proceedinsg of the 2019 IEEE/CVF International Conference on Computer Vision (ICCV 2019). Lee , K. M., Forsyth, D., Pollefeys, M. & Tang, X. (eds.). United States: IEEE, Institute of Electrical and Electronics Engineers, p. 3384-3393 10 p. 9010713. (Proceedings of the IEEE International Conference on Computer Vision; vol. 2019-October).

    Research output: A Conference proceeding or a Chapter in Book › Conference contribution › peer-review

    Open Access
    118 Citations (Scopus)

  • A machine learning approach for intrusion detection in smart cities

    Elsaeidy, A., Munasinghe, K. S., Sharma, D. & Jamalipour, A., 22 Sept 2019, 2019 IEEE 90th Vehicular Technology Conference, VTC 2019 Fall - Proceedings. Wang, L.-C. & Uysal, M. (eds.). United States: IEEE, Institute of Electrical and Electronics Engineers, p. 1-5 5 p. 8891281. (IEEE Vehicular Technology Conference; vol. 2019-September).

    Research output: A Conference proceeding or a Chapter in Book › Conference contribution › peer-review

    12 Citations (Scopus)

  • A neural net approach to predict burst of traffic under stress conditions in a complex IT environment

    Sharma, D. & Khosla, N., 2019, International Conference on Deep Learning, Artificial Intelligence and Robotics (ICDLAIR 2019). Upadhyaya, S. & Tripathi, M. (eds.). Springer, p. 1-7 7 p. (Lecture Notes in Networks and Systems).

    Research output: A Conference proceeding or a Chapter in Book › Conference contribution › peer-review

  • A Novel Model-Driven Framework for Software and System Testing

    Javed, Z. & Mohammadian, M., 21 Nov 2019, 2019 4th International Conference on Information Systems and Computer Networks, ISCON 2019. Sharma, D. K. (ed.). United States: IEEE, Institute of Electrical and Electronics Engineers, p. 750-756 7 p. 9036210. (2019 4th International Conference on Information Systems and Computer Networks, ISCON 2019).

    Research output: A Conference proceeding or a Chapter in Book › Conference contribution › peer-review

    1 Citation (Scopus)

  • A Study on Combing EEG signals and Crytography for Bitcoin security

    Nguyen, B., Tran, D. & Ma, W., Dec 2019, Neural Information Processing: 26th International Conference, ICONIP 2019, Sydney, NSW, Australia, December 12–15, 2019, Proceedings, Part IV. Gedeon, T., Wong, K. W. & Lee, M. (eds.). 4 ed. Switzerland: Springer, Vol. 15. p. 1-9 9 p. (Communications in Computer and Information Science; vol. 1142).

    Research output: A Conference proceeding or a Chapter in Book › Conference contribution › peer-review

  • Automated Measurement of Head Movement Synchrony during Dyadic Depression Severity Interviews

    BHATIA, S., GOECKE, R., Hammal, Z. & Cohn, J. F., 1 May 2019, Proceedings - 14th IEEE International Conference on Automatic Face and Gesture Recognition, FG 2019. Danvers, United States: IEEE, Institute of Electrical and Electronics Engineers, p. 169-176 8 p. 8756509. (Proceedings - 14th IEEE International Conference on Automatic Face and Gesture Recognition, FG 2019).

    Research output: A Conference proceeding or a Chapter in Book › Conference contribution › peer-review

    7 Citations (Scopus)

  • Automatic brain image analysis based on multimodal deep learning scheme

    Chetty, G., Singh, M. & White, M., 2 Dec 2019, Proceedings - 2019 International Conference on Machine Learning and Data Engineering (iCMLDE 2019). Rhee, P. K., Hwa, K.-Y., Pai, T.-W., Howard, D. & Bashar, R. (eds.). United States: IEEE, Institute of Electrical and Electronics Engineers, p. 97-100 4 p. 8995755. (Proceedings - International Conference on Machine Learning and Data Engineering, iCMLDE 2019).

    Research output: A Conference proceeding or a Chapter in Book › Conference contribution › peer-review

    6 Citations (Scopus)

  • Biomedical Named Entity Recognition Based on Hybrid Multistage CNN-RNN Learner

    Phan, R., Luu, T. M., Davey, R. & Chetty, G., 15 Jan 2019, Proceedings International Conference on Machine Learning and Data Engineering (iCMLDE 2018). Rhee, P. K., Howard, D. & Bashar, R. (eds.). United States: IEEE, Institute of Electrical and Electronics Engineers, p. 128-135 8 p. 8614015. (Proceedings - International Conference on Machine Learning and Data Engineering, iCMLDE 2018).

    Research output: A Conference proceeding or a Chapter in Book › Conference contribution › peer-review

    4 Citations (Scopus)

  • CLEF ehealth 2019 evaluation lab

    Kelly, L., Goeuriot, L., Suominen, H., Neves, M., Kanoulas, E., Spijker, R., Azzopardi, L., Li, D., Jimmy, Palotti, J. & Zuccon, G., 2019, Advances in Information Retrieval: 41st European Conference on IR Research, ECIR 2019, Proceedings, Part II. Azzopardi, L., Stein, B., Fuhr, N., Mayr, P., Hauff, C. & Hiemstra, D. (eds.). Cham, Switzerland: Springer, Vol. 11438. p. 267-274 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11438).

    Research output: A Conference proceeding or a Chapter in Book › Conference contribution › peer-review

    Open Access
    4 Citations (Scopus)

  • Coopetition Based Inter-Operator Traffic Sharing for Energy Efficient Cellular Networks

    Adhikary, D., Bayev, N. S. N., Hossain, M. F., Munasinghe, K. S. & Jamalipour, A., 16 Dec 2019, 2019, 13th International Conference on Signal Processing and Communication Systems, ICSPCS 2019 - Proceedings. McEachen, J. (ed.). United States: IEEE, Institute of Electrical and Electronics Engineers, 7 p. 9008429. (2019, 13th International Conference on Signal Processing and Communication Systems, ICSPCS 2019 - Proceedings).

    Research output: A Conference proceeding or a Chapter in Book › Conference contribution › peer-review

    2 Citations (Scopus)

  • Deep learning approach to biogeographical ancestry inference

    Qu, Y., Tran, D. & Ma, W., 2019, 23rd KES International Conference on Knowledge-Based and Intelligent Information & Engineering Systems KES2019. Rudas, I. J., Janos, C., Toro, C., Botzheim, J., Howlett, R. J. & Jain, L. C. (eds.). Netherlands: Elsevier, Vol. 159. p. 552-561 10 p. (Procedia Computer Science).

    Research output: A Conference proceeding or a Chapter in Book › Conference contribution › peer-review

    Open Access
    File
    9 Citations (Scopus)
    93 Downloads (Pure)

  • Deep learning based spam detection system

    Chetty, G., Bui, H. & White, M., 2 Dec 2019, Proceedings - International Conference on Machine Learning and Data Engineering, iCMLDE 2019. Rhee, P. K., Hwa, K.-Y., Pai, T.-W., Howard, D. & Bashar, R. (eds.). United States: IEEE, Institute of Electrical and Electronics Engineers, p. 91-96 6 p. 8995757. (Proceedings - International Conference on Machine Learning and Data Engineering, iCMLDE 2019).

    Research output: A Conference proceeding or a Chapter in Book › Conference contribution › peer-review

    12 Citations (Scopus)

  • Deep Learning with XGBoost for Real Estate Appraisal

    Zhao, Y., Chetty, G. & Tran, D., 6 Dec 2019, 2019 IEEE Symposium Series on Computational Intelligence, SSCI 2019. United States: IEEE, Institute of Electrical and Electronics Engineers, p. 1396-1401 6 p. 9002790. (2019 IEEE Symposium Series on Computational Intelligence, SSCI 2019).

    Research output: A Conference proceeding or a Chapter in Book › Conference contribution › peer-review

    57 Citations (Scopus)

  • Diverse Goals but One Heart with Mixed Reality in Information Systems

    John, B. & Rutherford, E., 6 Dec 2019, ASCILITE 2019: Conference Proceedings: Personalised Learning. Diverse Goals. One Heart: 36th International Conference of Innovation, Practice and Research in the Use of Educational Technologies in Tertiary Education. Wei, S. C. Y., Mun, C. K. & Alphonso, A. (eds.). Australia: Australasian Society for Computers in Learning in Tertiary Education, p. 464-469 6 p.

    Research output: A Conference proceeding or a Chapter in Book › Conference contribution › peer-review

    Open Access
    File
    65 Downloads (Pure)

  • EEG-Based Person Authentication System in Different Brain States

    Tran, N., TRAN, D., LIU, S., MA, W. & PHAM, T., 16 May 2019, 9th International IEEE EMBS Conference on Neural Engineering, NER 2019. IEEE, Institute of Electrical and Electronics Engineers, p. 1050-1053 4 p. 8716949. (International IEEE/EMBS Conference on Neural Engineering, NER; vol. 2019-March).

    Research output: A Conference proceeding or a Chapter in Book › Conference contribution › peer-review

    7 Citations (Scopus)

  • EEG-Based Person Authentication with Variational Universal Background Model

    Tran, H., Tran, D., Ma, W. & Nguyen, P., 1 Jan 2019, Network and System Security - 13th International Conference, NSS 2019, Proceedings. Liu, J. K. & Huang, X. (eds.). Netherlands: Springer, p. 418-432 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11928 LNCS).

    Research output: A Conference proceeding or a Chapter in Book › Conference contribution › peer-review

    1 Citation (Scopus)

  • Efficient Use of Data Centres - Factors Affecting Service Availability in Large Organisations based on IT and Data Centre Selection

    Townsend, T., Mohammadian, M. & John, B., 21 Nov 2019, 2019 4th International Conference on Information Systems and Computer Networks (ISCON). Sharma, D. K. & Tripathi, A. (eds.). United States: IEEE, Institute of Electrical and Electronics Engineers, p. 773-781 9 p. 9036235

    Research output: A Conference proceeding or a Chapter in Book › Conference contribution › peer-review

    Open Access
    File
    53 Downloads (Pure)

  • Embodied Conversational Agents and Interactive Virtual Humans for Training Simulators

    CHETTY, G. & White, M., 2019, Proceedings of 2019 Audio Visual Speech Processing Conference (AVSP). Melbourne, Australia: International Speech Communication Association, p. 1-5 5 p.

    Research output: A Conference proceeding or a Chapter in Book › Conference contribution

    Open Access

  • EmotiW 2019: Automatic emotion, engagement and cohesion prediction tasks

    Dhall, A., Ghosh, S., Goecke, R. & Gedeon, T., 14 Oct 2019, ICMI 2019 - Proceedings of the 2019 International Conference on Multimodal Interaction. Gao, W., Ling Meng, H. M., Turk, M., Fussell, S. R., Schuller, B., Schuller, B., Song, Y. & Yu, K. (eds.). New York: Association for Computing Machinery, Inc, p. 546-550 5 p. (ICMI 2019 - Proceedings of the 2019 International Conference on Multimodal Interaction).

    Research output: A Conference proceeding or a Chapter in Book › Conference contribution › peer-review

    77 Citations (Scopus)

  • Enhanced waters 2D muscle model for facial expression generation

    Kumar, D. & Sharma, D., 2019, VISIGRAPP 2019 - Proceedings of the 14th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications. Kerren, A., Hurter, C. & Braz, J. (eds.). Scitepress, Vol. 1. p. 262-269 8 p. (VISIGRAPP 2019 - Proceedings of the 14th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications; vol. 1).

    Research output: A Conference proceeding or a Chapter in Book › Conference contribution › peer-review

    Open Access
    File
    1 Citation (Scopus)
    60 Downloads (Pure)

  • Enhancing clinical name entity recognition based on hybrid deep learning scheme

    Phan, R., Luu, T., Davey, R. & Chetty, G., 8 Nov 2019, Proceedings - 19th IEEE International Conference on Data Mining Workshops, ICDMW 2019. Papapetrou, P., Cheng, X. & He, Q. (eds.). United States: IEEE, Institute of Electrical and Electronics Engineers, p. 1049-1055 7 p. 8955534. (IEEE International Conference on Data Mining Workshops, ICDMW; vol. 2019-November).

    Research output: A Conference proceeding or a Chapter in Book › Conference contribution › peer-review

    4 Citations (Scopus)