Browse by Fields of Research (ANZSRC 2020)

Shaik, Thanveer and Tao, Xiaohui ORCID: https://orcid.org/0000-0002-0020-077X and Higgins, Niall and Gururajan, Raj ORCID: https://orcid.org/0000-0002-5919-0174 and Li, Yuefeng and Zhou, Xujuan and Acharya, U Rajendra (2022) FedStack: Personalized Activity Monitoring using Stacked Federated Learning. Knowledge-Based Systems, 257:109929. pp. 1-14. ISSN 0950-7051

Jamei, Mehdi and Ali, Mumtaz ORCID: https://orcid.org/0000-0002-6975-5159 and Malik, Anurag and Karbasi, Masoud and Sharma, Ekta ORCID: https://orcid.org/0000-0003-3692-382X and Yaseen, Zaher Mundher (2022) Air quality monitoring based on chemical and meteorological drivers: Application of a novel data filtering-based hybridized deep learning model. Journal of Cleaner Production, 374:134011. pp. 1-17. ISSN 0959-6526

Ghimire, Sujan and Deo, Ravinesh C. ORCID: https://orcid.org/0000-0002-2290-6749 and Casillas-Perez, David and Salcedo-Sanz, Sancho and Sharma, Ekta ORCID: https://orcid.org/0000-0003-3692-382X and Ali, Mumtaz ORCID: https://orcid.org/0000-0002-6975-5159 (2022) Deep learning CNN-LSTM-MLP hybrid fusion model for feature optimizations and daily solar radiation prediction. Measurement, 202:111759. pp. 1-22. ISSN 0263-2241

Zhou, Kun and Sisman, Berrak and Rana, Rajib ORCID: https://orcid.org/0000-0002-0506-2409 and Schuller, Bjorn W. and Li, Haizhou (2022) Emotion Intensity and its Control for Emotional Voice Conversion. IEEE Transactions on Affective Computing. pp. 1-18.

Wee, Chee Keong and Zhou, XuJuan and Gururajan, Raj ORCID: https://orcid.org/0000-0002-5919-0174 and Tao, Xiaohui ORCID: https://orcid.org/0000-0002-0020-077X and Chen, Jennifer and Gururajan, Rashmi and Wee, Nathan and Barua, Prabal Datta ORCID: https://orcid.org/0000-0001-5117-8333 (2022) Automated Triaging Medical Referral for Otorhinolaryngology Using Data Mining and Machine Learning Techniques. IEEE Access, 10. pp. 44531-44548.

Latif, Siddique and Rana, Rajib ORCID: https://orcid.org/0000-0002-0506-2409 and Khalifa, Sara and Jurdak, Raja and Schuller, Bjorn (2022) Self Supervised Adversarial Domain Adaptation for Cross-Corpus and Cross-Language Speech Emotion Recognition. IEEE Transactions on Affective Computing. pp. 1-15.

Rajapakshe, Thejan ORCID: https://orcid.org/0000-0003-3156-3327 and Rana, Rajib ORCID: https://orcid.org/0000-0002-0506-2409 and Khalifa, Sara and Liu, Jiajun and Schuller, Bjorn W (2022) A Novel Policy for Pre-trained Deep Reinforcement Learning for Speech Emotion Recognition. In: 2022 Australasian Computer Science Week (ACSW 2022), 14 Feb - 17 Feb 2022, Brisbane, Australia.

Salman, Muhammad and Munawar, Hafiz Suliman and Latif, Khalid and Akram, Muhammad Waseem and Khan, Sara Imran and Ullah, Fahim ORCID: https://orcid.org/0000-0002-6221-1175 (2022) Big Data Management in Drug–Drug Interaction: A Modern Deep Learning Approach for Smart Healthcare. Big Data and Cognitive Computing, 6 (1):30. pp. 1-17.

Oliveira, Francisco Braulio and Haque, Amanul and Mougouei, Davoud ORCID: https://orcid.org/0000-0002-4271-9174 and Evans, Simon and Sichman, Jaime Simao and Singh, Munindar P. (2022) Investigating the Emotional Response to COVID-19 News on Twitter: A Topic Modeling and Emotion Classification Approach. IEEE Access, 10. pp. 16883-16897.

Riaz, Farina ORCID: https://orcid.org/0000-0001-9223-7117 and Abdulla, Shahab ORCID: https://orcid.org/0000-0002-1193-6969 and Ni, Wei and Radfar, Mohsen and Deo, Ravinesh ORCID: https://orcid.org/0000-0002-2290-6749 and Hopkins, Susan ORCID: https://orcid.org/0000-0003-1781-2382 (2022) Quantum Artificial Intelligence Predictions Enhancement by Improving Signal Processing. In: Quantum Australia Conference 2022, 23 Feb - 25 Feb 2022.

Bargshady, Ghazal ORCID: https://orcid.org/0000-0002-2557-7928 and Zhou, Xujuan and Barua, Prabal Datta ORCID: https://orcid.org/0000-0001-5117-8333 and Gururajan, Raj ORCID: https://orcid.org/0000-0002-5919-0174 and Li, Yuefeng and Acharya, U. Rajendra (2022) Application of CycleGAN and transfer learning techniques for automated detection of COVID-19 using X-ray images. Pattern Recognition Letters, 153. pp. 67-74. ISSN 0167-8655

Latif, Siddique and Cuayahuitl, Heriberto and Pervez, Farrukh and Shamshad, Fahad and Ali, Hafiz Shehbaz and Cambria, Erik (2022) A survey on deep reinforcement learning for audio‑based applications. Artificial Intelligence Review. ISSN 0269-2821

Latif, Siddique and Kim, Inyoung and Calapodescu, Ioan and Besacier, Laurent (2021) Controlling Prosody in End-to-End TTS: A Case Study on Contrastive Focus Generation. In: 25th Conference on Computational Natural Language Learning (CoNLL 2021), 10 Nov - 11 Nov 2021, Punta Cana, Dominican Republic.

Latif, Siddique and Rana, Rajib ORCID: https://orcid.org/0000-0002-0506-2409 and Khalifa, Sara and Jurdak, Raja and Qadir, Junaid and Schuller, Bjorn (2021) Survey of deep representation learning for speech emotion recognition. IEEE Transactions on Affective Computing.

Ali, Hafiz Shehbaz and Hassan, Fakhar ul and Latif, Siddique and Manzoor, Habib Ullah and Qadir, Junaid (2021) Privacy Enhanced Speech Emotion Communication using Deep Learning Aided Edge Computing. In: IEEE International Conference on Communications Workshops (2021), 14 Jun - 23 Jun 2021, Montreal, Canada.

Btoush, Eyad and Zhou, Xujuan and Gururajan, Raj ORCID: https://orcid.org/0000-0002-5919-0174 and Chan, KC ORCID: https://orcid.org/0000-0002-8756-2991 and Tao, XiaoHui ORCID: https://orcid.org/0000-0002-0020-077X (2021) A Survey on Credit Card Fraud Detection Techniques in Banking Industry for Cyber Security. In: 8th IEEE International Conference on Behavioural and Social Computing (BESC 2021), 29 Oct - 31 Oct 2021, Doha, Qatar.

Perera, Ruveen (2021) Automatic disparity search range estimation in deep learning stereo. [Thesis (PhD/Research)]

Haque, Kazi Nazmul and Rana, Rajib ORCID: https://orcid.org/0000-0002-0506-2409 and Schuller, Bjorn W. (2020) High-fidelity audio generation and representation learning with guided adversarial autoencoder. IEEE Access, 8:9272282. pp. 223509-223528.

Zhou, Xujuan and Li, Yuefeng and Gururajan, Raj ORCID: https://orcid.org/0000-0002-5919-0174 and Bargshady, Ghazal ORCID: https://orcid.org/0000-0002-2557-7928 and Tao, Xiaohui ORCID: https://orcid.org/0000-0002-0020-077X and Venkataraman, Revathi and Barua, Prabal D. ORCID: https://orcid.org/0000-0001-5117-8333 and Kondalsamy-Chennakesavan, Srinivas (2020) A New Deep Convolutional Neural Network Model for Automated Breast Cancer Detection. In: 7th International Conference on Behavioural and Social Computing (BESC 2020), 5-7 Nov 2020, Bournemouth, United Kingdom.

McCarthy, Alison ORCID: https://orcid.org/0000-0003-4595-6447 and Long, Derek ORCID: https://orcid.org/0000-0001-9414-5064 and Grundy, Paul (2020) Smartphone apps under development to aid pest monitoring. In: GRDC Grains Research Update: Driving Profit Through Research, 3 Mar - 4 Mar 2020, Goondiwindi, Australia.

Latif, Siddique and Rana, Rajib ORCID: https://orcid.org/0000-0002-0506-2409 and Qadir, Junaid and Epps, Julien (2018) Variational autoencoders for learning latent representations of speech emotion: a preliminary study. In: 19th Annual Conference of the International Speech Communication Association: Speech Research for Emerging Markets in Multilingual Societies (INTERSPEECH 2018), 2-6 Sept 2018, Hyderabad, India.