Browse By Person: Madduma Kankanamalage Don, Darshana

Fernando, Tharindu, Priyasad, Darshana, Sridharan, Sridha, & Fookes, Clinton (2025) Decoupled and Explainable Associative Memory for Effective Knowledge Propagation. IEEE Transactions on Neural Networks and Learning Systems, 36(7), 13204 -13218.

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Madduma Kankanamalage Don, Darshana Priyasad (2023) Improving information fusion in deep learning. PhD by Publication, Queensland University of Technology.

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Priyasad, Darshana, Fernando, Tharindu, Sridharan, Sridha, Denman, Simon, & Fookes, Clinton (2023) Dual Memory Fusion for Multimodal Speech Emotion Recognition. In Proceedings of Interspeech 2023. International Speech and Communication Association (ISCA), France, pp. 4543-4547.

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Priyasad, Darshana, Fernando, Tharindu, Denman, Simon, Sridharan, Sridha, & Fookes, Clinton (2022) Affect recognition from scalp-EEG using channel-wise encoder networks coupled with geometric deep learning and multi-channel feature fusion. Knowledge-Based Systems, 250, Article number: 109038.

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Priyasad, Darshana, Partovi, Andi, Sridharan, Sridha, Kashefpoor, Maryam, Fernando, Tharindu, Denman, Simon, Fookes, Clinton, Tang, Jia, & Kaye, David (2022) Detecting Heart Failure Through Voice Analysis using Self-Supervised Mode-Based Memory Fusion. In Proceedings of the 23rd INTERSPEECH Conference. International Speech Communication Association, France, pp. 2848-2852.

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Priyasad, Darshana, Fernando, Tharindu, Denman, Simon, Sridharan, Sridha, & Fookes, Clinton (2021) Interpretable Seizure Classification Using Unprocessed EEG with Multi-Channel Attentive Feature Fusion. IEEE Sensors Journal, 21(17), pp. 19186-19197.

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Priyasad, Darshana, Fernando, Tharindu, Denman, Simon, Sridharan, Sridha, & Fookes, Clinton (2021) Memory based fusion for multi-modal deep learning. Information Fusion, 67, pp. 136-146.

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Madduma Kankanamalage Don, Darshana Priyasad, Warnakulasuriya, Tharindu Fernando, Denman, Simon, Sridharan, Sridha, & Fookes, Clinton (2020) Attention driven fusion for multi-modal emotion recognition. In Proceedings of ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). Institute of Electrical and Electronics Engineers Inc., United States of America, pp. 3227-3231.

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Warnakulasuriya, Tharindu, Sridharan, Sridha, McLaren, Mitchell, Madduma Kankanamalage Don, Darshana Priyasad, Denman, Simon, & Fookes, Clinton (2020) Temporarily-Aware Context Modeling Using Generative Adversarial Networks for Speech Activity Detection. IEEE Transactions on Audio, Speech and Language Processing, 28, Article number: 9044780 1159-1169.

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Hendawitharana, S.U., Madduma Kankanamalage Don, Darshana, & Rajapakse, R.L.H.L. (2020) Comparative Study of Spatial and Temporal Variation of Drought Using Remotely Sensed Data - A Case Study for Kirindi Oya Basin. In Dissanayake, Ranjith & Mendis, Priyan (Eds.) ICSBE 2018: Proceedings of the 9th International Conference on Sustainable Built Environment. Springer, Singapore, pp. 116-130.

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Madduma Kankanamalage Don, Darshana Priyasad, Warnakulasuriya, Tharindu Fernando, Denman, Simon, Sridharan, Sridha, & Fookes, Clinton (2019) Learning salient features for multimodal emotion recognition with recurrent neural networks and attention based fusion. In Proceedings of the 15th International Conference on Auditory-Visual Speech Processing. International Speech and Communication Association (ISCA), France, pp. 21-26.

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Hendawitharana, S. U., Priyasad, Darshana, & Rajapakse, R. L.H.L. (2018) Sub-Basin scale drought forecasting with standard precipitation index by using remotely sensed precipitation and LSTM. In Proceedings of the 2018 18th International Conference on Advances in ICT for Emerging Regions (ICTer 2018). Institute of Electrical and Electronics Engineers Inc., United States of America, p. 443.

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Priyasad, Darshana, Jayasanka, Yohan, Udayanath, Hareen, Jayawardhana, Danuja, Sooriyaarachchi, Sulochana, Gamage, Chandana, & Kottege, Navinda (2018) Point cloud based autonomous area exploration algorithm. In Proceedings of the 2018 Moratuwa Engineering Research Conference (MERCon). Institute of Electrical and Electronics Engineers Inc., United States of America, pp. 318-323.

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