Publications: Nugaliyadde, Anupiya

Journal Article

Abeywardhana, D.L., Dangalle, C.D., Nugaliyadde, A. and Mallawarachchi, Y. (2022) An ultra-specific image dataset for automated insect identification. Multimedia Tools and Applications, 81 . pp. 3223-3251.

Abeywardhana, D.L., Dangalle, C.D., Nugaliyadde, A. and Mallawarachchi, Y. (2021) Deep learning approach to classify Tiger beetles of Sri Lanka. Ecological Informatics, 62 . Art. 101286.

Abeywardhana, D.L., Dangalle, C.D., Nugaliyadde, A. and Mallawarachchi, Y. (2021) An ultra-specific image dataset for automated insect identification. Multimedia Tools and Applications .

Agarwal, M.ORCID: 0000-0002-8781-3850, Al-Shuwaili, T., Nugaliyadde, A., Wang, P., Wong, K.W. and Ren, Y. (2020) Identification and diagnosis of whole body and fragments of Trogoderma granarium and Trogoderma variabile using visible near infrared hyperspectral imaging technique coupled with deep learning. Computers and Electronics in Agriculture, 173 . Article 105438.

Om, K., Boukoros, S., Nugaliyadde, A., McGill, T., Dixon, M., Koutsakis, P.ORCID: 0000-0002-4168-0888 and Wong, K.W. (2020) Modelling email traffic workloads with RNN and LSTM models. Human-centric Computing and Information Sciences, 10 (1). Art. 39.

Boukoros, S., Nugaliyadde, A., Marnerides, A., Vassilakis, C., Koutsakis, P.ORCID: 0000-0002-4168-0888 and Wong, K.W. (2017) Modeling server workloads for campus email traffic using recurrent neural networks. Lecture Notes in Computer Science, 10638 . pp. 57-66.

Nugaliyadde, A., Wong, K.W., Sohel, F. and Xie, H. (2017) Multi-level search of a knowledge base for semantic parsing. Lecture Notes in Computer Science, 10607 . pp. 44-53.

Nugaliyadde, A., Wong, K.W., Sohel, F. and Xie, H. (2017) Reinforced memory network for question answering. Lecture Notes in Computer Science, 10635 . pp. 482-490.

Conference Paper

Nugaliyadde, A., Wong, K.W., Sohel, F. and Xie, H. (2019) Enhancing semantic word representations by embedding deep word relationships. In: 11th International Conference on Computer and Automation Engineering, 23 - 25 February 2019, Perth, Western Australia

Nugaliyadde, A., Joseph, J.K., Chathurika, W.M.T. and Mallawarachchi, Y. (2019) Evolutionary algorithm for Sinhala to English translation. In: National Information Technology Conference (NITC) 2019, 8 - 10 October 2019, Colombo, Sri Lanka

Nugaliyadde, A., Sohel, F., Wong, K.W. and Xie, Hong (2019) Language modeling through Long-Term memory network. In: International Joint Conference on Neural Networks (IJCNN) 2019, 14 - 19 July 2019, Budapest, Hungary

Nugaliyadde, A., Pruengkarn, R. and Wong, K.W. (2018) The fuzzy misclassification analysis with deep neural network for handling class noise problem. In: International Conference on Neural Information Processing (ICONIP) 2018, 13 - 16 December 2018, Siem Reap, Cambodia

Book Chapter

Nugaliyadde, A., Wong, K.W., Parry, J., Sohel, F., Laga, H.ORCID: 0000-0002-4758-7510, Somaratne, U.V., Yeomans, C. and Foster, O. (2020) RCNN for region of interest detection in whole slide images. In: Yang, H., Pasupa, K., Chi-Sing Leung, A., Kwok, J.T., Chan, J.H. and King, I., (eds.) Neural Information Processing. Springer, Cham, pp. 625-632.

Thesis

Nugaliyadde, Anupiya (2019) Enhancing natural language understanding using meaning representation and deep learning. PhD thesis, Murdoch University.