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Lu, Chen Advanced winding models and ontology-based fault diagnosis for power transformers. Master of Philosophy thesis, University of Liverpool.

Gao, Xinjian, Mu, Tingting, Goulermas, John Y and Wang, Meng (2018) Attention driven multi-modal similarity learning. INFORMATION SCIENCES, 432. pp. 530-542.

Wu, Jinmeng, Mu, Tingting, Thiyagalingam, Jeyarajan and Goulermas, John Y (2020) Building interactive sentence-aware representation based on generative language model for community question answering. Neurocomputing, 389. pp. 93-107.

Evangelopoulos, Xenophon, Brockmeier, Austin J, Mu, Tingting and Goulermas, John Y (2020) Circular object arrangement using spherical embeddings. PATTERN RECOGNITION, 103. p. 107192.

Evangelopoulos, X, Brockmeier, Austin, Mu, Tingting and Goulermas, JYI (2019) Continuation methods for approximate large scale object sequencing. Machine Learning, 108 (4). pp. 595-626.

Hao, Yanbin, Mu, Tingting, Hong, Richang, Wang, Meng, Liu, Xueliang and Goulermas, John Y (2020) Cross-Domain Sentiment Encoding through Stochastic Word Embedding. IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 32 (10). pp. 1909-1922.

Mu, Tingting, Goulermas, John Y, Korkontzelos, Ioannis and Ananiadou, Sophia (2016) Descriptive document clustering via discriminant learning in a co‐embedded space of multilevel similarities. Journal of the Association for Information Science and Technology, 67 (1). pp. 106-133.

Mu, Tingting (2008) Design of Machine Learning Algorithms with Applications to Breast Cancer Detection. PhD thesis, University of Liverpool.

Sato, Motoki, Brockmeier, Austin J ORCID: 0000-0002-7293-8140, Kontonatsios, Georgios, Mu, Tingting, Goulermas, John Y, Tsujii, Jun'ichi and Ananiadou, Sophia (2017) Distributed Document and Phrase Co-embeddings for Descriptive Clustering. In: Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics: Volume 1, Long Papers, 2017-4 - 2017-4.

Gong, Liyun, Mu, Tingting, Wang, Meng, Liu, Hengchang and Goulermas, John Y (2018) Evolutionary nonnegative matrix factorization with adaptive control of cluster quality. NEUROCOMPUTING, 272. pp. 237-249.

Gao, Xinjian, Mu, Tingting, Goulermas, John Yannis, Song, Jingkuan and Wang, Meng (2020) Improving Image Similarity Learning by Adding External Memory. IEEE Transactions on Knowledge and Data Engineering, 34 (10). p. 1.

Gao, Xinjian, Mu, Tingting, Goulermas, John, Thiyagalingam, Jeyarajan and Wang, Meng (2020) An Interpretable Deep Architecture for Similarity Learning Built Upon Hierarchical Concepts. IEEE TRANSACTIONS ON IMAGE PROCESSING, 29. pp. 3911-3926.

Brockmeier, Austin J, Mu, Tingting, Ananiadou, Sophia and Goulermas, John Y (2017) Quantifying the informativeness of similarity measurements. Journal of Machine Learning Research, 18. pp. 1-61.

Brockmeier, Austin J ORCID: 0000-0002-7293-8140, Mu, Tingting ORCID: 0000-0001-6315-3432, Ananiadou, Sophia ORCID: 0000-0002-4097-9191 and Goulermas, John Y ORCID: 0000-0003-0381-124X (2018) Self-Tuned Descriptive Document Clustering Using a Predictive Network. IEEE Transactions on Knowledge and Data Engineering, 30 (10). pp. 1929-1942.

Hao, Yanbin, Mu, Tingting, Hong, Richang, Wang, Meng, An, Ning and Goulermas, JYI (2016) Stochastic Multi-view Hashing for Large-scale Near-duplicate Video Retrieval. IEEE Transactions on Multimedia, 19 (1). pp. 1-14.

Gao, Xinjian, Mu, Tingting, Goulermas, John Y and Wang, Meng (2018) Topic driven multimodal similarity learning with multi-view voted convolutional features. PATTERN RECOGNITION, 75. pp. 223-234.

Wu, Yu, Mu, Tingting and Goulermas, John Y (2017) Translating on pairwise entity space for knowledge graph embedding. NEUROCOMPUTING, 260. pp. 411-419.

Hao, Yanbin, Mu, Tingting, Goulermas, John Y, Jiang, Jianguo, Hong, Richang and Wang, Meng (2017) Unsupervised t-Distributed Video Hashing and Its Deep Hashing Extension. IEEE TRANSACTIONS ON IMAGE PROCESSING, 26 (11). pp. 5531-5544.

Kontonatsios, Georgios, Brockmeier, Austin J ORCID: 0000-0002-7293-8140, Przybyla, Piotr, McNaught, John, Mu, Tingting, Goulermas, John Y and Ananiadou, Sophia (2017) A semi-supervised approach using label propagation to support citation screening. JOURNAL OF BIOMEDICAL INFORMATICS, 72. pp. 67-76.