Article

Gong, Liyun, Yu, Miao, Cutsuridis, Vassilis, Kollias, Stefanos and Pearson, Simon (2022) A Novel Model Fusion Approach for Greenhouse Crop Yield Prediction. Horticulturae, 9 (1). ISSN 2311-7524

Gong, Liyun, Yu, Miao, Jiang, Shouyong, Cutsuridis, Vassilis, Kollias, Stefanos and Pearson, Simon (2021) Studies of evolutionary algorithms for the reduced Tomgro model calibration for modelling tomato yields. Smart Agricultural Technology, 1 . p. 100011. ISSN 2772-3755

Gong, Liyun, Yu, Miao, Jiang, Shouyong, Cutsuridis, Vassilis and Pearson, Simon (2021) Deep Learning Based Prediction on Greenhouse Crop Yield Combined TCN and RNN. Sensors, 21 (13). p. 4537. ISSN 1424-8220

Gong, Liyun, Yu, Miao, Zhu, Ming, Clifford, Ross, Duff, Carol, Ye, Xujiong and Kollias, Stefanos (2021) A novel computer vision based data driven modelling approach for person specific fall detection. Journal of Ambient Intelligence and Smart Environments, 13 (5). ISSN 1876-1364

Gong, Liyun, Thota, Mamatha, Yu, Miao, Duan, Wenting, Swainson, Mark, Ye, Xujiong and Kollias, Stefanos (2020) A novel unified deep neural networks methodology for use by date recognition in retail food package image. Signal, Image and Video Processing . ISSN 1863-1711

Yu, Miao and Gong, Liyun (2018) A new Gaussian mixture method with exactly exploiting the negative information for GMTI radar tracking in a low-observable environment. Aerospace Science and Technology, 80 . pp. 1-10. ISSN 1270-9638

De Sousa Ribeiro, Fabio, Gong, Liyun, Caliva, Francesco, Gudmundsson, Kjartan, Swainson, Mark, Yu, Miao, Leontidis, Georgios, Ye, Xujiong and Kollias, Stefanos (2018) An End-to-End Deep Neural Architecture for Optical Character Verification and Recognition in Retail Food Packaging. 2018 25th IEEE International Conference on Image Processing (ICIP) . pp. 2376-2380. ISSN 2381-8549

Yu, Miao, Gong, Liyun, Oh, Hyondong, Chen, Wen-Hua and Chambers, Jonathon (2018) Multiple model ballistic missile tracking with state-dependent transitions and Gaussian particle filtering. IEEE Transactions on Aerospace and Electronic Systems, 54 (3). pp. 1066-1081. ISSN 0018-9251

Gong, Liyun, Mu, tingting, Wang, Meng, Liu, Hengchang and Y. Goulermas, John (2018) Evolutionary nonnegative matrix factorization with adaptive control of cluster quality. Neurocomputing, 272 . pp. 237-249. ISSN 0925-2312

Gong, Liyun, Mu, Tingting and Y. Goulermas, John (2015) Evolutionary nonnegative matrix factorization for data compression. Lecture Notes in Computer Science, 9225 . pp. 23-33. ISSN 0302-9743

Cong, Fengyu, Alluri, Vinoo, Nandi, Asoke K, Toiviainen, Petri, Fa, Rui, Abu-Jamous, Basel, Gong, Liyun, G.W.Craenen, Bart, Poikonen, Hanna, Huotilainen, Minna and Ristaniemi, Tapani (2013) Linking brain responses to naturalistic music through analysis of ongoing EEG and stimulus features. IEEE Transactions on Multimedia, 15 (5). pp. 1060-1069. ISSN 1520-9210

Book Section

Gong, Liyun, Yu, Miao, Duan, Wenting, Ye, Xujiong, Gudmundsson, Kjartan and Swainson, Mark (2018) A Novel Camera Based Approach for Automatic Expiry Date Detection and Recognition on Food Packages. In: Iliadis L., Maglogiannis I., Plagianakos V. (eds) Artificial Intelligence Applications and Innovations. AIAI 2018. IFIP Advances in Information and Communication Technology. Springer, Cham. ISBN 978-3-319-92006-1

Conference or Workshop contribution

Gong, Liyun, Li, Jing, Miao, Yu, Zhu, Ming and Clifford, Ross (2020) A novel computer vision based gait analysis technique for normal and Parkinson’s gaits classification. In: 5th IEEE Cyber Science and Technology Congress, 17-22 Aug. 2020.

Yu, Miao, Gong, Liyun, Clifford, Ross, Duff, Carol, Ye, Xujiong and Kollias, Stefanos (2019) A monocular camera based person-specific fall detection system exploiting deep neural network aided unsupervised. In: IEEE International Conference on Acoustics, Speech, and Signal Processing.

Yu, Miao, Gong, Liyun, Ye, Xujiong and Allinson, Nigel (2017) Regression analysis for paths inference in a novel Proton CT system. In: ISP 2017, 4 - 5 Dec 2017, London.

Gong, Liyun and K. Nandi, Asoke (2013) An enhanced initialization method for non-negative matrix factorization. In: Machine Learning for Signal Processing (MLSP), 2013 IEEE International Workshop on, 22 - 25 Sept 2013, Chilworth, Southampton.

Gong, Liyun and K. Nandi, Asoke (2013) Clustering by non-negative matrix factorization with independent principal component initialization. In: 21st European Signal Processing Conference (EUSIPCO 2013), 9 - 13 Sept 2013, Palais de Congres, Marrakech.

Fa, Rui, K.Nandi, Asoke and Gong, Liyun (2012) Clustering analysis for gene expression data: a methodological review. In: Communications Control and Signal Processing (ISCCSP), 2012 5th International Symposium on, 2 - 4 May 2012, Aula Magna of the Universita degli Studi Roma TRE Roma, Italy.