Browse by Person

Xia, Tian and Sun, Xia and Yang, Yidong and Long, Yunfei and Sutcliffe, Richard (2024) A dual relation-encoder network for aspect sentiment triplet extraction. Neurocomputing, 597. p. 128064. DOI https://doi.org/10.1016/j.neucom.2024.128064

Retta, Ephrem Afele and Sutcliffe, Richard and Mahmood, Jabar and Berwo, Michael Abebe and Almekhlafi, Eiad and Khan, Sajjad Ahmad and Chaudhry, Shehzad Ashraf and Mhamed, Mustafa and Feng, Jun (2023) Cross-Corpus Multilingual Speech Emotion Recognition: Amharic vs. Other Languages. Applied Sciences, 13 (23). p. 12587. DOI https://doi.org/10.3390/app132312587

Mhamed, Mustafa and Sutcliffe, Richard and Quteineh, Husam and Sun, Xia and Almekhlafi, Eiad and Retta, Ephrem Afele and Feng, Jun (2023) A deep CNN architecture with novel pooling layer applied to two Sudanese Arabic sentiment data sets. Journal of Information Science, abs/22. DOI https://doi.org/10.1177/01655515231188341

Mhamed, Mustafa and Sutcliffe, Richard and Sun, Xia and Feng, Jun and Retta, Ephrem Afele (2023) Arabic sentiment analysis using GCL-based architectures and a customized regularization function. Engineering Science and Technology, an International Journal, 43. p. 101433. DOI https://doi.org/10.1016/j.jestch.2023.101433

Sun, Xia and Li, Bo and Sutcliffe, Richard and Gao, Zhizezhang and Kang, Wenying and Feng, Jun (2023) Wse-MF: A weighting-based student exercise matrix factorization model. Pattern Recognition, 138. p. 109285. DOI https://doi.org/10.1016/j.patcog.2022.109285

Retta, Ephrem Afele and Sutcliffe, Richard and Almekhlafi, Eiad and Enku, Yosef Kefyalew and Alemu, Eyob and Gemechu, Tigist Demssice and Berwo, Michael Abebe and Mhamed, Mustafa and Feng, Jun (2023) Kiñit classification in Ethiopian chants, Azmaris and modern music: A new dataset and CNN benchmark. PLoS One, 18 (4). e0284560-e0284560. DOI https://doi.org/10.1371/journal.pone.0284560

Chen, Jiacheng and Sun, Xia and Jin, Xin and Sutcliffe, Richard (2022) Extracting drug-drug interactions from no-blinding texts using key semantic sentences and GHM loss. Journal of Biomedical Informatics, 135. p. 104192. DOI https://doi.org/10.1016/j.jbi.2022.104192

Quteineh, Husam and Samothrakis, Spyridon and Sutcliffe, Richard (2022) Enhancing Task-Specific Distillation in Small Data Regimes through Language Generation. In: Proceedings of the 29th International Conference on Computational Linguistics, 2022-10-12 - 2022-10-17, Gyeongju, Republic of Korea.

Hu, Jingzhao and Zhang, Hao and Liu, Yang and Sutcliffe, Richard and Feng, Jun (2022) BBW: a batch balance wrapper for training deep neural networks on extremely imbalanced datasets with few minority samples. Applied Intelligence, 52 (6). pp. 6723-6738. DOI https://doi.org/10.1007/s10489-021-02623-9

Lu, Xin and Deng, Yao and Sun, Ting and Gao, Yi and Feng, Jun and Sun, Xia and Sutcliffe, Richard (2022) MKPM: Multi keyword-pair matching for natural language sentences. Applied Intelligence, 52 (2). pp. 1878-1892. DOI https://doi.org/10.1007/s10489-021-02306-5

Mhamed, Mustafa and Sutcliffe, Richard and Sun, Xia and Feng, Jun and Almekhlafi, Eiad and Retta, Ephrem Afele (2021) Improving Arabic Sentiment Analysis Using CNN-Based Architectures and Text Preprocessing. Computational Intelligence and Neuroscience, 2021 (1). 5538791-. DOI https://doi.org/10.1155/2021/5538791

Hu, Jingzhao and Wang, Chen and Jia, Qiaomei and Bu, Qirong and Sutcliffe, Richard and Feng, Jun (2021) ScalingNet: Extracting features from raw EEG data for emotion recognition. Neurocomputing, 463. pp. 177-184. DOI https://doi.org/10.1016/j.neucom.2021.08.018

Sun, Xia and Gao, Yi and Sutcliffe, Richard and Guo, Shou-Xi and Wang, Xin and Feng, Jun (2021) Word Representation Learning Based on Bidirectional GRUs With Drop Loss for Sentiment Classification. IEEE Transactions on Systems, Man, and Cybernetics: Systems, 51 (7). pp. 4532-4542. DOI https://doi.org/10.1109/tsmc.2019.2940097

Quteineh, Husam and Samothrakis, Spyridon and Sutcliffe, Richard (2020) Textual Data Augmentation for Efficient Active Learning on Tiny Datasets. In: Empirical Methods in Natural Language Processing, 2020-11-16 - 2020-11-20, Online.

Feng, Jun and Liu, Zeyun and Feng, Hongwei and Sutcliffe, Richard and Liu, Jianni and Han, Jian (2019) A New Phylogenetic Inference Based on Genetic Attribute Reduction for Morphological Data. Entropy, 21 (3). p. 313. DOI https://doi.org/10.3390/e21030313

Sutcliffe, Richard and Hovy, Eduard and Collins, Tom and Wan, Stephen and Crawford, Tim and Root, Deane L (2019) Searching for musical features using natural language queries: the C@merata evaluations at MediaEval. Language Resources and Evaluation, 53 (1). pp. 87-140. DOI https://doi.org/10.1007/s10579-018-9422-2

Sun, Xia and Dong, Ke and Ma, Long and Sutcliffe, Richard and He, Feijuan and Chen, Sushing and Feng, Jun (2019) Drug-Drug Interaction Extraction via Recurrent Hybrid Convolutional Neural Networks with an Improved Focal Loss. Entropy, 21 (1). p. 37. DOI https://doi.org/10.3390/e21010037