Han Liu

ORCID

Publication Activity (10 Years)

Years Active: 2014-2023
Publications (10 Years): 47

Top Venues

University of Portsmouth, UK (PHD)

Education History

University of Portsmouth, UK

PHD

Publications

Hufsa Khan, Xizhao Wang, Han Liu
A study on relationship between prediction uncertainty and robustness to noisy data. Int. J. Syst. Sci. 54 (6) (2023)
Si Cen, Han Liu, Chao Liu, Xiaoying Zou, Guoquan Dai, Xizhao Wang
An End-to-End Training Method to Ensemble Bi-Linear Models for Knowledge Graph Completion. ICMLC (2023)
Chengwei Li, Han Liu, Zhong Ming
Empirical study on virtual order of class labels in nominal classification. Int. J. Mach. Learn. Cybern. 13 (11) (2022)
Wafa Alorainy, Pete Burnap, Han Liu, Matthew L. Williams, Luca Giommoni
Disrupting networks of hate: characterising hateful networks and removing critical nodes. Soc. Netw. Anal. Min. 12 (1) (2022)
Qiang Li, Yingjian Yang, Yingwei Guo, Wei Li, Yang Liu, Han Liu, Yan Kang
Performance Evaluation of Deep Learning Classification Network for Image Features. IEEE Access 9 (2021)
Hailun Xie, Li Zhang, Chee Peng Lim, Yonghong Yu, Han Liu
Feature Selection Using Enhanced Particle Swarm Optimisation for Classification Models. Sensors 21 (5) (2021)
Han Liu, Pete Burnap, Wafa Alorainy, Matthew L. Williams
Scmhl5 at TRAC-2 Shared Task on Aggression Identification: Bert Based Ensemble Learning Approach. TRAC@LREC (2020)
Michael Willis, Li Zhang, Han Liu, Hailun Xie, Kamlesh Mistry
Object Recognition Using Enhanced Particle Swarm Optimization. ICMLC (2020)
Weili Ding, Bo Hu, Han Liu, Xinming Wang, Xiangsheng Huang
Human posture recognition based on multiple features and rule learning. Int. J. Mach. Learn. Cybern. 11 (11) (2020)
Halefom Tekle Weldegebriel, Han Liu, Anwar Ul Haq, Emmanuel Bugingo, Defu Zhang
A New Hybrid Convolutional Neural Network and eXtreme Gradient Boosting Classifier for Recognizing Handwritten Ethiopian Characters. IEEE Access 8 (2020)
Han Liu, Shyi-Ming Chen
Heuristic creation of deep rule ensemble through iterative expansion of feature space. Inf. Sci. 520 (2020)
Yanling Zhou, Yanyan Yang, Han Liu, Xiufeng Liu, Nick Savage
Deep Learning Based Fusion Approach for Hate Speech Detection. IEEE Access 8 (2020)
Han Liu, Pete Burnap, Wafa Alorainy, Matthew L. Williams
Fuzzy Multi-task Learning for Hate Speech Type Identification. WWW (2019)
Han Liu, Pete Burnap, Wafa Alorainy, Matthew L. Williams
A Fuzzy Approach to Text Classification With Two-Stage Training for Ambiguous Instances. IEEE Trans. Comput. Soc. Syst. 6 (2) (2019)
Hailun Xie, Li Zhang, Chee Peng Lim, Yonghong Yu, Chengyu Liu, Han Liu, Julie Walters
Improving K-means clustering with enhanced Firefly Algorithms. Appl. Soft Comput. 84 (2019)
Han Liu, Shyi-Ming Chen
Multi-Level Creation of Fuzzy Ensembles through Diversified Settings of Parameters. ISCID (1) (2019)
Fatima Chiroma, Mihaela Cocea, Han Liu
Detection of Suicidal Twitter Posts. UKCI (2019)
Han Liu, Shyi-Ming Chen, Mihaela Cocea
Subclass-based semi-random data partitioning for improving sample representativeness. Inf. Sci. 478 (2019)
Han Liu, Shyi-Ming Chen, Mihaela Cocea
Heuristic target class selection for advancing performance of coverage-based rule learning. Inf. Sci. 479 (2019)
Wafa Alorainy, Pete Burnap, Han Liu, Matthew L. Williams
"The Enemy Among Us": Detecting Cyber Hate Speech with Threats-based Othering Language Embeddings. ACM Trans. Web 13 (3) (2019)
Han Liu, Shyi-Ming Chen
Multi-stage mixed rule learning approach for advancing performance of rule-based classification. Inf. Sci. 495 (2019)
Han Liu, Shyi-Ming Chen
Multi-Task Ensemble Creation for Advancing Performance of Image Segmentation. ICMLC (2019)
Han Liu, Li Zhang
Advancing Ensemble Learning Performance through data transformation and classifiers fusion in granular computing context. Expert Syst. Appl. 131 (2019)
Han Liu, Shyi-Ming Chen
Multi-Perspective Creation of Diversity for Image Classification In Ensemble Learning Context. ICMLC (2019)
Han Liu, Mihaela Cocea, Weili Ding
J-Measure Based Pruning for Advancing Classification Performance of Information Entropy Based Rule Generation. ICMLC (2018)
Han Liu, Mihaela Cocea
Fuzzy rule based systems for gender classification from blog data. ICACI (2018)
Fatima Chiroma, Han Liu, Mihaela Cocea
Suiciderelated Text Classification With Prism Algorithm. ICMLC (2018)
Fatima Chiroma, Han Liu, Mihaela Cocea
Text Classification For Suicide Related Tweets. ICMLC (2018)
Alaa Mohasseb, Mohamed Bahy Bader-El-Den, Mihaela Cocea, Han Liu
Improving Imbalanced Question Classification Using Structured Smote Based Approach. ICMLC (2018)
Han Liu, Shyi-Ming Chen
Multi-Level Fusion of Classifiers Through Fuzzy Ensemble Learning. ISCID (2) (2018)
Wafa Alorainy, Pete Burnap, Han Liu, Amir Javed, Matthew L. Williams
Suspended Accounts: A Source of Tweets with Disgust and Anger Emotions for Augmenting Hate Speech Data Sample. ICMLC (2018)
Fatima Chiroma, Mihaela Cocea, Han Liu
Evaluation of Rule-Based Learning and Feature Selection Approaches For Classification. ICCSW (2018)
Han Liu, Fatima Chiroma, Mihaela Cocea
Identification and Classification of Misogynous Tweets Using Multi-classifier Fusion. IberEval@SEPLN (2018)
Han Liu, Mihaela Cocea
Induction of classification rules by Gini-index based rule generation. Inf. Sci. (2018)
Zhenfeng Lei, Shuangyuan Yang, Han Liu, Saba Aslam, Jinyu Liu, Halefom Tekle Weldegebriel, Emmanuel Bugingo, Defu Zhang
Mining of Nutritional Ingredients in Food for Disease Analysis. IEEE Access 6 (2018)
Alaa Mohasseb, Mohamed Bader-El-Den, Han Liu, Mihaela Cocea
Domain specific syntax based approach for text classification in machine learning context. ICMLC (2017)
Han Liu, Mihaela Cocea, Weili Ding
Decision tree learning based feature evaluation and selection for image classification. ICMLC (2017)
Han Liu, Alexander E. Gegov, Mihaela Cocea
Rule Based Networks: An Efficient and Interpretable Representation of Computational Models. J. Artif. Intell. Soft Comput. Res. 7 (2) (2017)
Han Liu, Mihaela Cocea, Alaa Mohasseb, Mohamed Bader
Transformation of discriminative single-task classification into generative multi-task classification in machine learning context. ICACI (2017)
Chris Jefferson, Han Liu, Mihaela Cocea
Fuzzy approach for sentiment analysis. FUZZ-IEEE (2017)
Han Liu, Mihaela Cocea
Fuzzy rule based systems for interpretable sentiment analysis. ICACI (2017)
Han Liu, Alexander E. Gegov, Mihaela Cocea
Collaborative rule generation: An ensemble learning approach. J. Intell. Fuzzy Syst. 30 (4) (2016)
Han Liu, Alexander E. Gegov
Rule based systems and networks: Deterministic and fuzzy approaches. IEEE Conf. on Intelligent Systems (2016)
Han Liu, Alexander E. Gegov, Mihaela Cocea
Nature and biology inspired approach of classification towards reduction of bias in machine learning. ICMLC (2016)
Han Liu, Alexander E. Gegov, Mihaela Cocea
Complexity Control in Rule Based Models for Classification in Machine Learning Context. UKCI (2016)
Han Liu, Alexander E. Gegov, Mihaela Cocea
Network based rule representation for knowledge discovery and predictive modelling. FUZZ-IEEE (2015)
Han Liu, Alexander E. Gegov, Mihaela Cocea
Hybrid ensemble learning approach for generation of classification rules. ICMLC (2015)
Han Liu, Alexander E. Gegov, Frederic T. Stahl
Categorization and Construction of Rule Based Systems. EANN (2014)

Han Liu.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Han Liu