Tianhua Chen

According to our database, Tianhua Chen authored at least 61 papers between 2013 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Can heart rate sequences from wearable devices predict day-long mental states in higher education students: a signal processing and machine learning case study at a UK university.

Tianhua Chen

Brain Informatics, December, 2024

Scikit-ANFIS: A Scikit-Learn Compatible Python Implementation for Adaptive Neuro-Fuzzy Inference System.

Dongsong Zhang, Tianhua Chen

Int. J. Fuzzy Syst., September, 2024

Fine-grained bird image classification based on counterfactual method of vision transformer model.

Tianhua Chen, Yanyue Li, Qinghua Qiao

J. Supercomput., March, 2024

Scalable Swin Transformer network for brain tumor segmentation from incomplete MRI modalities.

Dongsong Zhang, Changjian Wang, Tianhua Chen, Weidao Chen, Yiqing Shen

Artif. Intell. Medicine, 2024

Predicting Academic Performance of University Students Using Adaptive Neuro Fuzzy Inference System (ANFIS)- Subtractive Clustering Algorithm (ANFIS-SC): A Case Study in the UK.

Titilayo Olabisi Soyoye, Tianhua Chen, Richard Hill

Proceedings of the Advances in Computational Intelligence Systems, 2024

Exploiting Machine Learning and LSTM for Human Activity Recognition: Using Physiological and Biological Sensor Data from Actigraph.

Matthew Oyeleye, Tianhua Chen, Pan Su, Grigoris Antoniou

Proceedings of the IEEE International Conference on Industrial Technology, 2024

Towards A Clustering Guided Rule Interpolation for ANFIS Construction.

Jing Yang, Tianhua Chen, Lu Chen, Jianbin Zhao

Proceedings of the IEEE International Conference on Fuzzy Systems, 2024

2023

Investigating the mental health of university students during the COVID-19 pandemic in a UK university: a machine learning approach using feature permutation importance.

Tianhua Chen

Brain Informatics, December, 2023

A hybrid machine learning approach for prediction of conversion from mild cognitive impairment to dementia.

Magda Bucholc, Sofya Titarenko, Xuemei Ding, Callum Canavan, Tianhua Chen

Expert Syst. Appl., May, 2023

Efficiently generating sentence-level textual adversarial examples with Seq2seq Stacked Auto-Encoder.

Ang Li, Fangyuan Zhang, Shuangjiao Li, Tianhua Chen, Pan Su, Hongtao Wang

Expert Syst. Appl., 2023

Predicting Academic Performance of University Students Using Machine Learning: A Case Study in the UK.

Titilayo Olabisi Soyoye, Tianhua Chen, Richard Hill, Keith McCabe

Proceedings of the IEEE International Conference on Web Intelligence and Intelligent Agent Technology, 2023

Towards the Use of Machine Learning Classifiers for Human Activity Recognition Using Accelerometer and Heart Rate Data from ActiGraph.

Matthew Oyeleye, Tianhua Chen, Pan Su, Grigoris Antoniou

Proceedings of the Advances in Computational Intelligence Systems, 2023

Neuro Intel: A System for Clinical Diagnosis of Attention Deficit Hyperactivity Disorder (ADHD) Using Artificial Intelligence.

Sotirios Batsakis, Emmanuel Papadakis, Ilias Tachmazidis, Tianhua Chen, Grigoris Antoniou, Marios Adamou

Proceedings of the IEEE Symposium on Computers and Communications, 2023

2022

iReTADS: An Intelligent Real-Time Anomaly Detection System for Cloud Communications Using Temporal Data Summarization and Neural Network.

Gotam Singh Lalotra, Vinod Kumar, Abhishek Bhatt, Tianhua Chen, Mufti Mahmud

Secur. Commun. Networks, 2022

Object Recognition in Different Lighting Conditions at Various Angles by Deep Learning Method.

Imran Khan Mirani, Tianhua Chen, Malak Abid Ali Khan, Syed Muhammad Aamir, Waseef Menhaj

CoRR, 2022

Multiclass Live Streaming Video Quality Classification Based on Convolutional Neural Networks.

Tianhua Chen, Elans Grabs, Ernests Petersons, Dmitry Efrosinin, Aleksandrs Ipatovs, Nikolajs Bogdanov, Dmitrijs Rjazanovs

Autom. Control. Comput. Sci., 2022

A Gradient Guided Architecture Coupled With Filter Fused Representations for Micro-Crack Detection in Photovoltaic Cell Surfaces.

Muhammad Hussain, Tianhua Chen, Sofya Titrenko, Pan Su, Mufti Mahmud

IEEE Access, 2022

Development of a Convolutional Neural Network Architecture for Production Based Photovoltaic Fault Detection.

Muhammad Hussain, Tianhua Chen, Sofya Titarenko, Richard Hill, Hussain Al-Aqrabi

Proceedings of the Advances in Computational Intelligence Systems, 2022

Improve the trustwortiness of medical text interpretations.

Siyue Song, Tianhua Chen, Grigoris Antoniou

Proceedings of the IEEE-EMBS International Conference on Biomedical and Health Informatics, 2022

2021

Refinement of weights using attribute support for multiple attribute decision making.

Hengshan Zhang, Yimin Zhou, Tianhua Chen, Richard Hill, Zhongmin Wang, Yanping Chen

J. Comput. Sci., 2021

Mixed aggregation functions for outliers detection.

Hengshan Zhang, Chunru Chen, Tianhua Chen, Zhongmin Wang, Yanping Chen

J. Intell. Fuzzy Syst., 2021

A hybrid AI approach for supporting clinical diagnosis of attention deficit hyperactivity disorder (ADHD) in adults.

Ilias Tachmazidis, Tianhua Chen, Marios Adamou, Grigoris Antoniou

Health Inf. Sci. Syst., 2021

A Decision Tree-Initialised Neuro-fuzzy Approach for Clinical Decision Support.

Tianhua Chen, Changjing Shang, Pan Su, Elpida Keravnou-Papailiou, Yitian Zhao, Grigoris Antoniou, Qiang Shen

Artif. Intell. Medicine, 2021

Medical analytics for healthcare intelligence - Recent advances and future directions.

Tianhua Chen, Elpida Keravnou-Papailiou, Grigoris Antoniou

Artif. Intell. Medicine, 2021

iWorksafe: Towards Healthy Workplaces During COVID-19 With an Intelligent Phealth App for Industrial Settings.

M. Shamim Kaiser, Mufti Mahmud, Manan Binth Taj Noor, Nusrat Zerin Zenia, Shamim Al Mamun, K. M. Abir Mahmud, Saiful Azad, V. N. Manjunath Aradhya, Punitha Stephan, Thompson Stephan, Ramani Kannan, Mohammed Hanif, Tamanna Sharmeen, Tianhua Chen, Amir Hussain

IEEE Access, 2021

Automatic Diagnosis of Attention Deficit Hyperactivity Disorder Using Machine Learning.

Tianhua Chen, Grigoris Antoniou, Marios Adamou, Ilias Tachmazidis, Pan Su

Appl. Artif. Intell., 2021

Assessing Significance of Cognitive Assessments for Diagnosing Alzheimer's Disease with Fuzzy-Rough Feature Selection.

Tianhua Chen, Changjing Shang, Pan Su, Yinghua Shen, Mufti Mahmud, Raymond Moodley, Grigoris Antoniou, Qiang Shen

Proceedings of the Advances in Computational Intelligence Systems, 2021

High-Dimensional Data Clustering with Fuzzy C-Means: Problem, Reason, and Solution.

Yinghua Shen, Hanyu E, Tianhua Chen, Zhi Xiao, Bingsheng Liu, Yuan Chen

Proceedings of the Advances in Computational Intelligence, 2021

ANFIS Models for Heart Disease Prediction.

Siyue Song, Tianhua Chen, Grigoris Antoniou

Proceedings of the ICIAI 2021: 2021 the 5th International Conference on Innovation in Artificial Intelligence, 2021

A Parallel Machine Learning Framework for Detecting Alzheimer's Disease.

Sean A. Knox, Tianhua Chen, Pan Su, Grigoris Antoniou

Proceedings of the Brain Informatics - 14th International Conference, 2021

2020

A New Approach for Transformation-Based Fuzzy Rule Interpolation.

Tianhua Chen, Changjing Shang, Jing Yang, Fangyi Li, Qiang Shen

IEEE Trans. Fuzzy Syst., 2020

A Density and Reliability Guided Aggregation for the Assessment of Vessels and Nerve Fibres Tortuosity.

Pan Su, Tianhua Chen, Jianyang Xie, Baikai Ma, Hong Qi, Jiang Liu, Yitian Zhao

IEEE Access, 2020

A Novel Group Decision Making Approach using Pythagorean Fuzzy Preference Relation.

Hengshan Zhang, Tianhua Chen, Zhongmin Wang, Yanping Chen, Chunru Chen

Proceedings of the 29th IEEE International Conference on Fuzzy Systems, 2020

2019

Exploiting Reliability-Guided Aggregation for the Assessment of Curvilinear Structure Tortuosity.

Pan Su, Yitian Zhao, Tianhua Chen, Jianyang Xie, Yifan Zhao, Hong Qi, Yalin Zheng, Jiang Liu

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019

A Method Of Assembly Line Balancing Problem With Uncertain Operation Time.

Zhongmin Wang, Lin Wei, Hengshan Zhang, Tianhua Chen, Yimin Zhou

Proceedings of the 14th IEEE International Conference on Intelligent Systems and Knowledge Engineering, 2019

Method Selecting Correct One Among Alternatives Utilizing Intuitionistic Fuzzy Preference Relation Without Consensus Reaching Process.

Hengshan Zhang, Qinghua Zheng, Zhongmin Wang, Yanping Chen, Ting Liu, Tianhua Chen

Proceedings of the 2019 IEEE International Conference on Fuzzy Systems, 2019

On the Application of Preaggregation Functions to Fuzzy Pattern Tree.

Pan Su, Tianhua Chen, Haoyu Mao, Jianyang Xie, Yitian Zhao, Jiang Liu

Proceedings of the 2019 IEEE International Conference on Fuzzy Systems, 2019

Sentiment Classification of Drug Reviews Using Fuzzy-rough Feature Selection.

Tianhua Chen, Pan Su, Changjing Shang, Richard Hill, Hengshan Zhang, Qiang Shen

Proceedings of the 2019 IEEE International Conference on Fuzzy Systems, 2019

2018

Mobile Crowdsensing Games in Vehicular Networks.

Liang Xiao, Tianhua Chen, Caixia Xie, Huaiyu Dai, H. Vincent Poor

IEEE Trans. Veh. Technol., 2018

Induction of accurate and interpretable fuzzy rules from preliminary crisp representation.

Tianhua Chen, Changjing Shang, Pan Su, Qiang Shen

Knowl. Based Syst., 2018

Effective Diagnosis of Diabetes with a Decision Tree-Initialised Neuro-fuzzy Approach.

Tianhua Chen, Changjing Shang, Pan Su, Grigoris Antoniou, Qiang Shen

Proceedings of the Advances in Computational Intelligence Systems, 2018

Dominant-Set-Based Consensus For Fuzzy C-Means Clustering Ensemble.

Pan Su, Tianhua Chen, Weifeng Xu, Xuqiang Shao, Hongtao Wang, Yitian Zhao

Proceedings of the 2018 International Conference on Machine Learning and Cybernetics, 2018

Fuzzy Clustering based Anomaly Detection for Distributed Multi-view Data.

Hongmei Wang, Tianhua Chen, Hongtao Wang, Xuqiang Shao, Pan Su

Proceedings of the 2018 IEEE International Conference on Fuzzy Systems, 2018

Weighted Fuzzy Rules Optimised by Particle Swarm for Network Intrusion Detection.

Tianhua Chen, Pan Su, Changjing Shang, Qiang Shen

Proceedings of the 2018 IEEE International Conference on Fuzzy Systems, 2018

2017

Induction of accurate and interpretable fuzzy rules.

Tianhua Chen

PhD thesis, 2017

Game Theoretic Study on Channel-Based Authentication in MIMO Systems.

Liang Xiao, Tianhua Chen, Guoan Han, Weihua Zhuang, Limin Sun

IEEE Trans. Veh. Technol., 2017

Exploiting Data Reliability and Fuzzy Clustering for Journal Ranking.

Pan Su, Changjing Shang, Tianhua Chen, Qiang Shen

IEEE Trans. Fuzzy Syst., 2017

Ordered weighted aggregation of fuzzy similarity relations and its application to detecting water treatment plant malfunction.

Pan Su, Qiang Shen, Tianhua Chen, Changjing Shang

Eng. Appl. Artif. Intell., 2017

Fuzzy rough feature selection based on OWA aggregation of fuzzy relations.

Pan Su, Changjing Shang, Yitian Zhao, Tianhua Chen, Qiang Shen

Proceedings of the 2017 IEEE International Conference on Fuzzy Systems, 2017

Reliability-guided fuzzy classifier ensemble.

Tianhua Chen, Pan Su, Changjing Shang, Qiang Shen

Proceedings of the 2017 IEEE International Conference on Fuzzy Systems, 2017

2016

Fuzzy rule weight modification with particle swarm optimisation.

Tianhua Chen, Qiang Shen, Pan Su, Changjing Shang

Soft Comput., 2016

A Mobile Offloading Game Against Smart Attacks.

Liang Xiao, Caixia Xie, Tianhua Chen, Huaiyu Dai, H. Vincent Poor

IEEE Access, 2016

Channel-Based Authentication Game in MIMO Systems.

Liang Xiao, Tianhua Chen, Guoan Han, Weihua Zhuang, Limin Sun

Proceedings of the 2016 IEEE Global Communications Conference, 2016

2015

Anti-Jamming Transmission Stackelberg Game With Observation Errors.

Liang Xiao, Tianhua Chen, Jinliang Liu, Huaiyu Dai

IEEE Commun. Lett., 2015

Anti-jamming transmissions with learning in heterogenous cognitive radio networks.

Tianhua Chen, Jinliang Liu, Liang Xiao, Lianfen Huang

Proceedings of the 2015 IEEE Wireless Communications and Networking Conference Workshops, 2015

Jamming Games in Underwater Sensor Networks with Reinforcement Learning.

Liang Xiao, Qiangda Li, Tianhua Chen, En Cheng, Huaiyu Dai

Proceedings of the 2015 IEEE Global Communications Conference, 2015

Induction of quantified fuzzy rules with Particle Swarm Optimisation.

Tianhua Chen, Qiang Shen, Pan Su, Changjing Shang

Proceedings of the 2015 IEEE International Conference on Fuzzy Systems, 2015

2014

Refinement of fuzzy rule weights with particle swarm optimisation.

Tianhua Chen, Qiang Shen, Pan Su, Changjing Shang

Proceedings of the 14th UK Workshop on Computational Intelligence, 2014

Nearest neighbour-guided induced OWA and its application to journal ranking.

Pan Su, Tianhua Chen, Changjing Shang, Qiang Shen

Proceedings of the IEEE International Conference on Fuzzy Systems, 2014

2013

Image Fusion Technology Based on Bio-inspired Features.

Suxia Xing, Yumei Li, Tianhua Chen, Yang Li

Proceedings of the Ninth International Conference on Intelligent Information Hiding and Multimedia Signal Processing, 2013

License Plate Recognition Based on Edge Detection Algorithm.

Chong Jin, Tianhua Chen, Linhao Ji

Proceedings of the Ninth International Conference on Intelligent Information Hiding and Multimedia Signal Processing, 2013