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2017
[b1]
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Tianhua Chen:
Induction of accurate and interpretable fuzzy rules. Aberystwyth University, UK, 2017

Journal Articles

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2024
[j26]
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Dongsong Zhang, Changjian Wang, Tianhua Chen, Weidao Chen, Yiqing Shen:
Scalable Swin Transformer network for brain tumor segmentation from incomplete MRI modalities. Artif. Intell. Medicine 149: 102788 (2024)
[j25]
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Dongsong Zhang, Tianhua Chen:
Scikit-ANFIS: A Scikit-Learn Compatible Python Implementation for Adaptive Neuro-Fuzzy Inference System. Int. J. Fuzzy Syst. 26(6): 2039-2057 (2024)
[j24]
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Tianhua Chen, Yanyue Li, Qinghua Qiao:
Fine-grained bird image classification based on counterfactual method of vision transformer model. J. Supercomput. 80(5): 6221-6239 (2024)
2023
[j23]
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Tianhua Chen:
Investigating the mental health of university students during the COVID-19 pandemic in a UK university: a machine learning approach using feature permutation importance. Brain Informatics 10(1): 27 (2023)
[j22]
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Ang Li, Fangyuan Zhang, Shuangjiao Li, Tianhua Chen, Pan Su, Hongtao Wang:
Efficiently generating sentence-level textual adversarial examples with Seq2seq Stacked Auto-Encoder. Expert Syst. Appl. 213(Part): 119170 (2023)
[j21]
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Magda Bucholc, Sofya Titarenko, Xuemei Ding, Callum Canavan, Tianhua Chen:
A hybrid machine learning approach for prediction of conversion from mild cognitive impairment to dementia. Expert Syst. Appl. 217: 119541 (2023)
2022
[j20]
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Muhammad Hussain, Tianhua Chen, Sofya Titrenko, Pan Su, Mufti Mahmud:
A Gradient Guided Architecture Coupled With Filter Fused Representations for Micro-Crack Detection in Photovoltaic Cell Surfaces. IEEE Access 10: 58950-58964 (2022)
[j19]
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Tianhua Chen, Elans Grabs, Ernests Petersons, Dmitry Efrosinin, Aleksandrs Ipatovs, Nikolajs Bogdanov, Dmitrijs Rjazanovs:
Multiclass Live Streaming Video Quality Classification Based on Convolutional Neural Networks. Autom. Control. Comput. Sci. 56(5): 455-466 (2022)
[j18]
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Gotam Singh Lalotra, Vinod Kumar, Abhishek Bhatt, Tianhua Chen, Mufti Mahmud:
iReTADS: An Intelligent Real-Time Anomaly Detection System for Cloud Communications Using Temporal Data Summarization and Neural Network. Secur. Commun. Networks 2022: 9149164:1-9149164:15 (2022)
2021
[j17]
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Tianhua Chen, Grigoris Antoniou, Marios Adamou, Ilias Tachmazidis, Pan Su:
Automatic Diagnosis of Attention Deficit Hyperactivity Disorder Using Machine Learning. Appl. Artif. Intell. 35(9): 657-669 (2021)
[j16]
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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:
iWorksafe: Towards Healthy Workplaces During COVID-19 With an Intelligent Phealth App for Industrial Settings. IEEE Access 9: 13814-13828 (2021)
[j15]
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Tianhua Chen, Changjing Shang, Pan Su, Elpida Keravnou-Papailiou, Yitian Zhao, Grigoris Antoniou, Qiang Shen:
A Decision Tree-Initialised Neuro-fuzzy Approach for Clinical Decision Support. Artif. Intell. Medicine 111: 101986 (2021)
[j14]
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Tianhua Chen, Elpida Keravnou-Papailiou, Grigoris Antoniou:
Medical analytics for healthcare intelligence - Recent advances and future directions. Artif. Intell. Medicine 112: 102009 (2021)
[j13]
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Ilias Tachmazidis, Tianhua Chen, Marios Adamou, Grigoris Antoniou:
A hybrid AI approach for supporting clinical diagnosis of attention deficit hyperactivity disorder (ADHD) in adults. Health Inf. Sci. Syst. 9(1): 1 (2021)
[j12]
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Hengshan Zhang, Chunru Chen, Tianhua Chen, Zhongmin Wang, Yanping Chen:
Mixed aggregation functions for outliers detection. J. Intell. Fuzzy Syst. 40(3): 3999-4012 (2021)
[j11]
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Hengshan Zhang, Yimin Zhou, Tianhua Chen, Richard Hill, Zhongmin Wang, Yanping Chen:
Refinement of weights using attribute support for multiple attribute decision making. J. Comput. Sci. 54: 101440 (2021)
2020
[j10]
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Pan Su, Tianhua Chen, Jianyang Xie, Baikai Ma, Hong Qi, Jiang Liu, Yitian Zhao:
A Density and Reliability Guided Aggregation for the Assessment of Vessels and Nerve Fibres Tortuosity. IEEE Access 8: 139199-139211 (2020)
[j9]
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Tianhua Chen, Changjing Shang, Jing Yang, Fangyi Li, Qiang Shen:
A New Approach for Transformation-Based Fuzzy Rule Interpolation. IEEE Trans. Fuzzy Syst. 28(12): 3330-3344 (2020)
2018
[j8]
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Tianhua Chen, Changjing Shang, Pan Su, Qiang Shen:
Induction of accurate and interpretable fuzzy rules from preliminary crisp representation. Knowl. Based Syst. 146: 152-166 (2018)
[j7]
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Liang Xiao, Tianhua Chen, Caixia Xie, Huaiyu Dai, H. Vincent Poor:
Mobile Crowdsensing Games in Vehicular Networks. IEEE Trans. Veh. Technol. 67(2): 1535-1545 (2018)
2017
[j6]
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Pan Su, Qiang Shen, Tianhua Chen, Changjing Shang:
Ordered weighted aggregation of fuzzy similarity relations and its application to detecting water treatment plant malfunction. Eng. Appl. Artif. Intell. 66: 17-29 (2017)
[j5]
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Pan Su, Changjing Shang, Tianhua Chen, Qiang Shen:
Exploiting Data Reliability and Fuzzy Clustering for Journal Ranking. IEEE Trans. Fuzzy Syst. 25(5): 1306-1319 (2017)
[j4]
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Liang Xiao, Tianhua Chen, Guoan Han, Weihua Zhuang, Limin Sun:
Game Theoretic Study on Channel-Based Authentication in MIMO Systems. IEEE Trans. Veh. Technol. 66(8): 7474-7484 (2017)
2016
[j3]
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Liang Xiao, Caixia Xie, Tianhua Chen, Huaiyu Dai, H. Vincent Poor:
A Mobile Offloading Game Against Smart Attacks. IEEE Access 4: 2281-2291 (2016)
[j2]
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Tianhua Chen, Qiang Shen, Pan Su, Changjing Shang:
Fuzzy rule weight modification with particle swarm optimisation. Soft Comput. 20(8): 2923-2937 (2016)
2015
[j1]
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Liang Xiao, Tianhua Chen, Jinliang Liu, Huaiyu Dai:
Anti-Jamming Transmission Stackelberg Game With Observation Errors. IEEE Commun. Lett. 19(6): 949-952 (2015)

Conference and Workshop Papers

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2024
[c32]
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Jing Yang, Tianhua Chen, Lu Chen, Jianbin Zhao:
Towards A Clustering Guided Rule Interpolation for ANFIS Construction. FUZZ 2024: 1-6
[c31]
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  - conf/icit2/OyeleyeCSA24
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Matthew Oyeleye, Tianhua Chen, Pan Su, Grigoris Antoniou:
Exploiting Machine Learning and LSTM for Human Activity Recognition: Using Physiological and Biological Sensor Data from Actigraph. ICIT 2024: 1-8
2023
[c30]
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  - conf/iscc/BatsakisPTCAA23
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Sotirios Batsakis, Emmanuel Papadakis, Ilias Tachmazidis, Tianhua Chen, Grigoris Antoniou, Marios Adamou:
Neuro Intel: A System for Clinical Diagnosis of Attention Deficit Hyperactivity Disorder (ADHD) Using Artificial Intelligence. ISCC 2023: 1-6
[c29]
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Matthew Oyeleye, Tianhua Chen, Pan Su, Grigoris Antoniou:
Towards the Use of Machine Learning Classifiers for Human Activity Recognition Using Accelerometer and Heart Rate Data from ActiGraph. UKCI 2023: 195-208
[c28]
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Titilayo Olabisi Soyoye, Tianhua Chen, Richard Hill, Keith McCabe:
Predicting Academic Performance of University Students Using Machine Learning: A Case Study in the UK. WI/IAT 2023: 431-434
2022
[c27]
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  - conf/bhi/SongCA22
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Siyue Song, Tianhua Chen, Grigoris Antoniou:
Improve the trustwortiness of medical text interpretations. BHI 2022: 1-7
[c26]
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Muhammad Hussain, Tianhua Chen, Sofya Titarenko, Richard Hill, Hussain Al-Aqrabi:
Development of a Convolutional Neural Network Architecture for Production Based Photovoltaic Fault Detection. UKCI 2022: 415-426
2021
[c25]
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  - conf/brain/KnoxCSA21
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Sean A. Knox, Tianhua Chen, Pan Su, Grigoris Antoniou:
A Parallel Machine Learning Framework for Detecting Alzheimer's Disease. BI 2021: 423-432
[c24]
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Siyue Song, Tianhua Chen, Grigoris Antoniou:
ANFIS Models for Heart Disease Prediction. ICIAI 2021: 32-35
[c23]
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  - conf/iwann/ShenECXLC21
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Yinghua Shen, Hanyu E, Tianhua Chen, Zhi Xiao, Bingsheng Liu, Yuan Chen:
High-Dimensional Data Clustering with Fuzzy C-Means: Problem, Reason, and Solution. IWANN (1) 2021: 89-100
[c22]
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Tianhua Chen, Changjing Shang, Pan Su, Yinghua Shen, Mufti Mahmud, Raymond Moodley, Grigoris Antoniou, Qiang Shen:
Assessing Significance of Cognitive Assessments for Diagnosing Alzheimer's Disease with Fuzzy-Rough Feature Selection. UKCI 2021: 450-462
2020
[c21]
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Hengshan Zhang, Tianhua Chen, Zhongmin Wang, Yanping Chen, Chunru Chen:
A Novel Group Decision Making Approach using Pythagorean Fuzzy Preference Relation. FUZZ-IEEE 2020: 1-6
2019
[c20]
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  - conf/fuzzIEEE/ChenSSHZ019
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Tianhua Chen, Pan Su, Changjing Shang, Richard Hill, Hengshan Zhang, Qiang Shen:
Sentiment Classification of Drug Reviews Using Fuzzy-rough Feature Selection. FUZZ-IEEE 2019: 1-6
[c19]
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Pan Su, Tianhua Chen, Haoyu Mao, Jianyang Xie, Yitian Zhao, Jiang Liu:
On the Application of Preaggregation Functions to Fuzzy Pattern Tree. FUZZ-IEEE 2019: 1-6
[c18]
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Hengshan Zhang, Qinghua Zheng, Zhongmin Wang, Yanping Chen, Ting Liu, Tianhua Chen:
Method Selecting Correct One Among Alternatives Utilizing Intuitionistic Fuzzy Preference Relation Without Consensus Reaching Process. FUZZ-IEEE 2019: 1-6
[c17]
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Zhongmin Wang, Lin Wei, Hengshan Zhang, Tianhua Chen, Yimin Zhou:
A Method Of Assembly Line Balancing Problem With Uncertain Operation Time. ISKE 2019: 220-226
[c16]
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Pan Su, Yitian Zhao, Tianhua Chen, Jianyang Xie, Yifan Zhao, Hong Qi, Yalin Zheng, Jiang Liu:
Exploiting Reliability-Guided Aggregation for the Assessment of Curvilinear Structure Tortuosity. MICCAI (4) 2019: 12-20
2018
[c15]
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Tianhua Chen, Pan Su, Changjing Shang, Qiang Shen:
Weighted Fuzzy Rules Optimised by Particle Swarm for Network Intrusion Detection. FUZZ-IEEE 2018: 1-7
[c14]
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Hongmei Wang, Tianhua Chen, Hongtao Wang, Xuqiang Shao, Pan Su:
Fuzzy Clustering based Anomaly Detection for Distributed Multi-view Data. FUZZ-IEEE 2018: 1-7
[c13]
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Pan Su, Tianhua Chen, Weifeng Xu, Xuqiang Shao, Hongtao Wang, Yitian Zhao:
Dominant-Set-Based Consensus For Fuzzy C-Means Clustering Ensemble. ICMLC 2018: 85-90
[c12]
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Tianhua Chen, Changjing Shang, Pan Su, Grigoris Antoniou, Qiang Shen:
Effective Diagnosis of Diabetes with a Decision Tree-Initialised Neuro-fuzzy Approach. UKCI 2018: 227-239
2017
[c11]
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Tianhua Chen, Pan Su, Changjing Shang, Qiang Shen:
Reliability-guided fuzzy classifier ensemble. FUZZ-IEEE 2017: 1-6
[c10]
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Pan Su, Changjing Shang, Yitian Zhao, Tianhua Chen, Qiang Shen:
Fuzzy rough feature selection based on OWA aggregation of fuzzy relations. FUZZ-IEEE 2017: 1-6
2016
[c9]
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Liang Xiao, Tianhua Chen, Guoan Han, Weihua Zhuang, Limin Sun:
Channel-Based Authentication Game in MIMO Systems. GLOBECOM 2016: 1-6
[c8]
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Liang Xiao, Caixia Xie, Tianhua Chen, Huaiyu Dai, H. Vincent Poor:
Mobile offloading game against smart attacks. INFOCOM Workshops 2016: 403-408
2015
[c7]
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Tianhua Chen, Qiang Shen, Pan Su, Changjing Shang:
Induction of quantified fuzzy rules with Particle Swarm Optimisation. FUZZ-IEEE 2015: 1-7
[c6]
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  - https://dblp.org/rec/conf/globecom/0003LCCD15
Liang Xiao, Qiangda Li, Tianhua Chen, En Cheng, Huaiyu Dai:
Jamming Games in Underwater Sensor Networks with Reinforcement Learning. GLOBECOM 2015: 1-6
[c5]
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  - conf/wcnc/ChenL0H15
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Tianhua Chen, Jinliang Liu, Liang Xiao, Lianfen Huang:
Anti-jamming transmissions with learning in heterogenous cognitive radio networks. WCNC Workshops 2015: 293-298
2014
[c4]
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  - conf/fuzzIEEE/SuCSS14
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Pan Su, Tianhua Chen, Changjing Shang, Qiang Shen:
Nearest neighbour-guided induced OWA and its application to journal ranking. FUZZ-IEEE 2014: 1794-1800
[c3]
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  - conf/ukci/ChenSSS14
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Tianhua Chen, Qiang Shen, Pan Su, Changjing Shang:
Refinement of fuzzy rule weights with particle swarm optimisation. UKCI 2014: 1-7
2013
[c2]
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  - conf/iih-msp/JinCJ13
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Chong Jin, Tianhua Chen, Linhao Ji:
License Plate Recognition Based on Edge Detection Algorithm. IIH-MSP 2013: 395-398
[c1]
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  - conf/iih-msp/XingLCL13
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Suxia Xing, Yumei Li, Tianhua Chen, Yang Li:
Image Fusion Technology Based on Bio-inspired Features. IIH-MSP 2013: 411-414

Informal and Other Publications

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2022
[i1]
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Imran Khan Mirani, Tianhua Chen, Malak Abid Ali Khan, Syed Muhammad Aamir, Waseef Menhaj:
Object Recognition in Different Lighting Conditions at Various Angles by Deep Learning Method. CoRR abs/2210.09618 (2022)

Coauthor Index

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