Yaxin Bi

ORCID

Publication Activity (10 Years)

Years Active: 2002-2024
Publications (10 Years): 38

Top Venues

Ulster University, UK (PHD)

Education History

Ulster University, UK

PHD

Publications

Shane Harrigan, Yaxin Bi, Mingjun Huang, Christopher O'Neill, Wei Zhai, Jianbao Sun, Xuemin Zhang
Detection of Electromagnetic Seismic Precursors from Swarm Data by Enhanced Martingale Analytics. Sensors 24 (11) (2024)
Wei Zhai, Yaxin Bi, Xiaoqing Wang, Guiyu Zhu, Jianqing Du
Building Earthquake Damage Recognition Performance of Texture Features from SAR Image in Frequency Domain and Spatial Domain. IGARSS (2023)
Zhenhui Sun, Peihang Li, Qingyan Meng, Yunxiao Sun, Yaxin Bi
An Improved YOLOv5 Method to Detect Tailings Ponds from High-Resolution Remote Sensing Images. Remote. Sens. 15 (7) (2023)
Michael F. McTear, Sheen Varghese Marokkie, Yaxin Bi
A Comparative Study of Chatbot Response Generation: Traditional Approaches Versus Large Language Models. KSEM (2) (2023)
Xinke Wang, Qingyan Meng, Xingzhao Liu, Mona Allam, Linlin Zhang, Xinli Hu, Yaxin Bi, Tamás Jancsó
Evaluation of Fairness of Urban Park Green Space Based on an Improved Supply Model of Green Space: A Case Study of Beijing Central City. Remote. Sens. 15 (1) (2023)
Snobin Antony, Raghi Roy, Yaxin Bi
Q-Learning: Solutions for Grid World Problem with Forward and Backward Reward Propagations. SGAI Conf. (2023)
Xin Cai, Yaxin Bi, Peter N. Nicholl, Roy Sterritt
Revisiting the Encoding of Satellite Image Time Series. BMVC (2023)
Xin Cai, Yaxin Bi, Peter N. Nicholl, Roy Sterritt
Rethinking the Encoding of Satellite Image Time Series. CoRR (2023)
Kieran Greer, Yaxin Bi
Energy Consumption Prediction Using Bands-Based Data Analytics. KSEM (3) (2022)
Yaxin Bi
Sentiment classification in social media data by combining triplet belief functions. J. Assoc. Inf. Sci. Technol. 73 (7) (2022)
Mazen Ossman, Yaxin Bi
Electricity Demand Forecast with LSTMs. UKCI (2022)
Xin Cai, Yaxin Bi, Peter N. Nicholl
Tampered VAE for Improved Satellite Image Time Series Classification. CoRR (2022)
Qingyan Meng, Wenxiu Liu, Linlin Zhang, Mona Allam, Yaxin Bi, Xinli Hu, Jianfeng Gao, Die Hu, Tamas Jancso
Relationships between Land Surface Temperatures and Neighboring Environment in Highly Urbanized Areas: Seasonal and Scale Effects Analyses of Beijing, China. Remote. Sens. 14 (17) (2022)
Jailos Lubinda, Yaxin Bi, Busiku Hamainza, Ubydul Haque, Adrian J. Moore
Modelling of malaria risk, rates, and trends: A spatiotemporal approach for identifying and targeting sub-national areas of high and low burden. PLoS Comput. Biol. 17 (3) (2021)
Maja Pavlovic, Yaxin Bi, Peter N. Nicholl
Extracting Anomalous Pre-earthquake Signatures from Swarm Satellite Data Using EOF and PC Analysis. KSEM (2021)
Fiachra Merwick, Yaxin Bi, Peter N. Nicholl
Performance Evaluation of Multi-class Sentiment Classification Using Deep Neural Network Models Optimised for Binary Classification. KSEM (2021)
Xiangzeng Kong, Yaxin Bi, David H. Glass
Detecting anomalies in sequential data augmented with new features. Artif. Intell. Rev. 53 (1) (2020)
Stuart J. Blair, Yaxin Bi, Maurice D. Mulvenna
Aggregated topic models for increasing social media topic coherence. Appl. Intell. 50 (1) (2020)
Terence Fusco, Yaxin Bi, Haiying Wang, Fiona Browne
disease vectors. Int. J. Mach. Learn. Cybern. 11 (6) (2020)
Nicola Burns, Yaxin Bi, Hui Wang, Terry J. Anderson
Enhanced Twofold-LDA Model for Aspect Discovery and Sentiment Classification. Int. J. Knowl. Based Organ. 9 (4) (2019)
Terence Fusco, Yaxin Bi, Haiying Wang, Fiona Browne
Synthetic Optimisation Techniques for Epidemic Disease Prediction Modelling. DATA (2018)
Vyron Christodoulou, Yaxin Bi, George Wilkie
A Fuzzy Shape-Based Anomaly Detection and Its Application to Electromagnetic Data. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 11 (9) (2018)
Terence Fusco, Yaxin Bi, Haiying Wang, Fiona Browne
Infectious Disease Prediction Modelling Using Synthetic Optimisation Approaches. DATA (Revised Selected Papers) (2018)
Muhammad Fahad Umer, Muhammad Sher, Yaxin Bi
Flow-based intrusion detection: Techniques and challenges. Comput. Secur. 70 (2017)
Muhammad Fahad Umer, Muhammad Sher, Yaxin Bi
Applying One-Class Classification Techniques to IP Flow Records for Intrusion Detection. Balt. J. Mod. Comput. 5 (1) (2017)
Terence Fusco, Yaxin Bi, Haiying Wang, Fiona Browne
Incremental Transductive Learning Approaches to Schistosomiasis Vector Classification. CoRR (2017)
Stuart J. Blair, Yaxin Bi, Maurice D. Mulvenna
Unsupervised Sentiment Classification: A Hybrid Sentiment-Topic Model Approach. ICTAI (2017)
Stuart J. Blair, Yaxin Bi, Maurice D. Mulvenna
Sentiment Classification of Social Media Content with Features Generated Using Topic Models. STAIRS (2016)
Michael Milliken, Yaxin Bi, Leo Galway, Glenn I. Hawe
Multi-objective optimization of base classifiers in StackingC by NSGA-II for intrusion detection. SSCI (2016)
Stuart J. Blair, Yaxin Bi, Maurice D. Mulvenna
Increasing Topic Coherence by Aggregating Topic Models. KSEM (2016)
Yaxin Bi, Shichen Feng, Guoze Zhao, Bing Han
Digitalizing Seismograms Using a Neighborhood Backtracking Method. KSEM (2016)
Ruth McNerlan, Yaxin Bi, Guoze Zhao, Bing Han
Transformation of XML Data Sources for Sequential Path Mining. APWeb/WAIM Workshops (2016)
Terence Fusco, Yaxin Bi
A Cumulative Training Approach to Schistosomiasis Vector Density Prediction. AIAI (2016)
Vyron Christodoulou, Yaxin Bi
A combination of CUSUM-EWMA for Anomaly Detection in time series data. DSAA (2015)
Vyron Christodoulou, Yaxin Bi, Guoze Zhao
A Fuzzy Inspired Approach to Seismic Anomaly Detection. KSEM (2015)
Michael Milliken, Yaxin Bi, Leo Galway, Glenn I. Hawe
Ensemble learning utilising feature pairings for intrusion detection. WorldCIS (2015)
Xiangzeng Kong, Yaxin Bi, David H. Glass
Detecting Seismic Anomalies in Outgoing Long-Wave Radiation Data. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 8 (2) (2015)
Anna Jurek, Maurice D. Mulvenna, Yaxin Bi
Improved lexicon-based sentiment analysis for social media analytics. Secur. Informatics 4 (1) (2015)
Anna Jurek, Yaxin Bi, Maurice D. Mulvenna
Twitter Sentiment Analysis for Security-Related Information Gathering. JISIC (2014)
Anna Jurek, Yaxin Bi, Shengli Wu, Chris D. Nugent
Clustering-Based Ensembles as an Alternative to Stacking. IEEE Trans. Knowl. Data Eng. 26 (9) (2014)
Michael Milliken, Yaxin Bi, Leo Galway
The effect of attribute pairings in intrusion detection. UKCI (2014)
Shengli Wu, Jieyu Li, Xiaoqin Zeng, Yaxin Bi
Adaptive data fusion methods in information retrieval. J. Assoc. Inf. Sci. Technol. 65 (10) (2014)
Anna Jurek, Yaxin Bi, Shengli Wu, Chris D. Nugent
A survey of commonly used ensemble-based classification techniques. Knowl. Eng. Rev. 29 (5) (2014)
Anna Jurek, Chris D. Nugent, Yaxin Bi, Shengli Wu
Clustering-Based Ensemble Learning for Activity Recognition in Smart Homes. Sensors 14 (7) (2014)
Yaxin Bi, Maurice D. Mulvenna, Anna Jurek
Sentiment Classification by Combining Triplet Belief Functions. KSEM (2014)
Yaxin Bi
Evidential Fusion for Sentiment Polarity Classification. Belief Functions (2014)
Xiangzeng Kong, Yaxin Bi, David H. Glass
An Anomaly Analysis Method Based on Morphological Features. SMC (2013)
Anna Jurek, Yaxin Bi, Chris D. Nugent, Shengli Wu
Application of a Cluster-Based Classifier Ensemble to Activity Recognition in Smart Homes. IWAAL (2013)
Shengli Wu, Yuping Xing, Jieyu Li, Yaxin Bi
Adaptive Data Fusion Methods for Dynamic Search Environments. AIRS (2012)
Anna Jurek, Yaxin Bi, Shengli Wu, Chris D. Nugent
A Cluster-Based Classifier Ensemble as an Alternative to the Nearest Neighbor Ensemble. ICTAI (2012)
Yaxin Bi, Jiwen Guan
An Efficient Triplet-based Algorithm for Evidential Reasoning. CoRR (2012)
Sazzadur Rahman, Henry Odeyinka, Srinath Perera, Yaxin Bi
Product-cost modelling approach for the development of a decision support system for optimal roofing material selection. Expert Syst. Appl. 39 (8) (2012)
Nicola Burns, Yaxin Bi, Hui Wang, Terry J. Anderson
Extended Twofold-LDA Model for Two Aspects in One Sentence. IPMU (2) (2012)
Xiangzeng Kong, Yaxin Bi, David H. Glass
A Geometric Moving Average Martingale method for detecting changes in data streams. SGAI Conf. (2012)
Yaxin Bi, Chris D. Nugent, Jing Liao
An Evidential Framework for Associating Sensors to Activities for Activity Recognition in Smart Homes. IPMU (3) (2012)
Yaxin Bi
The impact of diversity on the accuracy of evidential classifier ensembles. Int. J. Approx. Reason. 53 (4) (2012)
Jing Liao, Yaxin Bi, Chris D. Nugent
Weight Factor Algorithms for Activity Recognition in Lattice-Based Sensor Fusion. KSEM (2011)
Nicola Burns, Yaxin Bi, Hui Wang, Terry J. Anderson
Sentiment Analysis of Customer Reviews: Balanced versus Unbalanced Datasets. KES (1) (2011)
Shengli Wu, Yaxin Bi, Xiaoqin Zeng
The Linear Combination Data Fusion Method in Information Retrieval. DEXA (2) (2011)
Yaxin Bi, Shengli Wu, Hui Wang, Gongde Guo
Combination of Evidence-Based Classifiers for Text Categorization. ICTAI (2011)
Yaxin Bi
Analyzing the Relationship between Diversity and Evidential Fusion Accuracy. MCS (2011)
Jing Liao, Yaxin Bi, Chris D. Nugent
A Weight Factor Algorithm for Activity Recognition Utilizing a Lattice-Based Reasoning Structure. ICTAI (2011)
Pan Xiong, Xingfa Gu, Xuhui Shen, Xuemin Zhang, Chunli Kang, Yaxin Bi
Wavelet-Based Method for Detecting Seismic Anomalies in DEMETER Satellite Data. KSEM (2011)
Anna Jurek, Yaxin Bi, Shengli Wu, Chris D. Nugent
Classification by Clusters Analysis - An Ensemble Technique in a Semi-supervised Classification. ICTAI (2011)
Shengli Wu, Yaxin Bi, Xiaoqin Zeng
Using the Euclidean Distance for Retrieval Evaluation. BNCOD (2011)
Jing Liao, Yaxin Bi, Chris D. Nugent
Using the Dempster-Shafer Theory of Evidence With a Revised Lattice Structure for Activity Recognition. IEEE Trans. Inf. Technol. Biomed. 15 (1) (2011)
Anna Jurek, Yaxin Bi, Shengli Wu, Chris D. Nugent
Classification by Cluster Analysis: A New Meta-Learning Based Approach. MCS (2011)
Nicola Burns, Yaxin Bi, Hui Wang, Terry J. Anderson
A Twofold-LDA Model for Customer Review Analysis. Web Intelligence (2011)
Yaxin Bi, Shengli Wu, Xuhui Shen, Jiwen Guan
Rough Analysis for Knowledge Discovery in a Simplified Earthquake Database. IUM (2010)
Anna Jurek, Yaxin Bi, Shengli Wu, Chris D. Nugent
A Meta Learning Approach: Classification by Cluster Analysis. AIMSA (2010)
Jing Liao, Yaxin Bi, Chris D. Nugent
Reasoning Activity for Smart Homes Using a Lattice-Based Evidential Structure. KSEM (2010)
David Stoops, Hui Wang, George Moore, Yaxin Bi
Behavioural Rule Discovery from Swarm Systems. KSEM (2010)
Yaxin Bi, Shengli Wu
Measuring Impact of Diversity of Classifiers on the Accuracy of Evidential Ensemble Classifiers. IPMU (1) (2010)
Shengli Wu, Yaxin Bi, Xiaoqin Zeng
Retrieval Result Presentation and Evaluation. KSEM (2010)
Jing Liao, Yaxin Bi, Chris D. Nugent
Activity Recognition for Smart Homes Using Dempster-Shafer Theory of Evidence Based on a Revised Lattice Structure. Intelligent Environments (2010)
Yaxin Bi, Mary-Anne Williams
Preface. Int. J. Softw. Informatics 4 (3) (2010)
Shengli Wu, Yaxin Bi, Jun Liu
The Cubic Regression Model for Merging Results from Multiple Text Databases. SKG (2009)
Yaxin Bi, Shengli Wu, Pan Xiong, Xuhui Shen
A Comparative Analysis for Detecting Seismic Anomalies in Data Sequences of Outgoing Longwave Radiation. KSEM (2009)
Shengli Wu, Yaxin Bi, Xiaoqin Zeng, Lixin Han
Assigning appropriate weights for the linear combination data fusion method in information retrieval. Inf. Process. Manag. 45 (4) (2009)
Pan Xiong, Yaxin Bi, Xuhui Shen
Study of Outgoing Longwave Radiation Anomalies Associated with Two Earthquakes in China Using Wavelet Maxima. HAIS (2009)
Pan Xiong, Yaxin Bi, Xuhui Shen
A Wavelet-Based Method for Detecting Seismic Anomalies in Remote Sensing Satellite Data. MLDM (2009)
Yaxin Bi, Shengli Wu, Pan Xiong, Xuhui Shen
Classifier Combination Using a Class-indifferent Method. ECAI (2008)
Yaxin Bi, Shengli Wu, Xuhui Shen, Pan Xiong
Combining Classifiers through Triplet-Based Belief Functions. ECML/PKDD (1) (2008)
Yaxin Bi, Jiwen Guan, David A. Bell
The combination of multiple classifiers using an evidential reasoning approach. Artif. Intell. 172 (15) (2008)
Shengli Wu, Qili Zhou, Yaxin Bi, Xiaoqin Zeng
Performance Weights for the Linear Combination Data Fusion Method in Information Retrieval. ISMIS (2008)
Yaxin Bi
An efficient triplet-based algorithm for evidential reasoning. Int. J. Intell. Syst. 23 (4) (2008)
Shengli Wu, Yaxin Bi, Xiaoqin Zeng, Lixin Han
The Experiments with the Linear Combination Data Fusion Method in Information Retrieval. APWeb (2008)
Shengli Wu, Yaxin Bi, Sally I. McClean
Applying statistical principles to data fusion in information retrieval. SMC (2007)
Yaxin Bi, David A. Bell, Hui Wang, Gongde Guo, Jiwen Guan
Combining Multiple Classifiers Using Dempster's Rule for Text Categorization. Appl. Artif. Intell. 21 (3) (2007)
Yaxin Bi, Shengli Wu, Gongde Guo
Combining Prioritized Decisions in Classification. MDAI (2007)
Shengli Wu, Yaxin Bi, Sally I. McClean
Regression Relevance Models for Data Fusion. DEXA Workshops (2007)
Shengli Wu, Fabio Crestani, Yaxin Bi
Evaluating Score Normalization Methods in Data Fusion. AIRS (2006)
Gongde Guo, Daniel Neagu, Xuming Huang, Yaxin Bi
An Effective Combination of Multiple Classifiers for Toxicity Prediction. FSKD (2006)
Yaxin Bi, Sally I. McClean, Terry J. Anderson
Combining rough decisions for intelligent text mining using Dempster's rule. Artif. Intell. Rev. 26 (3) (2006)
Yaxin Bi, Jiwen Guan
An Efficient Triplet-based Algorithm for Evidential Reasoning. UAI (2006)
Yaxin Bi, Sally I. McClean, Terry J. Anderson
On Combining Multiple Classifiers Using an Evidential Approach. AAAI (2006)
Gongde Guo, Hui Wang, David A. Bell, Yaxin Bi, Kieran Greer
NN model for automatic text categorization. Soft Comput. 10 (5) (2006)
Yaxin Bi, Shengli Wu, Xuming Huang, Gongde Guo
Combining Multiple Sets of Rules for Improving Classification Via Measuring Their Closenesses. PRICAI (2006)
Yaxin Bi, Werner Dubitzky
An evidential approach in ensembles. SAC (2006)
Colin A. Boreham, Werner Dubitzky, Paula J. Robson, Julie M. Wallace, Yaxin Bi
Three-Dimension Model for Developing a Nutrition, Lifestyle and Health Database. IKE (2005)

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Publication Activity (10 Years)

Top Topics

Top Venues

Yaxin Bi