Yaxin Bi

According to our database, Yaxin Bi authored at least 117 papers between 2002 and 2024.

Collaborative distances:

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

2024

Detection of Electromagnetic Seismic Precursors from Swarm Data by Enhanced Martingale Analytics.

Shane Harrigan, Yaxin Bi, Mingjun Huang, Christopher O'Neill, Wei Zhai, Jianbao Sun, Xuemin Zhang

Sensors, June, 2024

Building Earthquake Damage Recognition Performance of Frequency Domain Texture Features.

Wei Zhai, Yaxin Bi, Jianqing Du, Gangyu Yang

Proceedings of the IGARSS 2024, 2024

2023

An Improved YOLOv5 Method to Detect Tailings Ponds from High-Resolution Remote Sensing Images.

Zhenhui Sun, Peihang Li, Qingyan Meng, Yunxiao Sun, Yaxin Bi

Remote. Sens., April, 2023

Evaluation of Fairness of Urban Park Green Space Based on an Improved Supply Model of Green Space: A Case Study of Beijing Central City.

Xinke Wang, Qingyan Meng, Xingzhao Liu, Mona Allam, Linlin Zhang, Xinli Hu, Yaxin Bi, Tamás Jancsó

Remote. Sens., January, 2023

Rethinking the Encoding of Satellite Image Time Series.

Xin Cai, Yaxin Bi, Peter N. Nicholl, Roy Sterritt

CoRR, 2023

Q-Learning: Solutions for Grid World Problem with Forward and Backward Reward Propagations.

Snobin Antony, Raghi Roy, Yaxin Bi

Proceedings of the Artificial Intelligence XL, 2023

A Comparative Study of Chatbot Response Generation: Traditional Approaches Versus Large Language Models.

Michael F. McTear, Sheen Varghese Marokkie, Yaxin Bi

Proceedings of the Knowledge Science, Engineering and Management, 2023

Building Earthquake Damage Recognition Performance of Texture Features from SAR Image in Frequency Domain and Spatial Domain.

Wei Zhai, Yaxin Bi, Xiaoqing Wang, Guiyu Zhu, Jianqing Du

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Revisiting the Encoding of Satellite Image Time Series.

Xin Cai, Yaxin Bi, Peter N. Nicholl, Roy Sterritt

Proceedings of the 34th British Machine Vision Conference 2023, 2023

2022

Relationships between Land Surface Temperatures and Neighboring Environment in Highly Urbanized Areas: Seasonal and Scale Effects Analyses of Beijing, China.

Qingyan Meng, Wenxiu Liu, Linlin Zhang, Mona Allam, Yaxin Bi, Xinli Hu, Jianfeng Gao, Die Hu, Tamás Jancsó

Remote. Sens., 2022

Sentiment classification in social media data by combining triplet belief functions.

Yaxin Bi

J. Assoc. Inf. Sci. Technol., 2022

Tampered VAE for Improved Satellite Image Time Series Classification.

Xin Cai, Yaxin Bi, Peter N. Nicholl

CoRR, 2022

Electricity Demand Forecast with LSTMs.

Mazen Ossman, Yaxin Bi

Proceedings of the Advances in Computational Intelligence Systems, 2022

Energy Consumption Prediction Using Bands-Based Data Analytics.

Kieran Greer, Yaxin Bi

Proceedings of the Knowledge Science, Engineering and Management, 2022

2021

Modelling of malaria risk, rates, and trends: A spatiotemporal approach for identifying and targeting sub-national areas of high and low burden.

Jailos Lubinda, Yaxin Bi, Busiku Hamainza, Ubydul Haque, Adrian J. Moore

PLoS Comput. Biol., 2021

Extracting Anomalous Pre-earthquake Signatures from Swarm Satellite Data Using EOF and PC Analysis.

Maja Pavlovic, Yaxin Bi, Peter N. Nicholl

Proceedings of the Knowledge Science, Engineering and Management, 2021

Performance Evaluation of Multi-class Sentiment Classification Using Deep Neural Network Models Optimised for Binary Classification.

Fiachra Merwick, Yaxin Bi, Peter N. Nicholl

Proceedings of the Knowledge Science, Engineering and Management, 2021

2020

Data mining and machine learning approaches for prediction modelling of <i>schistosomiasis</i> disease vectors.

Terence Fusco, Yaxin Bi, Haiying Wang, Fiona Browne

Int. J. Mach. Learn. Cybern., 2020

Aggregated topic models for increasing social media topic coherence.

Stuart J. Blair, Yaxin Bi, Maurice D. Mulvenna

Appl. Intell., 2020

Detecting anomalies in sequential data augmented with new features.

Xiangzeng Kong, Yaxin Bi, David H. Glass

Artif. Intell. Rev., 2020

2019

Enhanced Twofold-LDA Model for Aspect Discovery and Sentiment Classification.

Nicola Burns, Yaxin Bi, Hui Wang, Terry J. Anderson

Int. J. Knowl. Based Organ., 2019

2018

A Fuzzy Shape-Based Anomaly Detection and Its Application to Electromagnetic Data.

Vyron Christodoulou, Yaxin Bi, George Wilkie

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018

Infectious Disease Prediction Modelling Using Synthetic Optimisation Approaches.

Terence Fusco, Yaxin Bi, Haiying Wang, Fiona Browne

Proceedings of the Data Management Technologies and Applications, 2018

Synthetic Optimisation Techniques for Epidemic Disease Prediction Modelling.

Terence Fusco, Yaxin Bi, Haiying Wang, Fiona Browne

Proceedings of the 7th International Conference on Data Science, 2018

2017

Incremental Transductive Learning Approaches to Schistosomiasis Vector Classification.

Terence Fusco, Yaxin Bi, Haiying Wang, Fiona Browne

CoRR, 2017

Flow-based intrusion detection: Techniques and challenges.

Muhammad Fahad Umer, Muhammad Sher, Yaxin Bi

Comput. Secur., 2017

Applying One-Class Classification Techniques to IP Flow Records for Intrusion Detection.

Muhammad Fahad Umer, Muhammad Sher, Yaxin Bi

Balt. J. Mod. Comput., 2017

Unsupervised Sentiment Classification: A Hybrid Sentiment-Topic Model Approach.

Stuart J. Blair, Yaxin Bi, Maurice D. Mulvenna

Proceedings of the 29th IEEE International Conference on Tools with Artificial Intelligence, 2017

2016

Sentiment Classification of Social Media Content with Features Generated Using Topic Models.

Stuart J. Blair, Yaxin Bi, Maurice D. Mulvenna

Proceedings of the STAIRS 2016, 2016

Multi-objective optimization of base classifiers in StackingC by NSGA-II for intrusion detection.

Michael Milliken, Yaxin Bi, Leo Galway, Glenn I. Hawe

Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016

Increasing Topic Coherence by Aggregating Topic Models.

Stuart J. Blair, Yaxin Bi, Maurice D. Mulvenna

Proceedings of the Knowledge Science, Engineering and Management, 2016

Digitalizing Seismograms Using a Neighborhood Backtracking Method.

Yaxin Bi, Shichen Feng, Guoze Zhao, Bing Han

Proceedings of the Knowledge Science, Engineering and Management, 2016

A Cumulative Training Approach to Schistosomiasis Vector Density Prediction.

Terence Fusco, Yaxin Bi

Proceedings of the Artificial Intelligence Applications and Innovations, 2016

Transformation of XML Data Sources for Sequential Path Mining.

Ruth McNerlan, Yaxin Bi, Guoze Zhao, Bing Han

Proceedings of the Web and Big Data, 2016

2015

Detecting Seismic Anomalies in Outgoing Long-Wave Radiation Data.

Xiangzeng Kong, Yaxin Bi, David H. Glass

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015

Improved lexicon-based sentiment analysis for social media analytics.

Anna Jurek, Maurice D. Mulvenna, Yaxin Bi

Secur. Informatics, 2015

Ensemble learning utilising feature pairings for intrusion detection.

Michael Milliken, Yaxin Bi, Leo Galway, Glenn I. Hawe

Proceedings of the 2015 World Congress on Internet Security, 2015

A Fuzzy Inspired Approach to Seismic Anomaly Detection.

Vyron Christodoulou, Yaxin Bi, Guoze Zhao

Proceedings of the Knowledge Science, Engineering and Management, 2015

A combination of CUSUM-EWMA for Anomaly Detection in time series data.

Vyron Christodoulou, Yaxin Bi

Proceedings of the 2015 IEEE International Conference on Data Science and Advanced Analytics, 2015

2014

Clustering-Based Ensembles as an Alternative to Stacking.

Anna Jurek, Yaxin Bi, Shengli Wu, Chris D. Nugent

IEEE Trans. Knowl. Data Eng., 2014

Clustering-Based Ensemble Learning for Activity Recognition in Smart Homes.

Anna Jurek, Chris D. Nugent, Yaxin Bi, Shengli Wu

Sensors, 2014

A survey of commonly used ensemble-based classification techniques.

Anna Jurek, Yaxin Bi, Shengli Wu, Chris D. Nugent

Knowl. Eng. Rev., 2014

Adaptive data fusion methods in information retrieval.

Shengli Wu, Jieyu Li, Xiaoqin Zeng, Yaxin Bi

J. Assoc. Inf. Sci. Technol., 2014

The effect of attribute pairings in intrusion detection.

Michael Milliken, Yaxin Bi, Leo Galway

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

Sentiment Classification by Combining Triplet Belief Functions.

Yaxin Bi, Maurice D. Mulvenna, Anna Jurek

Proceedings of the Knowledge Science, Engineering and Management, 2014

Twitter Sentiment Analysis for Security-Related Information Gathering.

Anna Jurek, Yaxin Bi, Maurice D. Mulvenna

Proceedings of the IEEE Joint Intelligence and Security Informatics Conference, 2014

Evidential Fusion for Sentiment Polarity Classification.

Yaxin Bi

Proceedings of the Belief Functions: Theory and Applications, 2014

2013

An Anomaly Analysis Method Based on Morphological Features.

Xiangzeng Kong, Yaxin Bi, David H. Glass

Proceedings of the IEEE International Conference on Systems, 2013

Application of a Cluster-Based Classifier Ensemble to Activity Recognition in Smart Homes.

Anna Jurek, Yaxin Bi, Chris D. Nugent, Shengli Wu

Proceedings of the Ambient Assisted Living and Active Aging, 2013

2012

The impact of diversity on the accuracy of evidential classifier ensembles.

Yaxin Bi

Int. J. Approx. Reason., 2012

Product-cost modelling approach for the development of a decision support system for optimal roofing material selection.

Sazzadur Rahman, Henry Odeyinka, Srinath Perera, Yaxin Bi

Expert Syst. Appl., 2012

A Geometric Moving Average Martingale method for detecting changes in data streams.

Xiangzeng Kong, Yaxin Bi, David H. Glass

Proceedings of the Research and Development in Intelligent Systems XXIX, 2012

Extended Twofold-LDA Model for Two Aspects in One Sentence.

Nicola Burns, Yaxin Bi, Hui Wang, Terry J. Anderson

Proceedings of the Advances on Computational Intelligence, 2012

An Evidential Framework for Associating Sensors to Activities for Activity Recognition in Smart Homes.

Yaxin Bi, Chris D. Nugent, Jing Liao

Proceedings of the Advances in Computational Intelligence, 2012

A Cluster-Based Classifier Ensemble as an Alternative to the Nearest Neighbor Ensemble.

Anna Jurek, Yaxin Bi, Shengli Wu, Chris D. Nugent

Proceedings of the IEEE 24th International Conference on Tools with Artificial Intelligence, 2012

Adaptive Data Fusion Methods for Dynamic Search Environments.

Shengli Wu, Yuping Xing, Jieyu Li, Yaxin Bi

Proceedings of the Information Retrieval Technology, 2012

2011

Using the Dempster-Shafer Theory of Evidence With a Revised Lattice Structure for Activity Recognition.

Jing Liao, Yaxin Bi, Chris D. Nugent

IEEE Trans. Inf. Technol. Biomed., 2011

A Twofold-LDA Model for Customer Review Analysis.

Nicola Burns, Yaxin Bi, Hui Wang, Terry J. Anderson

Proceedings of the 2011 IEEE/WIC/ACM International Conference on Web Intelligence, 2011

Classification by Cluster Analysis: A New Meta-Learning Based Approach.

Anna Jurek, Yaxin Bi, Shengli Wu, Chris D. Nugent

Proceedings of the Multiple Classifier Systems - 10th International Workshop, 2011

Analyzing the Relationship between Diversity and Evidential Fusion Accuracy.

Yaxin Bi

Proceedings of the Multiple Classifier Systems - 10th International Workshop, 2011

Wavelet-Based Method for Detecting Seismic Anomalies in DEMETER Satellite Data.

Pan Xiong, Xingfa Gu, Xuhui Shen, Xuemin Zhang, Chunli Kang, Yaxin Bi

Proceedings of the Knowledge Science, Engineering and Management, 2011

Weight Factor Algorithms for Activity Recognition in Lattice-Based Sensor Fusion.

Jing Liao, Yaxin Bi, Chris D. Nugent

Proceedings of the Knowledge Science, Engineering and Management, 2011

Sentiment Analysis of Customer Reviews: Balanced versus Unbalanced Datasets.

Nicola Burns, Yaxin Bi, Hui Wang, Terry J. Anderson

Proceedings of the Knowledge-Based and Intelligent Information and Engineering Systems, 2011

A Weight Factor Algorithm for Activity Recognition Utilizing a Lattice-Based Reasoning Structure.

Jing Liao, Yaxin Bi, Chris D. Nugent

Proceedings of the IEEE 23rd International Conference on Tools with Artificial Intelligence, 2011

Classification by Clusters Analysis - An Ensemble Technique in a Semi-supervised Classification.

Anna Jurek, Yaxin Bi, Shengli Wu, Chris D. Nugent

Proceedings of the IEEE 23rd International Conference on Tools with Artificial Intelligence, 2011

Combination of Evidence-Based Classifiers for Text Categorization.

Yaxin Bi, Shengli Wu, Hui Wang, Gongde Guo

Proceedings of the IEEE 23rd International Conference on Tools with Artificial Intelligence, 2011

The Linear Combination Data Fusion Method in Information Retrieval.

Shengli Wu, Yaxin Bi, Xiaoqin Zeng

Proceedings of the Database and Expert Systems Applications, 2011

Using the Euclidean Distance for Retrieval Evaluation.

Shengli Wu, Yaxin Bi, Xiaoqin Zeng

Proceedings of the Advances in Databases - 28th British National Conference on Databases, 2011

2010

Preface.

Yaxin Bi, Mary-Anne Williams

Int. J. Softw. Informatics, 2010

Retrieval Result Presentation and Evaluation.

Shengli Wu, Yaxin Bi, Xiaoqin Zeng

Proceedings of the Knowledge Science, 2010

Behavioural Rule Discovery from Swarm Systems.

David Stoops, Hui Wang, George Moore, Yaxin Bi

Proceedings of the Knowledge Science, 2010

Reasoning Activity for Smart Homes Using a Lattice-Based Evidential Structure.

Jing Liao, Yaxin Bi, Chris D. Nugent

Proceedings of the Knowledge Science, 2010

Rough Analysis for Knowledge Discovery in a Simplified Earthquake Database.

Yaxin Bi, Shengli Wu, Xuhui Shen, Jiwen Guan

Proceedings of the Integrated Uncertainty Management and Applications [revised papers from the International Symposium on Integrated Uncertainty Management and Applications, 2010

Measuring Impact of Diversity of Classifiers on the Accuracy of Evidential Ensemble Classifiers.

Yaxin Bi, Shengli Wu

Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems. Theory and Methods, 2010

Activity Recognition for Smart Homes Using Dempster-Shafer Theory of Evidence Based on a Revised Lattice Structure.

Jing Liao, Yaxin Bi, Chris D. Nugent

Proceedings of the Sixth International Conference on Intelligent Environments, 2010

A Meta Learning Approach: Classification by Cluster Analysis.

Anna Jurek, Yaxin Bi, Shengli Wu, Chris D. Nugent

Proceedings of the Artificial Intelligence: Methodology, 2010

2009

Assigning appropriate weights for the linear combination data fusion method in information retrieval.

Shengli Wu, Yaxin Bi, Xiaoqin Zeng, Lixin Han

Inf. Process. Manag., 2009

The Cubic Regression Model for Merging Results from Multiple Text Databases.

Shengli Wu, Yaxin Bi, Jun Liu

Proceedings of the Fifth International Conference on Semantics, Knowledge and Grid, 2009

A Wavelet-Based Method for Detecting Seismic Anomalies in Remote Sensing Satellite Data.

Pan Xiong, Yaxin Bi, Xuhui Shen

Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2009

A Comparative Analysis for Detecting Seismic Anomalies in Data Sequences of Outgoing Longwave Radiation.

Yaxin Bi, Shengli Wu, Pan Xiong, Xuhui Shen

Proceedings of the Knowledge Science, 2009

Study of Outgoing Longwave Radiation Anomalies Associated with Two Earthquakes in China Using Wavelet Maxima.

Pan Xiong, Yaxin Bi, Xuhui Shen

Proceedings of the Hybrid Artificial Intelligence Systems, 4th International Conference, 2009

2008

Uncertainty Reasoning in Rough Knowledge Discovery.

Yaxin Bi, Xuhui Shen, Shengli Wu

Proceedings of the Interval / Probabilistic Uncertainty and Non-Classical Logics, 2008

An efficient triplet-based algorithm for evidential reasoning.

Yaxin Bi

Int. J. Intell. Syst., 2008

The combination of multiple classifiers using an evidential reasoning approach.

Yaxin Bi, Jiwen Guan, David A. Bell

Artif. Intell., 2008

Combining Classifiers through Triplet-Based Belief Functions.

Yaxin Bi, Shengli Wu, Xuhui Shen, Pan Xiong

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2008

Performance Weights for the Linear Combination Data Fusion Method in Information Retrieval.

Shengli Wu, Qili Zhou, Yaxin Bi, Xiaoqin Zeng

Proceedings of the Foundations of Intelligent Systems, 17th International Symposium, 2008

Classifier Combination Using a Class-indifferent Method.

Yaxin Bi, Shengli Wu, Pan Xiong, Xuhui Shen

Proceedings of the ECAI 2008, 2008

The Experiments with the Linear Combination Data Fusion Method in Information Retrieval.

Shengli Wu, Yaxin Bi, Xiaoqin Zeng, Lixin Han

Proceedings of the Progress in WWW Research and Development, 2008

2007

Combining Multiple Classifiers Using Dempster's Rule for Text Categorization.

Yaxin Bi, David A. Bell, Hui Wang, Gongde Guo, Jiwen Guan

Appl. Artif. Intell., 2007

Applying statistical principles to data fusion in information retrieval.

Shengli Wu, Yaxin Bi, Sally I. McClean

Proceedings of the IEEE International Conference on Systems, 2007

Combining Prioritized Decisions in Classification.

Yaxin Bi, Shengli Wu, Gongde Guo

Proceedings of the Modeling Decisions for Artificial Intelligence, 2007

Regression Relevance Models for Data Fusion.

Shengli Wu, Yaxin Bi, Sally I. McClean

Proceedings of the 18th International Workshop on Database and Expert Systems Applications (DEXA 2007), 2007

2006

Using <i>k</i>NN model for automatic text categorization.

Gongde Guo, Hui Wang, David A. Bell, Yaxin Bi, Kieran Greer

Soft Comput., 2006

Combining rough decisions for intelligent text mining using Dempster's rule.

Yaxin Bi, Sally I. McClean, Terry J. Anderson

Artif. Intell. Rev., 2006

An Efficient Triplet-based Algorithm for Evidential Reasoning.

Yaxin Bi, Jiwen Guan

Proceedings of the UAI '06, 2006

An evidential approach in ensembles.

Yaxin Bi, Werner Dubitzky

Proceedings of the 2006 ACM Symposium on Applied Computing (SAC), 2006

Combining Multiple Sets of Rules for Improving Classification Via Measuring Their Closenesses.

Yaxin Bi, Shengli Wu, Xuming Huang, Gongde Guo

Proceedings of the PRICAI 2006: Trends in Artificial Intelligence, 2006

An Effective Combination of Multiple Classifiers for Toxicity Prediction.

Gongde Guo, Daniel Neagu, Xuming Huang, Yaxin Bi

Proceedings of the Fuzzy Systems and Knowledge Discovery, Third International Conference, 2006

Evaluating Score Normalization Methods in Data Fusion.

Shengli Wu, Fabio Crestani, Yaxin Bi

Proceedings of the Information Retrieval Technology, 2006

On Combining Multiple Classifiers Using an Evidential Approach.

Yaxin Bi, Sally I. McClean, Terry J. Anderson

Proceedings of the Proceedings, 2006

2005

Combining multiple classifiers for text categorization using the Dempster-Shafer theory of evidence.

Yaxin Bi

PhD thesis, 2005

On Combining Classifier Mass Functions for Text Categorization.

David A. Bell, J. W. Guan, Yaxin Bi

IEEE Trans. Knowl. Data Eng., 2005

Three-Dimension Model for Developing a Nutrition, Lifestyle and Health Database.

Colin A. Boreham, Werner Dubitzky, Paula J. Robson, Julie M. Wallace, Yaxin Bi

Proceedings of The 2005 International Conference on Information and Knowledge Engineering, 2005

Improving Classification Decisions by Multiple Knowledge.

Yaxin Bi, Sally I. McClean, Terry J. Anderson

Proceedings of the 17th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2005), 2005

2004

Combining Multiple Classifiers Using Dempster's Rule of Combination for Text Categorization.

Yaxin Bi, David A. Bell, Hui Wang, Gongde Guo, Kieran Greer

Proceedings of the Modeling Decisions for Artificial Intelligence, 2004

Combining Evidence from Classifiers in Text Categorization.

Yaxin Bi, David A. Bell, Jiwen Guan

Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2004

Combining Rules for Text Categorization Using Dempster's Rule of Combination.

Yaxin Bi, Terry J. Anderson, Sally I. McClean

Proceedings of the Intelligent Data Engineering and Automated Learning, 2004

Classification Decision Combination for Text Categorization: An Experimental Study.

Yaxin Bi, David A. Bell, Hui Wang, Gongde Guo, Werner Dubitzky

Proceedings of the Database and Expert Systems Applications, 15th International Conference, 2004

An kNN Model-Based Approach and Its Application in Text Categorization.

Gongde Guo, Hui Wang, David A. Bell, Yaxin Bi, Kieran Greer

Proceedings of the Computational Linguistics and Intelligent Text Processing, 2004

Multiple Sets of Rules for Text Categorization.

Yaxin Bi, Terry J. Anderson, Sally I. McClean

Proceedings of the Advances in Information Systems, Third International Conference, 2004

2003

A rough set model with ontologies for discovering maximal association rules in document collections.

Yaxin Bi, Terry J. Anderson, Sally I. McClean

Knowl. Based Syst., 2003

Ontology-Based Access to Distributed Statistical Databases.

Yaxin Bi, David A. Bell, Joanne Lamb, Kieran Greer

Proceedings of the Advances in Web-Age Information Management, 2003

Visual Querying with Ontologies for Distributed Statistical Databases.

Yaxin Bi, David A. Bell, Joanne Lamb, Kieran Greer

Proceedings of the Database and Expert Systems Applications, 14th International Conference, 2003

KNN Model-Based Approach in Classification.

Gongde Guo, Hui Wang, David A. Bell, Yaxin Bi, Kieran Greer

Proceedings of the On The Move to Meaningful Internet Systems 2003: CoopIS, DOA, and ODBASE, 2003

Aggregate Table-Driven Querying via Navigation Ontologies in Distributed Statistical Databases.

Yaxin Bi, David A. Bell, Joanne Lamb

Proceedings of the New Horizons in Information Management, 2003

2002

An XML approach for legacy code reuse.

Yaxin Bi, M. Elizabeth C. Hull, Peter N. Nicholl

J. Syst. Softw., 2002

The MISSION Client: Navigating Ontology Information for Query Formulation and Publication in Distributed Statistical Information Systems.

Yaxin Bi

Proceedings of the COMPSTAT 2002, 2002