Ulster University Logo

Ulster Institutional Repository

Browse by Ulster Authors and Editors

Biomedical Sciences Research Institute Computer Science Research Institute Environmental Sciences Research Institute Nanotechnology & Advanced Materials Research Institute
Up a level
Export as [feed] RSS 2.0 [feed] RSS 1.0 [feed] Atom
Group by: Date | Item Type | No Grouping
Number of items: 58.

Book (authored)

Li, Yuhua, Bandar, Zuhair and Mclean, David (2002) Measuring semantic similarity between words using lexical knowledge and neural networks. SPRINGER-VERLAG BERLIN, HEIDELBERGER PLATZ 3, D-14197 BERLIN, GERMANY. 6 pp ISBN 3-540-44025-9 [Book (authored)]

Book section

Goel, Garima, Maguire, Liam, Li, Yuhua and McLoone, Sean (2013) Evaluation of Sampling Methods for Learning from Imbalanced Data. In: Lecture Notes in Computer Science: Intelligent Computing Theories. Springer, pp. 392-401. ISBN 978-3-642-39478-2 [Book section]

Raza, Haider, Prasad, Girijesh and Li, Yuhua (2013) EWMA Based Two-Stage Dataset Shift-Detection in Non-stationary Environments. In: Artificial Intelligence Applications and Innovations. (Eds: Papadopoulos, Harris, Andreou, Andreas. S., IIiadis, Lazaros and Maglogiannis, IIias), Springer, London, pp. 625-635. ISBN 978-3-642-41141-0 [Book section]

Xiong, Jianlin and Li, Yuhua (2012) An Investigation of the Performance of Informative Samples Preservation Methods. In: Lecture Notes in Electrical Engineering: Recent Advances in Computer Science and Information Engineering. Springer, pp. 13-18. ISBN na [Book section]

Conference contribution

Cao, Yi, Li, Yuhua, Coleman, SA, Belatreche, Ammar and McGinnity, TM (2014) Detecting Price Manipulation in the Financial Market. In: IEEE Computational Intelligence for Financial Engineering and Economics 2014, Canary Wharf, London. IEEE. 8 pp. [Conference contribution]

Cao, Yi, Li, Yuhua, Coleman, SA, Belatreche, Ammar and McGinnity, TM (2014) Detecting Wash Trade in the Financial Market. In: IEEE Computational Intelligence for Financial Engineering and Economics , Canary Wharf, London. IEEE. 7 pp. [Conference contribution]

Ding, Xuemei, Li, Yuhua, Belatreche, Ammar and Maguire, Liam (2014) A locally adaptive boundary evolution algorithm for novelty detection using level set methods. In: IEEE 2014 International Joint Conference on Neural Networks (IJCNN), Beijing, China. IEEE. 7 pp. [Conference contribution]

Fan , Sun, Belatreche, Ammar, Coleman, SA, McGinnity, TM and Li, Yuhua (2014) Pre-processing Online Financial Text for Sentiment Classification: A Natural Language Processing Approach. In: IEEE Computational Intelligence for Financial Engineering and Economics . IEEE. 8 pp. [Conference contribution]

Gerlein, Eduardo, McGinnity, TM, Belatreche, Ammar, Coleman, SA and Li, Yuhua (2014) Hardware-based Agent Modelling: Event-Driven Reactive Architecture (EDRA). In: 13th International Conference on Autonomous Agents and Multi-agent Systems, Paris, France. ACM . 2 pp. [Conference contribution]

Gerlein, Eduardo, McGinnity, TM, Belatreche, Ammar, Coleman, SA and Li, Yuhua (2014) Multi-agent Pre-trade Analysis Acceleration in FPGA. In: IEEE Computational Intelligence for Financial Engineering and Economics , Canary Wharf, London. IEEE. 8 pp. [Conference contribution]

Liu, J, Harkin, Jim, Li, Yuhua, Maguire, Liam and Linares-Barranco, Alejandro (2014) Low Overhead Monitor Mechanism for Fault-tolerant Analysis of NoC. In: IEEE 8th International Symposium on Embedded Multicore/Many-core Systems-on-Chip (MCSoC-14) , Aizu-Wakamatsu, Japan. IEEE. 8 pp. [Conference contribution]

Liu, Junxiu, Harkin, Jim, Li, Yuhua and Maguire, Liam (2014) Online Fault Detection for Networks-on-Chip Interconnect. In: NASA/ESA Conference on Adaptive Hardware and Systems (AHS-2014), Leicester, UK. IEEE. 8 pp. [Conference contribution]

McDonald, Scott, Coleman, SA, McGinnity, TM, Li, Yuhua and Belatreche, Ammar (2014) A Comparison of Forecasting Approaches for Capital Markets. In: IEEE Computational Intelligence for Financial Engineering and Economics. IEEE. 8 pp. [Conference contribution]

Raza, Haider, Prasad, Girijesh, Li, Yuhua and Cecotti, Hubert (2014) Toward Transductive Learning Classifiers for Non-Stationary EEG. In: 36nd International IEEE Conference of the Engineering in Medicine and Biology Society, Chicago, USA. IEEE. 1 pp. [Conference contribution]

Shynkevich, Yauheniya, McGinnity, TM, Coleman, SA, Li, Yuhua and Belatreche, Ammar (2014) Forecasting stock price directional movements using technical indicators: investigating window size effects on one-step-ahead forecasting. In: IEEE Computational Intelligence for Financial Engineering and Economics , Canary Wharf, London. IEEE. 8 pp. [Conference contribution]

Taherkhani, Aboozar, Belatreche, Ammar, Li, Yuhua and Maguire, Liam (2014) A new biologically plausible supervised learning method for spiking neurons. In: 22st European Symposium on Artificial Neural Networks, Computational Intelligence And Machine Learning, Bruges, Belgium. i6doc.com publ.. 6 pp. [Conference contribution]

Cao, Yi, Li, Yuhua, Coleman, Sonya, Belatreche, Ammar and McGinnity, Martin (2013) A Hidden Markov Model with Abnormal States for Detecting Stock Price Manipulation. In: IEEE International Conference on Systems, Man, and Cybernetics, Manchester. IEEE. 6 pp. [Conference contribution]

Ding, Xuemei, Li, Yuhua, Belatreche, Ammar and Maguire, Liam (2013) Novelty Detection Using Level Set Methods with Adaptive Boundaries. In: 2013 IEEE International Conference on Systems, Man, and Cybernetics, Manchester. IEEE. 6 pp. [Conference contribution]

McDonald, S, Coleman, SA, McGinnity, TM and Li, Yuhua (2013) A Hybrid Forecasting Approach Using ARIMA Models and Self-Organising Fuzzy Neural Networks for Capital Markets. In: IJCNN, Dallas, USA. IEEE. 7 pp. [Conference contribution]

Raza, Haider, Prasad, G and Li, Yuhua (2013) Dataset Shift Detection in Non-stationary Environments Using EWMA Charts. In: IEEE International Conference on Systems, Man, and Cybernetics, Manchester, UK.. IEEE. 6 pp. [Conference contribution]

Ding, Xuemei, Li, Yuhua, Belatreche, Ammar and Maguire, LP (2012) Constructing minimum volume surfaces using level set methods for novelty detection. In: International Joint Conference on Neural Networks (IJCNN), June 10-15, 2012, Brisbane, Australia, pp.3158-3163. IEEE. 6 pp. [Conference contribution]

McDonald, S, Coleman, SA, McGinnity, TM and Li, Yuhua (2012) Self-Organising Fuzzy Neural Networks for Financial Time Series Prediction. In: The 23rd Irish Conference on Artificial Intelligence and Cognitive Science, Dublin City University. Logos Verlag. 8 pp. [Conference contribution]

Sun, Fan, Belatreche, Ammar, Coleman, SA, McGinnity, TM and Li, Yuhua (2012) Evaluation of LibSVM and Mutual Information Matching Classifiers for Multi-Domain Sentiment Analysis. In: The 23rd Irish Conference on Artificial Intelligence and Cognitive Science, Dublin City University. Logos Verlag. 6 pp. [Conference contribution]

Li, Yuhua, Maguire, Liam, McCann, Michael and Johnston, Adrian (2010) Prediction performance improvement for highly imbalanced monitoring data. In: The 7th International Conference on Condition Monitoring and Machinery Failure Prevention Technologies, Stratford-upon-Avon. British Institute of Non-Destructive Testing. 8 pp. [Conference contribution]

Li, Yuhua and Maguire, Liam (2009) Dataset selection for training one-class support vector machines. In: International Conference on Computational Intelligence and Software Engineering, , 11-13 December 2009., Wuhan, China. UNSPECIFIED. 4 pp. [Conference contribution]

McCann, Michael, Li, Yuhua, Maguire, Liam and Johnston, Adrian (2009) Effective monitoring and process control in semi-conductor manufacturing using feature selection. In: International Conference on Condition Monitoring and Machinery Failure Prevention Technologies – CM/MFPT 2009, Dublin, Ireland. UNSPECIFIED. 13 pp. [Conference contribution]

Li, Yuhua (2008) A surface representation approach for novelty detection. In: IEEE International Conference on Information and Automation, Zhangjiajie, China. UNSPECIFIED. 5 pp. [Conference contribution]

Li, Yuhua (2007) Selecting extreme patterns for classifier design. In: The World Congress on Engineering Asset Management and The International Conference on Condition Monitoring, Harrogate, UK. UNSPECIFIED. 8 pp. [Conference contribution]

Zhang, Kui, Ball, Andrew, Gu, Fengshou and Li, Yuhua (2007) A hybrid model with a weighted voting scheme for feature selection in machinery condition monitoring. In: 2007 IEEE INTERNATIONAL CONFERENCE ON AUTOMATION SCIENCE AND ENGINEERING, VOLS 1-3. UNSPECIFIED. 6 pp. [Conference contribution]

Al-Hashmi, S., Gu, Fengshou, Li, Yuhua, Ball, Andrew, Fen, Tao and Liu, Ke (2004) Cavitation Detection of a centrifugal Pump Using Instantaneous Angular Speed. In: ASME 7th Biennial Conference on Engineering Systems Design and Analysis, Manchester, UK. ASME: American Society of Mechanical Engineers. Vol 3 6 pp. [Conference contribution]

El-Shtewi, Houssein F., Li, Yuhua, Gu, Fengshou and Ball, Andrew (2004) The need for a condition monitoring database management system. In: 7th Biennial Conference on Engineering Systems Design and Analysis . American Society of Mechanical Engineers. Vol 3 10 pp. [Conference contribution]

Li, Yuhua, Bandar, Zuhair, McLean, David and O’Shea, James (2004) A Method for Measuring Sentence Similarity and its Application to Conversational Agents. In: The 17th International FLAIRS Conference, Florida, USA. AAAI Press. 6 pp. [Conference contribution]

Li, Yuhua, Pont, MJ, Parikh, CR and Jones, NB (2000) Comparing the performance of three neural classifiers for use in embedded applications. In: SOFT COMPUTING TECHNIQUES AND APPLICATIONS. UNSPECIFIED. 6 pp. [Conference contribution]

Li, Yuhua, Pont, MJ, Parikh, CR and Jones, NB (2000) Using a combination of RBFN, MLP and kNN classifiers for engine misfire detection. In: SOFT COMPUTING TECHNIQUES AND APPLICATIONS. UNSPECIFIED. 6 pp. [Conference contribution]

Parikh, CR, Pont, MJ, Li, Yuhua and Jones, NB (2000) Investigating the performance of MLP classifiers where limited training data are available for some classes. In: SOFT COMPUTING TECHNIQUES AND APPLICATIONS. UNSPECIFIED. 6 pp. [Conference contribution]

Li, Yuhua, Pont, MJ and Jones, NB (1999) A comparison of the performance of radial basis function and multi-layer perceptron networks in condition monitoring and fault diagnosis applications. In: CONDITION MONITORING `99, PROCEEDINGS, SWANSA, WALES. UNSPECIFIED. 6 pp. [Conference contribution]

Parikh, CR, Pont, MJ, Li, Yuhua and Jones, NB (1999) Neural networks for condition monitoring and fault diagnosis: the effect of training data on classifier performance. In: CONDITION MONITORING `99, PROCEEDINGS. UNSPECIFIED. 7 pp. [Conference contribution]

Pont, MJ, Parikh, CR, Li, Yuhua and Wong, CP (1999) The design of embedded systems using software patterns. In: CONDITION MONITORING `99, PROCEEDINGS, SWANSA, WALES. UNSPECIFIED. 5 pp. [Conference contribution]

Internet publication

Li, Yuhua and Maguire, LP (2010) Selecting Critical Patterns Based on Local Geometrical and Statistical Information. IEEE Transactions on Pattern Analysis and Machine Intelligence, 14 pp, DOI: 10.1109/TPAMI.2010.18 [Internet publication]

Journal article

Ding, Xuemei, Li, Yuhua, Belatreche, Ammar and Maguire, LP (2014) An experimental evaluation of novelty detection methods. Neurocomputing, 135 . pp. 313-327. [Journal article]

Raza, Haider, Prasad, G and Li, Yuhua (2014) EWMA Model based Shift-Detection Methods for Detecting Covariate Shifts in Non-Stationary Environments. Pattern Recognition, Early publication . [Journal article]

Liu, J, Harkin, Jim, Li, Yuhua and Maguire, LP (2013) Online Traffic-Aware Fault Detection for Networks-on-Chip. Journal of Parallel and Distributed Systems, N/A . [Journal article]

Li, Yuhua (2011) Selecting training points for one-class support vector machines. Pattern Recognition Letters, 32 (11). pp. 1517-1522. [Journal article]

Li, Yuhua and Maguire, Liam (2011) Selecting critical patterns based on local geometrical and statistical information. IEEE Transactions on Pattern Analysis and Machine Intelligence, 33 (6). pp. 1189-1201. [Journal article]

Zhang, Kui, Ball, Andrew, Li, Yuhua and Gu, Fengshou (2011) A novel feature selection algorithm for high-dimensional condition monitoring data. The International Journal of Condition Monitoring, 1 (1). pp. 33-43. [Journal article]

Zhang, Kui, Li, Yuhua, Scarf, Philip and Ball, Andrew (2011) Feature selection for high-dimensional machinery fault diagnosis data using multiple models and Radial Basis Function networks. Neurocomputing, 74 (17). pp. 2941-2952. [Journal article]

McCann, Michael, Li, Yuhua, Maguire, Liam and Johnston, Adrian (2010) Causality Challenge: Benchmarking relevant signal components for effective monitoring and process control. Journal of Machine Learning Research: Workshop and Conference Proceedings, 6 . pp. 277-288. [Journal article]

Ben Sasi, Ahmed, Gu, Fengshou, Li, Yuhua and Ball, Andrew D (2006) A validated model for the prediction of rotor bar failure in squirrel-cage motors using instantaneous angular speed. Mechanical Systems and Signal Processing, 20 (7). pp. 1572-1589. [Journal article]

Gu, Fengshou, Yesilyurt, Isa, Li, Yuhua, Harris, Georgina and Ball, Andrew (2006) An investigation of the effects of measurement noise in the use of instantaneous angular speed for machine diagnosis. Mechanical Systems and Signal Processing, 20 (6). pp. 1444-1460. [Journal article]

Li, Yuhua, McLean, David, Bandar, Zuhair, O’Shea, James D. and Crockett, Keeley (2006) Sentence similarity based on semantic nets and corpus statistics. IEEE Transactions on Knowledge and Data Engineering, 18 (8). pp. 1138-1150. [Journal article]

Zhang, Kui, Li, Yuhua, Fan, Yibo and Ball, Andrew (2006) An Evaluation of the Potential Offered by a Relevance Vector Classifier in Fault Diagnosis. International Journal of COMADEM, 9 (4). pp. 35-40. [Journal article]

Li, Yuhua, Gu, Fengshou, Harris, Georgina, Ball, Andrew, Bennett, Nick and Travis, Ken (2005) The measurement of instantaneous angular speed. Mechanical Systems and Signal Processing, 19 (4). pp. 786-805. [Journal article]

Li, Yuhua, Bandar, Zuhair and McLean, David (2003) An approach for measuring semantic similarity between words using multiple information sources. IEEE Transactions on Knowledge and Data Engineering, 15 (4). pp. 871-882. [Journal article]

Li, Yuhua and Pont, Michael J (2002) Improving the performance of radial basis function classifiers in condition monitoring and fault diagnosis applications where 'unknown' faults may occur. Pattern Recognition Letter, 23 (5). pp. 569-577. [Journal article]

Li, Yuhua and Pont, Michael J (2002) On selecting pre-processing techniques for fault classification using neural networks. International Journal of Knowledge-Based Intelligent Engineering Systems, 6 (2). pp. 80-87. [Journal article]

Li, Yuhua, Pont, Michael J, Jones, N Barrie and Twiddle, John A (2001) Applying MLP and RBF classifiers in embedded condition monitoring and fault diagnosis applications. Transactions of the Institute of Measurement and Control, 23 (5). pp. 315-343. [Journal article]

Jones, NB and Li, Yuhua (2000) A review on condition monitoring and fault diagnosis for diesel engines. Tribotest Journal, 6 (3). pp. 267-291. [Journal article]

Li, Yuhua, Zheng, Haiqi, Jones, barrie and Pont, Michael J (1998) Multi channel rotational speed measurement: a software based approach. MEASUREMENT & CONTROL, 31 (8). pp. 229-231. [Journal article]

This list was generated on Thu Oct 30 08:54:20 2014 GMT.