Outputs (25)

Multi-Objective Evolutionary Optimisation for Prototype-Based Fuzzy Classifiers (2022)
Journal Article
Gu, X., Li, M., Shen, L., Tang, G., Ni, Q., Peng, T., & Shen, Q. (2023). Multi-Objective Evolutionary Optimisation for Prototype-Based Fuzzy Classifiers. IEEE Transactions on Fuzzy Systems, 31(5), 1703-1715. https://doi.org/10.1109/tfuzz.2022.3214241

Evolving intelligent systems (EISs), particularly, the zero-order ones have demonstrated strong performance on many real-world problems concerning data stream classification, while offering high model transparency and interpretability thanks to their... Read More about Multi-Objective Evolutionary Optimisation for Prototype-Based Fuzzy Classifiers.

Semantic-Aware Real-Time Correlation Tracking Framework for UAV Videos (2020)
Journal Article
Xue, X., Li, Y., Yin, X., Shang, C., Peng, T., & Shen, Q. (2022). Semantic-Aware Real-Time Correlation Tracking Framework for UAV Videos. IEEE Transactions on Cybernetics, 52(4), 2418-2429. https://doi.org/10.1109/tcyb.2020.3005453

Discriminative correlation filter (DCF) has contributed tremendously to address the problem of object tracking benefitting from its high computational efficiency. However, it has suffered from performance degradation in unmanned aerial vehicle (UAV)... Read More about Semantic-Aware Real-Time Correlation Tracking Framework for UAV Videos.

A tool for generating synthetic data (2018)
Conference Proceeding
Peng, T., & Telle, A. (2018). A tool for generating synthetic data. In DATA '18 Proceedings of the First International Conference on Data Science, E-learning and Information Systems. https://doi.org/10.1145/3279996.3280018

It is popular to use real-world data to evaluate data mining techniques. However, there are some disadvantages to use real-world data for such purposes. Firstly, real-world data in most domains is difficult to obtain for several reasons, such as budg... Read More about A tool for generating synthetic data.

Visualization of Online Datasets (2017)
Journal Article
Peng, T., & Downie, C. (2017). Visualization of Online Datasets. International Journal of Networked and Distributed Computing, 6(1), 11-23. https://doi.org/10.2991/ijndc.2018.6.1.2

As computing technology advances, computers are being used to orchestrate and advance wide spectrums of commercial and personal life, information visualization becomes even more significant as we immerse ourselves into the era of big data, leading to... Read More about Visualization of Online Datasets.

Visualization of Online Datasets (2017)
Conference Proceeding
Peng, T., & Downie, C. (2017). Visualization of Online Datasets. In Proceedings of 15th IEEE/ACIS International Conference on Software Engineering Research, Management and Application (SERA) (239-246)

As computing technology advances, computers are being used to orchestrate and advance wide spectrums of commercial and personal life, an element even more significant as we immerse ourselves into the era of big data, leading to an economy heavily rel... Read More about Visualization of Online Datasets.

Towards a Synthetic Data Generator for Matching Decision Trees (2016)
Conference Proceeding
Peng, T., & Hanke, F. (2016). Towards a Synthetic Data Generator for Matching Decision Trees. In Proceedings of the 18th International Conference on Enterprise Information Systems (135-141). https://doi.org/10.5220/0005829001350141

It is popular to use real-world data to evaluate or teach data mining techniques. However, there are some disadvantages to use real-world data for such purposes. Firstly, real-world data in most domains is difficult to obtain for several reasons, suc... Read More about Towards a Synthetic Data Generator for Matching Decision Trees.

An Approach to a Laser-Touchscreen System (2016)
Book Chapter
Aizeboje, J., & Peng, T. (2016). An Approach to a Laser-Touchscreen System. In Enterprise Information Systems; Lecture Notes in Business Information Processing (476-495). Cham, Switzerland: Springer. https://doi.org/10.1007/978-3-319-29133-8_23

As modern day technologies advance, so have different methods in which users can interact with computers. Computers are currently being used in combination with devices like projectors for teaching and presentations, in which the mouse and the USB wi... Read More about An Approach to a Laser-Touchscreen System.

An approach to using a laser pointer as a mouse (2015)
Conference Proceeding
Aizeboje, J., & Peng, T. (2015). An approach to using a laser pointer as a mouse. In Proceedings of the 17th International Conference on Enterprise Information Systems Volume 2 (543-552). https://doi.org/10.5220/0005378005430552

Modern technologies have evolved to present different ways users can interact with computers. Nowadays, computers and projectors are commonly used in teaching and presentations, in which the mouse and the USB wireless presenter are two of the main pr... Read More about An approach to using a laser pointer as a mouse.

Feature selection Inspired classifier ensemble reduction. (2014)
Journal Article
Diao, R., Chao, F., Peng, T., Snooke, N., & Shen, Q. (2014). Feature selection Inspired classifier ensemble reduction. IEEE Transactions on Cybernetics, 44, 1259-1268. https://doi.org/10.1109/TCYB.2013.2281820

Classifier ensembles constitute one of the main research directions in machine learning and data mining. The use of multiple classifiers generally allows better predictive performance than that achievable with a single model. Several approaches exist... Read More about Feature selection Inspired classifier ensemble reduction..

A comparison of techniques for name matching (2012)
Journal Article
Peng, T., Li, L., & Kennedy, J. (2012). A comparison of techniques for name matching. GSTF journal on computing, 2,

Information explosion is a problem for everyone nowadays. It is a great challenge to all kinds of businesses to maintain high quality of data in their information applications, such as data integration, text and web mining, information retrieval, sea... Read More about A comparison of techniques for name matching.