Research explorer tool

22 results

Semantic-Aware Real-Time Correlation Tracking Framework for UAV Videos

Journal Article
Xue, X., Li, Y., Yin, X., Shang, C., Peng, T., & Shen, Q. (in press)
Semantic-Aware Real-Time Correlation Tracking Framework for UAV Videos. IEEE Transactions on Cybernetics, 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 ...

A tool for generating synthetic data

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 Systemshttps://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 da...

Visualization of Online Datasets

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 mo...

Visualization of Online Datasets

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 im...

Towards a Synthetic Data Generator for Matching Decision Trees

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...

An Approach to a Laser-Touchscreen System

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 p...

An approach to using a laser pointer as a mouse

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 presentation...

Feature selection Inspired classifier ensemble reduction.

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 per...

A comparison of techniques for name matching

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...

A rule based taxonomy of dirty data.

Journal Article
Li, L., Peng, T., & Kennedy, J. (2011)
A rule based taxonomy of dirty data. GSTF journal on computing, 1(2), 140-148
There is a growing awareness that high quality of data is a key to today’s business success and that dirty data existing within data sources is one of the causes of poor data ...

Date


11 results

Privacy-preserving systems around trust and identity within smart phones

2021 - date
Sam Grierson | Director of Studies: Prof Bill Buchanan | Second Supervisor: Dr Craig Thomson

Work-based learning environments (WBLE) for fostering industry-relevant skills and optimal economic performance.

2021 - date
John Marshall | Director of Studies: Dr Colin Smith | Second Supervisor: Dr Peter Cruickshank

A new approach to engineering secure microservices-in IoT applications with blockchain and distributed ledger technologies

2021 - date
Chukwunonso Ngwu | Director of Studies: Dr Zakwan Jaroucheh | Second Supervisor: Prof Ahmed Al-Dubai

Enhancing Trust in Collaborative Intrusion Detection Systems through the use of Distributed Ledger Technologies

2020 - date
Owen Cutajar | Director of Studies: Dr Naghmeh Moradpoor Sheykhkanloo | Second Supervisor: Dr Zakwan Jaroucheh

Towards a Novel Multi-Modal Arabic Sentiment Analysis Framework: Integrating Dependency-Grammar Rules and Deep Learning Based Models

2020 - date
Arwa Diwali | Director of Studies: Prof Amir Hussain | Second Supervisor: Dr Taoxin Peng

A closer look at adaptation mechanisms in simulated environment-driven evolutionary swarm robotics

2013 - 2018
Swarm robotics is a special case within the general field of robotics. The distributed nature makes it...
Dr Andreas Steyven | Director of Studies: Prof Emma Hart | Second Supervisor: Prof Ben Paechter

Embedded document security using sticky policies and identity based encryption

2013 - 2019
As we move into storing data within a public cloud infrastructure we reduce the defences and must embed security into the ...
Grzegorz Spyra | Director of Studies: Prof Bill Buchanan | Second Supervisor: Dr Elias Ekonomou

Reliable and energy efficient mechanisms for wireless sensor networks

2013 - 2019
Mr Alsnousi Ali | Director of Studies: Prof Ahmed Al-Dubai | Second Supervisor: Dr Imed Romdhani

Test-bed and evaluation of a home-based adverse event prediction infrastructure

2013 - 2021
The "Frailty Framework" is the development of a next generation health assessment and predictive analysis system. It will...
Adrian Smales | Director of Studies: Prof Bill Buchanan | Second Supervisor: Alistair Lawson

Data quality and data cleaning in database applications

2008 - 2012
Today, data plays an important role in people’s daily activities. With the help of some database applications such as decision support systems an...
Lin Li | Director of Studies: Dr Taoxin Peng | Second Supervisor: Prof Jessie Kennedy

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