David McLean

According to our database, David McLean authored at least 45 papers between 1995 and 2022.

Collaborative distances:

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

2022

Building Actionable Personas Using Machine Learning Techniques.

Muhammed Umar Farrukh, Richard E. Wainwright, Keeley A. Crockett, David McLean, Neil Dagnall

Proceedings of the IEEE Symposium Series on Computational Intelligence, 2022

2020

A Semantic and Syntactic Similarity Measure for Political Tweets.

Claire Little, David Mclean, Keeley A. Crockett, Bruce Edmonds

IEEE Access, 2020

2018

A Heuristic Based Pre-processing Methodology for Short Text Similarity Measures in Microblogs.

Noufa Alnajran, Keeley A. Crockett, David McLean, Annabel Latham

Proceedings of the 20th IEEE International Conference on High Performance Computing and Communications; 16th IEEE International Conference on Smart City; 4th IEEE International Conference on Data Science and Systems, 2018

An Empirical Performance Evaluation of Semantic-Based Similarity Measures in Microblogging Social Media.

Noufa Alnajran, Keeley A. Crockett, David McLean, Annabel Latham

Proceedings of the 5th IEEE/ACM International Conference on Big Data Computing Applications and Technologies, 2018

2017

Cluster Analysis of Twitter Data: A Review of Algorithms.

Noufa Alnajran, Keeley A. Crockett, David McLean, Annabel Latham

Proceedings of the 9th International Conference on Agents and Artificial Intelligence, 2017

2015

An automatic corpus based method for a building Multiple Fuzzy Word Dataset.

David Chandran, Keeley A. Crockett, David Mclean, Alan Crispin

Proceedings of the 2015 IEEE International Conference on Fuzzy Systems, 2015

2014

An adaptation algorithm for an intelligent natural language tutoring system.

Annabel Latham, Keeley A. Crockett, David McLean

Comput. Educ., 2014

On the creation of a fuzzy dataset for the evaluation of fuzzy semantic similarity measures.

David Chandran, Keeley A. Crockett, David McLean

Proceedings of the IEEE International Conference on Fuzzy Systems, 2014

2013

Profiling Student Learning Styles with Multilayer Perceptron Neural Networks.

Annabel Latham, Keeley A. Crockett, David McLean

Proceedings of the IEEE International Conference on Systems, 2013

Multi-Agent Temporary Logic Based at Non-linear Time and Imitating Uncertainty via Agents' Interaction.

David McLean, Vladimir V. Rybakov

Proceedings of the Artificial Intelligence and Soft Computing, 2013

A fuzzy model for predicting learning styles using behavioral cues in an conversational intelligent tutoring system.

Keeley A. Crockett, Annabel Latham, David McLean, James O'Shea

Proceedings of the FUZZ-IEEE 2013, 2013

FAST: A fuzzy semantic sentence similarity measure.

David Chandran, Keeley A. Crockett, David McLean, Zuhair Bandar

Proceedings of the FUZZ-IEEE 2013, 2013

2012

Adaptive Tutoring in an Intelligent Conversational Agent System.

Annabel Latham, Keeley A. Crockett, David McLean, Bruce Edmonds

Trans. Comput. Collect. Intell., 2012

A conversational intelligent tutoring system to automatically predict learning styles.

Annabel Latham, Keeley A. Crockett, David McLean, Bruce Edmonds

Comput. Educ., 2012

2011

Using Properties to Compare Both Words and Clauses.

David M. Pearce, Zuhair Bandar, David McLean

Proceedings of the Agent and Multi-Agent Systems: Technologies and Applications, 2011

Oscar: An Intelligent Adaptive Conversational Agent Tutoring System.

Annabel Latham, Keeley A. Crockett, David McLean, Bruce Edmonds

Proceedings of the Agent and Multi-Agent Systems: Technologies and Applications, 2011

An Application of Pattern Matching Stemmer in Arabic Dialogue System.

Mohammad Hijjawi, Zuhair Bandar, Keeley A. Crockett, David McLean

Proceedings of the Agent and Multi-Agent Systems: Technologies and Applications, 2011

On predicting learning styles in conversational intelligent tutoring systems using fuzzy classification trees.

Keeley A. Crockett, Annabel Latham, David McLean, Zuhair Bandar, James O'Shea

Proceedings of the FUZZ-IEEE 2011, 2011

2010

Benchmarking short text semantic similarity.

James O'Shea, Zuhair Bandar, Keeley A. Crockett, David McLean

Int. J. Intell. Inf. Database Syst., 2010

Rule extraction from neural networks for medical domains.

Darren Dancey, Zuhair Bandar, David McLean

Proceedings of the International Joint Conference on Neural Networks, 2010

Predicting Learning Styles in a Conversational Intelligent Tutoring System.

Annabel Latham, Keeley A. Crockett, David McLean, Bruce Edmonds

Proceedings of the Advances in Web-Based Learning - ICWL 2010, 2010

Commercialisation of an artificially intelligent deception detection system in the current security climate.

David McLean, Zuhair Bandar, Jim O'Shea, Keeley A. Crockett

Proceedings of the FUZZ-IEEE 2010, 2010

Oscar: An intelligent conversational agent tutor to estimate learning styles.

Annabel Latham, Keeley A. Crockett, David McLean, Bruce Edmonds, Karen O'Shea

Proceedings of the FUZZ-IEEE 2010, 2010

Goal Orientated Conversational Agents - The rocky road to commercialization.

Keeley A. Crockett, Zuhair Bandar, Jim O'Shea, David McLean

Proceedings of the FUZZ-IEEE 2010, 2010

2008

A Comparative Study of Two Short Text Semantic Similarity Measures.

James O'Shea, Zuhair Bandar, Keeley A. Crockett, David McLean

Proceedings of the Agent and Multi-Agent Systems: Technologies and Applications, 2008

2007

Logistic Model Tree Extraction From Artificial Neural Networks.

Darren Dancey, Zuhair Bandar, David McLean

IEEE Trans. Syst. Man Cybern. Part B, 2007

Charting the behavioural state of a person using a backpropagation neural network.

Janet Rothwell, Zuhair Bandar, James O'Shea, David McLean

Neural Comput. Appl., 2007

On the Optimization of T-norm parameters within Fuzzy Decision Trees.

Keeley A. Crockett, Zuhair Bandar, David McLean

Proceedings of the FUZZ-IEEE 2007, 2007

2006

On global-local artificial neural networks for function approximation.

David Wedge, David M. Ingram, David McLean, Clive G. Mingham, Zuhair Bandar

IEEE Trans. Neural Networks, 2006

Sentence Similarity Based on Semantic Nets and Corpus Statistics.

Yuhua Li, David McLean, Zuhair Bandar, James O'Shea, Keeley A. Crockett

IEEE Trans. Knowl. Data Eng., 2006

On constructing a fuzzy inference framework using crisp decision trees.

Keeley A. Crockett, Zuhair Bandar, David McLean, James O'Shea

Fuzzy Sets Syst., 2006

2005

A Global-Local Artificial Neural Network with Application to Wave Overtopping Prediction.

David Wedge, David M. Ingram, David McLean, Clive G. Mingham, Zuhair Bandar

Proceedings of the Artificial Neural Networks: Formal Models and Their Applications, 2005

2004

A Method for Measuring Sentence Similarity and iIts Application to Conversational Agents.

Yuhua Li, Zuhair Bandar, David McLean, James O'Shea

Proceedings of the Seventeenth International Florida Artificial Intelligence Research Society Conference, 2004

Decision Tree Extraction from Trained Neural Networks.

Darren Dancey, David McLean, Zuhair Bandar

Proceedings of the Seventeenth International Florida Artificial Intelligence Research Society Conference, 2004

Strategies For Fuzzy Inference within Classifier Systems.

Keeley A. Crockett, Zuhair Bandar, David McLean

Proceedings of the Seventeenth International Florida Artificial Intelligence Research Society Conference, 2004

2003

An Approach for Measuring Semantic Similarity between Words Using Multiple Information Sources.

Yuhua Li, Zuhair Bandar, David McLean

IEEE Trans. Knowl. Data Eng., 2003

2002

Measuring Semantic Similarity Between Words Using Lexical Knowledge and Neural Networks.

Yuhua Li, Zuhair Bandar, David McLean

Proceedings of the Intelligent Data Engineering and Automated Learning, 2002

Combining multiple decision trees using fuzzy-neural inference.

Keeley A. Crockett, Zuhair Bandar, David Mclean

Proceedings of the 2002 IEEE International Conference on Fuzzy Systems, 2002

2001

Growing a Fuzzy Decision Forest.

Keeley A. Crockett, Zuhair Bandar, David McLean

Proceedings of the 10th IEEE International Conference on Fuzzy Systems, 2001

1999

Decision boundary modelling-a constructive algorithm for high precision real world data models.

David McLean, Zuhair Bandar, James O'Shea

Proceedings of the International Joint Conference Neural Networks, 1999

Improving Generalisation Using Modular Neural Networks.

David McLean, Zuhair Bandar, Jim O'Shea

Proceedings of the International Conference on Artificial Neural Nets and Genetic Algorithms, 1999

Comparative Testing of Hyper-Planar Classifiers on Continuous Data Domains.

David McLean, Zuhair Bandar

Proceedings of the International Conference on Artificial Neural Nets and Genetic Algorithms, 1999

1998

An empirical comparison of back propagation and the RDSE algorithm on continuously valued real world data.

David McLean, Zuhair Bandar, James O'Shea

Neural Networks, 1998

1997

The Evolution of a Feedforward Neural Network trained under Backpropagation.

David McLean, Zuhair Bandar, James D. O'Shea

Proceedings of the International Conference on Artificial Neural Nets and Genetic Algorithms, 1997

1995

Improving generalisation in continuous data domains.

David McLean

PhD thesis, 1995