Professor Keeley Crockett SFHEA, SMIEE

Crockett, K., Blewett, C., Coronel, C., Morris, S. (2020) Database Principles: Fundamentals of Design, Implementation, and Management. Cengage Learning EMEA.

Crockett, K.A., Morris, S., Rob, P., Coronel, C. (2013) Database Principles: Fundamentals of Design, Implementations and Management. Cengage Learning.

O'Shea, J., Nguyen, N.T., Crockett, K., Howlett, R.J., Jain, L.C. (2011) Agent and Multi-Agent Systems: Technologies and Applications. Springer-Verlag New York Incorporated.

Rob, P., Coronel, C., Crockett, K. (2008) Database systems. Cengage Learning EMEA.

Crockett, K. (2022) 'Adaptive Psychological Profiling from Nonverbal Behavior – Why Are Ethics Just Not Enough to Build Trust?.' In Smith, A. (ed.) Women in Computational Intelligence Key Advances and Perspectives on Emerging Topics. Springer, pp. 51-75.

Crockett, K., Stoklas, S., O'Shea, J., Krügel, T., Khan, W. (2021) 'Reconciling Adapted Psychological Profiling with the New European Data Protection Legislation.' In Kruse, R., Mostaghim, S., Borgelt, C., Braune, C., Steinbrecher, M., Nürnberger, A. (ed.) Computational Intelligence: A Methodological Introduction. Springer,

Curry, C., O'Shea, J., Crockett, K. (2020) 'Do You Remember Me? Betty the Conversational Agent.' Artificial Intelligence XXXVII. SGAI 2020. Lecture Notes in Computer Science, vol 12498.. Springer,

Owda, M., Crockett, K., Alghamdi, A. (2016) 'Natural Language Interface to Relational Database (NLI-RDB) Through Object Relational Mapping (ORM).' In Angelov, P., Gegov, A., Jayne, C., Shen, Q. (ed.) Advances in Computational Intelligence Systems: Contributions Presented at the 16th UK Workshop on Computational Intelligence, September 7–9, 2016, Lancaster, UK. Springer International Publishing, pp. 449-464.

Gasir, F. (2016) 'On the Suitability of Type-1 Fuzzy Regression Tree Forests for Complex Datasets.' Springer,

Shabaz, K., O'Shea, J., Crockett, K., Latham, A. (2016) 'Aneesah: A Conversational Natural Language Interface to Databases.'

Latham, A., Crockett, K., McLean, D., Edmonds, B. (2012) 'Adaptive tutoring in an intelligent conversational agent system.' In Nguyen, N.T. (ed.) Transactions on Computational Collective Intelligence VIII. Heidelberg: Springer Verlag (Germany), pp. 146-167.

Latham, A., Crockett, K.A., McLean, D., Edmonds, B. (2011) 'Oscar: An Intelligent Adaptive Conversational Agent Tutoring System..' In O'Shea, J., Nguyen, N.T., Crockett, K.A., Howlett, R.J., Jain, L.C. (ed.) Agent and Multi-Agent Systems: Technologies and Applications - 5th KES International Conference, KES-AMSTA 2011, Manchester, UK, June 29 - July 1, 2011. Proceedings. Springer, pp. 563-572.

O'Shea, J.D., Bandar, Z., Crockett, K. (2011) 'Systems engineering and conversational agents.' In Tolk, A., Jain, L.C. (ed.) Intelligent-Based Systems Engineering. Berlin Heidelberg: Springer Science & Business Media, pp. 201-232.

Latham, A., Crockett, K. (2023) Peoples Panel for Artificial Intelligence. Manchester Metropolitan University.

Khan, W., Hussain, A., Muhammad Khan, B., Crockett, K. (2023) 'Outdoor mobility aid for people with visual impairment: obstacle detection and responsive framework for the scene perception during the outdoor mobility of people with visual impairment.' Expert Systems with Applications, 228pp. 120464-120464.

Adel, N., Crockett, K., Livesey, D., Carvalho, J.P. (2022) 'An interval type-2 fuzzy ontological similarity measure.' IEEE Access, 10pp. 81506-81521.

Crockett, K.A., Gerber, L., Latham, A., Colyer, E. (2021) 'Building Trustworthy AI Solutions: A Case for Practical Solutions for Small Businesses.' IEEE Transactions on Artificial Intelligence,

Fry, J., Griguta, V.M., Gerber, L., Slater-Petty, H., Crockett, K. (2021) 'Modelling corporate bank accounts.' Economics Letters, 205

Evans, L., Owda, M., Crockett, K., Fernandez Vilas, A. (2021) 'Credibility assessment of financial stock tweets.' Expert Systems with Applications, 168

Khan, W., Crockett, K., O'Shea, J., Hussain, A., Khan, B. (2020) 'Deception in the eyes of deceiver: a computer vision and machine learning based automated deception detection.' Expert Systems with Applications, 169pp. 114341-114341.

Little, C., McLean, D., Crockett, K., Edmonds, B. (2020) 'A Semantic and Syntactic Similarity Measure for Political Tweets.' IEEE Access, 8pp. 154095-154113.

Šesum-Čavic, V., Crockett, K., Auephanwiriyakul, S., Srinivasan, D. (2019) 'The Role of the WCI Community in the IEEE CIM: An Activity Report [Society Briefs].' IEEE Computational Intelligence Magazine, 14(4) pp. 5-7.

Evans, L., Owda, M., Crockett, K., Vilas, A.F. (2019) 'A methodology for the resolution of cashtag collisions on Twitter – A natural language processing & data fusion approach.' Expert Systems with Applications, 127pp. 353-369.

Vilas, A., Diaz Redondo, R., Crockett, K., Owda, M., Evans, L. (2018) 'Twitter permeability to financial events: an experiment towards a model for sensing irregularities.' Multimedia Tools and Applications, 78(7) pp. 9217-9245.

Khan, W., Crockett, K., Bilal, M. (2018) 'Adaptive framing based similarity measurement between time warped speech signals using Kalman filter.' International Journal of Speech Technology, 21(2) pp. 343-354.

Lee, P., Owda, M., Crockett, K. (2018) 'Novel Methods for Resolving False Positives during the Detection of Fraudulent Activities on Stock Market Financial Discussion Boards.' International Journal of Advanced Computer Science and Applications (IJACSA), 9(1)

Holmes, M., Latham, A., Crockett, K., O'Shea, J. (2017) 'Near real-time comprehension classification with artificial neural networks: decoding e-Learner non-verbal behaviour.' IEEE Transactions on Learning Technologies, 11(1) pp. 5-12.

Crockett, K.A., O'shea, J., Szekely, Z., Malamou, A., Boultadakis, G., Zoltan, S. (2017) 'Do Europe's borders need multi-faceted biometric protection.' Biometric Technology Today, 2017(7) pp. 5-8.

Crockett, K., Latham, A., Whitton, N. (2016) 'On predicting learning styles in conversational intelligent tutoring systems using fuzzy decision trees.' International Journal of Human-Computer Studies, 97pp. 98-115.

Hijjawi, M., Bandar, Z., Crockett, K. (2016) 'A General Evaluation Framework for Text Based Conversational Agent.' International Journal of Advanced Computer Science and Applications, 7

Hijjawi, M., Bandar, Z., Crockett, K. (2016) 'The Enhanced Arabchat: An Arabic Conversational Agent.' International Journal of Advanced Computer Science and Applications, 7

O Shea, K., Crockett, K., Bandar, Z., O Shea, J. (2014) 'Erratum to Natural language scripting within conversational agent design [Appl Intell, DOI 10.1007/s10489-012-0408-2].' Applied Intelligence, 40(1) pp. 198-198.

Chandran, D., Crockett, K., Mclean, D. (2014) 'On the Creation of a Fuzzy Dataset for the Evaluation of Fuzzy Semantic Similarity Measures.'

O’Shea, K. (2014) 'Natural language scripting within conversational agent design.' Applied Intelligence, 40(1) pp. 189-197.

Hijjawi, M., Bandar, Z., Crockett, K., McLean, D. (2014) 'ArabChat: An arabic conversational agent.' 2014 6th International Conference on Computer Science and Information Technology, CSIT 2014 - Proceedings, pp. 227-237.

O'Shea, K., Crockett, K., Bandar, Z., O'Shea, J. (2014) 'An approach to conversational agent design using semantic sentence similarity (vol 37, pg 558, 2012).' APPLIED INTELLIGENCE, 40(1) pp. 199-199.

Noori, Z., Bandarl, Z., Crockett, K. (2014) 'Arabic goal-oriented conversational agent based on pattern matching and knowledge trees.'

O'Shea, K., Crockett, K., Bandar, Z., O'Shea, J. (2014) 'Erratum: An approach to conversational agent design using semantic sentence similarity (Appl Intell, DOI 10.1007/s10489-012-0349-9).' Applied Intelligence, 40(1) pp. 199-199.

Muyeba, M.K., Crockett, K., Wang, W., Keane, J.A. (2014) 'A hybrid heuristic approach for attribute-oriented mining.' Decision Support Systems,

O'shea, J., Bandar, Z., Crockett, K. (2013) 'A new benchmark dataset with production methodology for short text semantic similarity algorithms.' ACM Transactions on Speech and Language Processing, 10

Almarsoomi, F.A., O'Shea, J.D., Bandar, Z., Crockett, K. (2013) 'AWSS: An algorithm for measuring Arabic word semantic similarity.' Proceedings - 2013 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2013, pp. 504-509.

Alobaidi, O.G., Crockett, K.A., O'Shea, J.D., Jarad, T.M. (2013) 'Abdullah: An intelligent arabic conversational tutoring system for modern islamic education.' Lecture Notes in Engineering and Computer Science, 2 LNECSpp. 762-768.

Chandran, D., Crockett, K., Mclean, D., Bandar, Z. (2013) 'FAST: A fuzzy semantic sentence similarity measure.' IEEE International Conference on Fuzzy Systems,

Crockett, K.A., O'Shea, J.D., Buckingham, F.J., Bandar, Z.A., MacQueen, K.M., Chen, M., Simpson, K. (2013) 'FATHOMing out interdisciplinary research transfer.' Proceedings of the 2013 IEEE Symposium on Computational Intelligence for Engineering Solutions, CIES 2013 - 2013 IEEE Symposium Series on Computational Intelligence, SSCI 2013, pp. 84-90.

Hijjawi, M., Bandar, Z., Crockett, K. (2013) 'User's utterance classification using machine learning for Arabic Conversational Agents.' 2013 5th International Conference on Computer Science and Information Technology, CSIT 2013 - Proceedings, pp. 223-232.

Latham, A., Crockett, K., McLean, D. (2013) 'An adaptation algorithm for an intelligent natural language tutoring system.' Computers and Education, 71pp. 97-110.

Muyeba, M.K., Crockett, K., Wang, W., Keane, J.A. (2013) 'A hybrid heuristic approach for attribute-oriented mining.' Decision Support Systems, 57

O’Shea, K. (2012) 'An approach to conversational agent design using semantic sentence similarity.' Applied Intelligence, 37(4) pp. 558-568.

Latham, A., Crockett, K.A., McLean, D., Edmonds, B. (2012) 'A conversational intelligent tutoring system to automatically predict learning styles..' Comput. Educ., 59pp. 95-109.

O'Shea, J., Bandar, Z., Crockett, K. (2012) 'A multi-classifier approach to dialogue act classification using function words.'

Gasir, F., Crockett, K., Bandar, Z. (2012) 'INDUCING FUZZY REGRESSION TREE FORESTS USING ARTIFICIAL IMMUNE SYSTEMS.' INTERNATIONAL JOURNAL OF UNCERTAINTY FUZZINESS AND KNOWLEDGE-BASED SYSTEMS, 20pp. 133-157.

O'Shea, J., Bandar, Z., Crockett, K. (2011) 'Systems Engineering and Conversational Agents.' Intelligent Systems Reference Library, 10pp. 201-232.

O'Shea, J., Crockett, K., Nguyen, N.T., Howlett, R.J., Jain, L.C. (2011) 'Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics): Preface.' Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 6682 LNAI

O'Shea, J., Bandar, Z., Crockett, K.A., McLean, D. (2010) 'Benchmarking short text semantic similarity..' Int. J. Intell. Inf. Database Syst., 4pp. 103-120.

Crockett, K.A., Bandar, Z., O'Shea, J., Fowdar, J. (2008) 'A fuzzy numeric inference strategy for classification and regression problems..' Int. J. Knowl. Based Intell. Eng. Syst., 12pp. 255-269.

Crockett, K.A., Bandar, Z., McLean, D., O'Shea, J. (2006) 'On constructing a fuzzy inference framework using crisp decision trees..' Fuzzy Sets Syst., 157pp. 2809-2832.

Li, Y., McLean, D., Bandar, Z., O'Shea, J., Crockett, K.A. (2006) 'Sentence Similarity Based on Semantic Nets and Corpus Statistics..' IEEE Trans. Knowl. Data Eng., 18pp. 1138-1150.

Crockett, K.A., Bandar, Z., Fowdar, J., O'Shea, J. (2006) 'Genetic tuning of fuzzy inference within fuzzy classifier systems..' Expert Syst. J. Knowl. Eng., 23pp. 63-82.

Crockett, K.A., Bandar, Z. (2004) 'A framework for optimising fuzzy inference in classifier systems.' 2004 IEEE Conference on Cybernetics and Intelligent Systems, pp. 105-110.

Latham, A., Crockett, K. (2024) 'Towards trustworthy AI: raising awareness in marginalized communities.' 30/6/2024 - 5/7/2024.

Crockett, K., Colyer, E., Coulman, L., Nunn, C., Linn, S. (2024) 'PEAs in PODs: Co-Production of Community Based Public Engagement for Data and AI Research.' 30/6/2024 - 5/7/2024. Institute of Electrical and Electronics Engineers (IEEE),

Lawton, R., Boswell, S., Crockett, K. (2023) 'The GM AI Foundry: a model for upskilling SME’s in Responsible AI.' 5/12/2023 - 8/12/2023. IEEE, pp. 1781-1787.

Nneke, N., Lloyd, H., Crockett, K. (2023) 'Quantification of explainability in black box models using complexity measures.' 14/11/2023 - 15/11/2023. IEEE,

Adel, N., Crockett, K., Carvalho, J.P. (2023) 'An investigation into fuzzy negation in semantic similarity measures.' 13/8/2023 - 17/8/2023. IEEE,

Farrukh, M.U., Wainwright, R., Crockett, K., McLean, D., Dagnall, N. (2023) 'Building Actionable Personas Using Machine Learning Techniques.' In 2022 IEEE Symposium Series on Computational Intelligence (IEEE SSCI). Singapore, 4/12/2022 - 8/12/2022. IEEE,

Crockett, K., Latham, A., Wood, M., Abberley, L., Rawsthorne, M., Attwood, S. (2023) 'Building Trust - The People's Panel for AI.' pp. 168-170.

Crockett, K., Brophy, S., Attwood, S., Monks, P., Webb, D. (2022) 'From ethical Artificial Intelligence principles to practice: a case study of university-industry collaboration.' In IEEE World Congress on Computational Intelligence 2022 - IEEE IJCNN. Italy, 18/7/2022 - 23/7/2022. IEEE,

Ishibuchi, H., Kwoh, C.K., Tan, A.H., Srinivasan, D., Miao, C., Trivedi, A., Crockett, K. (2022) 'Preface.'

Crockett, K., Colyer, E., Latham, A. (2021) 'The Ethical Landscape of Data and Artificial Intelligence: Citizen Perspectives.' In 2021 IEEE Symposium Series on Computational Intelligence (SSCI). Orlando, FL, USA, 5/12/2021 - 7/12/2021. IEEE,

Adel, N., Crockett, K., Carvalho, J., Cross, V. (2021) 'Fuzzy Influence in Fuzzy Semantic Similarity Measures.' In IEEE International Conference on Fuzzy Systems. Luxembourg, 11/7/2021 - 14/7/2021. IEEE,

Griguta, V.M., Gerber, L., Crockett, K., Slater-Petty, H., Fry, J. (2021) 'Automated Data Processing of Bank Statements for Cash Balance Forecasting.' In SAI Computing Conference 2021. 284. Virtual, 15/7/2021 - 16/7/2021. Springer, pp. 49-64.

Crockett, K., Mostaghim, S. (2021) 'Welcome to the 2021 IEEE Symposium Series on Computational Intelligence.'

Curry, C., O'Shea, J., Crockett, K. (2020) 'Do You Remember Me? Betty the Conversational Agent.' In Proceedings of the 40th SGAI International Conference on Artificial Intelligence, AI 2020. Cambridge, UK, 15/12/2020 - 17/12/2020. Springer,

Griguta, V.M., Gerber, L., Petty, H., Crockett, K., Fry, J. (2020) 'An Empirical Evaluation of Statistical and Machine Learning Based Approaches to Cash Flow Forecasting.' In ​The 31st International Conference on Database and Expert Systems Applications - DEXA2020. Bratislava, Slovakia, 14/9/2020 - 17/3/2020.

Adel, N., Crockett, K., Chandran, D., Carvalho, J. (2020) 'Interpreting Human Responses in Dialogue Systems using Fuzzy Semantic Similarity Measures.' In IEEE World Congress on Computational Intelligence - IEEE FUZZ 2020. Glasgow, UK (virtual congress), 19/7/2020 - 24/7/2020. IEEE,

Cross, V., Mokrenko, V., Crockett, K., Adel, N. (2020) 'Using Fuzzy Set Similarity in Sentence Similarity Measures.' In IEEE World Congress on Computational intelligence - IEEE FUZZ 2020. Glasgow, UK (virtual congress), 19/7/2020 - 24/7/2020. IEEE,

Yanushkevich, S., Stoica, A., Shmerko, P., Howells, W., Crockett, K., Guest, R. (2020) 'Cognitive Identity Management: Synthetic Data, Risk and Trust.' In IEEE World Congress on Computational Intelligence (WCCI) 2020. Glasgow, UK, 19/7/2020 - 24/7/2020. IEEE,

Crockett, K., O'Shea, J., Khan, W. (2020) 'Automated deception detection of males and females from non-verbal facial micro-gestures.' In IEEE World Congress on Computational Intelligence - IJCNN 2020. Glasgow, UK (virtual congress), 19/7/2020 - 24/7/2020. IEEE,

Crockett, K., Garratt, M., Latham, A., Colyer, E., Goltz, S. (2020) 'Risk and trust perceptions of the public of Artificial Intelligence applications.' In IEEE World Congress on Computational Intelligence (WCCI) - IEEE IJCNN 2020. Glasgow, UK (virtual congress), 19/7/2020 - 24/7/2020. IEEE,

Yanushkevich, S.N., Howells, W.G., Crockett, K., O'Shea, J., Oliveira, H.C.R.D., Guest, R.M., Shmerko, V.P. (2020) 'Cognitive Identity Management: Risks, Trust and Decisions using Heterogeneous Sources.' In 2019 IEEE First International Conference on Cognitive Machine Intelligence (CogMI). Los Angeles, California, USA, 12/12/2019 - 14/12/2019. IEEE, pp. 33-42.

Cross, V., Morenko, V., Crockett, K., Adel, N. (2019) 'Ontological and fuzzy set similarity between perception-based words.' In IEEE International Conference on Fuzzy Systems. New Orleans, USA, 23/6/2019 - 26/6/2019. IEEE,

Kalfay, A., Crispin, A., Crockett, K. (2019) 'Efficient heuristics for solving precedence constrained scheduling problems.' In Intelligent Systems Conference (IntelliSys) 2019. 1. London, United Kingdom, 5/9/2019 - 6/9/2019. Bi, Y., Bhatia, R., Kapoor, S. (ed.) Springer, pp. 1155-1167.

Khalfay, A., Crispin, A., Crockett, K. (2019) 'Solving the service technician routing and scheduling problem with time windows.' In Intelligent Systems Conference (IntelliSys) 2019. London, United Kingdom, 5/9/2019 - 6/9/2019. Bi, Y., Bhatia, R., Kapoor, S. (ed.) Springer, pp. 1168-1177.

Crockett, K., Goltz, S., Garratt, M., Latham, A. (2019) 'Trust in Computational Intelligence Systems: A Case Study in Public Perceptions.' In IEEE Congress on Evolutionary Computation. Wellington, New Zealand, 10/6/2019 - 13/6/2019. IEEE,

Aljameel, S., O’Shea, J., Crockett, K., Latham, A., Kaleem, M. (2019) 'LANA-I: An Arabic Conversational Intelligent Tutoring System for Children with ASD.' In CompCom: Intelligent Computing. 997. London, United Kingdom, 16/7/2019 - 17/7/2019. Arai, K., Bhatia, R., Kapoor, S. (ed.) Springer, pp. 498-516.

Abberley, L., Crockett, K., Cheng, J. (2019) 'Modelling Road Congestion using a Fuzzy System and Real-World Data for Connected and Autonomous Vehicles.' In Wireless Days 2019. Manchester, UK, 24/4/2019 - 26/4/2019. IEEE,

Adel, N., Crockett, K., Crispin, A., Carvalho, J.P., Chandran, D. (2019) 'Human Hedge Perception - and its application in Fuzzy Semantic Similarity Measures.' In IEEE International Conference on Fuzzy Systems. New Orleans, USA, 23/6/2019 - 26/6/2019. IEEE,

Alnajran, N., Crockett, K., McLean, D., Latham, A. (2018) 'A Heuristic Based Pre-processing Methodology for Short Text Similarity Measures in Microblogs.' In IEEE 20th International Conference on High Performance Computing and Communications; IEEE 16th International Conference on Smart City; IEEE 4rd International Conference on Data Science and Systems (HPCC/SmartCity/DSS),. Exeter, UK, 23/6/2018 - 30/6/2018. IEEE,

Aljameel, S., O'Shea, J., Crockett, K.A., Latham, A. (2018) 'Can LANA CITS Support Learning in Autistic Children? A case study evaluation.' In Intelligent Systems and Applications Proceedings of the 2018 Intelligent Systems Conference (IntelliSys) Volume 2. London, UK, 6/9/2018 - 7/9/2018. Springer,

Alnajran, N., Crockett, K., McLean, D., Latham, A. (2018) 'An Empirical Performance Evaluation of Semantic-Based Similarity Measures in Microblogging Social Media.' In Fifth IEEE/ACM International Conference on Big Data Computing, Applications and Technologies (BDCAT 2018). Zurich, 17/12/2018 - 20/12/2018.

Crockett, K.A., O'Shea, J., Khan, W., Bandar, Z. (2018) 'A hybrid model combining neural networks and decision tree for comprehension detection.' In 2018 International Joint Conference on Neural Networks (IJCNN). Rio de Janeiro, Brazil, 8/7/2018 - 13/7/2018. IEEE,

Adel, N., Crockett, K.A., Chandran, D., Crispin, A., Carvalho, J.P. (2018) 'FUSE (Fuzzy Similarity Measure) - A measure for determining fuzzy short text similarity using Interval Type-2 fuzzy sets.' In IEEE International Conference on Fuzzy Systems 2018. Brazil, 8/7/2018 - 13/7/2018. IEEE,

Noori, Z., Crockett, K., Bandar, Z., Al-Mousa, M. (2018) 'An Arabic Word Similarity Measure for Semantic Conversational Agents.' pp. 119-123.

Crockett, K., Stoklas, J., O’Shea, J., Krügel, T., Khan, W. (2018) 'Adapted Psychological Profiling verses the right to an explainable decision.' In IJCCI 2018 - Proceedings of the 10th International Joint Conference on Computational Intelligence.. Seville, Spain, 18/9/2018 - 20/9/2018. SCITEPRESS, pp. 14-14.

Evans, L., Owda, M., Crockett, K., Vilas, A. (2018) 'Big Data Fusion Model for Heterogeneous Financial Market Data (FinDF).' In Intelligent Systems Conference (IntelliSys) 2018. London, UK, 6/9/2018 - 7/9/2018. Springer, pp. 1085-1101.

Crockett, K.A., Goltz, S., Garratt, M. (2018) 'GDPR Impact on Computational Intelligence Research.' In IEEE World Congress on Computational Intelligence 2018 (IEEE IJCNN). Brasil, 8/7/2018 - 13/7/2018. IEEE,

O'Shea, J., Crockett, K.A., Khan, W., Kindynis, P., Antoniades, A., Boultadakis, G. (2018) 'Intelligent Deception Detection through Machine Based Interviewing.' In IEEE World Congress on Computational intelligence 2018 (IEEE IJCNN). Brazil, 8/7/2018 - 13/7/2018. IEEE,

Alnajran, N.N., Crockett, K.A., McLean, D., Latham, A. (2018) 'A Word Embedding Model Learned from Political Tweets.' pp. 177-183.

Lee, P., Owda, M., Crockett, K. (2018) 'The detection of fraud activities on the stock market through forward analysis methodology of financial discussion boards.' In Future of Information and Communication Conference (FICC) 2018. Singapore, 5/4/2018 - 6/4/2018. Springer, pp. 212-220.

Holmes, M., Latham, A.M., Crockett, K., O'Shea, J. (2018) 'Modelling e-learner comprehension within a conversational intelligent tutoring system.' In 11th IFIP TC 3 World Conference on Computers in Education (WCCE 2017). Dublin, Ireland, 3/7/2017 - 6/7/2017. Springer, pp. 251-260.

Abberley, L.F.J., Gould, N., Crockett, K., Cheng, J. (2017) 'Modelling Road Congestion using Ontologies for Big Data Analytics in Smart Cities.' 14/9/2017 - 17/9/2017. IEEE,

Owda, M., Lee, P.S., Crockett, K. (2017) 'Financial Discussion Boards Irregularities Detection System (FDBs-IDS) using Information Extraction.' 7/9/2017 - 8/9/2017. IEEE, pp. 1078-1082.

Khalfay, A., Crispin, A.J., Crockett, K. (2017) 'A review of technician and task scheduling problems, datasets and solution approaches.' 7/9/2017 - 8/9/2017.

Aljameel, S., O'Shea, J.D., Crockett, K., Latham, A. (2017) 'A Review of Current Technology-Based Intervention for School Aged Children with Autism Spectrum Disorder.' In Proceedings of SAI Intelligent Systems Conference (IntelliSys) 2016. London, UK, 21/9/2016 - 22/9/2016. Springer, pp. 868-879.

Owda, M., Crockett, K., Evans, L., Fernández-Vilas, A., Redondo, R. (2017) 'Experiment for Analysing the Impact of Financial Events on Twitter.' 21/8/2017 - 23/8/2017. Springer,

Aljameel, S., O'Shea, J., Crockett, K., Latham, A., Kaleem, M. (2017) 'Development of An Arabic Conversational Intelligent Tutoring System for Education of Children with ASD.' 26/6/2017 - 28/6/2017. IEEE,

Crockett, K., Adel, N., O'Shea, J., Crispin, A., Chandran, D., Carvalho, J.P. (2017) 'Application of Fuzzy Semantic Similarity Measures to Event Detection Within Tweets.' 9/7/2017 - 12/7/2017. IEEE,

Khalfay, A.Y., Crispin, A., Crockett, K. (2017) 'Applying the Intelligent Decision Heuristic to Solve Large Scale Technician and Task Scheduling Problems.' 72. 21/6/2017 - 23/6/2017. Springer Verlag,

Adel, N., Latham, A.M., Crockett, K. (2017) 'Towards Socially Intelligent Automated Tutors: Predicting Learning Style Dimensions from Conversational Dialogue.' In 13th IEEE International Conference on Ubiquitous Intelligence and Computing (UIC 2016). Toulouse, France, 18/7/2016 - 21/7/2016. IEEE,

Crockett, K.A., Mclean, D., Latham, A., Alnajran, N. (2017) 'Cluster Analysis of Twitter Data: A Review of Algorithms.' 2. 24/2/2017 - 26/2/2017. Science and Technology Publications (SCITEPRESS)/Springer Books, pp. 239-249.

Alnajran, N., Crockett, K., McLean, D., Latham, A. (2017) 'Cluster analysis of twitter data: A review of algorithms.' 2. pp. 239-249.

Aljameel, S., O'Shea, J.D., Crockett, K., LathaM, A. (2016) 'Survey of String Similarity Approaches and The Challenging Faced by The Arabic Language.' In The 11thIEEE International Conference on Computer Engineering and Systems (ICCES 2016). Cairo, Egypt,

Chandran, D., Crockett, K. (2016) 'Fuzzy ontologies in semantic similarity measures.' In 2016 IEEE Congress on Evolutionary Computation (CEC). Vancouver, Canada, 24/7/2016 - 29/7/2016. pp. 4942-4949.

Khalfay, A., Crispin, A.J., Crockett, K. (2016) 'Solving Technician and Task Scheduling Problems with an Intelligent Decision Heuristic.' 15/6/2016 - 17/6/2016. Springer,

O'Shea, J.D., Crockett, K., Bandar, Z., Buckingham, F. (2016) 'FATHOM: A Neural Network-based Non-verbal Human Comprehension Detection System for Learning Environments.' IEEE,

Buckingham, F.J., Crockett, K.A., Bandar, Z.A., O'Shea, J.D., MacQueen, K.M., Chen, M. (2016) 'Measuring human comprehension from nonverbal behaviour using Artificial Neural Networks.'

Lee, P., crockett, K., owda, M. (2015) 'A Financial Crime Analysis Methodology for Financial Discussion Boards using Information Extraction Techniques.'

Holmes, M., Latham, A., Crockett, K., Lewin, C., O'Shea, J. (2015) 'Hendrix: A Conversational Intelligent Tutoring System for Java Programming.' 7/9/2015 - 9/9/2015.

Chandran, D., Crockett, K., Mclean, D., Crispin, A.J. (2015) 'An automatic corpus based method for a building Multiple Fuzzy Word Dataset.' IEEE,

Alobaidi, O.G., Smieee, K.A.C., Mieee, J.D.O.S., Jarad, T.M. (2015) 'The application of learning theories into Abdullah: An intelligent Arabic conversational agent tutor.' 2. pp. 361-369.

Smith, E.V., Crockett, K., Latham, A., Buckingham, F. (2014) 'SEEKER: a conversational agent as a natural language interface to a relational database.' In World Congress on Engineering (WEC) 2014. 1. London, U.K., 2/7/2014 - 4/7/2014. International Association of Engineers (IAENG), pp. 191-196.

Wallis, P., Crockett, K., Little, C.A. (2014) 'When Things Go Wrong.' In HAIDM Third International Workshop in Conjunction with AAMAS 2014. AAMAS, Paris, France, 5/5/2014 - 9/5/2014.

Kaleem, M., O'Shea, J., Crockett, K.A. (2014) 'Word order variation and string similarity algorithm to reduce pattern scripting in pattern matching conversational agents..' IEEE, pp. 1-8.

Kaleem, M., O'Shea, J., Crockett, K. (2014) 'Word order variation and string similarity algorithm to reduce pattern scripting in pattern matching conversational agents.' 8/9/2014 - 10/9/2014.

Kaleem, M., O'Shea, J., Crockett, K. (2014) 'Development of UMAIR the Urdu Conversational Agent for Customer Service.' International Association of Engineers,

O'Shea, J.D., Crockett, , Latham, , McLean, (2013) 'A fuzzy model for predicting learning styles using behavioral cues in an conversational intelligent tutoring system..' In IEEE International Conference on Fuzzy Systems (FUZZ), 2013. Hyderabad International Convention Center (HICC) Hyderabad, India, 7/7/2013 - 10/7/2013.

Latham, A., Crockett, K., Mclean, D. (2013) 'Profiling student learning styles with multilayer perceptron neural networks.' pp. 2510-2515.

Curry, C., O'Shea, J.D., Crockett, K., Brown, L. (2013) 'The development of an ontology for reminiscence.' In 19th International Conference. 7934. Manchester, 19/6/2014 - 21/6/2013. pp. 376-379.

O'Shea, J., Bandar, Z., Crockett, K. (2013) 'Optimizing Features for Dialogue Act Classification.' In Systems, Man, and Cybernetics (SMC), 2013 IEEE International Conference on. Manchester, UK, 13/10/2013 - 16/10/2013. pp. 474-479.

Gasir, F., Bandar, Z., Crockett, K.A. (2011) 'An architecture for constructing fuzzy regression tree forests using opt-aiNet..' IEEE, pp. 283-289.

Owda, M.S., Bandar, Z., Crockett, K.A. (2011) 'Information Extraction for SQL Query Generation in the Conversation-Based Interfaces to Relational Databases (C-BIRD)..' 6682. O'Shea, J., Nguyen, N.T., Crockett, K.A., Howlett, R.J., Jain, L.C. (ed.) Springer, pp. 44-53.

O'Shea, J., Bandar, Z., Crockett, K.A. (2011) 'Using a Slim Function Word Classifier to Recognise Instruction Dialogue Acts..' 6682. O'Shea, J., Nguyen, N.T., Crockett, K.A., Howlett, R.J., Jain, L.C. (ed.) Springer, pp. 26-34.

Crockett, K.A., O'Shea, J., Bandar, Z. (2011) 'Goal Orientated Conversational Agents: Applications to Benefit Society..' 6682. O'Shea, J., Nguyen, N.T., Crockett, K.A., Howlett, R.J., Jain, L.C. (ed.) Springer, pp. 16-25.

Hijjawi, M., Bandar, Z., Crockett, K.A., McLean, D. (2011) 'An Application of Pattern Matching Stemmer in Arabic Dialogue System..' 6682. O'Shea, J., Nguyen, N.T., Crockett, K.A., Howlett, R.J., Jain, L.C. (ed.) Springer, pp. 35-43.

Muyeba, M.K., Crockett, K.A., Keane, J.A. (2011) 'A Hybrid Interestingness Heuristic Approach for Attribute-Oriented Mining..' 6682. O'Shea, J., Nguyen, N.T., Crockett, K.A., Howlett, R.J., Jain, L.C. (ed.) Springer, pp. 414-424.

Osathanunkul, K., O'Shea, J., Bandar, Z., Crockett, K.A. (2011) 'Semantic Similarity Measures for the Development of Thai Dialog System..' 6682. O'Shea, J., Nguyen, N.T., Crockett, K.A., Howlett, R.J., Jain, L.C. (ed.) Springer, pp. 544-552.

Manataki, A., Chen-Burger, Y.H. (2011) 'A Meta-Model of Business Interaction for Assisting Intelligent Workflow Systems..' 6682. O'Shea, J., Nguyen, N.T., Crockett, K.A., Howlett, R.J., Jain, L.C. (ed.) Springer, pp. 692-701.

(2011) 'Agent and Multi-Agent Systems: Technologies and Applications - 5th KES International Conference, KES-AMSTA 2011, Manchester, UK, June 29 - July 1, 2011. Proceedings.' 6682. O'Shea, J., Nguyen, N.T., Crockett, K.A., Howlett, R.J., Jain, L.C. (ed.) Springer,

Crockett, K.A., Latham, A., McLean, D., Bandar, Z., O'Shea, J. (2011) 'On predicting learning styles in conversational intelligent tutoring systems using fuzzy classification trees..' IEEE, pp. 2481-2488.

Aldeeb, A., Pearce, D.M., Crockett, K.A., Stanton, M.J. (2010) 'Sentence Similarity Measures to Support Workflow Exception Handling..' Filipe, J., Cordeiro, J. (ed.) SciTePress, pp. 256-263.

O'Shea, K., Crockett, K.A., Bandar, Z. (2010) 'A proposed mechanism to memory simulation within a Semantic-Based Conversational Agent framework..' IEEE, pp. 2075-2082.

Gasir, F., Bandar, Z., Crockett, K.A. (2010) 'On application of artificial immune system to optimize fuzzy regression trees..' IEEE, pp. 2442-2447.

McLean, D., Bandar, Z., O'Shea, J., Crockett, K.A. (2010) 'Commercialisation of an artificially intelligent deception detection system in the current security climate..' IEEE, pp. 1-6.

Gasir, F., Bandar, Z., Crockett, K.A., Crispin, A. (2010) 'Immune engineering for Elgasir algorithm optimization..' IEEE, pp. 1-7.

Crockett, K.A., Bandar, Z., O'Shea, J., McLean, D. (2010) 'Goal Orientated Conversational Agents - The rocky road to commercialization..' IEEE, pp. 1-8.

O'Shea, K., Crockett, K.A., Bandar, Z. (2010) 'Application of a Semantic-Based Conversational Agent to student debt management..' IEEE, pp. 1-7.

Latham, A., Crockett, K.A., Bandar, Z. (2010) 'A Conversational Expert System Supporting Bullying and Harassment Policies..' Filipe, J., Fred, A.L.N., Sharp, B. (ed.) INSTICC Press, pp. 163-168.

O'Shea, J., Bandar, Z., Crockett, K.A. (2010) 'A Machine Learning Approach to Speech Act Classification Using Function Words..' 6071. Jedrzejowicz, P., Nguyen, N.T., Howlett, R.J., Jain, L.C. (ed.) Springer, pp. 82-91.

Latham, A., Crockett, K.A., McLean, D., Edmonds, B. (2010) 'Predicting Learning Styles in a Conversational Intelligent Tutoring System..' 6483. Luo, X., Spaniol, M., Wang, L., Li, Q., Nejdl, W., Zhang, W. (ed.) Springer, pp. 131-140.

Latham, A., Crockett, K.A., McLean, D., Edmonds, B., O'Shea, K. (2010) 'Oscar: An intelligent conversational agent tutor to estimate learning styles..' IEEE, pp. 1-8.

Gasir, F., Bandar, Z., Crockett, K.A. (2009) 'Elgasir: An algorithm for creating fuzzy regression trees..' IEEE, pp. 332-337.

Crockett, K.A., Bandar, Z., O'Shea, J. (2009) 'Fuzzification of discrete attributes from financial data in fuzzy classification trees..' IEEE, pp. 1320-1325.

O'Shea, K., Bandar, Z., Crockett, K.A. (2009) 'Towards a New Generation of Conversational Agents Based on Sentence Similarity..' 39. Ao, S.I., Gelman, L. (ed.) Springer, pp. 505-514.

Crockett, K., Bandar, Z., O'Shea, J., McLean, D. (2009) 'Bullying and debt: Developing novel applications of dialogue systems.' In 6th IJCAI Workshop on Knowledge and Reasoning in Practical Dialogue Systems. Pasadena, 14/7/2009 - 17/7/2009. pp. 1-9.

Aldeeb, A., Crockett, K.A., Stanton, M.J. (2009) 'Dynamic-agents to Support Adaptability in P2P Workflow Management Systems..' Cordeiro, J., Filipe, J. (ed.) pp. 167-170.

O'Shea, K., Bandar, Z., Crockett, K.A. (2009) 'A semantic-based conversational agent framework..' IEEE, pp. 1-8.

Aldeeb, A., Crockett, K.A., Stanton, M.J. (2008) 'An Inter-Organizational Peer-to-Peer Workflow Management System - P2P based Virtual Organization Concept..' Cordeiro, J., Filipe, J. (ed.) pp. 85-92.

O'Shea, J., Bandar, Z., Crockett, K.A., McLean, D. (2008) 'A Comparative Study of Two Short Text Semantic Similarity Measures..' 4953. Nguyen, N.T., Jo, G., Howlett, R.J., Jain, L.C. (ed.) Springer, pp. 172-181.

O'Shea, K., Bandar, Z., Crockett, K. (2008) 'Novel approach for constructing conversational agents using sentence similarity measures.' In World Congress on Engineering 2008. Imperial Coll London, London, ENGLAND, 2/7/2008 - 4/7/2008. Ao, S.I., Gelman, L., Hukins, D.W.L., Hunter, A., Korsunsky, A.M. (ed.) INT ASSOC ENGINEERS-IAENG, pp. 321-326.

Aldeeb, A., Crockett, K.A., Stanton, M.J. (2007) 'An Adaptive P2P Workflow Management System - Flexibility and Exception Handling Support in P2P Based Workflow..' Cardoso, J., Cordeiro, J., Filipe, J. (ed.) pp. 428-433.

Crockett, K.A., Bandar, Z., O'Shea, J., Al-Attar, S. (2007) 'On The Application of Fuzzy Regression Trees in Modeling the Efficiency of a Power Station..' IEEE, pp. 1-6.

Owda, M.S., Bandar, Z., Crockett, K.A. (2007) 'Conversation-Based Natural Language Interface to Relational Databases..' IEEE Computer Society, pp. 363-367.

Crockett, K.A., Bandar, Z., McLean, D. (2007) 'On the Optimization of T-norm parameters within Fuzzy Decision Trees..' IEEE, pp. 1-6.

Pudner, K., Crockett, K.A., Bandar, Z. (2007) 'An Intelligent Conversational Agent Approach to Extracting Queries from Natural Language..' Ao, S.I., Gelman, L., Hukins, D.W.L., Hunter, A., Korsunsky, A.M. (ed.) Newswood Limited, pp. 305-310.

Crockett, K., Bandar, Z., O'Shea, J. (2006) 'On producing balanced fuzzy decision tree classifiers.' In IEEE International Conference on Fuzzy Systems. Vancouver, CANADA, 16/7/2006 - 21/7/2006. IEEE, pp. 1756-+.

Fowdar, J., Crockett, K., Bandar, Z., O'Shea, J. (2005) 'On the use of fuzzy trees for solving classification problems with numeric outcomes.' pp. 436-441.

Crockett, K.A., Bandar, Z., McLean, D. (2004) 'Strategies For Fuzzy Inference within Classifier Systems..' Barr, V., Markov, Z. (ed.) AAAI Press, pp. 387-392.

Fowdar, J., Bandar, Z., Crockett, K.A. (2004) 'Inducing Fuzzy Decision Trees in Non-Deterministic Domains using CHAID..' Barr, V., Markov, Z. (ed.) AAAI Press, pp. 838-843.

Crockett, K., Bandar, Z., Mclean, D. (2002) 'Combining multiple decision trees using fuzzy-neural inference.' 2. pp. 1523-1527.

Crockett, K.A., Bandar, Z., O'Shea, J. (2002) 'Fuzzy-Neural Inference in Decision Trees..' 2412. Yin, H., Allinson, N.M., Freeman, R.T., Keane, J.A., Hubbard, S.J. (ed.) Springer, pp. 481-486.

Crockett, K.A., Bandar, Z., McLean, D. (2001) 'Growing a Fuzzy Decision Forest..' IEEE, pp. 614-617.

Crockett, K.A., Bandar, Z., Al-Attar, A. (2000) 'Soft decision trees: A new approach using non-linear fuzzification.' In 9th IEEE International Conference on Fuzzy Systems (FUZZy-IEEE 2000). SAN ANTONIO, TX, 7/5/2000 - 10/5/2000. IEEE, pp. 209-215.

Crockett, K.A., Bandar, Z., Al-Attar, A. (2000) 'A Fuzzy Algorithm for the Efficient Utilization of Information in Decision Trees..' Etheredge, J.N., Manaris, B.Z. (ed.) AAAI Press, pp. 97-101.

Bandar, Z., Al-Attar, H., Crockett, K. (1999) 'Genetic algorithms for decision tree induction.' In International Conference on Artificial Neural Networks and Genetic Algorithms (ICANNGA 99). PORTOROZ, SLOVENIA, 6/4/1999 - 9/4/1999. Dobnikar, A., Steele, N.C., Pearson, D.W., Albrecht, R.F. (ed.) SPRINGER, pp. 187-190.

Crockett, K.A., Bandar, Z., Al-Attar, A. (1999) 'Optimising decision classifications using genetic algorithms.' In International Conference on Artificial Neural Networks and Genetic Algorithms (ICANNGA 99). PORTOROZ, SLOVENIA, 6/4/1999 - 9/4/1999. Dobnikar, A., Steele, N.C., Pearson, D.W., Albrecht, R.F. (ed.) SPRINGER, pp. 191-195.

Crockett, K.A., Bandar, Z., Al-Attar, A. (1998) 'A Fuzzy Inference Framework For Induced Decision Trees..' Prade, H. (ed.) John Wiley and Sons, pp. 425-429.