Professor Keeley Crockett
Professor Keeley Crockett SFHEA, SMIEE
Professor in Computational Intelligence
My profile
Biography
Keeley Crockett SMIEEE SFHEA is a Professor in Computational Intelligence at Manchester Metropolitan University (MMU) and Chair of the IEEE Technical Committee SHIELD (Ethical, Legal, Social, Environmental and Human Dimensions of AI/CI). She gained a BSc Degree (Hons) in Computation from UMIST (1993), and a PhD in Fuzzy Decision Trees from MMU (1998). She currently leads the Machine Intelligence and Data and AI Ethics themes in the Centre for Advanced Computational Science. Her research interests include the ethics of Artificial Intelligence (AI), fuzzy systems, psychological profiling using AI, fuzzy natural language processing, semantic similarity, conversational agents and intelligent tutoring systems.
Keeley has led work on Place based practical Artificial Intelligence, facilitating a parliamentary inquiry with Policy Connect and the All-Party Parliamentary Group on Data Analytics (APGDA), leading to the inquiry report “Our Place Our Data: Involving Local People in Data and AI-Based Recovery”. She obtained STRENGTH IN PLACES POLICY funded engagement work with Greater Manchester businesses on “SME Readiness for Adoption of Ethical Approaches to AI Development and Deployment” and has contributed to the recent APGDA inquiry An Ethical AI Future: Guardrails & Catalysts to make Artificial Intelligence a Force for Good.
Keeley was appointed to the UKRI’s AI & Robotics Strategic Advisory Team (SAT) on 1st April 2024.
She has obtained a number of research grants, including two EU Horizon 2020 grants and was a CO-I on The Alan Turing Institute, People-powered AI: responsible research and innovation through community ideation and involvement Grant (Research: Greater Manchester People’s Panel for AI | Manchester Metropolitan University (mmu.ac.uk)). She is currently, the PI on the EPSRC Grant – “PEAs in Pods: Co-production of community based public engagement for data and AI research.”, and a Co-I on the new Peoples Panel for AI in Greater Manchester funded by Manchester City Council’s Digital Strategy Team - find out more here
Keeley is passionate about working with citizens, businesses in the private and public sector, charities and not-for-profits.
She was the co-academic co-lead in the ERDF £6m GM Artificial Intelligence Foundry and is Co-Lead for AI for the Centre for Digital Innovation (CDI).
Keeley is currently PI on UK KTPs with My First Five Years and CI on a new KTP with COUCH (starting in 2023). She has previously undertaken KTPs with Service Power, Access Pay and The Insights Family of which she has previously joined the Expert Advisory Board
She is also an International Collaborator on COMPRIMISE 2021 – 2024: Enhancing COMmunication PROtocols with Machine Learning while Protecting SEnsitive Data, MINISTERIO DE CIENCIA E INNOVACIÓN, SPAIN,
She has developed \ collaboration with ICO and Turing and convened two workshops with SME’s and Local authorities in Greater Manchester to evaluate the ‘Explaining decisions made with Artificial Intelligence’ guidance with Regional SME’s / LA; Linked outputs: 2022 Project Explain Next Phase.
In 2021, she contributed to the Framework for Global implementation for Purpose-driven Accountable Intelligent Systems - Accountable Innovation & Public Intelligence (see our documentary) with Sherin Mathews (AI Tech North). She is currently a member of the AI Tech UK Smart Ethics Advisory Board.
She is the current Chair of the IEEE Task Force on Ethical and Social Implications of Computational Intelligence, Chair of the IEEE Computational Intelligence Diversity and Inclusion subcommittee, and Co-chair of the IEEE Women in Engineering Educational Outreach. Keeley serves as an Associate Editor on the IEEE Trans. Emerging Topics in Computational Intelligence, IEEE Trans. Artificial intelligence, IEEE Trans. on Fuzzy systems, and IEEE Computational Intelligence Magazine. She was the General Co-chair for IEEE SSCI 2021 – IEEE Symposium Series on Computational Intelligence, the Co-Chair of the IEEE Symposium Ethical, Social and Legal Implications of Artificial Intelligence (IEEE ETHAI) – IEEE SSCI 2021, IEEE SSCI 2022 and IEEE SSCI 2023. She will be technical Co-Chair at IEEE FUZZ 2024 (IEEE WCCI 2024) Japan.
She has co-organized 15 special sessions, 4 workshops and authored over 130 peer reviewed publications and has co-authored 3 international textbooks in database systems. She has supervised 28 PhDs to completion and has externally examined 14 PhDs in the UK, and internationally.
Keeley lives in the Yorkshire Dales National Park with her husband and 15 year old son. She is very passionate at volunteering which includes national and international work for the IEEE and as a UK STEM Ambassador. She addicted to volcanoes and has spent many happy trips hiking in the Hawaii Volcanoes National Park. Finally, she is one of the few individuals to hold a Disney Spirit Award… How? Why? you may ask? Well that’s another story!
Academic and professional qualifications
Academic
- 1998 PhD Fuzzy Rule Induction From Data Sets, Manchester Metropolitan University
- 1993 BSc(Hon) Computation University of Manchester Institute of Science and Technology (UMIST)
Professional
- 2020 AdvanceHE Professional Development Course for External Examiners
- 2016 Senior Fellow of the Higher Education Academy
- 2008 Institute of Line Management Level 5 Diploma for Professional Management Coaches and Mentors
- 2008 Institute of Line Management Level 3 Certificate in First Line Management
- 2000 Post Graduate Certificate in Education Further and Higher Education, University of Huddersfield
Selection of Recent Keynotes / Invited Talks / Panels
- “Ethics in the Age of AI” – Keynote at Breaking Boundaries Masters Inn Hoteliers conference, London, January 2024,
- Panel Session “Balancing Innovation and Security in the World of Artificial Intelligence” University of Missouri Public Affairs Conference 2023 - September 2023
- Keynote at The 22nd UK Workshop on Computational Intelligence - September 2023
- Speaker at Digital Leaders Day Manchester - June 2023
IEEE Volunteer Service Roles
Current Roles
- ADCOM Member IEEE Computational Intelligence Society
- Chair of the IEEE Technical Committee SHIELD (Ethical, Legal, Social, Environmental and Human Dimensions of AI/CI).
- IEEE Transactions on AI, IEEE Transactions on Emerging Topics in Computational Intelligence, IEEE Computational Intelligence magazine
- Committee Member IEEE Frank Rosenblatt Award Committee 2022-
- Vice- Chair IEEE CIS Women in Computational Intelligence subcommittee 2024
- Member IEEE CIS Mentoring 2021 –
- Co-Chair IEEE Women in Engineering Educational Outreach 2020 -
- IEEE UKI Section SIGHT committee Ethics & Well Being officer 2019 -
Other academic service (administration and management)
- Department of Computing and Maths Early Career Researchers representative
Impact
Upcoming invited talks
“Empowering AI with Human Insight: Navigating Challenges and Opportunities in Responsible, Trustworthy, and Participatory AI Development” 2025 IEEE SSCI - Trondheim, Norway (ieee-ssci.org)
Selected Recent Invited Talks
- The Masters Innholders Hotel Leadership Conference in London (An interview with… Adrian Ellis MI FIH, General Manager at The Lowry and Chairman of the Hotel Leadership Conference (independenthotelshow.co.uk)) and mentioned afterwards here - Personalisation experience key to creating repeat business (boutiquehotelier.com)
- Academy for Social Justice – HM Probation Service and Prisons, July 2024 (247 attendees online) – Talk Navigating AI Ethically
- Brirish computer Society - People Powered AI | BCS
- International Conference on Information Processing and Uncertainty, Lisbon, July 2024 (Navigating the Grey Areas: AI and Uncertainty at IPMU 2024 - INESC-ID)
- Climb 24 Leeds (https://www.climb24.co.uk/speakers/keeley-crockett
Projects
Current Research Projects
PI - EPSRC standard Grant – “PUBLIC ENGAGEMENT - PEAs in Pods: Co-production of community based public engagement for data and AI research.” (3-yrs, start-date September 2022).
CI- Manchester’s People Panel for AI, Manchester City Council, 2024
Academic Co-Lead - AI Pathway (MMU) - About CDI - Centre for Digital Innovation
Current Innovate UK Knowledge Transfer Partnerships
CI - Innovate UK KTP, Greater Manchester Combiner Authority - awarded and recruiting (updated September 2024)
PI - Innovate UK KTP – My First 5 Years, (2-yrs, £176k, start-date September 2022).
CI- Innovate UK KTP - COUCH (2-years, £500k, awarded September 2023)
International Collaborator on COMPRIMISE 2021 – 2024: Enhancing COMmunication PROtocols with Machine Learning while Protecting SEnsitive Data, MINISTERIO DE CIENCIA E INNOVACIÓN, SPAIN, University of Vigo (PI), (550k Euros).
Recent Projects
Academic Co-Lead MMU - ERDF £6m GM Artificial Intelligence Foundry
CI - The Alan Turing Institute, People-powered AI: responsible research and innovation through community ideation and involvement Grant. (2022) - for more information see here - Research: Greater Manchester People’s Panel for AI | Manchester Metropolitan University (mmu.ac.uk)
PI - Innovate UK KTP The Insights People (2-yrs, £201k, Sept 2020 - January 2023)
Teaching
Subject areas
Data Science / Ethics / Artificial Intelligence / Data Engineering / Database Systems
Courses and Units
- MSc Data Management and Governance
- MSc The Ethics and Governance of Artificial Intelligence
- BSc Level 6 Data Goverance and Management
- TS5 Data Analytics Project
- BSC and MSC final year projects
External examiner roles
Current Roles
- 2020 - 2024 External Examiner De Montfort University, MSc AI, Robotics and Intelligent systems
- 2022 - External Examiner for Doctor of Philosophy, University of Portsmouth
- 2022 - External Examiner for Doctor of Philosophy, University of Kent
- 2022 - External Examiner for Doctor of Philosophy, THAPAR INSTITUTE OF ENGINEERING AND TECHNOLOGY, India
Previous Roles
- 2022 - PhD external Habilitation Professor Défense at STUBA university, Slovakia
- 2022 - PhD external examiner Azerbaijan State Oil and Industry University
- Undergraduate / postgraduate External Examiner at Bradford University
- Undergraduate / postgraduate External Examiner at Middlesex University of London ( Ends September 2019)
- 2018 - External Examiner for Doctor of Philosophy, Queen Marys University of London
- 2018 - External Examiner for Doctor of Philosophy, London Metropolitan University
- 2017 - External Examiner for Doctor of Philosophy, De Montfort University
- 2017 - External Examiner for Doctor of Philosophy, Salford University
- 2016 - External Examiner for Doctor of Philosophy, Birmingham University
- 2013 - External Examiner for Doctor of Philosophy for University of Ulster
- 2013 - External Examiner for Doctor of Philosophy for University of Manchester.
- 2013 - External Examiner for Doctor of Philosophy for University of Grenada, 2012
- 2008 - 2011 External Examiner Lancaster University (Blackpool and Fylde College)
Supervision
Current Supervision
- Mr Michael Wier
- Ms Ngozi Nneke
PhD completions
- Dr Naomi Adel - Fuzzy Natural Language Similarity Measures Through Computing With Words
- Dr Lewis Evans - A Smart Data Ecosystem for the Monitoring of Financial Market Irregularities
- Dr Luke Abberly - Conceptualising the Multifaceted Nature of the Real-World Problem Known as Urban Road Congestion and the Events That Causes It
- Dr Noufa Alnajran - An Integrated Semantic-Based Framework for Intelligent Similarity Measurement and Clustering of Microblogging Posts
- Dr Collette Curry - Betty - Do you remember me?
- Dr Sumaji Aljameel
- Dr Mike Holmes
- Dr Claire Little
- Dr Pei-Shyuan Lee - Financial Crimes Analysis and Detection
- Dr Khurim Shabaz - Convesational natural language interface to relational datbases
- Dr Amy Khalfay - Studying the performance of local operators in technician and task scheduling problems
- Dr Fiona Buckingham - Profiling comprehension using non-verbal behaviours
- Dr Mohammed Kaleem - Urdu Conversational Agents
- Dr Faaza Amarsoori -Arabic short text similarity
- Dr Zaid Noori - Arabic goal-oriented conversational agents
- Dr Omar Alobaidi
- Dr Kurkit Osathanunkul
- Dr David Chandran - FAST - Fuzzy semantic similarity measures using type-1 fuzzy set
- Dr Abdelrahman Abuarqoub
- Dr Fathi Gasir - ELGASIR Fuzzy CART trees with Immune System Optimiation
- Dr Annabel Latham - OSCAR - a conversational agent intelligent tutoring system
- Dr Mohammed Hijjawi
- Dr Karen, O’Shea - Semantic similarity for conversational agents
- Dr James O’Shea -
- Dr Majdi Owda - Natural Language Interfaces to Relational Databases
- Dr Aibrahim Aldeeb
- Dr Jay Fowdar - Fuzzy Chaid decision trees
Research outputs
Research Expertise in Data and Artificial Intelligence Ethics
My research and associated engagement activity includes:
- analysis of ethical AI frameworks, regulation and toolkits
- bridging the ethics “practice gap” in SMEs
- ethical AI skills analysis and training for SME employees
- Interdisciplinary research with technologists, data scientists, legal and social sciences
- public engagement with data science and AI research, innovation and ethics
- fostering sustained interaction between traditionally marginalised communities and AI researchers through co-production
- citizen-led data and AI R&D
- engagement in regional and national data and AI strategy and policy development
My activity in this field is also contributing to research-led teaching. Computer science undergraduates and postgraduates on our Artificial Intelligence MSc course all participate in learning on AI ethics based on our work.
Research expertise in Artificial Intelligence / Machine Learning
- H2020 Intelligent SMART Border Control (iBorderCtrl)
- H2020 Populism and Civic Engagement” (PaCE)
- Physiological Profiling with Artificial Intelligence
- FATHOM for Comprehension Detection
- Hendrix: Comprehension Detection and Adaptation in Intelligent Tutoring Systems
- Fuzzy Systems and Fuzzy Decision Trees
- Computing with Words and Type-2 Fuzzy Applications in the area of semantic similarity
- Hybrid Intelligent Systems
- Conversational Agents and goal-orientated systems
- Intelligent Tutoring Systems Multi-lingual - Arabic ~(MSA/Traditional), Thai, Urdu Multi-Modal Systems
- Natural Language Interfaces to Databases
- Short Text Word and Semantic Sentence Similarity Measures (Multi-lingual)
- Data Mining Social Media Big Data
- Congestion modelling in Transport Networks using Fuzzy Systems
Selected Publications since January 2021
- Crockett, K., Adaptive Physiological Profiling from Non-verbal Behaviour – Why Ethics are Just Not Enough to Build Trust (2022), © Springer Nature Switzerland AG 2022A. E. Smith (ed.), Women in Computational Intelligence, Women in Engineering and Science, https://doi.org/10.1007/978-3-030-79092-9_3
- Crockett, K. Stoklas, J. O’Shea, J. Krügel, T. Khan, W. (2021) Reconciling Adapted Psychological Profiling with the New European Data Protection Legislation. In: Sabourin C., Merelo J.J., Barranco A.L., Madani K., Warwick K. (eds) Computational Intelligence. Studies in Computational Intelligence, vol 893. Springer, Cham. https://doi.org/10.1007/978-3-030-64731-5_2
- Crockett, K.A , Gerber, L, Latham, A. , Colyer, E., (2022), “Building Trustworthy AI Solutions: A Case for Practical Solutions for Small Businesses,” in IEEE Transactions on Artificial Intelligence, doi: 10.1109/TAI.2021.3137091.
- Khan, W., Crockett, K., O’Shea, J., Hussain, A. and Khan, B.M., (2021). Deception in the eyes of deceiver: A computer vision and machine learning based automated deception detection. Expert Systems with Applications, 169, p.114341.
- Fry, J., Griguta, V.M., Gerber, L., Slater-Petty, H. and Crockett, K., (2021). Modelling corporate bank accounts. Economics Letters, 205, p.109924.
- Crockett, K, Colyer, E. Latham, A. (2021) The Ethical Landscape of Data and Artificial Intelligence: Citizen Perspectives, 2021 IEEE Symposium Series on Computational Intelligence (SSCI), 2021, pp. 1-9, doi: 10.1109/SSCI50451.2021.9660153.N.
- Adel, K. Crockett, J. P. Carvalho and V. Cross, (2021) “Fuzzy Influence in Fuzzy Semantic Similarity Measures,” 2021 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 2021, pp. 1-7, doi: 10.1109/FUZZ45933.2021.9494535.
Academic collaborations
- Prof. Ana Fernandez Vilas, I & C Lab | University of Vigo, Spain
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Books (authored/edited/special issues)
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.
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Chapters in books
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.
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Reports
Watson, N., Hessami, A., Fassihi, F., Abbasi, S., Jahankhani, H., El-Deeb, S., Caetano, I., David, S., Newman, M., Moriarty, S., Cuhadaroglu, M., Tashev, V., Murahwi, Z., Pihlakas, R., Crockett, K., Essafi, S., Hessami, A., Dajani, L. (2024) Guidelines For Agentic AI Safety Volume 1: Agentic AI Safety Experts Focus Group - Sept. 2024. Universal Ethics Community of Practice Working Group.
Latham, A., Crockett, K. (2023) Peoples Panel for Artificial Intelligence. Manchester Metropolitan University.
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Internet publications
Crockett, K. (2024) Humanising Trust in the Age of AI. https://www.manlitphil.ac.uk/read-watch-listen/humanising-trust-in-the-age-of-ai/.
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Journal articles
Abbass, H., Crockett, K., Garibaldi, J., Gegov, A., Kaymak, U., Sousa, J.M.C. (2024) 'Editorial: From Explainable Artificial Intelligence (xAI) to Understandable Artificial Intelligence (uAI).' IEEE Transactions on Artificial Intelligence, 5(9) pp. 4310-4314.
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.'
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. (2014) 'Natural language scripting within conversational agent design.' Applied Intelligence, 40(1) pp. 189-197.
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.
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) 'An approach to conversational agent design using semantic sentence similarity (vol 37, pg 558, 2012).' 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.
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. (2012) 'A multi-classifier approach to dialogue act classification using function words.'
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.
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Conference papers
Latham, A., Crockett, K. (2024) 'Towards trustworthy AI: raising awareness in marginalized communities.' 30/6/2024 - 5/7/2024. IEEE,
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.' 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.' 284. 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.
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,
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,
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,
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., 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,
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.
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.
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.
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,
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,
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.
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.
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.
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.
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.
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.
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.
(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,
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.
O'Shea, K., Crockett, K.A., Bandar, Z. (2010) 'Application of a Semantic-Based Conversational Agent to student debt management..' IEEE, pp. 1-7.
Gasir, F., Bandar, Z., Crockett, K.A., Crispin, A. (2010) 'Immune engineering for Elgasir algorithm optimization..' IEEE, pp. 1-7.
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.
Crockett, K.A., Bandar, Z., O'Shea, J., McLean, D. (2010) 'Goal Orientated Conversational Agents - The rocky road to commercialization..' IEEE, pp. 1-8.
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.
Crockett, K.A., Bandar, Z., O'Shea, J. (2009) 'Fuzzification of discrete attributes from financial data in fuzzy classification trees..' IEEE, pp. 1320-1325.
Gasir, F., Bandar, Z., Crockett, K.A. (2009) 'Elgasir: An algorithm for creating fuzzy regression trees..' IEEE, pp. 332-337.
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.
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., 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.
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., 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.
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.A., Bandar, Z., McLean, D. (2004) 'Strategies For Fuzzy Inference within Classifier Systems..' Barr, V., Markov, Z. (ed.) AAAI Press, pp. 387-392.
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) 'A Fuzzy Algorithm for the Efficient Utilization of Information in Decision Trees..' Etheredge, J.N., Manaris, B.Z. (ed.) AAAI Press, pp. 97-101.
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.
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.
Press and media
Computer Weekly Most influential women in UK tech: The 2024 longlist, Most influential women in UK tech: The 2024 longlist | Computer Weekly
Computer Weekly Most influential women in UK tech 2023 - Most influential women in UK tech: The 2023 longlist | Computer Weekly
Computer Weekly Most influential women in UK tech 2022: - Most influential women in UK tech: The 2022 longlist | Computer Weekly
Computer Weekly Most influential women in UK tech 2021: Most Influential Women in UK Tech: The 2021 longlist | Computer Weekly
Computer Weekly Most influential women in UK tech 2020: Most Influential Women in UK Tech: The 2020 longlist | Computer Weekly
Media Article - Humanising Trust in the Age of AI - https://www.manlitphil.ac.uk/read-watch-listen/humanising-trust-in-the-age-of-ai/ (April 2024)
Media Article - The Engineer - Comment: Building a sustainable pipeline of female talent | The Engineer The Engineer, Feb-2022
Media Article – IEEE Impact Creators, 21-Nov-2021, Keeley Crockett (ieee.org)
Media Article - Inspirational Woman: Keeley Crockett | IEEE Member & Professor in Computational Intelligence, Manchester Metropolitan University, WeAreTechWomen, Jul-2021
Media Article – AI and Diversity, Capacity Magazine, Jun-2021, AI and the issue of diversity | Capacity Media
Media Article - The importance of women in STEM post-pandemic, WeAreTechWomen, Jun-2021
The Guardian podcast, “Can we trust AI lie detectors? Chips with Everything podcast”, Available: https://www.theguardian.com/technology/audio/2018/nov/23/can-we-trust-ai-lie-detectors-chips-with-everything-podcast, November 2018
Can you fool a lie detector? Manchester Evening News interview, 27/10/2018, [online] available: https://www.manchestereveningnews.co.uk/news/greater-manchester-news/lie-detector-test-border-control-15319641
Why data centres are essential to the success of UK plc by Ben Rooth, Manchester Evening News interview, 4/10/2018, [online] available: https://www.manchestereveningnews.co.uk/business/business-news/data-centres-essential-success-uk-15235544
Concerns over how new privacy rules protect us by Lucy Roue - interview, Manchester Evening News interview, 27/10/2018, [online] available: https://www.manchestereveningnews.co.uk/business/business-news/concerns-over-how-new-privacy-11240649