Keeley A. Crockett

Orcid: 0000-0003-1941-6201

Affiliations:
  • Manchester Metropolitan University, UK


According to our database1, Keeley A. Crockett authored at least 125 papers between 1998 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Editorial: From Explainable Artificial Intelligence (xAI) to Understandable Artificial Intelligence (uAI).
IEEE Trans. Artif. Intell., September, 2024

Towards Trustworthy AI: Raising awareness in marginalized communities.
Proceedings of the International Joint Conference on Neural Networks, 2024

PEAs in PODs: Co-Production of Community Based Public Engagement for Data and AI Research.
Proceedings of the International Joint Conference on Neural Networks, 2024

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 Syst. Appl., October, 2023

Building Trustworthy AI Solutions: A Case for Practical Solutions for Small Businesses.
IEEE Trans. Artif. Intell., 2023

An Investigation into Fuzzy Negation in Semantic Similarity Measures.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2023

2022
An Interval Type-2 Fuzzy Ontological Similarity Measure.
IEEE Access, 2022

Building Actionable Personas Using Machine Learning Techniques.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2022

2021
Deception in the eyes of deceiver: A computer vision and machine learning based automated deception detection.
Expert Syst. Appl., 2021

Credibility assessment of financial stock tweets.
Expert Syst. Appl., 2021

The Ethical Landscape of Data and Artificial Intelligence: Citizen Perspectives.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2021

Fuzzy Influence in Fuzzy Semantic Similarity Measures.
Proceedings of the 30th IEEE International Conference on Fuzzy Systems, 2021

2020
A Semantic and Syntactic Similarity Measure for Political Tweets.
IEEE Access, 2020

Do You Remember Me? Betty the Conversational Agent.
Proceedings of the Artificial Intelligence XXXVII, 2020

Cognitive Identity Management: Synthetic Data, Risk and Trust.
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

Automated Deception Detection of Males and Females From Non-Verbal Facial Micro-Gestures.
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

Risk and Trust Perceptions of the Public of Artifical Intelligence Applications.
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

Using Fuzzy Set Similarity in Sentence Similarity Measures.
Proceedings of the 29th IEEE International Conference on Fuzzy Systems, 2020

Interpreting Human Responses in Dialogue Systems using Fuzzy Semantic Similarity Measures.
Proceedings of the 29th IEEE International Conference on Fuzzy Systems, 2020

2019
Twitter permeability to financial events: an experiment towards a model for sensing irregularities.
Multim. Tools Appl., 2019

A methodology for the resolution of cashtag collisions on Twitter - A natural language processing & data fusion approach.
Expert Syst. Appl., 2019

The Role of the WCI Community in the IEEE CIM: An Activity Report [Society Briefs].
IEEE Comput. Intell. Mag., 2019

Modelling Road Congestion Using a Fuzzy System and Real-World Data for Connected and Autonomous Vehicles.
Proceedings of the 2019 Wireless Days, 2019

Solving the Service Technician Routing and Scheduling Problem with Time Windows.
Proceedings of the Intelligent Systems and Applications, 2019

Efficient Heuristics for Solving Precedence Constrained Scheduling Problems.
Proceedings of the Intelligent Systems and Applications, 2019

Ontological and Fuzzy Set Similarity between Perception-Based Words.
Proceedings of the 2019 IEEE International Conference on Fuzzy Systems, 2019

Human Hedge Perception - and its Application in Fuzzy Semantic Similarity Measures.
Proceedings of the 2019 IEEE International Conference on Fuzzy Systems, 2019

Cognitive Identity Management: Risks, Trust and Decisions using Heterogeneous Sources.
Proceedings of the 2019 IEEE First International Conference on Cognitive Machine Intelligence (CogMI), 2019

Trust in Computational Intelligence Systems: A Case Study in Public Perceptions.
Proceedings of the IEEE Congress on Evolutionary Computation, 2019

2018
Near Real-Time Comprehension Classification with Artificial Neural Networks: Decoding e-Learner Non-Verbal Behavior.
IEEE Trans. Learn. Technol., 2018

Adaptive framing based similarity measurement between time warped speech signals using Kalman filter.
Int. J. Speech Technol., 2018

Big Data Fusion Model for Heterogeneous Financial Market Data (FinDf).
Proceedings of the Intelligent Systems and Applications, 2018

Can LANA CITS Support Learning in Autistic Children? A Case Study Evaluation.
Proceedings of the Intelligent Systems and Applications, 2018

A hybrid model combining neural networks and decision tree for comprehension detection.
Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

Intelligent Deception Detection through Machine Based Interviewing.
Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

GDPR Impact on Computational Intelligence Research.
Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

Adapted Psychological Profiling Verses the Right to an Explainable Decision.
Proceedings of the 10th International Joint Conference on Computational Intelligence, 2018

A Heuristic Based Pre-processing Methodology for Short Text Similarity Measures in Microblogs.
Proceedings of the 20th IEEE International Conference on High Performance Computing and Communications; 16th IEEE International Conference on Smart City; 4th IEEE International Conference on Data Science and Systems, 2018

FUSE (Fuzzy Similarity Measure) - A measure for determining fuzzy short text similarity using Interval Type-2 fuzzy sets.
Proceedings of the 2018 IEEE International Conference on Fuzzy Systems, 2018

An Empirical Performance Evaluation of Semantic-Based Similarity Measures in Microblogging Social Media.
Proceedings of the 5th IEEE/ACM International Conference on Big Data Computing Applications and Technologies, 2018

An Arabic Word Similarity Measure for Semantic Conversational Agents.
Proceedings of the IEEE 2nd International Workshop on Arabic and Derived Script Analysis and Recognition, 2018

2017
On predicting learning styles in conversational intelligent tutoring systems using fuzzy decision trees.
Int. J. Hum. Comput. Stud., 2017

Modelling e-Learner Comprehension Within a Conversational Intelligent Tutoring System.
Proceedings of the Tomorrow's Learning: Involving Everyone. Learning with and about Technologies and Computing, 2017

Applying the Intelligent Decision Heuristic to Solve Large Scale Technician and Task Scheduling Problems.
Proceedings of the Intelligent Decision Technologies 2017 - Proceedings of the 9th KES International Conference on Intelligent Decision Technologies (KES-IDT 2017), 2017

Cluster Analysis of Twitter Data: A Review of Algorithms.
Proceedings of the 9th International Conference on Agents and Artificial Intelligence, 2017

Experiment for Analysing the Impact of Financial Events on Twitter.
Proceedings of the Algorithms and Architectures for Parallel Processing, 2017

Application of fuzzy semantic similarity measures to event detection within tweets.
Proceedings of the 2017 IEEE International Conference on Fuzzy Systems, 2017

Development of an Arabic Conversational Intelligent Tutoring System for Education of children with ASD.
Proceedings of the IEEE International Conference on Computational Intelligence and Virtual Environments for Measurement Systems and Applications, 2017

2016
Natural Language Interface to Relational Database (NLI-RDB) Through Object Relational Mapping (ORM).
Proceedings of the Advances in Computational Intelligence Systems, 2016

Towards Socially Intelligent Automated Tutors: Predicting Learning Style Dimensions from Conversational Dialogue.
Proceedings of the 2016 Intl IEEE Conferences on Ubiquitous Intelligence & Computing, 2016

Solving Technician and Task Scheduling Problems with an Intelligent Decision Heuristic.
Proceedings of the Intelligent Decision Technologies 2016 - Proceedings of the 8th KES International Conference on Intelligent Decision Technologies (KES-IDT 2016), 2016

On the Suitability of Type-1 Fuzzy Regression Tree Forests for Complex Datasets.
Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems, 2016

A Review of Current Technology-Based Intervention for School Aged Children with Autism Spectrum Disorder.
Proceedings of SAI Intelligent Systems Conference (IntelliSys) 2016, 2016

Fuzzy ontologies in semantic similarity measures.
Proceedings of the IEEE Congress on Evolutionary Computation, 2016

2015
The Application of Learning Theories into Abdullah: An Intelligent Arabic Conversational Agent Tutor.
Proceedings of the ICAART 2015, 2015

An automatic corpus based method for a building Multiple Fuzzy Word Dataset.
Proceedings of the 2015 IEEE International Conference on Fuzzy Systems, 2015

2014
A hybrid heuristic approach for attribute-oriented mining.
Decis. Support Syst., 2014

An adaptation algorithm for an intelligent natural language tutoring system.
Comput. Educ., 2014

Erratum to: An approach to conversational agent design using semantic sentence similarity.
Appl. Intell., 2014

Erratum to: Natural language scripting within conversational agent design.
Appl. Intell., 2014

Word order variation and string similarity algorithm to reduce pattern scripting in pattern matching conversational agents.
Proceedings of the 14th UK Workshop on Computational Intelligence, 2014

On the creation of a fuzzy dataset for the evaluation of fuzzy semantic similarity measures.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2014

FATHOM: A neural network-based non-verbal human comprehension detection system for learning environments.
Proceedings of the 2014 IEEE Symposium on Computational Intelligence and Data Mining, 2014

2013
A new benchmark dataset with production methodology for short text semantic similarity algorithms.
ACM Trans. Speech Lang. Process., 2013

Optimizing Features for Dialogue Act Classification.
Proceedings of the IEEE International Conference on Systems, 2013

Profiling Student Learning Styles with Multilayer Perceptron Neural Networks.
Proceedings of the IEEE International Conference on Systems, 2013

AWSS: An Algorithm for Measuring Arabic Word Semantic Similarity.
Proceedings of the IEEE International Conference on Systems, 2013

The Development of an Ontology for Reminiscence.
Proceedings of the Natural Language Processing and Information Systems, 2013

A fuzzy model for predicting learning styles using behavioral cues in an conversational intelligent tutoring system.
Proceedings of the FUZZ-IEEE 2013, 2013

FAST: A fuzzy semantic sentence similarity measure.
Proceedings of the FUZZ-IEEE 2013, 2013

FATHOMing out interdisciplinary research transfer.
Proceedings of the IEEE Symposium on Computational Intelligence for Engineering Solutions, 2013

2012
A Multi-classifier Approach to Dialogue Act Classification Using Function Words.
Trans. Comput. Collect. Intell., 2012

Adaptive Tutoring in an Intelligent Conversational Agent System.
Trans. Comput. Collect. Intell., 2012

A conversational intelligent tutoring system to automatically predict learning styles.
Comput. Educ., 2012

Measuring human comprehension from nonverbal behaviour using Artificial Neural Networks.
Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), 2012

2011
Information Extraction for SQL Query Generation in the Conversation-Based Interfaces to Relational Databases (C-BIRD).
Proceedings of the Agent and Multi-Agent Systems: Technologies and Applications, 2011

Semantic Similarity Measures for the Development of Thai Dialog System.
Proceedings of the Agent and Multi-Agent Systems: Technologies and Applications, 2011

Using a Slim Function Word Classifier to Recognise Instruction Dialogue Acts.
Proceedings of the Agent and Multi-Agent Systems: Technologies and Applications, 2011

A Hybrid Interestingness Heuristic Approach for Attribute-Oriented Mining.
Proceedings of the Agent and Multi-Agent Systems: Technologies and Applications, 2011

Oscar: An Intelligent Adaptive Conversational Agent Tutoring System.
Proceedings of the Agent and Multi-Agent Systems: Technologies and Applications, 2011

An Application of Pattern Matching Stemmer in Arabic Dialogue System.
Proceedings of the Agent and Multi-Agent Systems: Technologies and Applications, 2011

Goal Orientated Conversational Agents: Applications to Benefit Society.
Proceedings of the Agent and Multi-Agent Systems: Technologies and Applications, 2011

An architecture for constructing fuzzy regression tree forests using opt-aiNet.
Proceedings of the FUZZ-IEEE 2011, 2011

On predicting learning styles in conversational intelligent tutoring systems using fuzzy classification trees.
Proceedings of the FUZZ-IEEE 2011, 2011

2010
Benchmarking short text semantic similarity.
Int. J. Intell. Inf. Database Syst., 2010

A proposed mechanism to memory simulation within a Semantic-Based Conversational Agent framework.
Proceedings of the IEEE International Conference on Systems, 2010

On application of artificial immune system to optimize fuzzy regression trees.
Proceedings of the IEEE International Conference on Systems, 2010

A Machine Learning Approach to Speech Act Classification Using Function Words.
Proceedings of the Agent and Multi-Agent Systems: Technologies and Applications, 2010

Predicting Learning Styles in a Conversational Intelligent Tutoring System.
Proceedings of the Advances in Web-Based Learning - ICWL 2010, 2010

Sentence Similarity Measures to Support Workflow Exception Handling.
Proceedings of the ICEIS 2010 - Proceedings of the 12th International Conference on Enterprise Information Systems, Volume 2, AIDSS, Funchal, Madeira, Portugal, June 8, 2010

A Conversational Expert System Supporting Bullying and Harassment Policies.
Proceedings of the ICAART 2010 - Proceedings of the International Conference on Agents and Artificial Intelligence, Volume 1, 2010

Application of a Semantic-Based Conversational Agent to student debt management.
Proceedings of the FUZZ-IEEE 2010, 2010

Commercialisation of an artificially intelligent deception detection system in the current security climate.
Proceedings of the FUZZ-IEEE 2010, 2010

Oscar: An intelligent conversational agent tutor to estimate learning styles.
Proceedings of the FUZZ-IEEE 2010, 2010

Immune engineering for Elgasir algorithm optimization.
Proceedings of the FUZZ-IEEE 2010, 2010

Goal Orientated Conversational Agents - The rocky road to commercialization.
Proceedings of the FUZZ-IEEE 2010, 2010

2009
A semantic-based conversational agent framework.
Proceedings of the 4th International Conference for Internet Technology and Secured Transactions, 2009

Dynamic-agents to Support Adaptability in P2P Workflow Management Systems.
Proceedings of the ICEIS 2009, 2009

Elgasir: An algorithm for creating fuzzy regression trees.
Proceedings of the FUZZ-IEEE 2009, 2009

Fuzzification of discrete attributes from financial data in fuzzy classification trees.
Proceedings of the FUZZ-IEEE 2009, 2009

2008
A fuzzy numeric inference strategy for classification and regression problems.
Int. J. Knowl. Based Intell. Eng. Syst., 2008

Towards a New Generation of Conversational Agents Based on Sentence Similarity.
Proceedings of the Advances in Electrical Engineering and Computational Science, 2008

A Comparative Study of Two Short Text Semantic Similarity Measures.
Proceedings of the Agent and Multi-Agent Systems: Technologies and Applications, 2008

An Inter-Organizational Peer-to-Peer Workflow Management System - P2P based Virtual Organization Concept.
Proceedings of the ICEIS 2008, 2008

2007
An Intelligent Conversational Agent Approach to Extracting Queries from Natural Language.
Proceedings of the World Congress on Engineering, 2007

An Adaptive P2P Workflow Management System - Flexibility and Exception Handling Support in P2P Based Workflow.
Proceedings of the ICEIS 2007, 2007

Conversation-Based Natural Language Interface to Relational Databases.
Proceedings of the 2007 IEEE/WIC/ACM International Conference on Web Intelligence and International Conference on Intelligent Agent Technology, 2007

On The Application of Fuzzy Regression Trees in Modeling the Efficiency of a Power Station.
Proceedings of the FUZZ-IEEE 2007, 2007

On the Optimization of T-norm parameters within Fuzzy Decision Trees.
Proceedings of the FUZZ-IEEE 2007, 2007

2006
Sentence Similarity Based on Semantic Nets and Corpus Statistics.
IEEE Trans. Knowl. Data Eng., 2006

On constructing a fuzzy inference framework using crisp decision trees.
Fuzzy Sets Syst., 2006

Genetic tuning of fuzzy inference within fuzzy classifier systems.
Expert Syst. J. Knowl. Eng., 2006

On Producing Balanced Fuzzy Decision Tree Classifiers.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2006

2005
On the Use of Fuzzy Trees for Solving Classification Problems with Numeric Outcomes.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2005

2004
Inducing Fuzzy Decision Trees in Non-Deterministic Domains using CHAID.
Proceedings of the Seventeenth International Florida Artificial Intelligence Research Society Conference, 2004

Strategies For Fuzzy Inference within Classifier Systems.
Proceedings of the Seventeenth International Florida Artificial Intelligence Research Society Conference, 2004

2002
Fuzzy-Neural Inference in Decision Trees.
Proceedings of the Intelligent Data Engineering and Automated Learning, 2002

Combining multiple decision trees using fuzzy-neural inference.
Proceedings of the 2002 IEEE International Conference on Fuzzy Systems, 2002

2001
Growing a Fuzzy Decision Forest.
Proceedings of the 10th IEEE International Conference on Fuzzy Systems, 2001

2000
Soft decision trees: a new approach using non-linear fuzzification.
Proceedings of the Ninth IEEE International Conference on Fuzzy Systems, 2000

A Fuzzy Algorithm for the Efficient Utilization of Information in Decision Trees.
Proceedings of the Thirteenth International Florida Artificial Intelligence Research Society Conference, 2000

1999
Optimising Decision Classifications Using Genetic Algorithms.
Proceedings of the International Conference on Artificial Neural Nets and Genetic Algorithms, 1999

Genetic Algorithms For Decision Tree Induction.
Proceedings of the International Conference on Artificial Neural Nets and Genetic Algorithms, 1999

1998
Fuzzy rule induction from data domains.
PhD thesis, 1998

A Fuzzy Inference Framework For Induced Decision Trees.
Proceedings of the 13th European Conference on Artificial Intelligence, 1998


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