Thomas Leo McCluskey

Orcid: 0000-0001-8181-8127

Affiliations:
  • University of Huddersfield, School of Computing and Engineering


According to our database1, Thomas Leo McCluskey authored at least 93 papers between 1987 and 2024.

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

Timeline

Legend:

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Bibliography

2024
Deployable Yet Effective Traffic Signal Optimisation via Automated Planning (Extended Abstract).
Proceedings of the Seventeenth International Symposium on Combinatorial Search, 2024

PDDL+ Models for Deployable yet Effective Traffic Signal Optimisation.
Proceedings of the Thirty-Fourth International Conference on Automated Planning and Scheduling, 2024

2023
Ontology-guided Knowledge Graph Construction to Support Scheduling in a Train Maintenance Depot.
Proceedings of the 1st International Planning and Ontology Workshop co-located with The 33rd International Conference on Automated Planning and Scheduling (ICAPS 2023), 2023

An Efficient Heuristic for AI-based Urban Traffic Control.
Proceedings of the 8th International Conference on Models and Technologies for Intelligent Transportation Systems, 2023

Automated Planning for Generating and Simulating Traffic Signal Strategies.
Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023

2022
Leveraging Artificial Intelligence for Simulating Traffic Signal Strategies.
Proceedings of the 25th IEEE International Conference on Intelligent Transportation Systems, 2022

On-the-Fly Knowledge Acquisition for Automated Planning Applications: Challenges and Lessons Learnt.
Proceedings of the 14th International Conference on Agents and Artificial Intelligence, 2022

Verification of Numeric Planning Problems Through Domain Dynamic Consistency.
Proceedings of the AIxIA 2022 - Advances in Artificial Intelligence, 2022

2021
On the Importance of Domain Model Configuration for Automated Planning Engines.
J. Autom. Reason., 2021

A Quality Framework for Automated Planning Knowledge Models.
Proceedings of the 13th International Conference on Agents and Artificial Intelligence, 2021

2020
Refining Process Descriptions from Execution Data in Hybrid Planning Domain Models.
Proceedings of the Thirtieth International Conference on Automated Planning and Scheduling, 2020

In Defence of Design Patterns for AI Planning Knowledge Models.
Proceedings of the AIxIA 2020 - Advances in Artificial Intelligence, 2020

In Defence of Design Patterns for AI Planning Knowledge Models (short paper).
Proceedings of the Joint Proceedings of the 8th Italian Workshop on Planning and Scheduling and the 27th International Workshop on Experimental Evaluation of Algorithms for Solving Problems with Combinatorial Explosion co-located with AIxIA 2020, 2020

2019
Inner entanglements: Narrowing the search in classical planning by problem reformulation.
Comput. Intell., 2019

Improving Planning Performance in PDDL+ Domains via Automated Predicate Reformulation.
Proceedings of the Computational Science - ICCS 2019, 2019

2018
What you always wanted to know about the deterministic part of the International Planning Competition (IPC) 2014 (but were too afraid to ask).
Knowl. Eng. Rev., 2018

Outer entanglements: a general heuristic technique for improving the efficiency of planning algorithms.
J. Exp. Theor. Artif. Intell., 2018

An Innovative Heuristic for Planning-Based Urban Traffic Control.
Proceedings of the Computational Science - ICCS 2018, 2018

2017
A Hybrid Approach to Process Planning: The Urban Traffic Controller Example.
J. Comput. Sci., 2017

The Fifth International Competition on Knowledge Engineering for Planning and Scheduling: Summary and Trends.
AI Mag., 2017

Improving a Planner's Performance through Online Heuristic Configuration of Domain Models.
Proceedings of the Tenth International Symposium on Combinatorial Search, 2017

Engineering Knowledge for Automated Planning: Towards a Notion of Quality.
Proceedings of the Knowledge Capture Conference, 2017

Automated Planning for Urban Traffic Management.
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Embedding Automated Planning within Urban Traffic Management Operations.
Proceedings of the Twenty-Seventh International Conference on Automated Planning and Scheduling, 2017

2016
Automated planning for Urban traffic control: Strategic vehicle routing to respect air quality limitations.
Intelligenza Artificiale, 2016

On the completeness of replacing primitive actions with macro-actions and its generalization to planning operators and macro-operators.
AI Commun., 2016

The SimplyfAI Project: Using AI Planning in Urban Traffic Management or If at First the Representation Does not Work, Try, Try and Try and Again.
Proceedings of the 34th Workshop of the UK Planning and Scheduling Special Interest Group, 2016

Towards The Integration of Model Predictive Control into an AI Planning Framework.
Proceedings of the 34th Workshop of the UK Planning and Scheduling Special Interest Group, 2016

An Improved Self-Structuring Neural Network.
Proceedings of the Trends and Applications in Knowledge Discovery and Data Mining, 2016

A dynamic self-structuring neural network model to combat phishing.
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

Efficient Macroscopic Urban Traffic Models for Reducing Congestion: A PDDL+ Planning Approach.
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

Autonomic Road Transport Support Systems: An Introduction.
Proceedings of the Autonomic Road Transport Support Systems, 2016

Self-management in Urban Traffic Control: An Automated Planning Perspective.
Proceedings of the Autonomic Road Transport Support Systems, 2016

2015
Phishing Websites.
Dataset, March, 2015

Tutorial and critical analysis of phishing websites methods.
Comput. Sci. Rev., 2015

The 2014 International Planning Competition: Progress and Trends.
AI Mag., 2015

Exploring the Synergy between Two Modular Learning Techniques for Automated Planning.
Proceedings of the Eighth Annual Symposium on Combinatorial Search, 2015

On the Effective Configuration of Planning Domain Models.
Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015

On the Online Generation of Effective Macro-Operators.
Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015

Discovering Interesting Trends in Real Medical Data: A Study in Diabetic Retinopathy.
Proceedings of the Progress in Artificial Intelligence, 2015

2014
Predicting phishing websites based on self-structuring neural network.
Neural Comput. Appl., 2014

Intelligent rule-based phishing websites classification.
IET Inf. Secur., 2014

Ontological Support for Modelling Planning Knowledge.
Proceedings of the Knowledge Discovery, Knowledge Engineering and Knowledge Management, 2014

KEWI - A Knowledge Engineering Tool for Modelling AI Planning Tasks.
Proceedings of the KEOD 2014, 2014

Dynamic OWL Ontology Design Using UML and BPMN.
Proceedings of the KEOD 2014, 2014

MUM: A Technique for Maximising the Utility of Macro-operators by Constrained Generation and Use.
Proceedings of the Twenty-Fourth International Conference on Automated Planning and Scheduling, 2014

2013
Acquiring planning domain models using <i>LOCM</i>.
Knowl. Eng. Rev., 2013

Preface to special issue on Knowledge Engineering for Planning and Scheduling.
Knowl. Eng. Rev., 2013

Generating Macro-Operators by Exploiting Inner Entanglements.
Proceedings of the Tenth Symposium on Abstraction, Reformulation, and Approximation, 2013

Determining Linearity of Optimal Plans by Operator Schema Analysis.
Proceedings of the Tenth Symposium on Abstraction, Reformulation, and Approximation, 2013

Towards application of automated planning in urban traffic control.
Proceedings of the 16th International IEEE Conference on Intelligent Transportation Systems, 2013

Exploring Knowledge Engineering Strategies in Designing and Modelling a Road Traffic Accident Management Domain.
Proceedings of the IJCAI 2013, 2013

2012
OCL Plus: Processes and Events in Object-Centred Planning.
Proceedings of the STAIRS 2012, 2012

Determining Redundant Actions in Sequential Plans.
Proceedings of the IEEE 24th International Conference on Tools with Artificial Intelligence, 2012

An assessment of features related to phishing websites using an automated technique.
Proceedings of the 7th International Conference for Internet Technology and Secured Transactions, 2012

Reformulating Planning Problems: A Theoretical Point of View.
Proceedings of the Twenty-Fifth International Florida Artificial Intelligence Research Society Conference, 2012

Large-scale Parallel Stratified Defeasible Reasoning.
Proceedings of the ECAI 2012, 2012

On Exploiting Structures of Classical Planning Problems: Generalizing Entanglements.
Proceedings of the ECAI 2012, 2012

Optimizing Plans through Analysis of Action Dependencies and Independencies.
Proceedings of the Twenty-Second International Conference on Automated Planning and Scheduling, 2012

2011
Real-Time Path Planning using a Simulation-Based Markov Decision Process.
Proceedings of the Research and Development in Intelligent Systems XXVIII, 2011

2010
Preface to special issue on planning and scheduling.
Knowl. Eng. Rev., 2010

A New Classification Based on Association Algorithm.
J. Inf. Knowl. Manag., 2010

The Third Competition on Knowledge Engineering for Planning and Scheduling.
AI Mag., 2010

2009
Action Knowledge Acquisition with Opmaker2.
Proceedings of the Agents and Artificial Intelligence - International Conference, 2009

Automated Acquisition of Action Knowledge.
Proceedings of the ICAART 2009 - Proceedings of the International Conference on Agents and Artificial Intelligence, Porto, Portugal, January 19, 2009

Acquisition of Object-Centred Domain Models from Planning Examples.
Proceedings of the 19th International Conference on Automated Planning and Scheduling, 2009

2008
Looking at the Class Associative Classification Training Algorithm.
Proceedings of the Fifth International Conference on Information Technology: New Generations (ITNG 2008), 2008

2007
Planning domain definition using GIPO.
Knowl. Eng. Rev., 2007

Introduction to the Special Issue on Knowledge Engineering Tools and Techniques for Automated Planning and Scheduling Systems.
Knowl. Eng. Rev., 2007

2006
The First Competition on Knowledge Engineering for Planning and Scheduling.
AI Mag., 2006

2004
Knowledge Formulation for AI Planning.
Proceedings of the Engineering Knowledge in the Age of the Semantic Web, 2004

2003
GIPO II: HTN Planning in a Tool-supported Knowledge Engineering Environment.
Proceedings of the Thirteenth International Conference on Automated Planning and Scheduling (ICAPS 2003), 2003

2002
A Tool Supported Structured Method for Planning Domain Acquisition.
Proceedings of the Foundations of Intelligent Systems, 13th International Symposium, 2002

An Interactive Method for Inducing Operator Descriptions.
Proceedings of the Sixth International Conference on Artificial Intelligence Planning Systems, 2002

2001
The Application of Machine Learning Tools to the Validation of an Air Traffic Control Domain Theory.
Int. J. Artif. Intell. Tools, 2001

The Automated Refinement of a Requirements Domain Theory.
Autom. Softw. Eng., 2001

2000
OCL-Graph: Exploiting Object Structure in a Plan Graph Algorithm.
Proceedings of the 14th Workshop "New Results in Planning, 2000

Knowledge Representation in Planning: A PDDL to <i>OCL<sub>h</sub></i> Translation.
Proceedings of the Foundations of Intelligent Systems, 12th International Symposium, 2000

The application of a machine learning tool to the validation of an air traffic control domain theory.
Proceedings of the 12th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2000), 2000

Object Transition Sequences: A New Form of Abstraction for HTN Planners.
Proceedings of the Fifth International Conference on Artificial Intelligence Planning Systems, 2000

1998
Towards the Automated Debugging and Maintenance of Logic-based Requirements Models.
Proceedings of the Thirteenth IEEE Conference on Automated Software Engineering, 1998

A tool-supported approach to engineering HTN planning models.
Proceedings of the Tenth IEEE International Conference on Tools with Artificial Intelligence, 1998

A Case Study in the Use of Theory Revision in Requirements Validation.
Proceedings of the Fifteenth International Conference on Machine Learning (ICML 1998), 1998

1997
Engineering and Compiling Planning Domain Models to Promote Validity and Efficiency.
Artif. Intell., 1997

1996
Object-Centered Planning: Lifting Classical Planning from the Literal Level to the Object Level.
Proceedings of the Eigth International Conference on Tools with Artificial Intelligence, 1996

1995
A Requirements Capture Method and its use in an Air Traffic Control Application.
Softw. Pract. Exp., 1995

1994
Learning Heuristics for Ordering Plan Goals through Static Operator Analysis.
Proceedings of the Methodologies for Intelligent Systems, 8th International Symposium, 1994

1991
Towards an Adaptive Information Retrieval System.
Proceedings of the Methodologies for Intelligent Systems, 6th International Symposium, 1991

Incremental Learning in a Probalistic Information Retrieval System.
Proceedings of the Eighth International Workshop (ML91), 1991

1989
<i>Progress in machine learning - Proceedings of EWSL 87: Second European working session on learning</i> by I. Bratko and N. Lavrac (eds.), Sigma Press, pp 256, £14.95.
Knowl. Eng. Rev., 1989

1988
Experience-driven heuristic acquisition in general problem solvers.
PhD thesis, 1988

Deriving a Correct Logic Program from the Formal Specification of a Non-Linear Planner.
Proceedings of the Methodologies for Intelligent Systems, 1988

1987
Combining Weak Learning Heuristics in General Problem Solvers.
Proceedings of the 10th International Joint Conference on Artificial Intelligence. Milan, 1987


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