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ORCIDThomas Leo McCluskey
Thomas Lee McCluskey – Lee McCluskey – Thomas L. McCluskey
Person information
- affiliation: University of Huddersfield, School of Computing and Engineering
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Books and Theses
- 1988
[b1]Thomas Leo McCluskey:
Experience-driven heuristic acquisition in general problem solvers. City University London, UK, 1988
Journal Articles
- 2021
- [j25]Mauro Vallati
, Lukás Chrpa, Thomas Leo McCluskey, Frank Hutter:
On the Importance of Domain Model Configuration for Automated Planning Engines. J. Autom. Reason. 65(6): 727-773 (2021) - 2019
- [j24]Lukás Chrpa, Mauro Vallati, Thomas Leo McCluskey:
Inner entanglements: Narrowing the search in classical planning by problem reformulation. Comput. Intell. 35(2): 395-429 (2019) - 2018
- [j23]Lukás Chrpa, Mauro Vallati, Thomas Leo McCluskey:
Outer entanglements: a general heuristic technique for improving the efficiency of planning algorithms. J. Exp. Theor. Artif. Intell. 30(6): 831-856 (2018) - [j22]Mauro Vallati, Lukás Chrpa, Thomas Leo McCluskey:
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. 33: e3 (2018) - 2017
- [j21]Lukás Chrpa, Thomas Leo McCluskey, Mauro Vallati, Tiago Vaquero:
The Fifth International Competition on Knowledge Engineering for Planning and Scheduling: Summary and Trends. AI Mag. 38(1): 104-106 (2017) - [j20]Falilat Jimoh, Simon Parkinson, Thomas Leo McCluskey:
A Hybrid Approach to Process Planning: The Urban Traffic Controller Example. J. Comput. Sci. 13(8): 257-274 (2017) - 2016
- [j19]Lukás Chrpa, Thomas Leo McCluskey, Hugh Osborne:
On the completeness of replacing primitive actions with macro-actions and its generalization to planning operators and macro-operators. AI Commun. 29(1): 163-183 (2016) - [j18]Lukás Chrpa, Daniele Magazzeni, Keith McCabe, Thomas Leo McCluskey, Mauro Vallati:
Automated planning for Urban traffic control: Strategic vehicle routing to respect air quality limitations. Intelligenza Artificiale 10(2): 113-128 (2016) - 2015
- [j17]Mauro Vallati, Lukás Chrpa, Marek Grzes, Thomas Leo McCluskey, Mark Roberts, Scott Sanner:
The 2014 International Planning Competition: Progress and Trends. AI Mag. 36(3): 90-98 (2015) - [j16]Rami Mustafa A. Mohammad, Fadi A. Thabtah, Lee McCluskey:
Tutorial and critical analysis of phishing websites methods. Comput. Sci. Rev. 17: 1-24 (2015) - 2014
- [j15]Rami Mustafa A. Mohammad, Fadi A. Thabtah, Lee McCluskey:
Intelligent rule-based phishing websites classification. IET Inf. Secur. 8(3): 153-160 (2014) - [j14]Rami Mustafa A. Mohammad, Fadi A. Thabtah, Lee McCluskey:
Predicting phishing websites based on self-structuring neural network. Neural Comput. Appl. 25(2): 443-458 (2014) - 2013
- [j13]Roman Barták, Simone Fratini, Thomas Leo McCluskey:
Preface to special issue on Knowledge Engineering for Planning and Scheduling. Knowl. Eng. Rev. 28(2): 117-119 (2013) - [j12]Stephen Cresswell, Thomas Leo McCluskey, Margaret Mary West:
Acquiring planning domain models using LOCM. Knowl. Eng. Rev. 28(2): 195-213 (2013) - 2010
- [j11]Roman Barták, Simone Fratini, Lee McCluskey:
The Third Competition on Knowledge Engineering for Planning and Scheduling. AI Mag. 31(1): 95-98 (2010) - [j10]Fadi A. Thabtah, Qazafi Mahmood, Lee McCluskey, Hussein Abdel-jaber:
A New Classification Based on Association Algorithm. J. Inf. Knowl. Manag. 9(1): 55-64 (2010) - [j9]Roman Barták, Amedeo Cesta, Lee McCluskey, Miguel A. Salido:
Preface to special issue on planning and scheduling. Knowl. Eng. Rev. 25(3): 247-248 (2010) - 2007
- [j8]Roman Barták, Lee McCluskey:
Introduction to the Special Issue on Knowledge Engineering Tools and Techniques for Automated Planning and Scheduling Systems. Knowl. Eng. Rev. 22(2): 115-116 (2007) - [j7]Ron M. Simpson, Diane E. Kitchin, Thomas Leo McCluskey:
Planning domain definition using GIPO. Knowl. Eng. Rev. 22(2): 117-134 (2007) - 2006
- [j6]Roman Barták, Lee McCluskey:
The First Competition on Knowledge Engineering for Planning and Scheduling. AI Mag. 27(1): 97-98 (2006) - 2001
- [j5]Thomas Leo McCluskey, Margaret Mary West:
The Automated Refinement of a Requirements Domain Theory. Autom. Softw. Eng. 8(2): 195-218 (2001) - [j4]Margaret Mary West, Thomas Leo McCluskey:
The Application of Machine Learning Tools to the Validation of an Air Traffic Control Domain Theory. Int. J. Artif. Intell. Tools 10(4): 613-637 (2001) - 1997
- [j3]Thomas Leo McCluskey, J. M. Porteous:
Engineering and Compiling Planning Domain Models to Promote Validity and Efficiency. Artif. Intell. 95(1): 1-65 (1997) - 1995
- [j2]Thomas Leo McCluskey, J. M. Porteous, Y. Naik, C. N. Taylor, Sara Jones:
A Requirements Capture Method and its use in an Air Traffic Control Application. Softw. Pract. Exp. 25(1): 47-71 (1995) - 1989
- [j1]Lee McCluskey:
Progress in machine learning - Proceedings of EWSL 87: Second European working session on learning by I. Bratko and N. Lavrac (eds.), Sigma Press, pp 256, £14.95. Knowl. Eng. Rev. 4(3): 251-252 (1989)
Conference and Workshop Papers
- 2023
- [c63]Saumya Bhatnagar, Rongge Guo, Keith McCabe, Thomas L. McCluskey, Francesco Percassi, Mauro Vallati:
Automated Planning for Generating and Simulating Traffic Signal Strategies. IJCAI 2023: 7119-7122 - [c62]Francesco Percassi, Saumya Bhatnagar, Rongge Guo, Keith McCabe, Thomas Leo McCluskey, Mauro Vallati:
An Efficient Heuristic for AI-based Urban Traffic Control. MT-ITS 2023: 1-6 - [c61]Emmanuel Papadakis, Thomas Leo McCluskey, Hassna Louadah, Gareth Tucker:
Ontology-guided Knowledge Graph Construction to Support Scheduling in a Train Maintenance Depot. PLATO@ICAPS 2023 - 2022
- [c60]Enrico Scala, Thomas L. McCluskey, Mauro Vallati:
Verification of Numeric Planning Problems Through Domain Dynamic Consistency. AI*IA 2022: 171-183 - [c59]Saumya Bhatnagar, Sumit Mund, Enrico Scala, Keith McCabe, Thomas Leo McCluskey, Mauro Vallati:
On-the-Fly Knowledge Acquisition for Automated Planning Applications: Challenges and Lessons Learnt. ICAART (2) 2022: 387-397 - [c58]Saumya Bhatnagar, Rongge Guo, Keith McCabe, Thomas L. McCluskey, Enrico Scala, Mauro Vallati:
Leveraging Artificial Intelligence for Simulating Traffic Signal Strategies. ITSC 2022: 607-612 - 2021
- [c57]Mauro Vallati, Thomas Leo McCluskey:
A Quality Framework for Automated Planning Knowledge Models. ICAART (2) 2021: 635-644 - 2020
- [c56]Mauro Vallati, Thomas Leo McCluskey:
In Defence of Design Patterns for AI Planning Knowledge Models (short paper). IPS-RCRA@AI*IA 2020 - [c55]Mauro Vallati, Thomas Leo McCluskey:
In Defence of Design Patterns for AI Planning Knowledge Models. AI*IA 2020: 191-203 - [c54]Alan Lindsay, Santiago Franco, Rubiya Reba, Thomas Leo McCluskey:
Refining Process Descriptions from Execution Data in Hybrid Planning Domain Models. ICAPS 2020: 469-477 - 2019
- [c53]Santiago Franco, Mauro Vallati, Alan Lindsay, Thomas Lee McCluskey:
Improving Planning Performance in PDDL+ Domains via Automated Predicate Reformulation. ICCS (5) 2019: 491-498 - 2018
- [c52]Santiago Franco, Alan Lindsay, Mauro Vallati, Thomas Lee McCluskey:
An Innovative Heuristic for Planning-Based Urban Traffic Control. ICCS (1) 2018: 181-193 - 2017
- [c51]Thomas Leo McCluskey, Mauro Vallati:
Embedding Automated Planning within Urban Traffic Management Operations. ICAPS 2017: 391-399 - [c50]Thomas Leo McCluskey, Mauro Vallati, Santiago Franco:
Automated Planning for Urban Traffic Management. IJCAI 2017: 5238-5240 - [c49]Thomas Leo McCluskey, Tiago Stegun Vaquero, Mauro Vallati:
Engineering Knowledge for Automated Planning: Towards a Notion of Quality. K-CAP 2017: 14:1-14:8 - [c48]Mauro Vallati, Lukás Chrpa, Thomas Leo McCluskey:
Improving a Planner's Performance through Online Heuristic Configuration of Domain Models. SOCS 2017: 171-172 - 2016
- [c47]Mauro Vallati, Daniele Magazzeni, Bart De Schutter, Lukás Chrpa, Thomas Leo McCluskey:
Efficient Macroscopic Urban Traffic Models for Reducing Congestion: A PDDL+ Planning Approach. AAAI 2016: 3188-3194 - [c46]Fadi A. Thabtah, Rami Mustafa A. Mohammad, Lee McCluskey:
A dynamic self-structuring neural network model to combat phishing. IJCNN 2016: 4221-4226 - [c45]Rami Mustafa A. Mohammad, Fadi A. Thabtah, Lee McCluskey:
An Improved Self-Structuring Neural Network. PAKDD Workshops 2016: 35-47 - [c44]Falilat Jimoh, Thomas Leo McCluskey:
Towards The Integration of Model Predictive Control into an AI Planning Framework. PlanSIG 2016 - [c43]Thomas Leo McCluskey, Mauro Vallati:
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. PlanSIG 2016 - 2015
- [c42]Lukás Chrpa, Daniele Magazzeni, Keith McCabe, Thomas Leo McCluskey, Mauro Vallati:
Automated Planning for Urban Traffic Control: Strategic Vehicle Routing to Respect Air Quality Limitations. IPS@AI*IA 2015: 65-79 - [c41]Vassiliki Somaraki, Mauro Vallati, Thomas Leo McCluskey:
Discovering Interesting Trends in Real Medical Data: A Study in Diabetic Retinopathy. EPIA 2015: 134-140 - [c40]Lukás Chrpa, Mauro Vallati, Thomas Leo McCluskey:
On the Online Generation of Effective Macro-Operators. IJCAI 2015: 1544-1550 - [c39]Mauro Vallati, Frank Hutter, Lukás Chrpa, Thomas Leo McCluskey:
On the Effective Configuration of Planning Domain Models. IJCAI 2015: 1704-1711 - [c38]Raquel Fuentetaja, Lukás Chrpa, Thomas Leo McCluskey, Mauro Vallati:
Exploring the Synergy between Two Modular Learning Techniques for Automated Planning. SOCS 2015: 35-43 - 2014
- [c37]Lukás Chrpa, Mauro Vallati, Thomas Leo McCluskey:
MUM: A Technique for Maximising the Utility of Macro-operators by Constrained Generation and Use. ICAPS 2014 - [c36]Gerhard Wickler, Lukás Chrpa, Thomas Leo McCluskey:
KEWI - A Knowledge Engineering Tool for Modelling AI Planning Tasks. KEOD 2014: 36-47 - [c35]Gerhard Wickler, Lukás Chrpa, Thomas Leo McCluskey:
Ontological Support for Modelling Planning Knowledge. IC3K (Selected Papers) 2014: 293-312 - [c34]Joanna Isabelle Olszewska, Ron M. Simpson, Thomas Leo McCluskey:
Dynamic OWL Ontology Design Using UML and BPMN. KEOD 2014: 436-444 - 2013
- [c33]Mohammad Munshi Shahin Shah, Lukás Chrpa, Diane E. Kitchin, Thomas Leo McCluskey, Mauro Vallati:
Exploring Knowledge Engineering Strategies in Designing and Modelling a Road Traffic Accident Management Domain. IJCAI 2013: 2373-2379 - [c32]Falilat Jimoh, Lukás Chrpa, Thomas Leo McCluskey, Shahin Shah:
Towards application of automated planning in urban traffic control. ITSC 2013: 985-990 - [c31]Lukás Chrpa, Mauro Vallati, Thomas Leo McCluskey:
Determining Linearity of Optimal Plans by Operator Schema Analysis. SARA 2013 - [c30]Lukás Chrpa, Mauro Vallati, Thomas Leo McCluskey, Diane E. Kitchin:
Generating Macro-Operators by Exploiting Inner Entanglements. SARA 2013 - 2012
- [c29]Lukás Chrpa, Thomas Leo McCluskey, Hugh Osborne:
Optimizing Plans through Analysis of Action Dependencies and Independencies. ICAPS 2012 - [c28]Lukás Chrpa, Thomas Leo McCluskey:
On Exploiting Structures of Classical Planning Problems: Generalizing Entanglements. ECAI 2012: 240-245 - [c27]Ilias Tachmazidis, Grigoris Antoniou, Giorgos Flouris, Spyros Kotoulas, Lee McCluskey:
Large-scale Parallel Stratified Defeasible Reasoning. ECAI 2012: 738-743 - [c26]Lukás Chrpa, Thomas Leo McCluskey, Hugh Osborne:
Reformulating Planning Problems: A Theoretical Point of View. FLAIRS 2012 - [c25]Rami Mustafa A. Mohammad, Fadi A. Thabtah, Lee McCluskey:
An assessment of features related to phishing websites using an automated technique. ICITST 2012: 492-497 - [c24]Lukás Chrpa, Thomas Leo McCluskey, Hugh Osborne:
Determining Redundant Actions in Sequential Plans. ICTAI 2012: 484-491 - [c23]Shahin Shah, Lukás Chrpa, Peter Gregory, Thomas Leo McCluskey, Falilat Jimoh:
OCL Plus: Processes and Events in Object-Centred Planning. STAIRS 2012: 282-293 - 2011
- [c22]Munir Naveed, Andrew Crampton, Diane E. Kitchin, Thomas Leo McCluskey:
Real-Time Path Planning using a Simulation-Based Markov Decision Process. SGAI Conf. 2011: 35-48 - 2009
- [c21]Stephen Cresswell, Thomas Leo McCluskey, Margaret Mary West:
Acquisition of Object-Centred Domain Models from Planning Examples. ICAPS 2009 - [c20]Thomas Leo McCluskey, Stephen Cresswell, N. Elisabeth Richardson, Margaret Mary West:
Automated Acquisition of Action Knowledge. ICAART 2009: 93-100 - [c19]Thomas Leo McCluskey, Stephen Cresswell, N. Elisabeth Richardson, Margaret Mary West:
Action Knowledge Acquisition with Opmaker2. ICAART (Revised Selected Papers) 2009: 137-150 - 2008
- [c18]Fadi A. Thabtah, Qazafi Mahmood, Lee McCluskey:
Looking at the Class Associative Classification Training Algorithm. ITNG 2008: 426-431 - 2004
- [c17]Thomas Leo McCluskey, Ron M. Simpson:
Knowledge Formulation for AI Planning. EKAW 2004: 449-465 - 2003
- [c16]Thomas Leo McCluskey, Donghong Liu, Ron M. Simpson:
GIPO II: HTN Planning in a Tool-supported Knowledge Engineering Environment. ICAPS 2003: 92-101 - 2002
- [c15]Thomas Leo McCluskey, N. Elisabeth Richardson, Ron M. Simpson:
An Interactive Method for Inducing Operator Descriptions. AIPS 2002: 121-130 - [c14]Ron M. Simpson, Thomas Leo McCluskey:
A Tool Supported Structured Method for Planning Domain Acquisition. ISMIS 2002: 544-552 - 2000
- [c13]Thomas Leo McCluskey:
Object Transition Sequences: A New Form of Abstraction for HTN Planners. AIPS 2000: 216-225 - [c12]Margaret Mary West, Thomas Leo McCluskey:
The application of a machine learning tool to the validation of an air traffic control domain theory. ICTAI 2000: 414-421 - [c11]Ron M. Simpson, Thomas Leo McCluskey, Donghong Liu, Diane E. Kitchin:
Knowledge Representation in Planning: A PDDL to OCLh Translation. ISMIS 2000: 610-618 - [c10]Ron M. Simpson, Thomas Leo McCluskey, Donghong Liu:
OCL-Graph: Exploiting Object Structure in a Plan Graph Algorithm. PuK 2000 - 1998
- [c9]Thomas Leo McCluskey, Margaret Mary West:
A Case Study in the Use of Theory Revision in Requirements Validation. ICML 1998: 368-376 - [c8]Thomas Leo McCluskey, Diane E. Kitchin:
A tool-supported approach to engineering HTN planning models. ICTAI 1998: 272-279 - [c7]Thomas Leo McCluskey, Margaret Mary West:
Towards the Automated Debugging and Maintenance of Logic-based Requirements Models. ASE 1998: 105-114 - 1996
- [c6]Thomas Leo McCluskey, Diane E. Kitchin, J. M. Porteous:
Object-Centered Planning: Lifting Classical Planning from the Literal Level to the Object Level. ICTAI 1996: 346-353 - 1994
- [c5]Thomas Leo McCluskey, J. M. Porteous:
Learning Heuristics for Ordering Plan Goals through Static Operator Analysis. ISMIS 1994: 406-415 - 1991
- [c4]A. Goker, Thomas Leo McCluskey:
Incremental Learning in a Probalistic Information Retrieval System. ML 1991: 255-259 - [c3]A. Goker, Thomas Leo McCluskey:
Towards an Adaptive Information Retrieval System. ISMIS 1991: 348-357 - 1988
- [c2]Thomas Leo McCluskey:
Deriving a Correct Logic Program from the Formal Specification of a Non-Linear Planner. ISMIS 1988: 466-475 - 1987
- [c1]Thomas Leo McCluskey:
Combining Weak Learning Heuristics in General Problem Solvers. IJCAI 1987: 331-333
Parts in Books or Collections
- 2016
- [p2]Thomas Leo McCluskey, Apostolos Kotsialos, Jörg P. Müller, Franziska Klügl, Omer F. Rana, René Schumann:
Autonomic Road Transport Support Systems: An Introduction. Autonomic Road Transport Support Systems 2016: 1-11 - [p1]Falilat Jimoh, Thomas Leo McCluskey:
Self-management in Urban Traffic Control: An Automated Planning Perspective. Autonomic Road Transport Support Systems 2016: 29-46
Editorship
- 2016
- [e4]Thomas Leo McCluskey, Apostolos Kotsialos, Jörg P. Müller, Franziska Klügl, Omer F. Rana, René Schumann:
Autonomic Road Transport Support Systems. Springer 2016, ISBN 978-3-319-25806-5 [contents] - [e3]Roman Barták, Thomas Leo McCluskey, Enrico Pontelli:
Proceedings of the Workshop on Knowledge-based Techniques for Problem Solving and Reasoning co-located with 25th International Joint Conference on Artificial Intelligence (IJCAI 2016), New York City, USA, July 10, 2016. CEUR Workshop Proceedings 1648, CEUR-WS.org 2016 [contents] - 2012
- [e2]Lee McCluskey, Brian Charles Williams, José Reinaldo Silva, Blai Bonet:
Proceedings of the Twenty-Second International Conference on Automated Planning and Scheduling, ICAPS 2012, Atibaia, São Paulo, Brazil, June 25-19, 2012. AAAI 2012, ISBN 978-1-57735-562-5 [contents] - 2006
- [e1]Derek Long, Stephen F. Smith, Daniel Borrajo, Lee McCluskey:
Proceedings of the Sixteenth International Conference on Automated Planning and Scheduling, ICAPS 2006, Cumbria, UK, June 6-10, 2006. AAAI 2006, ISBN 978-1-57735-270-9 [contents]
Data and Artifacts
- 2015
- [d1]Rami Mustafa A. Mohammad, Lee McCluskey:
Phishing Websites. UCI Machine Learning Repository, 2015
Informal and Other Publications
- 2020
- [i1]Mauro Vallati, Lukás Chrpa, Thomas Leo McCluskey, Frank Hutter:
On the Importance of Domain Model Configuration for Automated Planning Engines. CoRR abs/2010.07710 (2020)
Coauthor Index
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