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2020 – today
- 2023
[j17]Lewis Veryard, Hani Hagras, Anthony Conway, Gilbert Owusu:
A heated stack based type-2 fuzzy multi-objective optimisation system for telecommunications capacity planning. Knowl. Based Syst. 260: 110134 (2023)- 2022
- [j16]Hugo Leon-Garza
, Hani Hagras, Anasol Peña-Ríos, Anthony Conway, Gilbert Owusu:
A type-2 fuzzy system-based approach for image data fusion to create building information models. Inf. Fusion 88: 115-125 (2022) - [c78]Amir Nasiri, Ed Keedwell, Raphaël Dorne, Mathias Kern, Gilbert Owusu:
A hyper-heuristic approach for the PDPTW. GECCO Companion 2022: 196-199 - [c77]Akinola Ogunsemi, John A. W. McCall, Mathias Kern, Benjamin Lacroix, David Corsar, Gilbert Owusu:
Facility location problem and permutation flow shop scheduling problem: a linked optimisation problem. GECCO Companion 2022: 735-738 - [c76]Akinola Ogunsemi, John McCall, Mathias Kern, Benjamin Lacroix, David Corsar, Gilbert Owusu:
Job Assignment Problem and Traveling Salesman Problem: A Linked Optimisation Problem. SGAI Conf. 2022: 19-33 - [c75]Himadri Sikhar Khargharia, Siddhartha Shakya, Sara Sharif, Russell Ainslie, Gilbert Owusu:
On Predicting the Work Load for Service Contractors. SGAI Conf. 2022: 223-237 - 2021
- [j15]Kyle Martin, Anne Liret, Nirmalie Wiratunga, Gilbert Owusu, Mathias Kern:
Evaluating Explainability Methods Intended for Multiple Stakeholders. Künstliche Intell. 35(3): 397-411 (2021) - [c74]Liam Beasley, Hani Hagras, Anthony Conway, Gilbert Owusu:
A Type-2 Fuzzy Based Multi-Objective Optimisation for Strategic Network Planning in the Telecommunication Domain. FUZZ-IEEE 2021: 1-7 - [c73]Ravikiran Chimatapu, Hani Hagras, Mathias Kern, Gilbert Owusu:
Enhanced Deep Type-2 Fuzzy Logic System For Global Interpretability. FUZZ-IEEE 2021: 1-8 - [c72]Hugo Leon-Garza, Hani Hagras, Anasol Peña-Ríos, Anthony Conway, Gilbert Owusu:
A Fuzzy Rule-based System using a Patch-based Approach for Semantic Segmentation in Floor Plans. FUZZ-IEEE 2021: 1-6 - [c71]Hugo Leon-Garza, Hani Hagras, Anasol Peña-Ríos, Anthony Conway, Gilbert Owusu:
An Interval Type-2 Fuzzy-based System to Create Building Information Management Models from 2D Floor Plan Images. FUZZ-IEEE 2021: 1-7 - [c70]Lewis Veryard, Hani Hagras, Anthony Conway, Gilbert Owusu:
A Type-2 Fuzzy Multi-Objective Multi-Chromosomal Optimisation for Capacity Planning within Telecommunication Networks. FUZZ-IEEE 2021: 1-8 - [c69]Ozkan Cem Bahceci, Anasol Peña-Ríos, Vikas Gupta, Anthony Conway, Gilbert Owusu:
Work-in-Progress-Using Immersive Virtual Reality in Field Service Telecom Engineers Training. iLRN 2021: 1-3 - [c68]Himadri Sikhar Khargharia, Siddhartha Shakya, Russell Ainslie, Gilbert Owusu:
Evolving Large Scale Prediction Models for Vehicle Volume Forecasting in Service Stations. SGAI Conf. 2021: 224-238 - 2020
- [j14]John H. Drake, Andrew Starkey, Gilbert Owusu, Edmund K. Burke:
Multiobjective evolutionary algorithms for strategic deployment of resources in operational units. Eur. J. Oper. Res. 282(2): 729-740 (2020) - [j13]Lewis Veryard, Hani Hagras, Andrew Starkey, Anthony Conway, Gilbert Owusu:
NNIR: N-Non-Intersecting-Routing Algorithm for Multi-Path Resilient Routing in Telecommunications Applications. Int. J. Comput. Intell. Syst. 13(1): 352-365 (2020) - [c67]Reginald Ankrah, Benjamin Lacroix, John A. W. McCall, Andrew Hardwick, Anthony Conway, Gilbert Owusu:
Racing Strategy for the Dynamic-Customer Location-Allocation Problem. CEC 2020: 1-8 - [c66]Ravikiran Chimatapu, Hani Hagras, Mathias Kern, Gilbert Owusu:
Hybrid Deep Learning Type-2 Fuzzy Logic Systems For Explainable AI. FUZZ-IEEE 2020: 1-6 - [c65]Hugo Leon-Garza, Hani Hagras, Anasol Peña-Ríos, Anthony Conway, Gilbert Owusu:
A Big Bang-Big Crunch Type-2 Fuzzy Logic System for Explainable Semantic Segmentation of Trees in Satellite Images using HSV Color Space. FUZZ-IEEE 2020: 1-7 - [c64]Hugo Leon-Garza, Hani Hagras, Anasol Peña-Ríos, Gilbert Owusu, Anthony Conway:
A Fuzzy Logic Based System for Cloud-based Building Information Modelling Rendering Optimization in Augmented Reality. FUZZ-IEEE 2020: 1-6 - [c63]Lewis Veryard, Hani Hagras, Anthony Conway, Gilbert Owusu:
A Type-2 Fuzzy Genetic Approach to Uncertain & Dynamic Resilient Routing within Telecommunications Networks. FUZZ-IEEE 2020: 1-6 - [c62]Anasol Peña-Ríos, Ozkan Cem Bahceci, Vikas Gupta, Anthony Conway, Gilbert Owusu:
Work-in-Progress - A Web-based Virtual Reality Training Simulator for Field Service Telecommunications Engineers. iLRN 2020: 316-319 - [c61]Anasol Peña-Ríos, Tomas Oplatek, Hani Hagras, Anthony Conway, Gilbert Owusu:
Work-in-Progress - Measuring Engagement in Virtual Reality for Talent Attraction Purposes. iLRN 2020: 324-327 - [c60]Akinola Ogunsemi, John A. W. McCall, Mathias Kern, Benjamin Lacroix, David Corsar, Gilbert Owusu:
Ensemble-Based Relationship Discovery in Relational Databases. SGAI Conf. 2020: 286-300 - [c59]Nouf Alkaabi, Siddhartha Shakya, Adriana Gabor, Andrzej Stefan Sluzek, Beum-Seuk Lee, Gilbert Owusu:
An Application of EDA and GA for Permutation Based Spare Part Allocation Problem. SGAI Conf. 2020: 393-399 - [c58]Himadri Sikhar Khargharia, Roberto Santana, Siddhartha Shakya, Russell Ainslie, Gilbert Owusu:
Investigating RNNs for vehicle volume forecasting in service stations. SSCI 2020: 2625-2632
2010 – 2019
- 2019
- [j12]Andrew Starkey, Hani Hagras, Sid Shakya, Gilbert Owusu:
iPatch: A Many-Objective Type-2 Fuzzy Logic System for Field Workforce Optimization. IEEE Trans. Fuzzy Syst. 27(3): 502-514 (2019) - [c57]Himadri Sikhar Khargharia, Siddhartha Shakya, Russell Ainslie, Sara AlShizawi, Gilbert Owusu:
Predicting Demand in IoT Enabled Service Stations. CogSIMA 2019: 81-87 - [c56]Emmanuel Ferreyra, Hani Hagras, Mathias Kern, Gilbert Owusu:
Depicting Decision-Making: A Type-2 Fuzzy Logic Based Explainable Artificial Intelligence System for Goal-Driven Simulation in the Workforce Allocation Domain. FUZZ-IEEE 2019: 1-6 - [c55]Lewis Veryard, Hani Hagras, Andrew Starkey, Gilbert Owusu:
A Fuzzy Genetic System for Resilient Routing in Uncertain & Dynamic Telecommunication Networks. FUZZ-IEEE 2019: 1-6 - [c54]Kenneth N. Reid, Jingpeng Li, Alexander E. I. Brownlee, Mathias Kern, Nadarajen Veerapen, Jerry Swan, Gilbert Owusu:
A hybrid metaheuristic approach to a real world employee scheduling problem. GECCO 2019: 1311-1318 - [c53]Himadri Sikhar Khargharia, Siddhartha Shakya, Russell Ainslie, Gilbert Owusu:
Evolving Prediction Models with Genetic Algorithm to Forecast Vehicle Volume in a Service Station (Best Application Paper). SGAI Conf. 2019: 167-179 - [c52]Kyle Martin, Anne Liret, Nirmalie Wiratunga, Gilbert Owusu, Mathias Kern:
Developing a Catalogue of Explainability Methods to Support Expert and Non-expert Users. SGAI Conf. 2019: 309-324 - [c51]Siddhartha Shakya, Beum-Seuk Lee, Gilbert Owusu:
Optimizing Field Productivity by Mobile Warehouse Deployment Using Evolutionary Algorithms. SSCI 2019: 1652-1659 - 2018
- [j11]Andrew Starkey, Hani Hagras, Siddhartha Shakya, Gilbert Owusu:
A Genetic Algorithm Based System for Simultaneous Optimisation of Workforce Skills and Teams. Künstliche Intell. 32(4): 245-260 (2018) - [c50]Russell Ainslie, John A. W. McCall, Sid Shakya, Gilbert Owusu:
Tactical Plan Optimisation for Large Multi-Skilled Workforces Using a Bi-Level Model. CEC 2018: 1-8 - [c49]Kenneth N. Reid, Jingpeng Li, Nadarajen Veerapen, Jerry Swan, Alistair McCormick, Mathias Kern, Gilbert Owusu:
Shift Scheduling and Employee Rostering: An Evolutionary Ruin & Stochastic Recreate Solution. CEEC 2018: 19-23 - [c48]Ravikiran Chimatapu, Hani Hagras, Andrew Starkey, Gilbert Owusu:
Stacked Auto Encoder Based Hybrid Genetic Algorithm for Workforce Optimization. CEEC 2018: 236-241 - [c47]Emmanuel Ferreyra, Hani Hagras, Mathias Kern, Gilbert Owusu:
Improving Goal-Driven Simulation Performance Using Fuzzy Membership Correlation Analysis. CEEC 2018: 254-259 - [c46]Ravikiran Chimatapu, Hani Hagras, Andrew Starkey, Gilbert Owusu:
A Big-Bang Big-Crunch Type-2 Fuzzy Logic System for Generating Interpretable Models in Workforce Optimization. FUZZ-IEEE 2018: 1-8 - [c45]Ravikiran Chimatapu, Hani Hagras, Andrew Starkey, Gilbert Owusu:
Interval Type-2 Fuzzy Logic Based Stacked Autoencoder Deep Neural Network For Generating Explainable AI Models in Workforce Optimization. FUZZ-IEEE 2018: 1-8 - [c44]Anasol Peña-Ríos, Hani Hagras, Michael Gardner, Gilbert Owusu:
A Type-2 Fuzzy Logic Based System for Augmented Reality Visualisation of Georeferenced Data. FUZZ-IEEE 2018: 1-8 - [c43]Ravikiran Chimatapu, Hani Hagras, Andrew Starkey, Gilbert Owusu:
Enhancing Human Decision Making for Workforce Optimisation Using a Stacked Auto Encoder Based Hybrid Genetic Algorithm. SGAI Conf. 2018: 63-75 - [c42]Sara AlShizawi, Siddhartha Shakya, Andrzej Stefan Sluzek, Russell Ainslie, Gilbert Owusu:
Predicting Fluid Work Demand in Service Organizations Using AI Techniques. SGAI Conf. 2018: 266-276 - [c41]Mary Dimitropoulaki, Mathias Kern, Gilbert Owusu, Alistair McCormick:
Workforce Rostering via Metaheuristics. SGAI Conf. 2018: 277-290 - [c40]Kyle Martin, Anne Liret, Nirmalie Wiratunga, Gilbert Owusu, Mathias Kern:
Risk Information Recommendation for Engineering Workers. SGAI Conf. 2018: 311-325 - [c39]Emmanuel Ferreyra, Hani Hagras, Mathias Kern, Gilbert Owusu:
Enabling Field Force Operational Sustainability: A Big Bang-Big Crunch Type-2 Fuzzy Logic System for Goal-Driven Simulation. SSCI 2018: 2223-2230 - [c38]Ravikiran Chimatapu, Hani Hagras, Andrew Starkey, Gilbert Owusu:
Explainable AI and Fuzzy Logic Systems. TPNC 2018: 3-20 - 2017
- [c37]Sid Shakya, Beum-Seuk Lee, Carla Di Cairano-Gilfedder, Gilbert Owusu:
Spares parts optimization for legacy telecom networks using a permutation-based evolutionary algorithm. CEC 2017: 1742-1748 - [c36]Emmanuel Ferreyra, Hani Hagras, Ahmed Mohamed, Gilbert Owusu:
A type-2 fuzzy logic system for engineers estimation in the workforce allocation domain. FUZZ-IEEE 2017: 1-6 - [c35]Anasol Peña-Ríos, Hani Hagras, Michael Gardner, Gilbert Owusu:
A fuzzy logic based system for geolocated augmented reality field service support. FUZZ-IEEE 2017: 1-6 - [c34]Anasol Peña-Ríos, Hani Hagras, Michael Gardner, Gilbert Owusu:
A type-2 Fuzzy Logic based System for asset geolocation within augmented reality environments. FUZZ-IEEE 2017: 1-6 - [c33]Andrew Starkey, Hani Hagras, Sid Shakya, Gilbert Owusu:
Fuzzy dominance rules for real-world many objective optimization. FUZZ-IEEE 2017: 1-6 - [c32]Ahmed Mohamed, Aysenur Bilgin, Anne Liret, Gilbert Owusu:
Fuzzy Logic Based Personalized Task Recommendation System for Field Services. SGAI Conf. 2017: 300-312 - [c31]Russell Ainslie, John A. W. McCall, Sid Shakya, Gilbert Owusu:
Predicting Service Levels Using Neural Networks. SGAI Conf. 2017: 411-416 - 2016
- [j10]Andrew Starkey, Hani Hagras, Siddhartha Shakya, Gilbert Owusu:
A multi-objective genetic type-2 fuzzy logic based system for mobile field workforce area optimization. Inf. Sci. 329: 390-411 (2016) - [j9]Andrew Starkey, Hani Hagras, Siddhartha Shakya, Gilbert Owusu, Ahmed Mohamed, Daniyal M. Al-Ghazzawi:
A cloud computing based many objective type-2 fuzzy logic system for mobile field workforce area optimization. Memetic Comput. 8(4): 269-286 (2016) - [c30]Andrew Starkey, Hani Hagras, Siddhartha Shakya, Gilbert Owusu:
A comparison of particle swarm optimization and genetic algorithms for a multi-objective Type-2 fuzzy logic based system for the optimal allocation of mobile field engineers. CEC 2016: 5068-5075 - [c29]Anasol Peña-Ríos, Hani Hagras, Michael Gardner, Gilbert Owusu:
A Fuzzy Logic based system for Mixed Reality assistance of remote workforce. FUZZ-IEEE 2016: 408-415 - [c28]Andrew Starkey, Hani Hagras, Siddhartha Shakya, Gilbert Owusu:
A many-objective genetic type-2 fuzzy logic system for the optimal allocation of mobile field engineers. FUZZ-IEEE 2016: 2051-2058 - [c27]Pierre Desport, Frédéric Lardeux, David Lesaint, Anne Liret, Carla Di Cairano-Gilfedder, Gilbert Owusu:
Model and Combinatorial Optimization Methods for Tactical Planning in Closed-Loop Supply Chains. ICTAI 2016: 888-895 - [c26]Russell Ainslie, John A. W. McCall, Siddhartha Shakya, Gilbert Owusu:
Predictive planning with neural networks. IJCNN 2016: 2110-2117 - [c25]Andrew Starkey, Hani Hagras, Siddhartha Shakya, Gilbert Owusu:
A Genetic Algorithm Based Approach for the Simultaneous Optimisation of Workforce Skill Sets and Team Allocation. SGAI Conf. 2016: 253-266 - [c24]Kenneth N. Reid, Jingpeng Li, Jerry Swan, Alistair McCormick, Gilbert Owusu:
Variable Neighbourhood Search: A case study for a highly-constrained workforce scheduling problem. SSCI 2016: 1-6 - 2015
- [c23]Andrew Starkey, Hani Hagras, Siddhartha Shakya, Gilbert Owusu:
A genetic type-2 fuzzy logic based approach for the optimal allocation of mobile field engineers to their working areas. FUZZ-IEEE 2015: 1-8 - [c22]Russell Ainslie, Siddhartha Shakya, John A. W. McCall, Gilbert Owusu:
Optimising Skill Matching in the Service Industry for Large Multi-skilled Workforces. SGAI Conf. 2015: 231-243 - [c21]Andrew Starkey, Hani Hagras, Siddhartha Shakya, Gilbert Owusu:
A Genetic Algorithm Based Approach for Workforce Upskilling. SGAI Conf. 2015: 261-272 - 2014
- [c20]Ahmed Mohamed, Hani Hagras, Siddhartha Shakya, Anne Liret, Raphaël Dorne, Gilbert Owusu:
Hierarchical Type-2 Fuzzy Logic Based Real Time Dynamic Operational Planning System. SGAI Conf. 2014: 255-267 - 2013
- [c19]Ahmed Mohamed, Hani Hagras, Siddhartha Shakya, Gilbert Owusu:
A fuzzy-genetic tactical resource planner for workforce allocation. EAIS 2013: 98-105 - [c18]Ahmed Mohamed, Hani Hagras, Anne Liret, Siddhartha Shakya, Gilbert Owusu:
A genetic interval type-2 fuzzy logic based approach for operational resource planning. FUZZ-IEEE 2013: 1-8 - [p4]Gilbert Owusu, Paul O'Brien:
Transforming Field and Service Operations with Automation. Transforming Field and Service Operations 2013: 15-28 - [p3]Siddhartha Shakya, Summer Kassem, Ahmed Mohamed, Hani Hagras, Gilbert Owusu:
Enhancing Field Service Operations via Fuzzy Automation of Tactical Supply Plan. Transforming Field and Service Operations 2013: 101-114 - [p2]Gilbert Owusu, Paul O'Brien, Siddhartha Shakya:
The Role of Service Quality in Transforming Operations. Transforming Field and Service Operations 2013: 153-165 - [p1]Thierry Mamer, John A. W. McCall, Siddhartha Shakya, Gilbert Owusu, Olivier Regnier-Coudert:
Understanding Team Dynamics with Agent-Based Simulation. Transforming Field and Service Operations 2013: 183-198 - [e1]Gilbert Owusu, Paul O'Brien, John A. W. McCall, Neil F. Doherty:
Transforming Field and Service Operations, Methodologies for Successful Technology-Driven Business Transformation. Springer 2013, ISBN 978-3-642-44969-7 [contents] - 2012
- [j8]Siddhartha Shakya, Mathias Kern, Gilbert Owusu, Choong Ming Chin:
Neural network demand models and evolutionary optimisers for dynamic pricing. Knowl. Based Syst. 29: 44-53 (2012) - [c17]Ahmed Mohamed, Hani Hagras, Siddhartha Shakya, Gilbert Owusu:
Tactical Resource Planner for Workforce Allocation in Telecommunications. AIS 2012: 87-94 - [c16]Summer Kassem, Hani Hagras, Gilbert Owusu, Siddhartha Shakya:
A type2 Fuzzy Logic System for workforce management in the telecommunications domain. FUZZ-IEEE 2012: 1-8 - 2011
- [c15]Naghmeh Moradpoor, Gerard P. Parr, Sally I. McClean, Bryan W. Scotney, Gilbert Owusu:
Hybrid optical and wireless technology integrations for next generation broadband access networks. Integrated Network Management 2011: 1013-1020 - [c14]Thierry Mamer, Siddhartha Shakya, John A. W. McCall, Gilbert Owusu:
Intelligent Tuning of a Dynamic Business Simulation Environment. SGAI Conf. 2011: 355-368 - 2010
- [j7]Siddhartha Shakya, Choong Ming Chin, Gilbert Owusu:
An AI-based system for pricing diverse products and services. Knowl. Based Syst. 23(4): 357-362 (2010) - [c13]Siddhartha Shakya, Mathias Kern, Gilbert Owusu, Choong Ming Chin:
Dynamic Pricing with Neural Network Demand Models and Evolutionary Algorithms. SGAI Conf. 2010: 223-236
2000 – 2009
- 2009
- [c12]Siddhartha Shakya, Alexander E. I. Brownlee, John A. W. McCall, François A. Fournier, Gilbert Owusu:
A fully multivariate DEUM algorithm. IEEE Congress on Evolutionary Computation 2009: 479-486 - [c11]Siddhartha Shakya, Choong Ming Chin, Gilbert Owusu:
An AI-Based System for Pricing Diverse Products and Services. SGAI Conf. 2009: 393-406 - 2008
- [j6]Botond Virginas, Marian Florin Ursu, Edward P. K. Tsang, Gilbert Owusu, Christos Voudouris:
Intelligent Resource Exchanges: Solutions and Pathways in a Workforce Allocation Problem. J. Univers. Comput. Sci. 14(14): 2343-2358 (2008) - [j5]Philip Stubbings, Botond Virginas, Gilbert Owusu, Christos Voudouris:
Modular neural networks for recursive collaborative forecasting in the service chain. Knowl. Based Syst. 21(6): 450-457 (2008) - [j4]Edward P. K. Tsang, Timothy Gosling, Botond Virginas, Christos Voudouris, Gilbert Owusu, Wudong Liu:
Retractable contract network for empowerment in workforce scheduling. Multiagent Grid Syst. 4(1): 25-44 (2008) - [c10]Nadim Haque, Botond Virginas, Mathias Kern, Gilbert Owusu:
An Auction-Based System for Workforce Resource Allocation. IEA/AIE 2008: 845-854 - [c9]Choong Ming Chin, Sverrir Olafsson, Botond Virginas, Gilbert Owusu:
Trading strategies in radio spectrum management. ISWPC 2008: 680-684 - [c8]Siddhartha Shakya, Fernando S. Oliveira, Gilbert Owusu:
Analysing the Effect of Demand Uncertainty in Dynamic Pricing with EAs. SGAI Conf. 2008: 77-90 - [c7]Choong Ming Chin, Sverrir Olafsson, Botond Virginas, Gilbert Owusu:
Radio Resource Management via Spectrum Trading. VTC Spring 2008: 1781-1785 - 2007
- [j3]Gilbert Owusu:
AI and computer-based methods in performance evaluation of sporting feats: an overview. Artif. Intell. Rev. 27(1): 57-70 (2007) - [c6]Siddhartha Shakya, Fernando S. Oliveira, Gilbert Owusu:
An application of EDA and GA to dynamic pricing. GECCO 2007: 585-592 - [c5]Botond Virginas, Marian Florin Ursu, Edward P. K. Tsang, Gilbert Owusu, Christos Voudouris:
Intelligent Resource Allocation-Solutions and Pathways in a Workforce Planning Problem. KES-AMSTA 2007: 395-404 - 2006
- [j2]Christos Voudouris, Gilbert Owusu, Raphaël Dorne, Cedric Ladde, Botond Virginas:
ARMS: An automated resource management system for British Telecommunications plc. Eur. J. Oper. Res. 171(3): 951-961 (2006) - [c4]Pawan Chhabra, Sandeep Karamongikar, Gilbert Owusu, Shyam Doddavula:
Building SOA based Solution for a Workforce M. IEEE SCC 2006: 513 - [c3]Mathias Kern, George Anim-Ansah, Gilbert Owusu, Christos Voudouris:
FieldPlan: Tactical Field Force Planning in BT. IFIP AI 2006: 345-354 - 2005
- [j1]Marian Florin Ursu, Botond Virginas, Gilbert Owusu, Christos Voudouris:
Distributed resource allocation via local choices: A case study of workforce allocation. Int. J. Knowl. Based Intell. Eng. Syst. 9(4): 293-301 (2005) - [c2]Botond Virginas, Marian Florin Ursu, Gilbert Owusu, Christos Voudouris:
Intelligent Workforce Allocation within an Agent-based Paradigm: Central and Distributed Decision Powers. Artificial Intelligence and Applications 2005: 12-17 - 2003
- [c1]Botond Virginas, Gilbert Owusu, Christos Voudouris, George Anim-Ansah:
A Two Stage Optimisation System for Resource Management in BT. SGAI Conf. (Applications) 2003: 109-121
Coauthor Index
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