Gilbert Owusu

According to our database1, Gilbert Owusu authored at least 98 papers between 2003 and 2023.

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Bibliography

2023
A heated stack based type-2 fuzzy multi-objective optimisation system for telecommunications capacity planning.
Knowl. Based Syst., 2023

2022
A type-2 fuzzy system-based approach for image data fusion to create building information models.
Inf. Fusion, 2022

Job Assignment Problem and Traveling Salesman Problem: A Linked Optimisation Problem.
Proceedings of the Artificial Intelligence XXXIX, 2022

On Predicting the Work Load for Service Contractors.
Proceedings of the Artificial Intelligence XXXIX, 2022

Facility location problem and permutation flow shop scheduling problem: a linked optimisation problem.
Proceedings of the GECCO '22: Genetic and Evolutionary Computation Conference, Companion Volume, Boston, Massachusetts, USA, July 9, 2022

A hyper-heuristic approach for the PDPTW.
Proceedings of the GECCO '22: Genetic and Evolutionary Computation Conference, Companion Volume, Boston, Massachusetts, USA, July 9, 2022

2021
Evaluating Explainability Methods Intended for Multiple Stakeholders.
Künstliche Intell., 2021

Evolving Large Scale Prediction Models for Vehicle Volume Forecasting in Service Stations.
Proceedings of the Artificial Intelligence XXXVIII, 2021

Work-in-Progress-Using Immersive Virtual Reality in Field Service Telecom Engineers Training.
Proceedings of the 7th International Conference of the Immersive Learning Research Network, 2021

A Type-2 Fuzzy Multi-Objective Multi-Chromosomal Optimisation for Capacity Planning within Telecommunication Networks.
Proceedings of the 30th IEEE International Conference on Fuzzy Systems, 2021

An Interval Type-2 Fuzzy-based System to Create Building Information Management Models from 2D Floor Plan Images.
Proceedings of the 30th IEEE International Conference on Fuzzy Systems, 2021

A Fuzzy Rule-based System using a Patch-based Approach for Semantic Segmentation in Floor Plans.
Proceedings of the 30th IEEE International Conference on Fuzzy Systems, 2021

Enhanced Deep Type-2 Fuzzy Logic System For Global Interpretability.
Proceedings of the 30th IEEE International Conference on Fuzzy Systems, 2021

A Type-2 Fuzzy Based Multi-Objective Optimisation for Strategic Network Planning in the Telecommunication Domain.
Proceedings of the 30th IEEE International Conference on Fuzzy Systems, 2021

2020
NNIR: N-Non-Intersecting-Routing Algorithm for Multi-Path Resilient Routing in Telecommunications Applications.
Int. J. Comput. Intell. Syst., 2020

Multiobjective evolutionary algorithms for strategic deployment of resources in operational units.
Eur. J. Oper. Res., 2020

Investigating RNNs for vehicle volume forecasting in service stations.
Proceedings of the 2020 IEEE Symposium Series on Computational Intelligence, 2020

Ensemble-Based Relationship Discovery in Relational Databases.
Proceedings of the Artificial Intelligence XXXVII, 2020

An Application of EDA and GA for Permutation Based Spare Part Allocation Problem.
Proceedings of the Artificial Intelligence XXXVII, 2020

Work-in-Progress - Measuring Engagement in Virtual Reality for Talent Attraction Purposes.
Proceedings of the 6th International Conference of the Immersive Learning Research Network, 2020

Work-in-Progress - A Web-based Virtual Reality Training Simulator for Field Service Telecommunications Engineers.
Proceedings of the 6th International Conference of the Immersive Learning Research Network, 2020

A Type-2 Fuzzy Genetic Approach to Uncertain & Dynamic Resilient Routing within Telecommunications Networks.
Proceedings of the 29th IEEE International Conference on Fuzzy Systems, 2020

A Fuzzy Logic Based System for Cloud-based Building Information Modelling Rendering Optimization in Augmented Reality.
Proceedings of the 29th IEEE International Conference on Fuzzy Systems, 2020

A Big Bang-Big Crunch Type-2 Fuzzy Logic System for Explainable Semantic Segmentation of Trees in Satellite Images using HSV Color Space.
Proceedings of the 29th IEEE International Conference on Fuzzy Systems, 2020

Hybrid Deep Learning Type-2 Fuzzy Logic Systems For Explainable AI.
Proceedings of the 29th IEEE International Conference on Fuzzy Systems, 2020

Racing Strategy for the Dynamic-Customer Location-Allocation Problem.
Proceedings of the IEEE Congress on Evolutionary Computation, 2020

2019
iPatch: A Many-Objective Type-2 Fuzzy Logic System for Field Workforce Optimization.
IEEE Trans. Fuzzy Syst., 2019

Optimizing Field Productivity by Mobile Warehouse Deployment Using Evolutionary Algorithms.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2019

Developing a Catalogue of Explainability Methods to Support Expert and Non-expert Users.
Proceedings of the Artificial Intelligence XXXVI, 2019

Evolving Prediction Models with Genetic Algorithm to Forecast Vehicle Volume in a Service Station (Best Application Paper).
Proceedings of the Artificial Intelligence XXXVI, 2019

A hybrid metaheuristic approach to a real world employee scheduling problem.
Proceedings of the Genetic and Evolutionary Computation Conference, 2019

A Fuzzy Genetic System for Resilient Routing in Uncertain & Dynamic Telecommunication Networks.
Proceedings of the 2019 IEEE International Conference on Fuzzy Systems, 2019

Depicting Decision-Making: A Type-2 Fuzzy Logic Based Explainable Artificial Intelligence System for Goal-Driven Simulation in the Workforce Allocation Domain.
Proceedings of the 2019 IEEE International Conference on Fuzzy Systems, 2019

Predicting Demand in IoT Enabled Service Stations.
Proceedings of the IEEE Conference on Cognitive and Computational Aspects of Situation Management, 2019

2018
A Genetic Algorithm Based System for Simultaneous Optimisation of Workforce Skills and Teams.
Künstliche Intell., 2018

Explainable AI and Fuzzy Logic Systems.
Proceedings of the Theory and Practice of Natural Computing - 7th International Conference, 2018

Enabling Field Force Operational Sustainability: A Big Bang-Big Crunch Type-2 Fuzzy Logic System for Goal-Driven Simulation.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2018

Risk Information Recommendation for Engineering Workers.
Proceedings of the Artificial Intelligence XXXV, 2018

Workforce Rostering via Metaheuristics.
Proceedings of the Artificial Intelligence XXXV, 2018

Enhancing Human Decision Making for Workforce Optimisation Using a Stacked Auto Encoder Based Hybrid Genetic Algorithm.
Proceedings of the Artificial Intelligence XXXV, 2018

Predicting Fluid Work Demand in Service Organizations Using AI Techniques.
Proceedings of the Artificial Intelligence XXXV, 2018

A Type-2 Fuzzy Logic Based System for Augmented Reality Visualisation of Georeferenced Data.
Proceedings of the 2018 IEEE International Conference on Fuzzy Systems, 2018

Interval Type-2 Fuzzy Logic Based Stacked Autoencoder Deep Neural Network For Generating Explainable AI Models in Workforce Optimization.
Proceedings of the 2018 IEEE International Conference on Fuzzy Systems, 2018

A Big-Bang Big-Crunch Type-2 Fuzzy Logic System for Generating Interpretable Models in Workforce Optimization.
Proceedings of the 2018 IEEE International Conference on Fuzzy Systems, 2018

Shift Scheduling and Employee Rostering: An Evolutionary Ruin & Stochastic Recreate Solution.
Proceedings of the 2018 10th Computer Science and Electronic Engineering Conference, 2018

Improving Goal-Driven Simulation Performance Using Fuzzy Membership Correlation Analysis.
Proceedings of the 2018 10th Computer Science and Electronic Engineering Conference, 2018

Stacked Auto Encoder Based Hybrid Genetic Algorithm for Workforce Optimization.
Proceedings of the 2018 10th Computer Science and Electronic Engineering Conference, 2018

Tactical Plan Optimisation for Large Multi-Skilled Workforces Using a Bi-Level Model.
Proceedings of the 2018 IEEE Congress on Evolutionary Computation, 2018

2017
Fuzzy Logic Based Personalized Task Recommendation System for Field Services.
Proceedings of the Artificial Intelligence XXXIV, 2017

Predicting Service Levels Using Neural Networks.
Proceedings of the Artificial Intelligence XXXIV, 2017

Fuzzy dominance rules for real-world many objective optimization.
Proceedings of the 2017 IEEE International Conference on Fuzzy Systems, 2017

A type-2 Fuzzy Logic based System for asset geolocation within augmented reality environments.
Proceedings of the 2017 IEEE International Conference on Fuzzy Systems, 2017

A fuzzy logic based system for geolocated augmented reality field service support.
Proceedings of the 2017 IEEE International Conference on Fuzzy Systems, 2017

A type-2 fuzzy logic system for engineers estimation in the workforce allocation domain.
Proceedings of the 2017 IEEE International Conference on Fuzzy Systems, 2017

Spares parts optimization for legacy telecom networks using a permutation-based evolutionary algorithm.
Proceedings of the 2017 IEEE Congress on Evolutionary Computation, 2017

2016
A cloud computing based many objective type-2 fuzzy logic system for mobile field workforce area optimization.
Memetic Comput., 2016

A multi-objective genetic type-2 fuzzy logic based system for mobile field workforce area optimization.
Inf. Sci., 2016

Variable Neighbourhood Search: A case study for a highly-constrained workforce scheduling problem.
Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016

A Genetic Algorithm Based Approach for the Simultaneous Optimisation of Workforce Skill Sets and Team Allocation.
Proceedings of the Research and Development in Intelligent Systems XXXIII, 2016

Predictive planning with neural networks.
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

Model and Combinatorial Optimization Methods for Tactical Planning in Closed-Loop Supply Chains.
Proceedings of the 28th IEEE International Conference on Tools with Artificial Intelligence, 2016

A many-objective genetic type-2 fuzzy logic system for the optimal allocation of mobile field engineers.
Proceedings of the 2016 IEEE International Conference on Fuzzy Systems, 2016

A Fuzzy Logic based system for Mixed Reality assistance of remote workforce.
Proceedings of the 2016 IEEE International Conference on Fuzzy Systems, 2016

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.
Proceedings of the IEEE Congress on Evolutionary Computation, 2016

2015
A Genetic Algorithm Based Approach for Workforce Upskilling.
Proceedings of the Research and Development in Intelligent Systems XXXII, 2015

Optimising Skill Matching in the Service Industry for Large Multi-skilled Workforces.
Proceedings of the Research and Development in Intelligent Systems XXXII, 2015

A genetic type-2 fuzzy logic based approach for the optimal allocation of mobile field engineers to their working areas.
Proceedings of the 2015 IEEE International Conference on Fuzzy Systems, 2015

2014
Hierarchical Type-2 Fuzzy Logic Based Real Time Dynamic Operational Planning System.
Proceedings of the Research and Development in Intelligent Systems XXXI, 2014

2013
A genetic interval type-2 fuzzy logic based approach for operational resource planning.
Proceedings of the FUZZ-IEEE 2013, 2013

A fuzzy-genetic tactical resource planner for workforce allocation.
Proceedings of the 2013 IEEE Conference on Evolving and Adaptive Intelligent Systems, 2013

Enhancing Field Service Operations via Fuzzy Automation of Tactical Supply Plan.
Proceedings of the Transforming Field and Service Operations, 2013

The Role of Service Quality in Transforming Operations.
Proceedings of the Transforming Field and Service Operations, 2013

Transforming Field and Service Operations with Automation.
Proceedings of the Transforming Field and Service Operations, 2013

Understanding Team Dynamics with Agent-Based Simulation.
Proceedings of the Transforming Field and Service Operations, 2013

2012
Neural network demand models and evolutionary optimisers for dynamic pricing.
Knowl. Based Syst., 2012

A type2 Fuzzy Logic System for workforce management in the telecommunications domain.
Proceedings of the FUZZ-IEEE 2012, 2012

Tactical Resource Planner for Workforce Allocation in Telecommunications.
Proceedings of the Autonomous and Intelligent Systems - Third International Conference, 2012

2011
Intelligent Tuning of a Dynamic Business Simulation Environment.
Proceedings of the Research and Development in Intelligent Systems XXVIII, 2011

Hybrid optical and wireless technology integrations for next generation broadband access networks.
Proceedings of the 12th IFIP/IEEE International Symposium on Integrated Network Management, 2011

2010
An AI-based system for pricing diverse products and services.
Knowl. Based Syst., 2010

Dynamic Pricing with Neural Network Demand Models and Evolutionary Algorithms.
Proceedings of the Research and Development in Intelligent Systems XXVII, 2010

2009
A fully multivariate DEUM algorithm.
Proceedings of the IEEE Congress on Evolutionary Computation, 2009

2008
Retractable contract network for empowerment in workforce scheduling.
Multiagent Grid Syst., 2008

Modular neural networks for recursive collaborative forecasting in the service chain.
Knowl. Based Syst., 2008

Intelligent Resource Exchanges: Solutions and Pathways in a Workforce Allocation Problem.
J. Univers. Comput. Sci., 2008

Radio Resource Management via Spectrum Trading.
Proceedings of the 67th IEEE Vehicular Technology Conference, 2008

Analysing the Effect of Demand Uncertainty in Dynamic Pricing with EAs.
Proceedings of the Research and Development in Intelligent Systems XXV, 2008

Trading strategies in radio spectrum management.
Proceedings of the Third International Symposium on Wireless Pervasive Computing, 2008

An Auction-Based System for Workforce Resource Allocation.
Proceedings of the New Frontiers in Applied Artificial Intelligence, 2008

2007
AI and computer-based methods in performance evaluation of sporting feats: an overview.
Artif. Intell. Rev., 2007

Intelligent Resource Allocation-Solutions and Pathways in a Workforce Planning Problem.
Proceedings of the Agent and Multi-Agent Systems: Technologies and Applications, 2007

An application of EDA and GA to dynamic pricing.
Proceedings of the Genetic and Evolutionary Computation Conference, 2007

2006
ARMS: An automated resource management system for British Telecommunications plc.
Eur. J. Oper. Res., 2006

FieldPlan: Tactical Field Force Planning in BT.
Proceedings of the Artificial Intelligence in Theory and Practice, 2006

Building SOA based Solution for a Workforce M.
Proceedings of the 2006 IEEE International Conference on Services Computing (SCC 2006), 2006

2005
Distributed resource allocation via local choices: A case study of workforce allocation.
Int. J. Knowl. Based Intell. Eng. Syst., 2005

Intelligent Workforce Allocation within an Agent-based Paradigm: Central and Distributed Decision Powers.
Proceedings of the IASTED International Conference on Artificial Intelligence and Applications, 2005

2003
A Two Stage Optimisation System for Resource Management in BT.
Proceedings of the Applications and Innovations in Intelligent Systems XI, 2003


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