Incorporating a Metropolis method in a distribution estimation using Markov random field algorithm. - Siddhartha Shakya; John A. W. McCall; Deryck Forsyth Brown (Congress on Evolutionary Computation, 2005)

Using a Markov network model in a univariate EDA: an empirical cost-benefit analysis. - Siddhartha Shakya; John A. W. McCall; Deryck Forsyth Brown (GECCO, 2005)

Solving the Ising Spin Glass Problem using a Bivariate EDA based on Markov Random Fields. - Siddhartha Shakya; John A. W. McCall; Deryck Forsyth Brown (IEEE Congress on Evolutionary Computation, 2006)

Optimising cancer chemotherapy using an estimation of distribution algorithm and genetic algorithms. - Andrei Petrovski 001; Siddhartha Shakya; John A. W. McCall (GECCO, 2006)

An application of EDA and GA to dynamic pricing. - Siddhartha Shakya; Fernando S. Oliveira; Gilbert Owusu (GECCO, 2007)

Optimization by estimation of distribution with DEUM framework based on Markov random fields. - Siddhartha Shakya; John A. W. McCall (Int. J. Autom. Comput., 2007)

An EDA based on local markov property and gibbs sampling. - Siddhartha Shakya; Roberto Santana 001 (GECCO, 2008)

Analysing the Effect of Demand Uncertainty in Dynamic Pricing with EAs. - Siddhartha Shakya; Fernando S. Oliveira; Gilbert Owusu (SGAI Conf., 2008)

Structure learning and optimisation in a Markov-network based estimation of distribution algorithm. - Alexander E. I. Brownlee; John A. W. McCall; Siddhartha Shakya; Qingfu Zhang 001 (IEEE Congress on Evolutionary Computation, 2009)

A fully multivariate DEUM algorithm. - Siddhartha Shakya; Alexander E. I. Brownlee; John A. W. McCall; François A. Fournier; Gilbert Owusu (IEEE Congress on Evolutionary Computation, 2009)

Dynamic Pricing with Neural Network Demand Models and Evolutionary Algorithms. - Siddhartha Shakya; Mathias Kern; Gilbert Owusu; Choong Ming Chin (SGAI Conf., 2010)

An AI-based system for pricing diverse products and services. - Siddhartha Shakya; Choong Ming Chin; Gilbert Owusu (Knowl. Based Syst., 2010)

Intelligent Tuning of a Dynamic Business Simulation Environment. - Thierry Mamer; Siddhartha Shakya; John A. W. McCall; Gilbert Owusu (SGAI Conf., 2011)

Tactical Resource Planner for Workforce Allocation in Telecommunications. - Ahmed Mohamed 005; Hani Hagras; Siddhartha Shakya; Gilbert Owusu (AIS, 2012)

A type2 Fuzzy Logic System for workforce management in the telecommunications domain. - Summer Kassem; Hani Hagras; Gilbert Owusu; Siddhartha Shakya (FUZZ-IEEE, 2012)

A Markovianity based optimisation algorithm. - Siddhartha Shakya; Roberto Santana 001; José Antonio Lozano 001 (Genet. Program. Evolvable Mach., 2012)

Neural network demand models and evolutionary optimisers for dynamic pricing. - Siddhartha Shakya; Mathias Kern; Gilbert Owusu; Choong Ming Chin (Knowl. Based Syst., 2012)

Understanding Team Dynamics with Agent-Based Simulation. - Thierry Mamer; John A. W. McCall; Siddhartha Shakya; Gilbert Owusu; Olivier Regnier-Coudert (Transforming Field and Service Operations, 2013)

The Role of Service Quality in Transforming Operations. - Gilbert Owusu; Paul O'Brien 003; Siddhartha Shakya (Transforming Field and Service Operations, 2013)

Enhancing Field Service Operations via Fuzzy Automation of Tactical Supply Plan. - Siddhartha Shakya; Summer Kassem; Ahmed Mohamed 005; Hani Hagras; Gilbert Owusu (Transforming Field and Service Operations, 2013)

A fuzzy-genetic tactical resource planner for workforce allocation. - Ahmed Mohamed 005; Hani Hagras; Siddhartha Shakya; Gilbert Owusu (EAIS, 2013)

A genetic interval type-2 fuzzy logic based approach for operational resource planning. - Ahmed Mohamed 005; Hani Hagras; Anne Liret; Siddhartha Shakya; Gilbert Owusu (FUZZ-IEEE, 2013)

Hierarchical Type-2 Fuzzy Logic Based Real Time Dynamic Operational Planning System. - Ahmed Mohamed 005; Hani Hagras; Siddhartha Shakya; Anne Liret; Raphaël Dorne; Gilbert Owusu (SGAI Conf., 2014)

A genetic type-2 fuzzy logic based approach for the optimal allocation of mobile field engineers to their working areas. - Andrew Starkey; Hani Hagras; Siddhartha Shakya; Gilbert Owusu (FUZZ-IEEE, 2015)

Optimising Skill Matching in the Service Industry for Large Multi-skilled Workforces. - Russell Ainslie; Siddhartha Shakya; John A. W. McCall; Gilbert Owusu (SGAI Conf., 2015)

Hybrid Optimization Approach for Multi-Layer FTTH Network Design. - Kaltham Al Romaithi; Kin Fai Poon; Anis Ouali; Peng-Yong Kong; Siddhartha Shakya (SGAI Conf., 2015)

A Genetic Algorithm Based Approach for Workforce Upskilling. - Andrew Starkey; Hani Hagras; Siddhartha Shakya; Gilbert Owusu (SGAI Conf., 2015)

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. - Andrew Starkey; Hani Hagras; Siddhartha Shakya; Gilbert Owusu (CEC, 2016)

A many-objective genetic type-2 fuzzy logic system for the optimal allocation of mobile field engineers. - Andrew Starkey; Hani Hagras; Siddhartha Shakya; Gilbert Owusu (FUZZ-IEEE, 2016)

Predictive planning with neural networks. - Russell Ainslie; John A. W. McCall; Siddhartha Shakya; Gilbert Owusu (IJCNN, 2016)

A Genetic Algorithm Based Approach for the Simultaneous Optimisation of Workforce Skill Sets and Team Allocation. - Andrew Starkey; Hani Hagras; Siddhartha Shakya; Gilbert Owusu (SGAI Conf., 2016)

A multi-objective genetic type-2 fuzzy logic based system for mobile field workforce area optimization. - Andrew Starkey; Hani Hagras; Siddhartha Shakya; Gilbert Owusu (Inf. Sci., 2016)

A cloud computing based many objective type-2 fuzzy logic system for mobile field workforce area optimization. - Andrew Starkey; Hani Hagras; Siddhartha Shakya; Gilbert Owusu; Ahmed Mohamed 005; Daniyal M. Al-Ghazzawi (Memetic Comput., 2016)

Spares parts optimization for legacy telecom networks using a permutation-based evolutionary algorithm. - Sid Shakya; Beum-Seuk Lee; Carla Di Cairano-Gilfedder; Gilbert Owusu (CEC, 2017)

Fuzzy dominance rules for real-world many objective optimization. - Andrew Starkey; Hani Hagras; Sid Shakya; Gilbert Owusu (FUZZ-IEEE, 2017)

Predicting Service Levels Using Neural Networks. - Russell Ainslie; John A. W. McCall; Sid Shakya; Gilbert Owusu (SGAI Conf., 2017)

Tactical Plan Optimisation for Large Multi-Skilled Workforces Using a Bi-Level Model. - Russell Ainslie; John A. W. McCall; Sid Shakya; Gilbert Owusu (CEC, 2018)

A GA based network optimization tool for passive in-building distributed antenna systems. - Siddhartha Shakya; Kin Fai Poon; Anis Ouali (GECCO, 2018)

Predicting Fluid Work Demand in Service Organizations Using AI Techniques. - Sara AlShizawi; Siddhartha Shakya; Andrzej Stefan Sluzek; Russell Ainslie; Gilbert Owusu (SGAI Conf., 2018)

A Genetic Algorithm Based System for Simultaneous Optimisation of Workforce Skills and Teams. - Andrew Starkey; Hani Hagras; Siddhartha Shakya; Gilbert Owusu (Künstliche Intell., 2018)

Predicting Demand in IoT Enabled Service Stations. - Himadri Sikhar Khargharia; Siddhartha Shakya; Russell Ainslie; Sara AlShizawi; Gilbert Owusu (CogSIMA, 2019)

Designing Passive Indoor Distributed Antenna System with Practical Constraints Using Binary Encoding. - Kin Fai Poon; Siddhartha Shakya; Khawla Shanqiti; Anis Ouali; Andrei Sleptchenko (IEEM, 2019)

A Multi-objective Design of In-Building Distributed Antenna System Using Evolutionary Algorithms. - Khawla AlShanqiti; Kin Fai Poon; Siddhartha Shakya; Andrei Sleptchenko; Anis Ouali (SGAI Conf., 2019)

Evolving Prediction Models with Genetic Algorithm to Forecast Vehicle Volume in a Service Station (Best Application Paper). - Himadri Sikhar Khargharia; Siddhartha Shakya; Russell Ainslie; Gilbert Owusu (SGAI Conf., 2019)

Optimizing Field Productivity by Mobile Warehouse Deployment Using Evolutionary Algorithms. - Siddhartha Shakya; Beum-Seuk Lee; Gilbert Owusu (SSCI, 2019)

iPatch: A Many-Objective Type-2 Fuzzy Logic System for Field Workforce Optimization. - Andrew Starkey; Hani Hagras; Sid Shakya; Gilbert Owusu (IEEE Trans. Fuzzy Syst., 2019)

Dynamic programming operators for the bi-objective Traveling Thief Problem. - Roberto Santana 001; Siddhartha Shakya (CEC, 2020)

An application of GA and EDA for passive in-building distributed antenna systems. - Siddhartha Shakya; Kin Fai Poon; Khawla AlShanqiti; Anis Ouali; Andrei Sleptchenko (GECCO Companion, 2020)

An Application of EDA and GA for Permutation Based Spare Part Allocation Problem. - Nouf Alkaabi; Siddhartha Shakya; Adriana Gabor; Andrzej Stefan Sluzek; Beum-Seuk Lee; Gilbert Owusu (SGAI Conf., 2020)

Investigating RNNs for vehicle volume forecasting in service stations. - Himadri Sikhar Khargharia; Roberto Santana 001; Siddhartha Shakya; Russell Ainslie; Gilbert Owusu (SSCI, 2020)

Novel secure surgical telepresence using enhanced advanced encryption standard: during, pre and post surgery. - Siddhartha Shakya; Abeer Alsadoon; P. W. C. Prasad; Sami Haddad; Linh Pham; Ahmad Alrubaie; Anand Deva; Jeremy Hsu (Multim. Tools Appl., 2020)

Investigating binary EAs for Passive In-Building Distributed Antenna Systems. - Siddhartha Shakya; Kin Fai Poon; Khawla AlShanqiti; Anis Ouali; Andrei Sleptchenko (CEC, 2021)

AI Based 5G RAN Planning. - Siddhartha Shakya; Ashraf Roushdy; Himadri Sikhar Khargharia; Asad Musa; Amr Omar (ISNCC, 2021)

Evolving Large Scale Prediction Models for Vehicle Volume Forecasting in Service Stations. - Himadri Sikhar Khargharia; Siddhartha Shakya; Russell Ainslie; Gilbert Owusu (SGAI Conf., 2021)

Investigating Prediction Models for Vehicle Demand in a Service Industry. - Ahmed Alzaidi; Siddhartha Shakya; Himadri Sikhar Khargharia (IJCCI, 2022)

Comparing ML Models for Food Production Forecasting. - Nouf Alkaabi; Siddhartha Shakya (SGAI Conf., 2022)

On Predicting the Work Load for Service Contractors. - Himadri Sikhar Khargharia; Siddhartha Shakya; Sara Sharif; Russell Ainslie; Gilbert Owusu (SGAI Conf., 2022)

Evolutionary approaches with adaptive operators for the bi-objective TTP. - Roberto Santana 001; Siddhartha Shakya (SSCI, 2022)

Strengthening Food Security: A Comparison of Food Import Forecasting Models. - Corrado Mio; Siddhartha Shakya; Himadri Sikhar Khargharia; Dymitr Ruta; Subey Dengur; Aysha Ali Saif Al Shamisi; Asma Alawneh (BDCAT, 2023)

Testing Variants of LSTM Networks for a Production Forecasting Problem. - Nouf Alkaabi; Sid Shakya; Rabeb Mizouni (IJCCI, 2023)

Comparative Analysis of Metaheuristics Techniques for Trade Data Harmonization. - Himadri Sikhar Khargharia; Sid Shakya; Dymitr Ruta (IJCCI, 2023)

Unusual Invoice Detection Using a Permutation Based Genetic Algorithm. - Fatmah Khalfan Alantali; Corrado Mio; Siddhartha Shakya; Alia Abdulaziz Ali Abdulla Aljasmi; Huda Saleh Mohammed Goian; Ahoud Saif (BDCAT, 2024)

Trade Data Harmonization: A Multi-Objective Optimization Approach for Subcategory Alignment and Volume Optimization. - Himadri Sikhar Khargharia; Sid Shakya; Dymitr Ruta (IJCCI, 2024)

A Comparison of Advanced Machine Learning Models for Food Import Forecasting. - Corrado Mio; Siddhartha Shakya (IJCCI, 2024)

Optimal Wireless Meter Deployment Using Evolutionary Algorithms. - Siddhartha Shakya; Kin Poon; Ahmed Suliman; Alia Aljasmi; Huda Goian; Ahoud Barzaiq (SIMULTECH, 2024)