Siddhartha Shakya

According to our database, Siddhartha Shakya authored at least 61 papers between 2005 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Comparative Analysis of Metaheuristics Techniques for Trade Data Harmonization.

Himadri Sikhar Khargharia, Sid Shakya, Dymitr Ruta

Proceedings of the 15th International Joint Conference on Computational Intelligence, 2023

Testing Variants of LSTM Networks for a Production Forecasting Problem.

Nouf Alkaabi, Sid Shakya, Rabeb Mizouni

Proceedings of the 15th International Joint Conference on Computational Intelligence, 2023

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

Proceedings of the IEEE/ACM 10th International Conference on Big Data Computing, 2023

2022

Evolutionary approaches with adaptive operators for the bi-objective TTP.

Roberto Santana, Siddhartha Shakya

Proceedings of the IEEE Symposium Series on Computational Intelligence, 2022

On Predicting the Work Load for Service Contractors.

Himadri Sikhar Khargharia, Siddhartha Shakya, Sara Sharif, Russell Ainslie, Gilbert Owusu

Proceedings of the Artificial Intelligence XXXIX, 2022

Comparing ML Models for Food Production Forecasting.

Nouf Alkaabi, Siddhartha Shakya

Proceedings of the Artificial Intelligence XXXIX, 2022

Investigating Prediction Models for Vehicle Demand in a Service Industry.

Ahmed Alzaidi, Siddhartha Shakya, Himadri Sikhar Khargharia

Proceedings of the 14th International Joint Conference on Computational Intelligence, 2022

2021

Evolving Large Scale Prediction Models for Vehicle Volume Forecasting in Service Stations.

Himadri Sikhar Khargharia, Siddhartha Shakya, Russell Ainslie, Gilbert Owusu

Proceedings of the Artificial Intelligence XXXVIII, 2021

AI Based 5G RAN Planning.

Siddhartha Shakya, Ashraf Roushdy, Himadri Sikhar Khargharia, Asad Musa, Amr Omar

Proceedings of the International Symposium on Networks, Computers and Communications, 2021

Investigating binary EAs for Passive In-Building Distributed Antenna Systems.

Siddhartha Shakya, Kin Fai Poon, Khawla AlShanqiti, Anis Ouali, Andrei Sleptchenko

Proceedings of the IEEE Congress on Evolutionary Computation, 2021

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 RNNs for vehicle volume forecasting in service stations.

Himadri Sikhar Khargharia, Roberto Santana, Siddhartha Shakya, Russell Ainslie, Gilbert Owusu

Proceedings of the 2020 IEEE Symposium Series on Computational Intelligence, 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

Proceedings of the Artificial Intelligence XXXVII, 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

Proceedings of the GECCO '20: Genetic and Evolutionary Computation Conference, 2020

Dynamic programming operators for the bi-objective Traveling Thief Problem.

Roberto Santana, Siddhartha Shakya

Proceedings of the IEEE Congress on Evolutionary Computation, 2020

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

Optimizing Field Productivity by Mobile Warehouse Deployment Using Evolutionary Algorithms.

Siddhartha Shakya, Beum-Seuk Lee, Gilbert Owusu

Proceedings of the IEEE Symposium Series on Computational Intelligence, 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

Proceedings of the Artificial Intelligence XXXVI, 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

Proceedings of the Artificial Intelligence XXXVI, 2019

Designing Passive Indoor Distributed Antenna System with Practical Constraints Using Binary Encoding.

Kin Fai Poon, Siddhartha Shakya, Khawla Shanqiti, Anis Ouali, Andrei Sleptchenko

Proceedings of the 2019 IEEE International Conference on Industrial Engineering and Engineering Management, 2019

Predicting Demand in IoT Enabled Service Stations.

Himadri Sikhar Khargharia, Siddhartha Shakya, Russell Ainslie, Sara AlShizawi, Gilbert Owusu

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.

Andrew Starkey, Hani Hagras, Siddhartha Shakya, Gilbert Owusu

Künstliche Intell., 2018

Predicting Fluid Work Demand in Service Organizations Using AI Techniques.

Sara AlShizawi, Siddhartha Shakya, Andrzej Stefan Sluzek, Russell Ainslie, Gilbert Owusu

Proceedings of the Artificial Intelligence XXXV, 2018

A GA based network optimization tool for passive in-building distributed antenna systems.

Siddhartha Shakya, Kin Fai Poon, Anis Ouali

Proceedings of the Genetic and Evolutionary Computation Conference, 2018

Tactical Plan Optimisation for Large Multi-Skilled Workforces Using a Bi-Level Model.

Russell Ainslie, John A. W. McCall, Sid Shakya, Gilbert Owusu

Proceedings of the 2018 IEEE Congress on Evolutionary Computation, 2018

2017

Predicting Service Levels Using Neural Networks.

Russell Ainslie, John A. W. McCall, Sid Shakya, Gilbert Owusu

Proceedings of the Artificial Intelligence XXXIV, 2017

Fuzzy dominance rules for real-world many objective optimization.

Andrew Starkey, Hani Hagras, Sid Shakya, Gilbert Owusu

Proceedings of the 2017 IEEE International Conference on Fuzzy Systems, 2017

Spares parts optimization for legacy telecom networks using a permutation-based evolutionary algorithm.

Sid Shakya, Beum-Seuk Lee, Carla Di Cairano-Gilfedder, Gilbert Owusu

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.

Andrew Starkey, Hani Hagras, Siddhartha Shakya, Gilbert Owusu, Ahmed Mohamed, Daniyal M. Al-Ghazzawi

Memetic Comput., 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 Genetic Algorithm Based Approach for the Simultaneous Optimisation of Workforce Skill Sets and Team Allocation.

Andrew Starkey, Hani Hagras, Siddhartha Shakya, Gilbert Owusu

Proceedings of the Research and Development in Intelligent Systems XXXIII, 2016

Predictive planning with neural networks.

Russell Ainslie, John A. W. McCall, Siddhartha Shakya, Gilbert Owusu

Proceedings of the 2016 International Joint Conference on Neural Networks, 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

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.

Andrew Starkey, Hani Hagras, Siddhartha Shakya, Gilbert Owusu

Proceedings of the IEEE Congress on Evolutionary Computation, 2016

2015

A Genetic Algorithm Based Approach for Workforce Upskilling.

Andrew Starkey, Hani Hagras, Siddhartha Shakya, Gilbert Owusu

Proceedings of the Research and Development in Intelligent Systems XXXII, 2015

Hybrid Optimization Approach for Multi-Layer FTTH Network Design.

Kaltham Al Romaithi, Kin Fai Poon, Anis Ouali, Peng-Yong Kong, Siddhartha Shakya

Proceedings of the Research and Development in Intelligent Systems XXXII, 2015

Optimising Skill Matching in the Service Industry for Large Multi-skilled Workforces.

Russell Ainslie, Siddhartha Shakya, John A. W. McCall, Gilbert Owusu

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.

Andrew Starkey, Hani Hagras, Siddhartha Shakya, Gilbert Owusu

Proceedings of the 2015 IEEE International Conference on Fuzzy Systems, 2015

2014

Hierarchical Type-2 Fuzzy Logic Based Real Time Dynamic Operational Planning System.

Ahmed Mohamed, Hani Hagras, Siddhartha Shakya, Anne Liret, Raphaël Dorne, Gilbert Owusu

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.

Ahmed Mohamed, Hani Hagras, Anne Liret, Siddhartha Shakya, Gilbert Owusu

Proceedings of the FUZZ-IEEE 2013, 2013

A fuzzy-genetic tactical resource planner for workforce allocation.

Ahmed Mohamed, Hani Hagras, Siddhartha Shakya, Gilbert Owusu

Proceedings of the 2013 IEEE Conference on Evolving and Adaptive Intelligent Systems, 2013

Enhancing Field Service Operations via Fuzzy Automation of Tactical Supply Plan.

Siddhartha Shakya, Summer Kassem, Ahmed Mohamed, Hani Hagras, Gilbert Owusu

Proceedings of the Transforming Field and Service Operations, 2013

The Role of Service Quality in Transforming Operations.

Gilbert Owusu, Paul O'Brien, Siddhartha Shakya

Proceedings of the Transforming Field and Service Operations, 2013

Understanding Team Dynamics with Agent-Based Simulation.

Thierry Mamer, John A. W. McCall, Siddhartha Shakya, Gilbert Owusu, Olivier Regnier-Coudert

Proceedings of the Transforming Field and Service Operations, 2013

2012

Neural network demand models and evolutionary optimisers for dynamic pricing.

Siddhartha Shakya, Mathias Kern, Gilbert Owusu, Choong Ming Chin

Knowl. Based Syst., 2012

A Markovianity based optimisation algorithm.

Siddhartha Shakya, Roberto Santana, José Antonio Lozano

Genet. Program. Evolvable Mach., 2012

A type2 Fuzzy Logic System for workforce management in the telecommunications domain.

Summer Kassem, Hani Hagras, Gilbert Owusu, Siddhartha Shakya

Proceedings of the FUZZ-IEEE 2012, 2012

Tactical Resource Planner for Workforce Allocation in Telecommunications.

Ahmed Mohamed, Hani Hagras, Siddhartha Shakya, Gilbert Owusu

Proceedings of the Autonomous and Intelligent Systems - Third International Conference, 2012

2011

Intelligent Tuning of a Dynamic Business Simulation Environment.

Thierry Mamer, Siddhartha Shakya, John A. W. McCall, Gilbert Owusu

Proceedings of the Research and Development in Intelligent Systems XXVIII, 2011

2010

An AI-based system for pricing diverse products and services.

Siddhartha Shakya, Choong Ming Chin, Gilbert Owusu

Knowl. Based Syst., 2010

Dynamic Pricing with Neural Network Demand Models and Evolutionary Algorithms.

Siddhartha Shakya, Mathias Kern, Gilbert Owusu, Choong Ming Chin

Proceedings of the Research and Development in Intelligent Systems XXVII, 2010

2009

A fully multivariate DEUM algorithm.

Siddhartha Shakya, Alexander E. I. Brownlee, John A. W. McCall, François A. Fournier, Gilbert Owusu

Proceedings of the IEEE Congress on Evolutionary Computation, 2009

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

Proceedings of the IEEE Congress on Evolutionary Computation, 2009

2008

Analysing the Effect of Demand Uncertainty in Dynamic Pricing with EAs.

Siddhartha Shakya, Fernando S. Oliveira, Gilbert Owusu

Proceedings of the Research and Development in Intelligent Systems XXV, 2008

An EDA based on local markov property and gibbs sampling.

Siddhartha Shakya, Roberto Santana

Proceedings of the Genetic and Evolutionary Computation Conference, 2008

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 application of EDA and GA to dynamic pricing.

Siddhartha Shakya, Fernando S. Oliveira, Gilbert Owusu

Proceedings of the Genetic and Evolutionary Computation Conference, 2007

2006

Optimising cancer chemotherapy using an estimation of distribution algorithm and genetic algorithms.

Andrei Petrovski, Siddhartha Shakya, John A. W. McCall

Proceedings of the Genetic and Evolutionary Computation Conference, 2006

Solving the Ising Spin Glass Problem using a Bivariate EDA based on Markov Random Fields.

Siddhartha Shakya, John A. W. McCall, Deryck Forsyth Brown

Proceedings of the IEEE International Conference on Evolutionary Computation, 2006

2005

Using a Markov network model in a univariate EDA: an empirical cost-benefit analysis.

Siddhartha Shakya, John A. W. McCall, Deryck Forsyth Brown

Proceedings of the Genetic and Evolutionary Computation Conference, 2005

Incorporating a Metropolis method in a distribution estimation using Markov random field algorithm.

Siddhartha Shakya, John A. W. McCall, Deryck Forsyth Brown

Proceedings of the IEEE Congress on Evolutionary Computation, 2005