Siddhartha Shakya

Publication Activity (10 Years)

Years Active: 2005-2023
Publications (10 Years): 31

Top Topics

Team Composition

Advanced Encryption Standard

Prediction Model

Top Venues

Publications

Corrado Mio, Siddhartha Shakya, Himadri Sikhar Khargharia, Dymitr Ruta, Subey Dengur, Aysha Ali Saif Al Shamisi, Asma Alawneh
Strengthening Food Security: A Comparison of Food Import Forecasting Models. BDCAT (2023)
Nouf Alkaabi, Siddhartha Shakya
Comparing ML Models for Food Production Forecasting. SGAI Conf. (2022)
Himadri Sikhar Khargharia, Siddhartha Shakya, Sara Sharif, Russell Ainslie, Gilbert Owusu
On Predicting the Work Load for Service Contractors. SGAI Conf. (2022)
Ahmed Alzaidi, Siddhartha Shakya, Himadri Khargharia
Investigating Prediction Models for Vehicle Demand in a Service Industry. IJCCI (2022)
Roberto Santana, Siddhartha Shakya
Evolutionary approaches with adaptive operators for the bi-objective TTP. SSCI (2022)
Siddhartha Shakya, Kin Fai Poon, Khawla AlShanqiti, Anis Ouali, Andrei Sleptchenko
Investigating binary EAs for Passive In-Building Distributed Antenna Systems. CEC (2021)
Siddhartha Shakya, Ashraf Roushdy, Himadri Sikhar Khargharia, Asad Musa, Amr Omar
AI Based 5G RAN Planning. ISNCC (2021)
Himadri Sikhar Khargharia, Siddhartha Shakya, Russell Ainslie, Gilbert Owusu
Evolving Large Scale Prediction Models for Vehicle Volume Forecasting in Service Stations. SGAI Conf. (2021)
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)
Himadri Sikhar Khargharia, Roberto Santana, Siddhartha Shakya, Russell Ainslie, Gilbert Owusu
Investigating RNNs for vehicle volume forecasting in service stations. SSCI (2020)
Siddhartha Shakya, Abeer Alsadoon, P. W. C. Prasad, Sami Haddad, Linh Pham, Ahmad Alrubaie, Anand Deva, Jeremy Hsu
Novel secure surgical telepresence using enhanced advanced encryption standard: during, pre and post surgery. Multim. Tools Appl. 79 (19-20) (2020)
Roberto Santana, Siddhartha Shakya
Dynamic programming operators for the bi-objective Traveling Thief Problem. CEC (2020)
Siddhartha Shakya, Kin Fai Poon, Khawla AlShanqiti, Anis Ouali, Andrei Sleptchenko
An application of GA and EDA for passive in-building distributed antenna systems. GECCO Companion (2020)
Kin Fai Poon, Siddhartha Shakya, Khawla Shanqiti, Anis Ouali, Andrei Sleptchenko
Designing Passive Indoor Distributed Antenna System with Practical Constraints Using Binary Encoding. IEEM (2019)
Siddhartha Shakya, Beum-Seuk Lee, Gilbert Owusu
Optimizing Field Productivity by Mobile Warehouse Deployment Using Evolutionary Algorithms. SSCI (2019)
Himadri Sikhar Khargharia, Siddhartha Shakya, Russell Ainslie, Sara AlShizawi, Gilbert Owusu
Predicting Demand in IoT Enabled Service Stations. CogSIMA (2019)
Khawla AlShanqiti, Kin Fai Poon, Siddhartha Shakya, Andrei Sleptchenko, Anis Ouali
A Multi-objective Design of In-Building Distributed Antenna System Using Evolutionary Algorithms. SGAI Conf. (2019)
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)
Siddhartha Shakya, Kin Fai Poon, Anis Ouali
A GA based network optimization tool for passive in-building distributed antenna systems. GECCO (2018)
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) (2018)
Sara AlShizawi, Siddhartha Shakya, Andrzej Stefan Sluzek, Russell Ainslie, Gilbert Owusu
Predicting Fluid Work Demand in Service Organizations Using AI Techniques. SGAI Conf. (2018)
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)
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) (2016)
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 (2016)
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)
Russell Ainslie, John A. W. McCall, Siddhartha Shakya, Gilbert Owusu
Predictive planning with neural networks. IJCNN (2016)
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)
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)
Kaltham Al Romaithi, Kin Fai Poon, Anis Ouali, Peng-Yong Kong, Siddhartha Shakya
Hybrid Optimization Approach for Multi-Layer FTTH Network Design. SGAI Conf. (2015)
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)
Andrew Starkey, Hani Hagras, Siddhartha Shakya, Gilbert Owusu
A Genetic Algorithm Based Approach for Workforce Upskilling. SGAI Conf. (2015)
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)
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)
Ahmed Mohamed, Hani Hagras, Siddhartha Shakya, Gilbert Owusu
A fuzzy-genetic tactical resource planner for workforce allocation. EAIS (2013)
Siddhartha Shakya, Roberto Santana, José Antonio Lozano
A Markovianity based optimisation algorithm. Genet. Program. Evolvable Mach. 13 (2) (2012)
Summer Kassem, Hani Hagras, Gilbert Owusu, Siddhartha Shakya
A type2 Fuzzy Logic System for workforce management in the telecommunications domain. FUZZ-IEEE (2012)
Ahmed Mohamed, Hani Hagras, Siddhartha Shakya, Gilbert Owusu
Tactical Resource Planner for Workforce Allocation in Telecommunications. AIS (2012)
Siddhartha Shakya, Mathias Kern, Gilbert Owusu, Choong Ming Chin
Neural network demand models and evolutionary optimisers for dynamic pricing. Knowl. Based Syst. 29 (2012)
Thierry Mamer, Siddhartha Shakya, John A. W. McCall, Gilbert Owusu
Intelligent Tuning of a Dynamic Business Simulation Environment. SGAI Conf. (2011)
Siddhartha Shakya, Mathias Kern, Gilbert Owusu, Choong Ming Chin
Dynamic Pricing with Neural Network Demand Models and Evolutionary Algorithms. SGAI Conf. (2010)
Siddhartha Shakya, Choong Ming Chin, Gilbert Owusu
An AI-based system for pricing diverse products and services. Knowl. Based Syst. 23 (4) (2010)
Alexander E. I. Brownlee, John A. W. McCall, Siddhartha Shakya, Qingfu Zhang
Structure learning and optimisation in a Markov-network based estimation of distribution algorithm. IEEE Congress on Evolutionary Computation (2009)
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)
Siddhartha Shakya, Choong Ming Chin, Gilbert Owusu
An AI-Based System for Pricing Diverse Products and Services. SGAI Conf. (2009)
Siddhartha Shakya, Fernando S. Oliveira, Gilbert Owusu
Analysing the Effect of Demand Uncertainty in Dynamic Pricing with EAs. SGAI Conf. (2008)
Siddhartha Shakya, Roberto Santana
An EDA based on local markov property and gibbs sampling. GECCO (2008)
Siddhartha Shakya, Fernando S. Oliveira, Gilbert Owusu
An application of EDA and GA to dynamic pricing. GECCO (2007)
Siddhartha Shakya, John A. W. McCall
Optimization by estimation of distribution with DEUM framework based on Markov random fields. Int. J. Autom. Comput. 4 (3) (2007)
Andrei Petrovski, Siddhartha Shakya, John A. W. McCall
Optimising cancer chemotherapy using an estimation of distribution algorithm and genetic algorithms. GECCO (2006)
Siddhartha Shakya, John A. W. McCall, Deryck Forsyth Brown
Solving the Ising Spin Glass Problem using a Bivariate EDA based on Markov Random Fields. IEEE Congress on Evolutionary Computation (2006)
Siddhartha Shakya, John A. W. McCall, Deryck Forsyth Brown
Using a Markov network model in a univariate EDA: an empirical cost-benefit analysis. GECCO (2005)
Siddhartha Shakya, John A. W. McCall, Deryck Forsyth Brown
Incorporating a Metropolis method in a distribution estimation using Markov random field algorithm. Congress on Evolutionary Computation (2005)