Siddhartha Shakya

61 papers A 5B 12C 7Misc 1Journal 10Unranked 23
YearRankTypeTitle / Venue / Authors
2026 J jnl
Collision avoidance in UAV swarms: A learning-centric perspective on collaborative intelligence.
Neurocomputing
Himadri Sikhar Khargharia, Anis Ouali, Siddhartha Shakya, Sara Ahmad
2026 J jnl
SSal: A System Leveraging Machine Learning for Superior Site Selection of 5G Radio Access Network.
SN Comput. Sci.
Himadri Sikhar Khargharia, Siddhartha Shakya
2025 C conf
Optimal Warehouse Distribution Center Placement using Evolutionary Algorithms.
BDCAT
Corrado Mio, Abdulla Alfalasi, Siddhartha Shakya
2024 C conf
A Comparison of Advanced Machine Learning Models for Food Import Forecasting.
IJCCI
Corrado Mio, Siddhartha Shakya
2024 C conf
Optimal Wireless Meter Deployment Using Evolutionary Algorithms.
SIMULTECH
Siddhartha Shakya, Kin Poon, Ahmed Talal Suliman, Alia Aljasmi, Huda Goian, Ahoud Barzaiq
2024 C conf
Unusual Invoice Detection Using a Permutation Based Genetic Algorithm.
BDCAT
Fatmah Khalfan Alantali, Corrado Mio, Siddhartha Shakya, Alia Abdulaziz Ali Abdulla Aljasmi, Huda Saleh Mohammed Goian, Ahoud Saif
2023 C conf
Strengthening Food Security: A Comparison of Food Import Forecasting Models.
BDCAT
Corrado Mio, Siddhartha Shakya, Himadri Sikhar Khargharia, Dymitr Ruta, Subey Dengur, Aysha Ali Saif Al Shamisi, Asma Alawneh
2022 — conf
Comparing ML Models for Food Production Forecasting.
SGAI Conf.
Nouf Alkaabi, Siddhartha Shakya
2022 — conf
Evolutionary approaches with adaptive operators for the bi-objective TTP.
SSCI
Roberto Santana, Siddhartha Shakya
2022 C conf
Investigating Prediction Models for Vehicle Demand in a Service Industry.
IJCCI
Ahmed Alzaidi, Siddhartha Shakya, Himadri Sikhar Khargharia
2022 — conf
On Predicting the Work Load for Service Contractors.
SGAI Conf.
Himadri Sikhar Khargharia, Siddhartha Shakya, Sara Sharif, Russell Ainslie, Gilbert Owusu
2021 C conf
AI Based 5G RAN Planning.
ISNCC
Siddhartha Shakya, Ashraf Roushdy, Himadri Sikhar Khargharia, Asad Musa, Amr Omar
2021 — conf
Evolving Large Scale Prediction Models for Vehicle Volume Forecasting in Service Stations.
SGAI Conf.
Himadri Sikhar Khargharia, Siddhartha Shakya, Russell Ainslie, Gilbert Owusu
2021 B conf
Investigating binary EAs for Passive In-Building Distributed Antenna Systems.
CEC
Siddhartha Shakya, Kin Fai Poon, Khawla AlShanqiti, Anis Ouali, Andrei Sleptchenko
2020 — conf
An Application of EDA and GA for Permutation Based Spare Part Allocation Problem.
SGAI Conf.
Nouf Alkaabi, Siddhartha Shakya, Adriana Gabor, Andrzej Stefan Sluzek, Beum-Seuk Lee, Gilbert Owusu
2020 — conf
An application of GA and EDA for passive in-building distributed antenna systems.
GECCO Companion
Siddhartha Shakya, Kin Fai Poon, Khawla AlShanqiti, Anis Ouali, Andrei Sleptchenko
2020 B conf
Dynamic programming operators for the bi-objective Traveling Thief Problem.
CEC
Roberto Santana, Siddhartha Shakya
2020 — conf
Investigating RNNs for vehicle volume forecasting in service stations.
SSCI
Himadri Sikhar Khargharia, Roberto Santana, Siddhartha Shakya, Russell Ainslie, Gilbert Owusu
2020 J jnl
Novel secure surgical telepresence using enhanced advanced encryption standard: during, pre and post surgery.
Multim. Tools Appl.
Siddhartha Shakya, Abeer Alsadoon, P. W. C. Prasad, Sami Haddad, Linh Pham, Ahmad Alrubaie, Anand Deva, Jeremy Hsu
2019 — conf
A Multi-objective Design of In-Building Distributed Antenna System Using Evolutionary Algorithms.
SGAI Conf.
Khawla AlShanqiti, Kin Fai Poon, Siddhartha Shakya, Andrei Sleptchenko, Anis Ouali
2019 — conf
Designing Passive Indoor Distributed Antenna System with Practical Constraints Using Binary Encoding.
IEEM
Kin Fai Poon, Siddhartha Shakya, Khawla Shanqiti, Anis Ouali, Andrei Sleptchenko
2019 — conf
Evolving Prediction Models with Genetic Algorithm to Forecast Vehicle Volume in a Service Station (Best Application Paper).
SGAI Conf.
Himadri Sikhar Khargharia, Siddhartha Shakya, Russell Ainslie, Gilbert Owusu
2019 — conf
Optimizing Field Productivity by Mobile Warehouse Deployment Using Evolutionary Algorithms.
SSCI
Siddhartha Shakya, Beum-Seuk Lee, Gilbert Owusu
2019 Misc conf
Predicting Demand in IoT Enabled Service Stations.
CogSIMA
Himadri Sikhar Khargharia, Siddhartha Shakya, Russell Ainslie, Sara AlShizawi, Gilbert Owusu
2018 A conf
A GA based network optimization tool for passive in-building distributed antenna systems.
GECCO
Siddhartha Shakya, Kin Fai Poon, Anis Ouali
2018 J jnl
A Genetic Algorithm Based System for Simultaneous Optimisation of Workforce Skills and Teams.
Künstliche Intell.
Andrew Starkey, Hani Hagras, Siddhartha Shakya, Gilbert Owusu
2018 — conf
Predicting Fluid Work Demand in Service Organizations Using AI Techniques.
SGAI Conf.
Sara AlShizawi, Siddhartha Shakya, Andrzej Stefan Sluzek, Russell Ainslie, Gilbert Owusu
2016 — conf
A Genetic Algorithm Based Approach for the Simultaneous Optimisation of Workforce Skill Sets and Team Allocation.
SGAI Conf.
Andrew Starkey, Hani Hagras, Siddhartha Shakya, Gilbert Owusu
2016 J jnl
A cloud computing based many objective type-2 fuzzy logic system for mobile field workforce area optimization.
Memetic Comput.
Andrew Starkey, Hani Hagras, Siddhartha Shakya, Gilbert Owusu, Ahmed Mohamed, Daniyal M. Al-Ghazzawi
2016 B conf
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
Andrew Starkey, Hani Hagras, Siddhartha Shakya, Gilbert Owusu
2016 B conf
A many-objective genetic type-2 fuzzy logic system for the optimal allocation of mobile field engineers.
FUZZ-IEEE
Andrew Starkey, Hani Hagras, Siddhartha Shakya, Gilbert Owusu
2016 J jnl
A multi-objective genetic type-2 fuzzy logic based system for mobile field workforce area optimization.
Inf. Sci.
Andrew Starkey, Hani Hagras, Siddhartha Shakya, Gilbert Owusu
2016 B conf
Predictive planning with neural networks.
IJCNN
Russell Ainslie, John A. W. McCall, Siddhartha Shakya, Gilbert Owusu
2015 — conf
A Genetic Algorithm Based Approach for Workforce Upskilling.
SGAI Conf.
Andrew Starkey, Hani Hagras, Siddhartha Shakya, Gilbert Owusu
2015 B conf
A genetic type-2 fuzzy logic based approach for the optimal allocation of mobile field engineers to their working areas.
FUZZ-IEEE
Andrew Starkey, Hani Hagras, Siddhartha Shakya, Gilbert Owusu
2015 — conf
Hybrid Optimization Approach for Multi-Layer FTTH Network Design.
SGAI Conf.
Kaltham Al Romaithi, Kin Fai Poon, Anis Ouali, Peng-Yong Kong, Siddhartha Shakya
2015 — conf
Optimising Skill Matching in the Service Industry for Large Multi-skilled Workforces.
SGAI Conf.
Russell Ainslie, Siddhartha Shakya, John A. W. McCall, Gilbert Owusu
2014 — conf
Hierarchical Type-2 Fuzzy Logic Based Real Time Dynamic Operational Planning System.
SGAI Conf.
Ahmed Mohamed, Hani Hagras, Siddhartha Shakya, Anne Liret, Raphaël Dorne, Gilbert Owusu
2013 — conf
A fuzzy-genetic tactical resource planner for workforce allocation.
EAIS
Ahmed Mohamed, Hani Hagras, Siddhartha Shakya, Gilbert Owusu
2013 B conf
A genetic interval type-2 fuzzy logic based approach for operational resource planning.
FUZZ-IEEE
Ahmed Mohamed, Hani Hagras, Anne Liret, Siddhartha Shakya, Gilbert Owusu
2013 — ch.
Enhancing Field Service Operations via Fuzzy Automation of Tactical Supply Plan.
Transforming Field and Service Operations
Siddhartha Shakya, Summer Kassem, Ahmed Mohamed, Hani Hagras, Gilbert Owusu
2013 — ch.
The Role of Service Quality in Transforming Operations.
Transforming Field and Service Operations
Gilbert Owusu, Paul O'Brien, Siddhartha Shakya
2013 — ch.
Understanding Team Dynamics with Agent-Based Simulation.
Transforming Field and Service Operations
Thierry Mamer, John A. W. McCall, Siddhartha Shakya, Gilbert Owusu, Olivier Regnier-Coudert
2012 J jnl
A Markovianity based optimisation algorithm.
Genet. Program. Evolvable Mach.
Siddhartha Shakya, Roberto Santana, José Antonio Lozano
2012 B conf
A type2 Fuzzy Logic System for workforce management in the telecommunications domain.
FUZZ-IEEE
Summer Kassem, Hani Hagras, Gilbert Owusu, Siddhartha Shakya
2012 J jnl
Neural network demand models and evolutionary optimisers for dynamic pricing.
Knowl. Based Syst.
Siddhartha Shakya, Mathias Kern, Gilbert Owusu, Choong Ming Chin
2012 — conf
Tactical Resource Planner for Workforce Allocation in Telecommunications.
AIS
Ahmed Mohamed, Hani Hagras, Siddhartha Shakya, Gilbert Owusu
2011 — conf
Intelligent Tuning of a Dynamic Business Simulation Environment.
SGAI Conf.
Thierry Mamer, Siddhartha Shakya, John A. W. McCall, Gilbert Owusu
2010 J jnl
An AI-based system for pricing diverse products and services.
Knowl. Based Syst.
Siddhartha Shakya, Choong Ming Chin, Gilbert Owusu
2010 — conf
Dynamic Pricing with Neural Network Demand Models and Evolutionary Algorithms.
SGAI Conf.
Siddhartha Shakya, Mathias Kern, Gilbert Owusu, Choong Ming Chin
2009 B conf
A fully multivariate DEUM algorithm.
IEEE Congress on Evolutionary Computation
Siddhartha Shakya, Alexander E. I. Brownlee, John A. W. McCall, François A. Fournier, Gilbert Owusu
2009 — conf
An AI-Based System for Pricing Diverse Products and Services.
SGAI Conf.
Siddhartha Shakya, Choong Ming Chin, Gilbert Owusu
2009 B conf
Structure learning and optimisation in a Markov-network based estimation of distribution algorithm.
IEEE Congress on Evolutionary Computation
Alexander E. I. Brownlee, John A. W. McCall, Siddhartha Shakya, Qingfu Zhang
2008 A conf
An EDA based on local markov property and gibbs sampling.
GECCO
Siddhartha Shakya, Roberto Santana
2008 — conf
Analysing the Effect of Demand Uncertainty in Dynamic Pricing with EAs.
SGAI Conf.
Siddhartha Shakya, Fernando S. Oliveira, Gilbert Owusu
2007 A conf
An application of EDA and GA to dynamic pricing.
GECCO
Siddhartha Shakya, Fernando S. Oliveira, Gilbert Owusu
2007 J jnl
Optimization by estimation of distribution with DEUM framework based on Markov random fields.
Int. J. Autom. Comput.
Siddhartha Shakya, John A. W. McCall
2006 A conf
Optimising cancer chemotherapy using an estimation of distribution algorithm and genetic algorithms.
GECCO
Andrei Petrovski, Siddhartha Shakya, John A. W. McCall
2006 B conf
Solving the Ising Spin Glass Problem using a Bivariate EDA based on Markov Random Fields.
IEEE Congress on Evolutionary Computation
Siddhartha Shakya, John A. W. McCall, Deryck Forsyth Brown
2005 B conf
Incorporating a Metropolis method in a distribution estimation using Markov random field algorithm.
Congress on Evolutionary Computation
Siddhartha Shakya, John A. W. McCall, Deryck Forsyth Brown
2005 A conf
Using a Markov network model in a univariate EDA: an empirical cost-benefit analysis.
GECCO
Siddhartha Shakya, John A. W. McCall, Deryck Forsyth Brown