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2020 – today
- 2024
[c51]Siddhartha Shakya, Kin Poon, Ahmed Suliman
, Alia Aljasmi, Huda Goian, Ahoud Barzaiq:
Optimal Wireless Meter Deployment Using Evolutionary Algorithms. SIMULTECH 2024: 332-339- 2023
- [c50]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: 10:1-10:6 - [c49]Himadri Sikhar Khargharia, Sid Shakya, Dymitr Ruta:
Comparative Analysis of Metaheuristics Techniques for Trade Data Harmonization. IJCCI 2023: 206-213 - [c48]Nouf Alkaabi, Sid Shakya, Rabeb Mizouni:
Testing Variants of LSTM Networks for a Production Forecasting Problem. IJCCI 2023: 524-531 - 2022
- [c47]Ahmed Alzaidi, Siddhartha Shakya, Himadri Sikhar Khargharia:
Investigating Prediction Models for Vehicle Demand in a Service Industry. IJCCI 2022: 359-366 - [c46]Himadri Sikhar Khargharia, Siddhartha Shakya, Sara Sharif, Russell Ainslie, Gilbert Owusu:
On Predicting the Work Load for Service Contractors. SGAI Conf. 2022: 223-237 - [c45]Nouf Alkaabi, Siddhartha Shakya:
Comparing ML Models for Food Production Forecasting. SGAI Conf. 2022: 303-308 - [c44]Roberto Santana, Siddhartha Shakya:
Evolutionary approaches with adaptive operators for the bi-objective TTP. SSCI 2022: 1202-1209 - 2021
- [c43]Siddhartha Shakya, Kin Fai Poon, Khawla AlShanqiti, Anis Ouali, Andrei Sleptchenko:
Investigating binary EAs for Passive In-Building Distributed Antenna Systems. CEC 2021: 2101-2108 - [c42]Siddhartha Shakya, Ashraf Roushdy, Himadri Sikhar Khargharia, Asad Musa, Amr Omar:
AI Based 5G RAN Planning. ISNCC 2021: 1-6 - [c41]Himadri Sikhar Khargharia, Siddhartha Shakya, Russell Ainslie, Gilbert Owusu:
Evolving Large Scale Prediction Models for Vehicle Volume Forecasting in Service Stations. SGAI Conf. 2021: 224-238 - 2020
- [j9]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): 14265-14290 (2020) - [c40]Roberto Santana, Siddhartha Shakya:
Dynamic programming operators for the bi-objective Traveling Thief Problem. CEC 2020: 1-8 - [c39]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: 287-288 - [c38]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: 393-399 - [c37]Himadri Sikhar Khargharia, Roberto Santana, Siddhartha Shakya, Russell Ainslie, Gilbert Owusu:
Investigating RNNs for vehicle volume forecasting in service stations. SSCI 2020: 2625-2632
2010 – 2019
- 2019
- [j8]Andrew Starkey, Hani Hagras, Sid Shakya, Gilbert Owusu:
iPatch: A Many-Objective Type-2 Fuzzy Logic System for Field Workforce Optimization. IEEE Trans. Fuzzy Syst. 27(3): 502-514 (2019) - [c36]Himadri Sikhar Khargharia, Siddhartha Shakya, Russell Ainslie, Sara AlShizawi, Gilbert Owusu:
Predicting Demand in IoT Enabled Service Stations. CogSIMA 2019: 81-87 - [c35]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: 278-282 - [c34]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: 167-179 - [c33]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: 253-266 - [c32]Siddhartha Shakya, Beum-Seuk Lee, Gilbert Owusu:
Optimizing Field Productivity by Mobile Warehouse Deployment Using Evolutionary Algorithms. SSCI 2019: 1652-1659 - 2018
- [j7]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): 245-260 (2018) - [c31]Russell Ainslie, John A. W. McCall, Sid Shakya, Gilbert Owusu:
Tactical Plan Optimisation for Large Multi-Skilled Workforces Using a Bi-Level Model. CEC 2018: 1-8 - [c30]Siddhartha Shakya, Kin Fai Poon, Anis Ouali:
A GA based network optimization tool for passive in-building distributed antenna systems. GECCO 2018: 1371-1378 - [c29]Sara AlShizawi, Siddhartha Shakya, Andrzej Stefan Sluzek, Russell Ainslie, Gilbert Owusu:
Predicting Fluid Work Demand in Service Organizations Using AI Techniques. SGAI Conf. 2018: 266-276 - 2017
- [c28]Sid Shakya, Beum-Seuk Lee, Carla Di Cairano-Gilfedder, Gilbert Owusu:
Spares parts optimization for legacy telecom networks using a permutation-based evolutionary algorithm. CEC 2017: 1742-1748 - [c27]Andrew Starkey, Hani Hagras, Sid Shakya, Gilbert Owusu:
Fuzzy dominance rules for real-world many objective optimization. FUZZ-IEEE 2017: 1-6 - [c26]Russell Ainslie, John A. W. McCall, Sid Shakya, Gilbert Owusu:
Predicting Service Levels Using Neural Networks. SGAI Conf. 2017: 411-416 - 2016
- [j6]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: 390-411 (2016) - [j5]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): 269-286 (2016) - [c25]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: 5068-5075 - [c24]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: 2051-2058 - [c23]Russell Ainslie, John A. W. McCall, Siddhartha Shakya, Gilbert Owusu:
Predictive planning with neural networks. IJCNN 2016: 2110-2117 - [c22]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: 253-266 - 2015
- [c21]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: 1-8 - [c20]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: 231-243 - [c19]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: 245-259 - [c18]Andrew Starkey, Hani Hagras, Siddhartha Shakya, Gilbert Owusu:
A Genetic Algorithm Based Approach for Workforce Upskilling. SGAI Conf. 2015: 261-272 - 2014
- [c17]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: 255-267 - 2013
- [c16]Ahmed Mohamed, Hani Hagras, Siddhartha Shakya, Gilbert Owusu:
A fuzzy-genetic tactical resource planner for workforce allocation. EAIS 2013: 98-105 - [c15]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: 1-8 - [p3]Siddhartha Shakya, Summer Kassem, Ahmed Mohamed, Hani Hagras, Gilbert Owusu:
Enhancing Field Service Operations via Fuzzy Automation of Tactical Supply Plan. Transforming Field and Service Operations 2013: 101-114 - [p2]Gilbert Owusu, Paul O'Brien, Siddhartha Shakya:
The Role of Service Quality in Transforming Operations. Transforming Field and Service Operations 2013: 153-165 - [p1]Thierry Mamer, John A. W. McCall, Siddhartha Shakya, Gilbert Owusu, Olivier Regnier-Coudert:
Understanding Team Dynamics with Agent-Based Simulation. Transforming Field and Service Operations 2013: 183-198 - 2012
- [j4]Siddhartha Shakya, Roberto Santana, José Antonio Lozano:
A Markovianity based optimisation algorithm. Genet. Program. Evolvable Mach. 13(2): 159-195 (2012) - [j3]Siddhartha Shakya, Mathias Kern, Gilbert Owusu, Choong Ming Chin:
Neural network demand models and evolutionary optimisers for dynamic pricing. Knowl. Based Syst. 29: 44-53 (2012) - [c14]Ahmed Mohamed, Hani Hagras, Siddhartha Shakya, Gilbert Owusu:
Tactical Resource Planner for Workforce Allocation in Telecommunications. AIS 2012: 87-94 - [c13]Summer Kassem, Hani Hagras, Gilbert Owusu, Siddhartha Shakya:
A type2 Fuzzy Logic System for workforce management in the telecommunications domain. FUZZ-IEEE 2012: 1-8 - 2011
- [c12]Thierry Mamer, Siddhartha Shakya, John A. W. McCall, Gilbert Owusu:
Intelligent Tuning of a Dynamic Business Simulation Environment. SGAI Conf. 2011: 355-368 - 2010
- [j2]Siddhartha Shakya, Choong Ming Chin, Gilbert Owusu:
An AI-based system for pricing diverse products and services. Knowl. Based Syst. 23(4): 357-362 (2010) - [c11]Siddhartha Shakya, Mathias Kern, Gilbert Owusu, Choong Ming Chin:
Dynamic Pricing with Neural Network Demand Models and Evolutionary Algorithms. SGAI Conf. 2010: 223-236
2000 – 2009
- 2009
- [c10]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: 447-454 - [c9]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: 479-486 - [c8]Siddhartha Shakya, Choong Ming Chin, Gilbert Owusu:
An AI-Based System for Pricing Diverse Products and Services. SGAI Conf. 2009: 393-406 - 2008
- [c7]Siddhartha Shakya, Roberto Santana:
An EDA based on local markov property and gibbs sampling. GECCO 2008: 475-476 - [c6]Siddhartha Shakya, Fernando S. Oliveira, Gilbert Owusu:
Analysing the Effect of Demand Uncertainty in Dynamic Pricing with EAs. SGAI Conf. 2008: 77-90 - 2007
- [j1]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): 262-272 (2007) - [c5]Siddhartha Shakya, Fernando S. Oliveira, Gilbert Owusu:
An application of EDA and GA to dynamic pricing. GECCO 2007: 585-592 - 2006
- [c4]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: 908-915 - [c3]Andrei Petrovski, Siddhartha Shakya, John A. W. McCall:
Optimising cancer chemotherapy using an estimation of distribution algorithm and genetic algorithms. GECCO 2006: 413-418 - 2005
- [c2]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: 2576-2583 - [c1]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: 727-734
Coauthor Index
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