S. Shakya

发表

DEUM – A Fully Multivariate EDA Based on Markov Networks

François A. Fournier, J. McCall, G. Owusu, 2010 .

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

J. McCall, D. Brown, S. Shakya, 2005, 2005 IEEE Congress on Evolutionary Computation.

Probabilistic model building Genetic Algorithm ( PMBGA ) : A survey

S. Shakya, 2003 .

AN INVENTORY MODEL FOR DETERIORATING ITEMS WITH TIME DEPENDENT DEMAND AND PARTIAL BACKLOGGING

S. Shakya, R. Arya, 2012 .

Waste to energy in Kathmandu Nepal—A way toward achieving sustainable development goals

S. P. Lohani, D. Fulford, S. Shakya, 2021 .

Anaerobic co-digestion of food waste, poultry litter and sewage sludge: seasonal performance under ambient condition and model evaluation

S. P. Lohani, Brijesh Mainali, Bipasyana Dhungana, 2021 .

A Markovianity based optimisation algorithm

Siddhartha Shakya, Roberto Santana, José Antonio Lozano, 2012, Genetic Programming and Evolvable Machines.

The Markov network fitness model

Siddhartha Shakya, John McCall, Alexander E.I. Brownlee, 2012 .

Structure learning and optimisation in a Markov-network based estimation of distribution algorithm

Qingfu Zhang, Siddhartha Shakya, John A. W. McCall, 2009, 2009 IEEE Congress on Evolutionary Computation.

A genetic type-2 fuzzy logic based approach for the optimal allocation of mobile field engineers to their working areas

Hani Hagras, Gilbert Owusu, Siddhartha Shakya, 2015, 2015 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE).

A multi-objective genetic type-2 fuzzy logic based system for mobile field workforce area optimization

Hani Hagras, Gilbert Owusu, Siddhartha Shakya, 2016, Inf. Sci..

DEUM - Distribution Estimation Using Markov Networks

Gilbert Owusu, Siddhartha Shakya, Alexander E.I. Brownlee, 2012 .

A Review of Estimation of Distribution Algorithms and Markov Networks

Siddhartha Shakya, Roberto Santana, Roberto Santana, 2012 .

A fully multivariate DEUM algorithm

Gilbert Owusu, Siddhartha Shakya, John A. W. McCall, 2009, 2009 IEEE Congress on Evolutionary Computation.

Optimization by estimation of distribution with DEUM framework based on Markov random fields

Siddhartha Shakya, John McCall, J. McCall, 2007, Int. J. Autom. Comput..

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

Siddhartha Shakya, John A. W. McCall, Deryck Forsyth Brown, 2006, 2006 IEEE International Conference on Evolutionary Computation.

DEUM : a framework for an estimation of distribution algorithm based on Markov random fields

Siddhartha Shakya, S. Shakya, 2006 .

An AI-based system for pricing diverse products and services

Gilbert Owusu, Siddhartha Shakya, Choong Ming Chin, 2010, Knowl. Based Syst..

Hybrid Optimization Approach for Multi-Layer FTTH Network Design

Siddhartha Shakya, Peng Yong Kong, Kin Fai Poon, 2015, SGAI Conf..

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

Hani Hagras, Gilbert Owusu, Siddhartha Shakya, 2014, SGAI Conf..

MOA - Markovian Optimisation Algorithm

Siddhartha Shakya, Roberto Santana, Roberto Santana, 2012 .

Analysing the Effect of Demand Uncertainty in Dynamic Pricing with EAs

Gilbert Owusu, Siddhartha Shakya, Fernando Oliveira, 2008, SGAI Conf..

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

Gilbert Owusu, Siddhartha Shakya, Himadri Sikhar Khargharia, 2021, SGAI Conf..

Evolving Prediction Models with Genetic Algorithm to Forecast Vehicle Volume in a Service Station (Best Application Paper)

Gilbert Owusu, Siddhartha Shakya, Russell Ainslie, 2019, SGAI Conf..

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

Siddhartha Shakya, John A. W. McCall, Andrei Petrovski, 2006, GECCO '06.

iPatch: A Many-Objective Type-2 Fuzzy Logic System for Field Workforce Optimization

Hani Hagras, Sid Shakya, Gilbert Owusu, 2019, IEEE Transactions on Fuzzy Systems.

Applications of Distribution Estimation Using Markov Network Modelling (DEUM)

Siddhartha Shakya, Alexander E.I. Brownlee, John McCall, 2012 .

Optimizing Field Productivity by Mobile Warehouse Deployment Using Evolutionary Algorithms

Siddhartha Shakya, Gilbert Owusu, Beum Seuk Lee, 2019, 2019 IEEE Symposium Series on Computational Intelligence (SSCI).

A cloud computing based many objective type-2 fuzzy logic system for mobile field workforce area optimization

Hani Hagras, Gilbert Owusu, Siddhartha Shakya, 2016, Memetic Comput..

A cloud computing based many objective type-2 fuzzy logic system for mobile field workforce area optimization

H. Hagras, G. Owusu, A. Starkey, 2016, Memetic Computing.

Probabilistic Graphical Models and Markov Networks

Siddhartha Shakya, Roberto Santana, Roberto Santana, 2012 .

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

Gilbert Owusu, John A. W. McCall, Russell Ainslie, 2018, 2018 IEEE Congress on Evolutionary Computation (CEC).

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

Gilbert Owusu, Siddhartha Shakya, John A. W. McCall, 2015, SGAI Conf..

A Genetic Algorithm Based System for Simultaneous Optimisation of Workforce Skills and Teams

H. Hagras, G. Owusu, A. Starkey, 2018, KI - Künstliche Intelligenz.

Predictive planning with neural networks

Gilbert Owusu, Siddhartha Shakya, John A. W. McCall, 2016, 2016 International Joint Conference on Neural Networks (IJCNN).

Neural network demand models and evolutionary optimisers for dynamic pricing

Gilbert Owusu, Siddhartha Shakya, Mathias Kern, 2012, Knowl. Based Syst..

Dynamic Pricing with Neural Network Demand Models and Evolutionary Algorithms

Gilbert Owusu, Siddhartha Shakya, Mathias Kern, 2010, SGAI Conf..

Novel secure surgical telepresence using enhanced advanced encryption standard: during, pre and post surgery

Siddhartha Shakya, Abeer Alsadoon, P. W. C. Prasad, 2020, Multimedia Tools and Applications.

Heavy Metal Assessment of Kavre Valley Basin River System

B. Kafle, S. Shakya, Prekshya Gurung, 2019, Hydro Nepal: Journal of Water, Energy and Environment.

A Genetic Algorithm Based Approach for the Simultaneous Optimisation of Workforce Skill Sets and Team Allocation

Hani Hagras, Gilbert Owusu, Siddhartha Shakya, 2016, SGAI Conf..