Search Results - "Shakya, Siddhartha"

Novel secure surgical telepresence using enhanced advanced encryption standard: during, pre and post surgery by Shakya, Siddhartha, Alsadoon, Abeer, Prasad, P. W. C., Haddad, Sami, Pham, Linh, Alrubaie, Ahmad, Deva, Anand, Hsu, Jeremy

“…Security during surgical telepresence has not yet been sufficiently considered. This paper aims to propose a solution to enhance security during surgery…”
Get full text

Optimization by estimation of distribution with DEUM framework based on Markov random fields by Shakya, Siddhartha, McCall, John

“…This paper presents a Markov random field (MRF) approach to estimating and sampling the probability distribution in populations of solutions. The approach is…”
Get full text

Waste to energy in Kathmandu Nepal—A way toward achieving sustainable development goals by Lohani, Sunil Prasad, Keitsch, Martina, Shakya, Siddhartha, Fulford, David

“…The Sustainable Development Goals (SDG) explicitly focus on responsible use of resources, production, and consumption, which comprises sensible waste…”
Get full text

Anaerobic co-digestion of food waste, poultry litter and sewage sludge: seasonal performance under ambient condition and model evaluation by Lohani, Sunil Prasad, Shakya, Siddhartha, Gurung, Prekshya, Dhungana, Bipasyana, Paudel, Dipti, Mainali, Brijesh

“…With the increasing population, food waste, sewage sludge, and poultry litter management problem are scaling up even in low-income countries. The management of…”
Get full text

A Markovianity based optimisation algorithm by Shakya, Siddhartha, Santana, Roberto, Lozano, Jose A.

“…Several Estimation of Distribution Algorithms (EDAs) based on Markov networks have been recently proposed. The key idea behind these EDAs was to factorise the…”
Get full text

Dynamic programming operators for the bi-objective Traveling Thief Problem by Santana, Roberto, Shakya, Siddhartha

“…The traveling thief problem (TTP) has emerged as a realistic multi-component problem that poses a number of challenges to traditional optimizers. In this paper…”
Get full text

Fire Alarm Volume Forecasting with ML Models by Alantali, Fatmah, Shakya, Siddhartha, Khargharia, Himadri, Sharif, Sara

“…Forecasting the number of expected fire alarms in different areas for future dates can help authorities to proactively provision resources to manage them. This…”
Get full text

Optimizing Field Productivity by Mobile Warehouse Deployment Using Evolutionary Algorithms by Shakya, Siddhartha, Lee, Beum Seuk, Owusu, Gilbert

“…Service organizations such as telecom or utility companies require uninterrupted availability of spare parts to maintain their service. It is very important…”
Get full text

AI Based 5G RAN Planning by Shakya, Siddhartha, Roushdy, Ashraf, Khargharia, Himadri Sikhar, Musa, Asad, Omar, Amr

“…This paper proposes an AI solution to optimize the site selection process for 5G Radio Network(RAN) planning. We study various analytic and machine learning…”
Get full text

Investigating binary EAs for Passive In-Building Distributed Antenna Systems by Shakya, Siddhartha, Poon, Kin, AlShanqiti, Khawla, Ouali, Anis, Sleptchenko, Andrei

“…A passive in-building distributed antenna system (IB-DAS) is often used to enhance indoor mobile data coverage by introducing indoor antennas inside buildings…”
Get full text

Investigating RNNs for vehicle volume forecasting in service stations by Khargharia, Himadri Sikhar, Santana, Roberto, Shakya, Siddhartha, Ainslie, Russell, Owusu, Gilbert

“…Accurate forecasting of customer demand can be critical for increasing operational efficiency and augmenting customer satisfaction, particularly in scenarios…”
Get full text

A fully multivariate DEUM algorithm by Shakya, S., Brownlee, A., McCall, J., Fournier, F., Owusu, G.

“…Distribution Estimation Using Markov network (DEUM) algorithm is a class of estimation of distribution algorithms that uses Markov networks to model and sample…”
Get full text

Deum: a framework for an estimation of distribution algorithm based on markov random fields by Shakya, Siddhartha

“…Estimation of Distribution Algorithms (EDAs) belong to the class of population based optimisation algorithms. They are motivated by the idea of discovering and…”
Get full text

Predicting Demand in IoT Enabled Service Stations by Khargharia, Himadri Sikhar, Shakya, Siddhartha, Ainslie, Russell, AlShizawi, Sara, Owusu, Gilbert

“…The current world of AI revolves around forecasting and prediction, eating up a major chunk of problem statements generated by organizations in various…”
Get full text

Solving the Ising Spin Glass Problem using a Bivariate EDA based on Markov Random Fields by Shakya, S.K., McCall, J.A.W., Brown, D.F.

“…Markov random field (MRF) modelling techniques have been recently proposed as a novel approach to probabilistic modelling for estimation of distribution…”
Get full text

Incorporating a Metropolis method in a distribution estimation using Markov random field algorithm by Shakya, S.K., McCall, J.A.W., Brown, D.F.

“…Markov random field (MRF) modelling techniques have been recently proposed as a novel approach to probabilistic modelling for estimation of distribution…”
Get full text

Integrated resource planning for diverse workforces by Kern, M., Shakya, S., Owusu, G.

“…Resource planning is an integral component of service chain management as it ensures that customer commitments are met, that a high quality of service is…”
Get full text