Browsing by Subject "ANN"

Browsing by Subject "ANN"

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  • Application of neural network and clustering techniques for short term electricity demand forecasting 
    Somarathne, E.D.T.; Wijayakulasooriya, J.V.; Karunasinghe, D.S.K. (Faculty of Applied Science, University of Vavuniya., 2022-11-03)
    Many researchers around the world have investigated short term load forecasting (STLF) models based on various forecasting techniques to prepare a better generation plan. They inves tigated traditional techniques and then ...
  • Automatic Labelling & Classification for Research Papers of Wildlife in Sri Lanka 
    Premisha, P.; Kumara, B.T.G.S.; Kudavidanage, Enoka; Banujan, K. (FACULTY OF INFORMATION TECHNOLOGY, UNIVERSITY OF MORATUWA, SRI LANKA, 03-12-20)
    Sri Lanka, is one of the global biodiversity hotspots, which contains a larger variety of fauna and flora. But nowadays Sri Lankan wildlife faced many issues because of poor management and policies to protect wildlife. The ...
  • Classification of Tamil Songs Based on Singers 
    Amrithaa, P.; Kartheeswaran, T. (Faculty of Applied Science, 02-12-2020)
    Music information retrieval (MIR) is a popular study area in music indexing and music retrieval system.Singer identification (SID) and classification is a subset of MIR which can be used in many applications.People have ...
  • Ontology Based Machine Learning Approach to Automatic Labelling for Research Papers on Wildlife of Sri Lanka 
    Premisha, P.; Kumara, B.T.G.S.; Kudavidanage, Enoka; Banujan, K. (University of Kelaniya, 28-11-20)
    Sri Lanka, being a global biodiversity hotspot, places great emphasis on biodiversity from an ecological perspective, socio-economic, and cultural factors. However, the wildlife of Sri Lanka is critically threatened due ...
  • “Predicting the Future Research Gaps Using Hybrid Approach: Machine Learning and Ontology 
    Premisha, P.; Kumara, B.T.G.S.; Kudavidanage, Enoka; Banujan, K. (Barbara Jane Holland (Brooklyn Public Library, USA (retired) & Independent Researcher, USA), 31-05-21)
    Sri Lanka is one of the global biodiversity hotspots that contain a large variety of fauna and flora. But nowadays Sri Lankan wildlife has faced many issues because of poor management and policies to protect wildlife. The ...