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2D Human animation synthesis from videos using generative adversarial neural networks

by Udawatta, Pasan Nadeera | Dr. Subha Feernando [supervisor].

Language: English Publisher: [2022]Dissertation note: Department of Computational Mathematics Faculty of Information Technology University of Moratuwa 2022 Online access: Click here to access online Availability: Items available for reference: Library, University of Moratuwa Not For LoanCall number: 004.8(043) (1). : Location(s): Thesis Collection Call number: 004.8(043) .

Automated tourism knowledge graph and intent generation from audio content extracted from videos, by utilizing NLP

by Seneviratne, Senuri Sarindi | Dr. Sagara Sumathipala [supervisor].

Language: English Publisher: [2022]Dissertation note: Department of Computational Mathematics Faculty of Information Technology University of Moratuwa 2022 Online access: Click here to access online Availability: Items available for reference: Library, University of Moratuwa Not For LoanCall number: 004.8(043) (1). : Location(s): Thesis Collection Call number: 004.8(043).

A Big data analytic framework over federated data centers for intelligent travel recommenders

by Udayanthi, Hewa Pathiranage Ishara | Dr. Thushari Silva [supervisor].

Language: English Publisher: [2021]Dissertation note: Department of Computational Mathematics Faculty of Information Technology University of Moratuwa 2021 Online access: Click here to access online Availability: Items available for reference: Library, University of Moratuwa Not For LoanCall number: 519.6(043) (1). : Location(s): Thesis Collection Call number: 519.6(043).

Capsule network based super resolution method for medical image enhancement

by Munasingha, Shashika Chamod | Dr.(Mrs) Subha Fernando [supervisor].

Language: English Publisher: [2020]Dissertation note: Department of Computational Mathematics Faculty of Information Technology University of Moratuwa 2020 Online access: Click here to access online Availability: Items available for reference: Library, University of Moratuwa Not For LoanCall number: 004.8(043) (1). : Location(s): Thesis Collection Call number: 004.8(043) .

Dynamic ontology based Q&A system for pandemic situations case study COVID-19 pandemics

by Subasinghe, Subasinghe Arachchige Harsha Piyumi | Dr. A. T. P. Silva [supervisor].

Language: English Publisher: [2022]Dissertation note: Department of Computational Mathematics Faculty of Information Technology University of Moratuwa 2022 Online access: Click here to access online Availability: Items available for reference: Library, University of Moratuwa Not For LoanCall number: 004.8(043) (1). : Location(s): Thesis Collection Call number: 004.8(043) .

Excavation using decentralized swarm robots for off-earth habitation

by Gunasekara, loku Kaththotage Isuru Kalhara | Dr. K. S. D. Fernando [supervisor].

Language: English Publisher: [2022]Dissertation note: Department of Computational Mathematics Faculty of Information Technology University of Moratuwa 2022 Online access: Click here to access online Availability: Items available for reference: Library, University of Moratuwa Not For LoanCall number: 004.8(043) (1). : Location(s): Thesis Collection Call number: 004.8(043) .

Fabric defect detection using one-class classifier

by Madhusanka, V. K. N | Dr. K. S. D. Fernando [supervisor].

Language: English Publisher: [2022]Dissertation note: Department of Computational Mathematics Faculty of Information Technology University of Moratuwa 2022 Online access: Click here to access online Availability: Items available for reference: Library, University of Moratuwa Not For LoanCall number: 004.8(043) (1). : Location(s): Thesis Collection Call number: 004.8(043) .

Generic information extraction framework for document processing

by Silva, Agampodi kanishka Gayathri | Dr. A. P. T. Silva [supervisor].

Language: English Publisher: [2021]Dissertation note: Department of Computational Mathematics Faculty of Information Technology University of Moratuwa 2021 Online access: Click here to access online Availability: Items available for reference: Library, University of Moratuwa Not For LoanCall number: 004.8(043) (1). : Location(s): Thesis Collection Call number: 004.8(043) .

A hybrid approach for dynamic task scheduling in unforeseen environments using multi agent reinforcement learning and enhanced Q-learning

by Shayalika, Jayakody Kankanamlage Chathurangi | Dr.(Ms )A.T.P. Silva [supervisor].

Language: English Publisher: [2020]Dissertation note: Department of Computational Mathematics Faculty of Information Technology University of Moratuwa 2020 Online access: Click here to access online Availability: Items available for reference: Library, University of Moratuwa Not For LoanCall number: 004.8(043) (1). : Location(s): Thesis Collection Call number: 004.8(043) .

Multi-Target multi-camera tracking optimization using probabilistic target search

by Wijayasekara, K. S | Prof. Chinthaka Premachandra [supervisor] | Dr. Subha Fernando [supervisor].

Language: English Publisher: [2022]Dissertation note: Department of Computational Mathematics Faculty of Information Technology University of Moratuwa 2022 Online access: Click here to access online Availability: Items available for reference: Library, University of Moratuwa Not For LoanCall number: 004.8(043) (1). : Location(s): Thesis Collection Call number: 004.8(043) .

Neural machine translation approach for Singlish to English translation

by Sandaruwan, H. D. Dinidu | Dr. Sagara Sumathipala [supervisor] | Dr. Subha Fernando [supervisor].

Language: English Publisher: [2021]Dissertation note: Department of Computational Mathematics Faculty of Information Technology University of Moratuwa 2021 Online access: Click here to access online Availability: Items available for reference: Library, University of Moratuwa Not For LoanCall number: 004.8(043) (1). : Location(s): Sri Lanka Collection Call number: 004.8(043) .

Ontology - driven personalized expert recommender system for IT service management

by Chamalka, Karuna Sagara Wasala Kelaniya Bandarage Lihini | Dr. A. T. P. Silva [supervisor].

Language: English Publisher: [2022]Dissertation note: Department of Computational Mathematics Faculty of Information Technology University of Moratuwa 2022 Online access: Click here to access online Availability: Items available for reference: Library, University of Moratuwa Not For LoanCall number: 004.8(043) (1). : Location(s): Thesis Collection Call number: 004.8(043).

Optimizing robotic swarm based construction tasks

by Jaliya, Dombagoda Liyanage Teshan Shanuka | Dr.(Mrs) K.S.D. Fernando [supervisor].

Language: English Publisher: [2020]Dissertation note: Department of Computational Mathematics Faculty of Information Technology University of Moratuwa 2020 Online access: Click here to access online Availability: Items available for reference: Library, University of Moratuwa Not For LoanCall number: 004.8(043) (1). : Location(s): Thesis Collection Call number: 004.8(043).

Personalised movie recommendation based on multi model data integration

by Madushanki, J. G. I | Dr. A. T. P. Silva [supervisor].

Language: English Publisher: [2022]Dissertation note: Department of Computational Mathematics Faculty of Information Technology University of Moratuwa 2022 Online access: Click here to access online Availability: Items available for reference: Library, University of Moratuwa Not For LoanCall number: 004.8(043) (1). : Location(s): Thesis Collection Call number: 004.8(043).

Pre-trained language model - based semi - supervised learning approach for content - based email categorization

by Kankanamge, Nuwan Dinusha | Dr.(Ms.) A. T. P. Silva [supervisor].

Language: English Publisher: [2020]Dissertation note: University of Moratuwa Department of Computational Mathematics Faculty of Information Technology 2020 Online access: Click here to access online Availability: Items available for reference: Library, University of Moratuwa Not For LoanCall number: 004.8(043) (1). : Location(s): Thesis Collection Call number: 004.8(043) .

Stacked capsule autoencoder based generative adversarial network

by Madhusanka, Galagama Arachchige Chathura | Dr. (Mrs.) K.S.D. Fernando [supervisor].

Language: English Publisher: [2020]Dissertation note: Department of Computational Mathematics Faculty of Information Technology University of Moratuwa 2020 Online access: Click here to access online Availability: Items available for reference: Library, University of Moratuwa Not For LoanCall number: 004.8(043) (1). : Location(s): Thesis Collection Call number: 004.8(043) .

Summarization of large-scale videos to text format using supervised based simple rule - based machine learning models

by Sugathadasa, Udage Kankanange Harindu Ashan | Dr. Subha Fernando [supervisor] | Dr. Varuna De Silva [supervisor].

Language: English Publisher: [2022]Dissertation note: Department of Computational Mathematics Faculty of Information Technology University of Moratuwa 2022 Online access: Click here to access online Availability: Items available for reference: Library, University of Moratuwa Not For LoanCall number: 004.8(043) (1). : Location(s): Thesis Collection Call number: 004.8(043) .

Theme park crowd simulation using multi agent system

by Gunawardena, D.M.L.N.P | Dr.(Mrs) K.S.D. Fernando [supervisor].

Language: English Publisher: [2020]Dissertation note: Department of Computational Mathematics Faculty of Information Technology University of Moratuwa 2020 Online access: Click here to access online Availability: Items available for reference: Library, University of Moratuwa Not For LoanCall number: 004.8(043) (1). : Location(s): Thesis Collection Call number: 004.8(043) .

Thinking like human approach to AI for gameplaying

by Sumanapala, Sadika Hasantha | Prof. A. S. Karunananda [supervisor].

Language: English Publisher: [2021]Dissertation note: Department of Computational Mathematics Faculty of Information Technology University of Moratuwa 2021 Online access: Click here to access online Availability: Items available for reference: Library, University of Moratuwa Not For LoanCall number: 004.8(043) (1). : Location(s): Thesis Collection Call number: 004.8(043) .

Topological pruner a neural network pruner using topological data analysis

by Perera, W. M. M. J. U | Dr. Subha Fernando [supervisor] | Dr. Ashwini Amarasinghe [supervisor].

Language: English Publisher: [2022]Dissertation note: Department of Computational Mathematics Faculty of Information Technology University of Moratuwa 2022 Online access: Click here to access online Availability: Items available for reference: Library, University of Moratuwa Not For LoanCall number: 004.8(043) (1). : Location(s): Thesis Collection Call number: 004.8(043) .


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