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3D Reconstruction of objects from RGB images and depth information using deep learning

by Karunanayaka, Tharindu Dananjaya | Dr. Charith Chithraranjan [supervisor].

Language: English Publisher: [2022]Dissertation note: Department of Computer Science & Engineering Faculty of Engineering 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(043) (1). : Location(s): Thesis Collection Call number: 004(043).

An Advanced machine learning approach to estimate the state of charge of battery energy storage system for micro-grid

by Jeewandara, Jeewandara Mudiyanselage Dinidu Srimal | Prof. J.P. Karunadasa [supervisor] | Prof. K.T.M.U. Hemapala [supervisor].

Language: English Publisher: [2021]Dissertation note: Department of Electrical Engineering Faculty of Engineering University of Moratuwa 2021 Availability: Items available for reference: Library, University of Moratuwa Not For LoanCall number: 621.3(043) (1). : Location(s): Thesis Collection Call number: 621.3(043).

Anomaly detection in real time CCTV streams

by Kularathne, D.M.B | Dr. Charith Chitraranjan [ [supervisor].

Language: English Publisher: [2020]Dissertation note: Department of Computer Science & Engineering Faculty of Engineering 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(043) (1). : Location(s): Thesis Collection Call number: 004(043).

Automatic fact extraction from open-ended geometry questions

by Jayasinghe, Ishadi | Dr. Surangika Ranathunga [supervisor].

Language: English Publisher: [2019]Dissertation note: Department of Computer Science & Engineering Faculty of Engineering 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(043) (1). : Location(s): Thesis Collection Call number: 004(043).

CNN LOB : stock price movement prediction exploitiong spatial features of the limit order book

by Anjula, Weda Naidelage Prageeth | Dr. Uthayasanker Thayasivam [supervisor].

Language: English Publisher: [2021]Dissertation note: Department of Computer Science & Engineering Faculty of Engineering 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(043) (1). : Location(s): Thesis Collection Call number: 004(043).

A deep learning ensemble hate speech detection approach for Sinhala tweets

by Munasinghe, Munasinghe Imiyage Sidath Asiri | Dr. U. Thayasivam [supervisor].

Language: English Publisher: [2022]Dissertation note: Department of Computer Science & Engineering Faculty of Engineering 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(043) (1). : Location(s): Thesis Collection Call number: 004(043).

Deep learning framework for financial time series prediction using technical indicators and price data

by Pathirana, Yasiru Bimanka Serasinghe | Dr. A. Shehan Perera [supervisor].

Language: English Publisher: [2022]Dissertation note: Department of Computer Science & Engineering Faculty of Engineering 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(043) (1). : Location(s): Thesis Collection Call number: 004(043) .

Design and development of semi - automatic tire inspection machine

by Perera, Henadheera Arachchige Pasan Bhagya | Prof. A.G. Buddhika P. Jayasekara [supervisor].

Language: English Publisher: [2021]Dissertation note: Department of Electrical Engineering Faculty of Engineering University of Moratuwa 2021 Online access: Click here to access online Availability: Items available for reference: Library, University of Moratuwa Not For LoanCall number: 681.5(043) (1). : Location(s): Thesis Collection Call number: 681.5(043).

Efficient depiction of video for semantic retrieval applications by dimensionality reduction of visual feature space

by Bandara, Amarakoon Mudiyanselage Randitha Ravimal | Dr. Lochandaka Ranathunga [supervisor] | Dr. Nor Aniza Abdullah [supervisor].

Language: English Publisher: [2021]Dissertation note: Department of Information Technology 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(043) (1). : Location(s): Thesis Collection Call number: 004(043) .

Fine-grained diabetic wound image analysis and automated classification system using deep learning

by Gamage, H.V.L.C | Dr. G.I.U.S. Perera [supervisor].

Language: English Publisher: [2020]Dissertation note: Department of Computer Science & Engineering Faculty of Engineering 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(043) (1). : Location(s): Thesis Collection Call number: 004(043).

Fundamentals of deep learning : designing next-generation machine intelligence algorithms

by Buduma, Nikhil | Locascio, Nicholas.

Language: English Publisher: Mumbai Shroff Publishers & Distributors Pvt. Ltd. 2017Availability: Items available for loan: Library, University of Moratuwa (1). Location(s): Lending Collection Call number: 004.8 B8.

Handwritten sinhala character recognition using deep learning

by Karunarathne, M. L | Dr. C. P. Wijesiriwardana [supervisor].

Language: English Publisher: [2022]Dissertation note: Department of Information Technology 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(043) (1). : Location(s): Thesis Collection Call number: 004(043).

Hybrid CNN-LSTM model for minute - wise stock market price prediction

by Vijithasena, Mudiyanse Rasika Gayani | Dr. Sapumal Ahangama [supervisor].

Language: English Publisher: [2022]Dissertation note: Department of Computer Science & Engineering Faculty of Engineering 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(043) (1). : Location(s): Thesis Collection Call number: 004(043) .

Implicit feature extraction from customer reviews using supervised learning

by Sornalingam, Atheesan | Dr. Uthayasanker Thayasivam [supervisor].

Language: English Publisher: [2020]Dissertation note: Department of Computer Science & Engineering Faculty of Engineering University of Moratuwa 2020 Online access: Click here to access online Availability: Items available for loan: Library, University of Moratuwa (1). Location(s): Thesis Collection Call number: 004(043).

Minimizing domain bias when adapting sentiment analysis techniques to the legal domain

by Ratnayaka, Gathika | Dr. Amal Shehan Perera [supervisor] | Dr. Nisansa de Silva [supervisor].

Language: English Publisher: [2022]Dissertation note: Department of Computer Science & Engineering Faculty of Engineering 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(043) (1). : Location(s): E-Thesis Collection Call number: 004(043) .

Modeling abandoned object detection and recognition in real - time surveillance

by Weliwita, W.W.W.W.T.W.K.M.R.N.D.B | Mr. S.C. Premaratne [supervisor].

Language: English Publisher: [2020]Dissertation note: Department of Information Technology 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(043) (1). : Location(s): Thesis Collection Call number: 004(043).

Monolingual sentence similarity measurement using siamese neural networks for Sinhala and Tamil languages

by Satkunanantham, Nilaxan | Dr. Surangika Ranathunga [supervisor].

Language: English Publisher: [2021]Dissertation note: Department of Computer Science & Engineering Faculty of Engineering 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(043) (1). : Location(s): Thesis Collection Call number: 004(043).

Predicting reservoir water levels using deep learning

by Meyen, Ahmed Nuzhi | Dr. A. Shehan Perera [supervisor].

Language: English Publisher: [2018]Dissertation note: Department of Computer Science & Engineering Faculty of Engineering University of Moratuwa 2018 Online access: Click here to access online Availability: Items available for reference: Library, University of Moratuwa Not For LoanCall number: 004(043) (1). : Location(s): Thesis Collection Call number: 004(043).

Rugby event detection in broadcast videos based on visual features using deep learning

by Jayasuriya, Dulan Priyanga | Dr. S. Ahangama [supervisor].

Language: English Publisher: [2022]Dissertation note: Department of Computer Science & Engineering Faculty of Engineering 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(043) (1). : Location(s): Thesis Collection Call number: 004(043) .

Sentiment analysis for financial market prediction

by Methmal, Thommaya Hewa Hasanga | Dr. Surangika Ranathunga.

Language: English Publisher: [2020]Dissertation note: Department of Computer Science & Engineering Faculty of Engineering 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(043) (1). : Location(s): Thesis Collection Call number: 004(043).


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