Forecasting agricultural crop yield variations using big data and supervised machine learning (Record no. 179262)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 01159nam a2200301 4500 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 201021t2020 ||||| |||| 00| 0 eng d |
| 041 ## - LANGUAGE | |
| Language | English |
| 080 ## - UNIVERSAL DECIMAL CLASSIFICATION NUMBER | |
| Classification Number | 004(043) |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Item Type | Thesis |
| 100 ## - MAIN ENTRY--PERSONAL NAME | |
| Personal Author | Lakmal, Kariyawasan Jalath Thanthrige Dimuthu |
| 700 ## - ADDED ENTRY--PERSONAL NAME | |
| Supervisor | Mrs. Vishaka Nanayakkara |
| Relator Term | supervisor |
| 700 ## - ADDED ENTRY--PERSONAL NAME | |
| Supervisor | Dr. Amal Shehan Perera |
| Relator Term | supervisor |
| 245 ## - TITLE STATEMENT | |
| Title | Forecasting agricultural crop yield variations using big data and supervised machine learning |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) | |
| Date of Copyright | [2020] |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | viii, 66p. : diagrams, maps |
| Physical Details | References included |
| Accompanying Material | CD-ROM |
| 502 ## - DISSERTATION NOTE | |
| Department | Department of Computer Science & Engineering |
| Faculty | Faculty of Engineering |
| Name of granting institution | University of Moratuwa |
| Year of Granted | 2020 |
| 658 ## - INDEX TERM--CURRICULUM OBJECTIVE | |
| Degree Type | MSc (Major Component Research) |
| 856 ## - ELECTRONIC LOCATION AND ACCESS | |
| URL | <a href="http://dl.lib.uom.lk/handle/123/16499">http://dl.lib.uom.lk/handle/123/16499</a> |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical Term | COMPUTER SCIENCE- Dissertation |
| 9 (RLIN) | 12784 |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical Term | COMPUTER SCIENCE & ENGINEERING - Dissertation |
| 9 (RLIN) | 14905 |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical Term | REMOTE SENSING |
| 9 (RLIN) | 5629 |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical Term | SYNTHETIC APERTURE RADAR |
| 9 (RLIN) | 15008 |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical Term | AGRICULTURE - Rice |
| 9 (RLIN) | 15009 |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical Term | DEEP NEURAL NETWORKS |
| 9 (RLIN) | 15010 |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical Term | SUPPORT VECTOR MACHINE |
| 9 (RLIN) | 15011 |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical Term | BROWN PLANTHOPPER |
| 9 (RLIN) | 15012 |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical Term | PADDY YIELD, PADDY EXTENT -Sri Lanka |
| 9 (RLIN) | 15013 |
| Withdrawn status | Lost status | Source of classification or shelving scheme | Damaged status | Not for loan | Permanent location | Current location | Shelving location | Date acquired | Shelving Number | Full call number | Barcode | Date last seen | Donation number | Price effective from | Koha item type |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Library, University of Moratuwa | Library, University of Moratuwa | Thesis Collection | 14/10/2020 | DCS 03/35 | 004(043) | TH4347 | 12/10/2020 | LB/DON/73/2020 | 12/10/2020 | Thesis |