Modelling glacial retreat with machine learning techniques (Softcopy is also available) (Record no. 71744)
[ view plain ]
| 000 -LEADER | |
|---|---|
| fixed length control field | 01079nam a2200181Ia 4500 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 240308s9999 xx 000 0 und d |
| 082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | MG TH-0257 |
| Item number | SRI |
| 100 ## - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Sriram, Vemuri Venkata (PGE21355) |
| 245 #0 - TITLE STATEMENT | |
| Title | Modelling glacial retreat with machine learning techniques (Softcopy is also available) |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) | |
| Date of publication, distribution, etc | 2023 |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | xx,35p. |
| 505 ## - FORMATTED CONTENTS NOTE | |
| Formatted contents note | TABLE OF CONTENTS <br/>1.2. Remote Sensing and Glaciers 2 <br/>1.3. Factors affecting Glaciers 3 <br/>1.4 GeoAI 4 <br/>2. LITERATURE REVIEW 5 <br/>3. WORK OUTLINE 9 <br/>3.1 Aim 9 <br/>3.2 Objectives 9 <br/>3.3 Study Region and Data used 9 <br/>3.4 Parameter Influence 11 <br/>3.5 Time Series Analysis 12 <br/>4. METHODOLOGY 15 <br/>4.1 Feedforward ANN 15 <br/>4.2 RNN 16 <br/>4.3 LSTM 17 <br/>5. RESULTS AND ANALYSIS 19 <br/>5.1 Model Evaluations 19 <br/>5.2 RNN Validation 21 <br/>6. GLACIAL BOUNDARY DELINEATION 23 <br/>5. CONCLUSIONS AND SOCIETAL USABILITY 27 <br/>REFERENCES 29 <br/> |
| 700 ## - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Gharekhan, Dhwanilnath (Guide) |
| 890 ## - Country | |
| Country | India |
| 891 ## - Topic | |
| Topic | 2021 Batch |
| 891 ## - Topic | |
| Topic | FT-PG |
| 891 ## - Topic | |
| Topic | M.Sc. Geomatics |
| Withdrawn status | Lost status | Damaged status | Not for loan | Collection code | Withdrawn status | Home library | Current library | Date acquired | Source of acquisition | Full call number | Barcode | Date last seen | Price effective from | Koha item type |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Not For Loan | Faculty of Technology | CEPT Library | CEPT Library | 08/03/2024 | Faculty of Technology | MG TH-0257 SRI | 025709 | 08/03/2024 | 08/03/2024 | Thesis |