Log in
Language:

MERAL Myanmar Education Research and Learning Portal

  • Top
  • Universities
  • Ranking
To
lat lon distance
To

Field does not validate



Index Link

Index Tree

Please input email address.

WEKO

One fine body…

WEKO

One fine body…

Item

{"_buckets": {"deposit": "60eba2ec-6d88-4c4e-b7b6-c3949502d489"}, "_deposit": {"id": "4207", "owners": [], "pid": {"revision_id": 0, "type": "recid", "value": "4207"}, "status": "published"}, "_oai": {"id": "oai:meral.edu.mm:recid/4207", "sets": ["user-ucsy"]}, "communities": ["ucsy"], "item_1583103067471": {"attribute_name": "Title", "attribute_value_mlt": [{"subitem_1551255647225": "Bayesian Network Probability Model for Weather Prediction", "subitem_1551255648112": "en"}]}, "item_1583103085720": {"attribute_name": "Description", "attribute_value_mlt": [{"interim": "Bayesian networks, or belief networks, show conditional probability and causality relationships between variables. Weather forecasting is important for various areas. In this paper, weather forecasting system is presented based on Bayesian network (BN) model. This work applies BN to model the spatial dependencies among the different meteorological variables for weather prediction (rainfall and temperature) over Myanmar. In this work, regional and global weather data which are contributing to rainfall prediction of Myanmar are used. Then, inference ability of BN approximate inference algorithm in rainfall prediction is analyzed with experiments over independent test data sets. For model training and testing, collected historical records of weather stations between 1990 and 2006 are used. Prediction accuracy of the model is reported with empirical results."}]}, "item_1583103108160": {"attribute_name": "Keywords", "attribute_value": []}, "item_1583103120197": {"attribute_name": "Files", "attribute_type": "file", "attribute_value_mlt": [{"accessrole": "open_access", "date": [{"dateType": "Available", "dateValue": "2019-08-06"}], "displaytype": "preview", "download_preview_message": "", "file_order": 0, "filename": "59009.pdf", "filesize": [{"value": "222 Kb"}], "format": "application/pdf", "future_date_message": "", "is_thumbnail": false, "licensetype": "license_free", "mimetype": "application/pdf", "size": 222000.0, "url": {"url": "https://meral.edu.mm/record/4207/files/59009.pdf"}, "version_id": "0b2552ec-f51b-4d56-a7aa-505312340575"}]}, "item_1583103131163": {"attribute_name": "Journal articles", "attribute_value_mlt": [{"subitem_issue": "", "subitem_journal_title": "Fourth Local Conference on Parallel and Soft Computing", "subitem_pages": "", "subitem_volume": ""}]}, "item_1583103147082": {"attribute_name": "Conference papers", "attribute_value_mlt": [{"subitem_acronym": "", "subitem_c_date": "", "subitem_conference_title": "", "subitem_part": "", "subitem_place": "", "subitem_session": "", "subitem_website": ""}]}, "item_1583103211336": {"attribute_name": "Books/reports/chapters", "attribute_value_mlt": [{"subitem_book_title": "", "subitem_isbn": "", "subitem_pages": "", "subitem_place": "", "subitem_publisher": ""}]}, "item_1583103233624": {"attribute_name": "Thesis/dissertations", "attribute_value_mlt": [{"subitem_awarding_university": "", "subitem_supervisor(s)": [{"subitem_supervisor": ""}]}]}, "item_1583105942107": {"attribute_name": "Authors", "attribute_value_mlt": [{"subitem_authors": [{"subitem_authors_fullname": "Hlaing, Aye Nandar"}, {"subitem_authors_fullname": "Naing, Thinn"}]}]}, "item_1583108359239": {"attribute_name": "Upload type", "attribute_value_mlt": [{"interim": "Publication"}]}, "item_1583108428133": {"attribute_name": "Publication type", "attribute_value_mlt": [{"interim": "Article"}]}, "item_1583159729339": {"attribute_name": "Publication date", "attribute_value": "2009-12-30"}, "item_1583159847033": {"attribute_name": "Identifier", "attribute_value": "http://onlineresource.ucsy.edu.mm/handle/123456789/1900"}, "item_title": "Bayesian Network Probability Model for Weather Prediction", "item_type_id": "21", "owner": "1", "path": ["1597824273898"], "permalink_uri": "http://hdl.handle.net/20.500.12678/0000004207", "pubdate": {"attribute_name": "Deposited date", "attribute_value": "2019-08-06"}, "publish_date": "2019-08-06", "publish_status": "0", "recid": "4207", "relation": {}, "relation_version_is_last": true, "title": ["Bayesian Network Probability Model for Weather Prediction"], "weko_shared_id": -1}
  1. University of Computer Studies, Yangon
  2. Conferences

Bayesian Network Probability Model for Weather Prediction

http://hdl.handle.net/20.500.12678/0000004207
http://hdl.handle.net/20.500.12678/0000004207
52ac1713-be3e-40d4-942e-a990466ae0b3
60eba2ec-6d88-4c4e-b7b6-c3949502d489
None
Preview
Name / File License Actions
59009.pdf 59009.pdf (222 Kb)
Back
0
0
views
downloads
See details
Views Downloads

Versions

Ver.1 2020-09-01 14:20:38.590429
Show All versions

Share

Mendeley Twitter Facebook Print Addthis

Export

OAI-PMH
  • OAI-PMH DublinCore
Other Formats
  • JSON

Confirm


Back to MERAL


Back to MERAL