FLOOD LEVEL PREDICTION MODEL MANAGEMENT SYSTEM
본 발명의 일 실시예에 따른 홍수 수위 예측 모델 관리 시스템은, LSTM 모델 또는 GRU 모델이 입력되는 모델 입력부; 기상 데이터셋 또는 수위 데이터셋이 입력되는 데이터 입력부; 및 상기 모델 입력부에 입력된 모델에 대해서 상기 데이터 입력부에 입력된 데이터셋의 형태별로 성능을 비교하는 성능 비교부;를 포함할 수 있다. A flood level prediction model management system according to one embodiment of the present invention may comprise: a...
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| creator | CHO MIN WOO JUNG HOE KYUNG |
| description | 본 발명의 일 실시예에 따른 홍수 수위 예측 모델 관리 시스템은, LSTM 모델 또는 GRU 모델이 입력되는 모델 입력부; 기상 데이터셋 또는 수위 데이터셋이 입력되는 데이터 입력부; 및 상기 모델 입력부에 입력된 모델에 대해서 상기 데이터 입력부에 입력된 데이터셋의 형태별로 성능을 비교하는 성능 비교부;를 포함할 수 있다.
A flood level prediction model management system according to one embodiment of the present invention may comprise: a model input unit for inputting an LSTM model or a GRU model; a data input unit for inputting a weather data set or a water level data set; and a performance comparison unit for comparing, according to the form of each data set input into the data input unit, the performance of the models input into the model input unit. |
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| fullrecord | <record><control><sourceid>epo_EVB</sourceid><recordid>TN_cdi_epo_espacenet_KR20240015368A</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><sourcerecordid>KR20240015368A</sourcerecordid><originalsourceid>FETCH-epo_espacenet_KR20240015368A3</originalsourceid><addsrcrecordid>eNrjZNBz8_H3d1HwcQ1z9VEICHJ18XQO8fT3U_D1dwEK-Dr6Obq7-rr6hSgERwaHuPryMLCmJeYUp_JCaW4GZTfXEGcP3dSC_PjU4oLE5NS81JJ47yAjAyMTAwNDU2MzC0dj4lQBAHj7Jp8</addsrcrecordid><sourcetype>Open Access Repository</sourcetype><iscdi>true</iscdi><recordtype>patent</recordtype></control><display><type>patent</type><title>FLOOD LEVEL PREDICTION MODEL MANAGEMENT SYSTEM</title><source>esp@cenet</source><creator>CHO MIN WOO ; JUNG HOE KYUNG</creator><creatorcontrib>CHO MIN WOO ; JUNG HOE KYUNG</creatorcontrib><description>본 발명의 일 실시예에 따른 홍수 수위 예측 모델 관리 시스템은, LSTM 모델 또는 GRU 모델이 입력되는 모델 입력부; 기상 데이터셋 또는 수위 데이터셋이 입력되는 데이터 입력부; 및 상기 모델 입력부에 입력된 모델에 대해서 상기 데이터 입력부에 입력된 데이터셋의 형태별로 성능을 비교하는 성능 비교부;를 포함할 수 있다.
A flood level prediction model management system according to one embodiment of the present invention may comprise: a model input unit for inputting an LSTM model or a GRU model; a data input unit for inputting a weather data set or a water level data set; and a performance comparison unit for comparing, according to the form of each data set input into the data input unit, the performance of the models input into the model input unit.</description><language>eng ; kor</language><subject>CALCULATING ; COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS ; COMPUTING ; COUNTING ; DATA PROCESSING SYSTEMS OR METHODS, SPECIALLY ADAPTED FORADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORYOR FORECASTING PURPOSES ; MEASURING ; METEOROLOGY ; PHYSICS ; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE,COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTINGPURPOSES, NOT OTHERWISE PROVIDED FOR ; TESTING</subject><creationdate>2024</creationdate><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://worldwide.espacenet.com/publicationDetails/biblio?FT=D&date=20240205&DB=EPODOC&CC=KR&NR=20240015368A$$EHTML$$P50$$Gepo$$Hfree_for_read</linktohtml><link.rule.ids>230,308,777,882,25545,76296</link.rule.ids><linktorsrc>$$Uhttps://worldwide.espacenet.com/publicationDetails/biblio?FT=D&date=20240205&DB=EPODOC&CC=KR&NR=20240015368A$$EView_record_in_European_Patent_Office$$FView_record_in_$$GEuropean_Patent_Office$$Hfree_for_read</linktorsrc></links><search><creatorcontrib>CHO MIN WOO</creatorcontrib><creatorcontrib>JUNG HOE KYUNG</creatorcontrib><title>FLOOD LEVEL PREDICTION MODEL MANAGEMENT SYSTEM</title><description>본 발명의 일 실시예에 따른 홍수 수위 예측 모델 관리 시스템은, LSTM 모델 또는 GRU 모델이 입력되는 모델 입력부; 기상 데이터셋 또는 수위 데이터셋이 입력되는 데이터 입력부; 및 상기 모델 입력부에 입력된 모델에 대해서 상기 데이터 입력부에 입력된 데이터셋의 형태별로 성능을 비교하는 성능 비교부;를 포함할 수 있다.
A flood level prediction model management system according to one embodiment of the present invention may comprise: a model input unit for inputting an LSTM model or a GRU model; a data input unit for inputting a weather data set or a water level data set; and a performance comparison unit for comparing, according to the form of each data set input into the data input unit, the performance of the models input into the model input unit.</description><subject>CALCULATING</subject><subject>COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS</subject><subject>COMPUTING</subject><subject>COUNTING</subject><subject>DATA PROCESSING SYSTEMS OR METHODS, SPECIALLY ADAPTED FORADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORYOR FORECASTING PURPOSES</subject><subject>MEASURING</subject><subject>METEOROLOGY</subject><subject>PHYSICS</subject><subject>SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE,COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTINGPURPOSES, NOT OTHERWISE PROVIDED FOR</subject><subject>TESTING</subject><fulltext>true</fulltext><rsrctype>patent</rsrctype><creationdate>2024</creationdate><recordtype>patent</recordtype><sourceid>EVB</sourceid><recordid>eNrjZNBz8_H3d1HwcQ1z9VEICHJ18XQO8fT3U_D1dwEK-Dr6Obq7-rr6hSgERwaHuPryMLCmJeYUp_JCaW4GZTfXEGcP3dSC_PjU4oLE5NS81JJ47yAjAyMTAwNDU2MzC0dj4lQBAHj7Jp8</recordid><startdate>20240205</startdate><enddate>20240205</enddate><creator>CHO MIN WOO</creator><creator>JUNG HOE KYUNG</creator><scope>EVB</scope></search><sort><creationdate>20240205</creationdate><title>FLOOD LEVEL PREDICTION MODEL MANAGEMENT SYSTEM</title><author>CHO MIN WOO ; JUNG HOE KYUNG</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-epo_espacenet_KR20240015368A3</frbrgroupid><rsrctype>patents</rsrctype><prefilter>patents</prefilter><language>eng ; kor</language><creationdate>2024</creationdate><topic>CALCULATING</topic><topic>COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS</topic><topic>COMPUTING</topic><topic>COUNTING</topic><topic>DATA PROCESSING SYSTEMS OR METHODS, SPECIALLY ADAPTED FORADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORYOR FORECASTING PURPOSES</topic><topic>MEASURING</topic><topic>METEOROLOGY</topic><topic>PHYSICS</topic><topic>SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE,COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTINGPURPOSES, NOT OTHERWISE PROVIDED FOR</topic><topic>TESTING</topic><toplevel>online_resources</toplevel><creatorcontrib>CHO MIN WOO</creatorcontrib><creatorcontrib>JUNG HOE KYUNG</creatorcontrib><collection>esp@cenet</collection></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext_linktorsrc</fulltext></delivery><addata><au>CHO MIN WOO</au><au>JUNG HOE KYUNG</au><format>patent</format><genre>patent</genre><ristype>GEN</ristype><title>FLOOD LEVEL PREDICTION MODEL MANAGEMENT SYSTEM</title><date>2024-02-05</date><risdate>2024</risdate><abstract>본 발명의 일 실시예에 따른 홍수 수위 예측 모델 관리 시스템은, LSTM 모델 또는 GRU 모델이 입력되는 모델 입력부; 기상 데이터셋 또는 수위 데이터셋이 입력되는 데이터 입력부; 및 상기 모델 입력부에 입력된 모델에 대해서 상기 데이터 입력부에 입력된 데이터셋의 형태별로 성능을 비교하는 성능 비교부;를 포함할 수 있다.
A flood level prediction model management system according to one embodiment of the present invention may comprise: a model input unit for inputting an LSTM model or a GRU model; a data input unit for inputting a weather data set or a water level data set; and a performance comparison unit for comparing, according to the form of each data set input into the data input unit, the performance of the models input into the model input unit.</abstract><oa>free_for_read</oa></addata></record> |
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| subjects | CALCULATING COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS COMPUTING COUNTING DATA PROCESSING SYSTEMS OR METHODS, SPECIALLY ADAPTED FORADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORYOR FORECASTING PURPOSES MEASURING METEOROLOGY PHYSICS SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE,COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTINGPURPOSES, NOT OTHERWISE PROVIDED FOR TESTING |
| title | FLOOD LEVEL PREDICTION MODEL MANAGEMENT SYSTEM |
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