研究成果

第 1 到 115 筆結果，共 115 筆。

公開日期標題作者來源出版物WOS全文
12024/2/1Assessment of Offshore Wind Power Potential and Wind Energy Prediction Using Recurrent Neural NetworksWei, Chih-Chiang ; Chiang, Cheng-ShuJOURNAL OF MARINE SCIENCE AND ENGINEERING
22023/12/1Establishing a Real-Time Prediction System for Fine Particulate Matter Concentration Using Machine-Learning ModelsWei, Chih-Chiang ; Kao, Wei-JenATMOSPHERE
32023/12/1A Global Solar Radiation Forecasting System Using Combined Supervised and Unsupervised Learning ModelsWei, Chih-Chiang ; Yang, Yen-ChenENERGIES
42021Wind Features Extracted from Weather Simulations for Wind-Wave Prediction Using High-Resolution Neural NetworksChih-Chiang Wei Artificial Intelligence in Marine Science and Engineering0
52021Forecasting of Typhoon-Induced Wind-Wave by Using Convolutional Deep Learning on Fused Data of Remote Sensing and Ground MeasurementsWei, Chih-Chiang ; Chang, Hao-ChunSENSORS-BASEL6
62021Modular Neural Networks with Fully Convolutional Networks for Typhoon-Induced Short-Term Rainfall PredictionsWei, Chih-Chiang ; Huang, Tzu-HengSENSORS6
72021Real-Time Rainfall Forecasts Based on Radar Reflectivity during Typhoons: Case Study in Southeastern TaiwanWei, Chih-Chiang ; Hsu, Chen-ChiaSENSORS3
82021Collapse Warning System Using LSTM Neural Networks For Construction Disaster Prevention In Extreme Wind WeatherWei, Chih-Chiang J CIV ENG MANAG0
92020Comparison of river basin water level forecasting methods: sequential neural networks and multiple-input functional neural networksChih-Chiang Wei Remote Sensing
102020Typhoon Quantitative Rainfall Prediction from Big Data Analytics by Using the Apache Hadoop Spark Parallel Computing FrameworkChih-Chiang Wei ; Tzu-Hao ChouAtmosphere
112020Development of Stacked Long Short-Term Memory Neural Networks with Numerical Solutions for Wind Velocity PredictionsChih-Chiang Wei Advances in Meteorology
122020Real-time Extreme Rainfall Evaluation System for the Construction Industry Using Deep Convolutional Neural NetworksChih-Chiang Wei Water Resources Management
132020Extreme Gradient Boosting Model for Rain Retrieval using Radar Reflectivity from Various Elevation AnglesWei, Chih-Chiang ; Hsu, Chen-ChiaREMOTE SENS-BASEL7
142020Estimation of Hourly Rainfall during Typhoons Using Radar Mosaic-Based Convolutional Neural NetworksWei, Chih-Chiang ; Hsieh, Po-YuREMOTE SENS-BASEL13
152020Nearshore two-step typhoon wind-wave prediction using deep recurrent neural networksWei, Chih-Chiang ; Cheng, Ju-YuehJ HYDROINFORM10
162019Study on Wind Simulations Using Deep Learning Techniques during Typhoons: A Case Study of Northern TaiwanChih-Chiang Wei Atmosphere
172019Evaluation of Photovoltaic Power Generation by Using Deep Learning in Solar Panels Installed in BuildingsWei, Chih-Chiang ENERGIES6
182019風力作用下船舶纜繩受力模式建置蔡立宏; 洪維屏; 吳南靖 ; 魏志強 ; 蔡加正; 吳冠德港灣季刊
192018Using Adjacent Buoy Information to Predict Wave Heights of Typhoons Offshore of Northeastern TaiwanChih-Chiang Wei ; Hsieh, C. J.Water
202018Regional forecasting of wind speeds during typhoon landfall in Taiwan: a case study of westward-moving typhoonsChih-Chiang Wei Atmosphere
212018Regional Forecasting of Wind Speeds during Typhoon Landfall in Taiwan: A Case Study of Westward-Moving TyphoonsWei, Chih-Chiang ; Peng, Po-Chun; Tsai, Cheng-Han ; Huang, Chien-LinATMOSPHERE-BASEL9
222018Artificial Neural Network for Forecasting Wave Heights along a Ship's Route during HurricanesChia-Cheng Tsai ; Chih-Chiang Wei ; Tien-Hung Hou; Tai-Wen Hsu Journal of Waterway, Port, Coastal, and Ocean Engineering16
232018Nearshore Wave Predictions Using Data Mining Techniques during Typhoons: A Case Study near Taiwan's Northeastern CoastWei, Chih-Chiang ENERGIES15
242017類神經網路預測近岸任意點颱風風浪之研究謝家榮; 魏志強 ; 張人懿
252017Trade-off analysis of discharge-desiltation-turbidity and ANN analysis on sedimentation of a combined reservoir-reach system under multi-phase and multi-layer conjunctive releasing operationHuang, Chien-Lin; Hsu, Nien-Sheng; Wei, Chih-Chiang ; Yao, Chun-HaoJ HYDROL1
262017Predictions of Surface Solar Radiation on Tilted Solar Panels using Machine Learning Models: A Case Study of Tainan City, TaiwanWei, Chih-Chiang ENERGIES23
272017Examining El Nino-Southern Oscillation Effects in the Subtropical Zone to Forecast Long-Distance Total Rainfall from Typhoons: A Case Study in TaiwanWei, Chih-Chiang J ATMOS OCEAN TECH10
282017Conceptual weather environmental forecasting system for identifying potential failure of under-construction structures during typhoonsWei, Chih-Chiang J WIND ENG IND AEROD15
292017Risk Analysis of Reservoir Operations Considering Short-Term Flood Control and Long-Term Water Supply: A Case Study for the Da-Han Creek Basin in TaiwanCheng, Wen-Ming; Huang, Chien-Lin; Hsu, Nien-Sheng; Wei, Chih-Chiang WATER-SUI16
302017結合數值統計模式預測近岸颱風風浪之研究魏志強 ; 張人懿; 謝家榮
312017應用機器學習法於颱風風浪分類之研究許振嘉; 魏志強 
322017Machine learning algorithms for predicting typhoon-induced wave heightsChih-Chiang Wei 
332017Typhoon long-distance total rainfall forecast considering El Niño–Southern Oscillation effects in the subtropical zoneChih-Chiang Wei 
342017Comparison of methods for non-stationary hydrologic frequency analysis: Case study using annual maximum daily precipitation in TaiwanChen, Po-Chun; Wang, Yuan-Heng; You, Gene Jiing-Yun; Wei, Chih-Chiang J HYDROL35
352016Comparing single- and two-segment statistical models with a conceptual rainfall-runoff model for river streamflow prediction during typhoonsWei, Chih-Chiang ENVIRON MODELL SOFTW9
362016颱風期間臺灣東北部近岸波浪預測之研究謝家榮; 魏志強 
372016Prediction of Influential Operational Compost Parameters for Monitoring Composting ProcessLin, Chitsan; Wei, Chih-Chiang ; Tsai, Chia-Cheng ENVIRON ENG SCI11
382016Development of typhoon rainfall forecast model using satellite dataChih-Chiang Wei 
392016區域環境氣候預測系統偵測施工結構物破壞之研究魏志強 
402016Rainfall-Runoff Prediction Using Dynamic Typhoon Information and Surface Weather Characteristic Considering Monsoon EffectsChih-Chiang Wei ; Nien-Sheng Hsu; Chien-Lin HuangWater Resources Management
412015Coupled Heuristic Prediction of Long Lead-Time Accumulated Total Inflow of a Reservoir during Typhoons Using Deterministic Recurrent and Fuzzy Inference-Based Neural NetworkChien-Lin Huang; Nien-Sheng Hsu; Chih-Chiang Wei Water
422015Diagnosing Rain Occurrences Using Passive Microwave Imagery: A Comparative Study on Probabilistic Graphical Models and "Black Box" ModelsChih-Chiang Wei ; Gene Jiing-Yun You; Li Chen; Chien-Chang Chou; Jinsheng RoanJournal of Atmospheric and Oceanic Technology
432015Real-Time Forecast of Reservoir Inflow Hydrographs Incorporating Terrain and Monsoon Effects during Typhoon Invasion by Novel Intelligent Numerical-Statistic Impulse TechniquesNien-Sheng Hsu; Chien-Lin Huang; Chih-Chiang Wei Journal of Hydrologic Engineering
442015Optimal Spatial Design of Capacity and Quantity of Rainwater Harvesting Systems for Urban Flood MitigationChien-Lin Huang; Nien-Sheng Hsu; Chih-Chiang Wei ; Wei-Jiun LuoWater
452015Parameter Automatic Calibration Approach for Neural-Network-Based Cyclonic Precipitation Forecast ModelsDer-Chang Lo; Chih-Chiang Wei ; En-Ping TsaiWater
462015Typhoon rainfall forecast model development using SSMIS satellite passive microwave radiometers and verification in various casesChih-Chiang Wei 
472015Multi-phase intelligent decision model for reservoir real-time flood control during typhoonsNien-Sheng Hsu; Chien-Lin Huang; Chih-Chiang Wei Journal of Hydrology
482015Forecasting surface wind speeds over offshore islands near Taiwan during tropical cyclones: Comparisons of data-driven algorithms and parametric wind representationsChih-Chiang Wei Journal of Geophysical Research-Atmospheres
492015Military logistics and transport model design based on maritime engineeringTzeu Chen Han; Arthur Sung; Chung Yuan Dye; Chien Chang Chou; Chih-Chiang Wei Applied Mechanics and Materials
502015Study on integrated typhoon long-distance and short-distance rainfall forecast model based on ENSO scenarios魏志強 
512015Comparing lazy and eager learning models for water level forecasting in river-reservoir basins of inundation regionsChih-Chiang Wei Environmental Modelling & Software
522015Using Artificial Intelligence to Retrieve the Optimal Parameters and Structures of Adaptive Network-Based Fuzzy Inference System for Typhoon Precipitation Forecast ModelingChien-Lin Huang; Nien-Sheng Hsu; Chih-Chiang Wei ; Chun-Wen LoAdvances in Meteorology
532014Surface Wind Nowcasting in the Penghu Islands Based on Classified Typhoon Tracks and the Effects of the Central Mountain Range of TaiwanChih-Chiang Wei Weather and Forecasting
542014Wave height predictions for ship navigation during tropical cyclonesChih-Chiang Wei ; Tsai, C.C.; Tsai, C.C.
552014Wind velocity predictions over the Penghu Islands of Taiwan during tropical cyclonesChih-Chiang Wei 
562014Surface wind prediction in Penghu Islands based on typhoon tracks魏志強 
572014Application of Neural Networks and Optimization Model in Conjunctive Use of Surface Water and GroundwaterChing-Wen Chen; Chih-Chiang Wei ; Liu Hung-Jen; Nien-Sheng HsuWater Resources Management
582014Meta-heuristic Bayesian networks retrieval combined polarization corrected temperature and scattering index for precipitationsChih-Chiang Wei Neurocomputing
592014Simulation of operational typhoon rainfall nowcasting using radar reflectivity combined with meteorological dataChih-Chiang Wei Journal of Geophysical Research-Atmospheres
602014Two-Stage Pumping Control Model for Flood Mitigation in Inundated Urban Drainage BasinsChih-Chiang Wei ; Nien-Sheng Hsu; Chien-Lin HuangWater Resources Management
612013結合遺傳演算法與運算樹模式改進雷達推估降雨量：以石門測站颱風事件為例陳莉; 葉惠中; 魏志強 ; 黃誌川; 傅囿蓉農業工程學報
622013Improvement of Typhoon Precipitation Forecast Efficiency by Coupling SSM/I Microwave Data with Climatologic Characteristics and PrecipitationChih-Chiang Wei Weather and Forecasting
632013Intelligent real-time operation of a pumping station for an urban drainage systemNien-ShengHsu; Chien-Lin Huang; Chih-Chiang Wei Journal of Hydrology
642013Soft computing techniques in ensemble precipitation nowcastChih-Chiang Wei Applied Soft Computing
652013Genetic-evolved Bayesian networks in a biomedical applicationChih-Chiang Wei Advances in Intelligent Systems and Applications
662013Data mining for industrial engineering and management (Editorial)Chih-Chiang Wei Industrial Engineering and Management
672013網路醫療資訊與人口特質對民眾就醫行為之影響-以嘉義縣某區域教學醫院為例魏志強 ; 林秋湧
682013Probabilistic graphical models for the medical industry developed using enhanced learning algorithmsChih-Chiang Wei Industrial Engineering and Management
692013Scattering index combined with support vector regression for the rainfall retrievals over landChih-Chiang Wei 
702013以資訊技術提升颱風降雨預測能力之研究魏志強 
712012Application of pumping operation models for a drainage systemChih-Chiang Wei Applied Mechanics and Materials
722012Receiver operating characteristic for diagnosis of wine quality by Bayesian network classifiersChih-Chiang Wei Advanced Materials Research0
732012Nearest neighbor search for diagnosing rain/non-rain discriminationChih-Chiang Wei ; Yu Hui LuAdvanced Materials Research0
742012Retrievals for the Rainfall Rate over Land Using Special Sensor Microwave Imager Data during Tropical Cyclones: Comparisons of Scattering Index, Regression, and Support Vector RegressionChih-Chiang Wei ; Roan, J.Journal of Hydrometeorology
752012FIDs classifier for artificial intelligence and its applicationChih-Chiang Wei Lecture Notes in Computer Science0
762012智慧型都市排水抽水站即時操作系統之研發黃建霖; 徐年盛; 魏志強 農業工程學報0
772012Study on the Trade-Off between Ecological Base Flow and Optimized Water SupplyHsu, N. S.; Chiang, C. H.; Cheng, W. M.; Chih-Chiang Wei Water Resources Management
782012Discretized and Continuous Target Fields for the Reservoir Release Rules During FloodsChih-Chiang Wei Water Resources Management
792012埤塘灌溉系統中擴充埤塘關鍵位置之辨識鄭文明; 魏志強 ; 徐年盛農業工程學報
802012Wavelet kernel support vector machines forecasting techniques: Case study on water-level predictions during typhoonsChih-Chiang Wei Expert Systems with Applications
812012RBF Neural Networks Combined with Principal Component Analysis Applied to Quantitative Precipitation Forecast for a Reservoir Watershed during Typhoon PeriodsChih-Chiang Wei Journal of Hydrometeorology
822012Wavelet Support Vector Machines for Forecasting Precipitation in Tropical Cyclones: Comparisons with GSVM, Regression, and MM5Chih-Chiang Wei Weather and Forecasting
832012類神經網路結合優選模式於地面水與地下水聯合運用之研究陳敬文; 魏志強 ; 陳俊廷; 徐年盛臺灣水利
842012Decision tree-based classifier combined with neural-based predictor for water-stage forecasts in a river basin during typhoons: a case study in TaiwanChia-Cheng Tsai ; Mi-Cheng Lu; Chih-Chiang Wei Environmental Engineering Science21
852012以數位技術進行地方產業文化典藏與電子商務導入--以嘉義縣梅山鄉觀光果園為例魏志強 ; 余婕安; 賴秋瑋
862012以機器學習方法結合氣象水文與衛星微波頻道資料提升颱風降雨量預測能力之研究魏志強 
872012Neural-based decision trees classification techniques: a case study in water resources managementChih-Chiang Wei ; Li Chen; Hsun-Hsin HsuLecture Notes in Electrical Engineering
882012水資源最佳運用下生態基流量之決定徐年盛; 江仲翔; 鄭文明; 魏志強 臺灣水利
892011Reservoir turbidity forecasting coupled adaptive network-based fuzzy inference systemNien-Sheng Hsu; Chih-Chiang Wei ; Chien-Lin Huang; C.-H. YaoJournal of the Chinese Institute of Civil and Hydraulic Engineering
902011Using Mobile Phones to Monitor Shopping Time at Physical StoresYou, C. W.; Chih-Chiang Wei ; Chen, Y. L.; Chu, H. H.; Chen, M. S.Ieee Pervasive Computing
912011支援向量機模式結合SSM/I 微波頻道反演陸上颱風降水之研究魏志強 
922011Prediction of reservoir water quality by using artificial neural network: a case study of Chlorophyll-a in Shihmen ReservoirLi Chen; Chih-Chiang Wei ; Chinming Kao; KeYing HouScientific Journal of Mathematics Research
932011C4.5 classifier for solving the problem of water resources engineeringChih-Chiang Wei ; Jiing-Yun YouInternational Journal on Advanced Science, Engineering and Information Technology0
942011Grammatical evolution for total phosphorus in reservoir predictionKao, CM; Chen, Li; Chih-Chiang Wei ; Fu, YouRAdvanced Materials Research0
952010The risk analysis of shortage in drought period and over-levee in typhoon period for different upper limit sets of reservoirCheng, W.M.; Nien-Sheng Hsu; Chih-Chiang Wei ; Cheng, W.C.
962010Modeling slump flow of high-performance concrete using a back-propagation networkWen Huan Chien; Li Chen; Chih-Chiang Wei ; Hsun Hsin Hsu; Tai Sheng WangApplied Mechanics and Materials0
972010Data mining classification techniques in the development of the quantitative precipitation forecasting model during typhoon periodsChih-Chiang Wei ; Hsu, H.H.; Chen, L.; You, J.Y.; Chiu, C.H.International Congress on Computer Applications and Computational Science
982009地下水系統抽水操作規則最佳化之研究徐年盛; 魏志強 ; 陳敬文; 蔡旻璋臺灣水利
992009Optimal tree-based release rules for real-time flood control operations on a multipurpose multireservoir systemChih-Chiang Wei ; Hsu, N. S.Journal of Hydrology
1002009資料庫能力線上測驗系統之開發魏志強 ; 董建亨
1012008Multireservoir flood-control optimization with neural-based linear channel level routing under tidal effectsChih-Chiang Wei ; Nien-Sheng HsuWater Resources Management25
1022008Multireservoir real-time operations for flood control using balanced water level index methodChih-Chiang Wei ; Nien-Sheng HsuJournal of Environmental Management50
1032008Optimization and capacity expansion of a water distribution systemNien-Sheng Hsu; Wei-Chen Cheng; Wen-Ming Cheng; Chih-Chiang Wei ; Yeh, W. W. G.Advances in Water Resources35
1042008Derived operating rules for a reservoir operation system: Comparison of decision trees, neural decision trees and fuzzy decision treesChih-Chiang Wei ; Nien-Sheng HsuWater Resources Research
1052008Decision-tree analysis on optimal release of reservoir storage under typhoon warningsChang-Chi Cheng; Nien-Sheng Hsu; Chih-Chiang Wei Natural Hazards
1062008Deriving flood-control release rules on a reservoir operation systemChih-Chiang Wei 
1072007Development of a real-time optimization model for flood control of a multipurpose reservoirChih-Chiang Wei ; Nien-Sheng HsuJournal of the Chinese Institute of Civil and Hydraulic Engineering
1082007多水庫系統最佳防洪放水規則之建立與應用—以淡水河流域為例徐年盛; 魏志強 國立臺灣大學工程學刊
1092007A multipurpose reservoir real-time operation model for flood control during typhoon invasionHsu, Nien-Sheng; Chih-Chiang Wei Journal of Hydrology96
1102007以決策樹分析法決定颱風預報下水庫最佳預洩水量魏志強 ; 鄭昌奇; 徐年盛臺灣水利
1112007Estimation of water resources availability in TaiwanNien-Sheng Hsu; Chih-Chiang Wei Proceedings of the World Environmental and Water Resources Congress 2006
1122007Model development for estimating groundwater recharge from inundated paddy rice fieldHsu, Nien-Sheng; Huang, H.L.; Lin, W.T.; Chih-Chiang Wei 
1132006Estimation of water resources availability in TaiwanNien-Sheng Hsu; Chih-Chiang Wei 0
1142006Development and utilization of water resources in TaiwanNien-Sheng Hsu; Chih-Chiang Wei 
1152005A real-time optimization model for flood controlChih-Chiang Wei ; Hsu, N.S.