Integrating data decomposition and machine learning methods: An empirical proposition and analysis for renewable energy generation forecasting (English)
- New search for: Ding, Song
- New search for: Zhang, Huahan
- New search for: Tao, Zui
- New search for: Li, Ruojin
- New search for: Ding, Song
- New search for: Zhang, Huahan
- New search for: Tao, Zui
- New search for: Li, Ruojin
In:
Expert Systems with Applications
;
204
;
2022
-
ISSN:
- Article (Journal) / Electronic Resource
-
Title:Integrating data decomposition and machine learning methods: An empirical proposition and analysis for renewable energy generation forecasting
-
Contributors:
-
Published in:
-
Publisher:
- New search for: Elsevier Ltd
-
Publication date:2022-05-19
-
ISSN:
-
DOI:
-
Type of media:Article (Journal)
-
Type of material:Electronic Resource
-
Language:English
-
Keywords:
-
Source:
Table of contents – Volume 204
The tables of contents are generated automatically and are based on the data records of the individual contributions available in the index of the TIB portal. The display of the Tables of Contents may therefore be incomplete.
-
Preliminary exploration of topic modelling representations for Electronic Health Records coding according to the International Classification of Diseases in SpanishLebeña, Nuria / Blanco, Alberto / Pérez, Alicia / Casillas, Arantza et al. | 2022
-
Learning structured embeddings of knowledge graphs with generative adversarial frameworkLiu, Lu / Zeng, Jiehang / Zheng, Xiaoqing et al. | 2022
-
VEPRECO: Vertical databases with pre-pruning strategies and common candidate selection policies to fasten sequential pattern miningMordvanyuk, Natalia / Bifet, Albert / López, Beatriz et al. | 2022
-
Multi-swarm improved moth–flame optimization algorithm with chaotic grouping and Gaussian mutation for solving engineering optimization problemsZhao, Xiaodong / Fang, Yiming / Ma, Shuidong / Liu, Zhendong et al. | 2022
-
A dynamic case-based reasoning system for responding to infectious disease outbreaksDuan, Jinli / Lin, Zhibin / Jiao, Feng / Jiang, Yixian / Chen, Kexing et al. | 2022
-
Mapping layperson medical terminology into the Human Phenotype Ontology using neural machine translation modelsManzini, Enrico / Garrido-Aguirre, Jon / Fonollosa, Jordi / Perera-Lluna, Alexandre et al. | 2022
-
An accurate estimation of preterm infants’ limb pose from depth images using deep neural networks with densely connected atrous spatial convolutionsMigliorelli, Lucia / Frontoni, Emanuele / Moccia, Sara et al. | 2022
-
Breast DCE-MRI segmentation for lesion detection using Chimp Optimization AlgorithmSi, Tapas / Patra, Dipak Kumar / Mondal, Sukumar / Mukherjee, Prakash et al. | 2022
-
Novel optimized crow search algorithm for feature selectionSamieiyan, Behrouz / MohammadiNasab, Poorya / Mollaei, Mostafa Abbas / Hajizadeh, Fahimeh / Kangavari, Mohammadreza et al. | 2022
-
Optimizing a robust capital-constrained dual-channel supply chain under demand distribution uncertaintyPei, Huili / Li, Hongliang / Liu, Yankui et al. | 2022
-
MRDN: A lightweight Multi-stage residual distillation network for image Super-ResolutionYang, Xin / Guo, Yingqing / Li, Zhiqiang / Zhou, Dake / Li, Tao et al. | 2022
-
Intrusion detection system based on hybridizing a modified binary grey wolf optimization and particle swarm optimizationAlzubi, Qusay M / Anbar, Mohammed / Sanjalawe, Yousef / Al-Betar, Mohammed Azmi / Abdullah, Rosni et al. | 2022
-
A structure-characteristic-aware network embedding model via differential evolutionXu, Xiaoyu / Wu, Di / Shang, Mingsheng et al. | 2022
-
Public transportation business model evaluation with Spherical and Intuitionistic Fuzzy AHP and sensitivity analysisBuran, Büşra / Erçek, Mehmet et al. | 2022
-
COVID-19 detection on Chest X-ray images: A comparison of CNN architectures and ensembles▪Breve, Fabricio Aparecido et al. | 2022
-
COVID-19 malicious domain names classification▪Mvula, Paul K. / Branco, Paula / Jourdan, Guy-Vincent / Viktor, Herna L. et al. | 2022
-
A hypergraph-based framework for personalized recommendations via user preference and dynamics clusteringWang, Zhihui / Chen, Jianrui / Rosas, Fernando E. / Zhu, Tingting et al. | 2022
-
Assessing integrated coal production and land reconstruction systems under extreme temperaturesZhang, Lina / Wu, Xiaoyuan / Chiu, Yung-ho / Pang, Qinghua / Shi, Zhen et al. | 2022
-
A survey and comparison of leading-edge uncertainty handling methods for power grid modernizationRahim, Sahar / Siano, Pierluigi et al. | 2022
-
Knowledge guided distance supervision for biomedical relation extraction in Chinese electronic medical recordsZhao, Qing / Xu, Dezhong / Li, Jianqiang / Zhao, Linna / Akhtar Rajput, Faheem et al. | 2022
-
A fuzzy-based ensemble model for improving malicious web domain identificationChiong, Raymond / Wang, Zuli / Fan, Zongwen / Dhakal, Sandeep et al. | 2022
-
A bi-objective -nearest-neighbors-based imputation method for multilevel dataCubillos, Maximiliano / Wøhlk, Sanne / Wulff, Jesper N. et al. | 2022
-
DeepInteract: Multi-view features interactive learning for sequential recommendationGan, Mingxin / Ma, Yingxue et al. | 2022
-
A ranking-based adaptive cuckoo search algorithm for unconstrained optimizationWei, Jiamin / Niu, Haoyu et al. | 2022
-
Multivariate bounded support asymmetric generalized Gaussian mixture model with model selection using minimum message lengthAzam, Muhammad / Bouguila, Nizar et al. | 2022
-
A rough set-based Competitive Intelligence approach for anticipating competitor’s actionBen Sassi, Dhekra / Frini, Anissa / Chaieb, Marouene / Ben Abdessalem Karaa, Wahiba et al. | 2022
-
A decentralized feedback mechanism with compromise behavior for large-scale group consensus reaching process with application in smart logistics supplier selectionGai, Tiantian / Cao, Mingshuo / Chiclana, Francisco / Wu, Jian / Liang, Changyong / Herrera-Viedma, Enrique et al. | 2022
-
A fair consensus model in blockchain based on computational reputationMohsenzadeh, Ali / Jalaly Bidgoly, Amir / Farjami, Yaghoub et al. | 2022
-
An optimization-based selection approach of landing sites for swarm unmanned aerial vehicles in unknown environmentsYang, Linjie / Wang, Luping et al. | 2022
-
Prediction of SSE Shanghai Enterprises index based on bidirectional LSTM model of air pollutantsLiu, Bingchun / Yu, Zhecheng / Wang, Qingshan / Du, Peng / Zhang, Xinming et al. | 2022
-
Prediction of stock market index based on ISSA-BP neural networkLiu, Xin / Guo, Junhong / Wang, Hua / Zhang, Fan et al. | 2022
-
OWGraMi: Efficient method for mining weighted subgraphs in a single graphLe, Ngoc-Thao / Vo, Bay / Nguyen, Lam B.Q. / Le, Bac et al. | 2022
-
Strategic servitization design method for Industry 4.0-based smart intralogistics and productionLee, Ching-Hung / Li, Li / Wang, Dianni / Wee, Hong Jie et al. | 2022
-
Associative reasoning-based interpretable continuous decision making in industrial production processZhai, Yanwei / Lv, Zheng / Zhao, Jun / Wang, Wei / Leung, Henry et al. | 2022
-
The climate change Twitter datasetEffrosynidis, Dimitrios / Karasakalidis, Alexandros I. / Sylaios, Georgios / Arampatzis, Avi et al. | 2022
-
Mutually reinforced network embedding: An integrated approach to research paper recommendationMei, Xin / Cai, Xiaoyan / Xu, Sen / Li, Wenjie / Pan, Shirui / Yang, Libin et al. | 2022
-
A novel end-to-end neural network for simultaneous filtering of task-unrelated named entities and fine-grained typing of task-related named entitiesLi, Qi / Mao, Kezhi / Li, Pengfei / Xu, Yuecong / Lo, Edmond Y.M. et al. | 2022
-
An accurate approximation to barrier option prices with discrete fixed-amount dividends: Nonlinear dynamicsHe, Xin-Jiang / Lin, Sha et al. | 2022
-
A multi-stage multimodal framework for sentiment analysis of Assamese in low resource settingDas, Ringki / Singh, Thoudam Doren et al. | 2022
-
Printed label defect detection using twice gradient matching based on improved cosine similarity measureLi, Dongming / Li, Jinxing / Fan, Yuanyi / Lu, Guangming / Ge, Jie / Liu, Xiaoyang et al. | 2022
-
Accelerated Frequent Closed Sequential Pattern Mining for uncertain dataYou, Tao / Sun, Yue / Zhang, Ying / Chen, Jinchao / Zhang, Peng / Yang, Mei et al. | 2022
-
RESCOVIDTCNnet: A residual neural network-based framework for COVID-19 detection using TCN and EWT with chest X-ray imagesEl-Dahshan, El-Sayed. A / Bassiouni, Mahmoud. M / Hagag, Ahmed / Chakrabortty, Ripon K / Loh, Huiwen / Acharya, U. Rajendra et al. | 2022
-
A local dimming method based on improved multi-objective evolutionary algorithmZhang, Tao / Qi, Wang / Zhao, Xin / Yan, Yuzheng / Cao, Yahui et al. | 2022
-
Support Vector Machine with feature selection: A multiobjective approachAlcaraz, Javier / Labbé, Martine / Landete, Mercedes et al. | 2022
-
Stock market prediction and portfolio composition using a hybrid approach combined with self-adaptive evolutionary algorithmAlmeida, Rodrigo Lopes de / Neves, Rui Ferreira et al. | 2022
-
A Markov decision process approach for managing medical drone deliveriesAsadi, Amin / Nurre Pinkley, Sarah / Mes, Martijn et al. | 2022
-
Empirical analysis of the impact of queries on watermarked relational databasesOlliaro, Martina / Pérez Gort, Maikel Lázaro / Cortesi, Agostino et al. | 2022
-
Dysphagia diagnosis system with integrated speech analysis from throat vibrationZhao, Hengling / Jiang, Yangyang / Wang, Shenghan / He, Fei / Ren, Fangzhou / Zhang, Zhonghao / Yang, Xue / Zhu, Ce / Yue, Jirong / Li, Ying et al. | 2022
-
Hybrid game cross efficiency evaluation models based on interval data: A case of forest carbon sequestrationHuang, Yan / He, Xiao / Dai, Yongwu / Wang, Ying-Ming et al. | 2022
-
Using CNN for solving two-player zero-sum gamesWu, Dawen / Lisser, Abdel et al. | 2022
-
A Pareto-based hybrid iterated greedy algorithm for energy-efficient scheduling of distributed hybrid flowshopLu, Chao / Liu, Qiao / Zhang, Biao / Yin, Lvjiang et al. | 2022
-
A Behavioral Assessment Model for Emotional Persuasion Driven by Agent-Based Decision-MakingWu, Jinghua / Chen, Hongyu / Li, Yan / Liu, Yunhui et al. | 2022
-
Forecasting green bond volatility via novel heterogeneous ensemble approachesXia, Yufei / Ren, Hanfei / Li, Yinguo / Xia, Jiahui / He, Lingyun / Liu, Nana et al. | 2022
-
An effective hashing method using W-Shaped contrastive loss for imbalanced datasetsAlenezi, Fayadh / Öztürk, Şaban / Armghan, Ammar / Polat, Kemal et al. | 2022
-
RADIS: A real-time anomaly detection intelligent system for fault diagnosis of marine machineryVelasco-Gallego, Christian / Lazakis, Iraklis et al. | 2022
-
A hybrid prototype selection-based deep learning approach for anomaly detection in industrial machinesde Paula Monteiro, Rodrigo / Lozada, Mariela Cerrada / Mendieta, Diego Roman Cabrera / Loja, René Vinicio Sánchez / Filho, Carmelo José Albanez Bastos et al. | 2022
-
A novel time series clustering method with fine-tuned support vector regression for customer behavior analysisAbbasimehr, Hossein / Sheikh Baghery, Farzam et al. | 2022
-
Fast weighted CP decomposition for context-aware recommendation with explicit and implicit feedbackZhao, Jianli / Zheng, Shidong / Huo, Huan / Gong, Maoguo / Zhang, Tianheng / Qu, Lijun et al. | 2022
-
A three-level consensus model for large-scale multi-attribute group decision analysis based on distributed preference relations under social network analysisZhou, Mi / Qiao, Yong-Kang / Yang, Jian-Bo / Zhou, Ya-Jing / Liu, Xin-Bao / Wu, Jian et al. | 2022
-
A novel MADM technique based on extended power generalized Maclaurin symmetric mean operators under probabilistic dual hesitant fuzzy setting and its application to sustainable suppliers selectionNing, Baoquan / Wei, Guiwu / Lin, Rui / Guo, Yanfeng et al. | 2022
-
A bi-objective evolutionary algorithm scheduled on uniform parallel batch processing machinesLi, Kai / Zhang, Han / Chu, Chengbin / Jia, Zhao-hong / Chen, Jianfu et al. | 2022
-
Feature optimization method for the localization technology on loose particles inside sealed electronic equipmentSun, Zhigang / Jiang, Aiping / Gao, Mengmeng / Zhang, Min / Wang, Guotao et al. | 2022
-
Automatic detection of Long Method and God Class code smells through neural source code embeddingsKovačević, Aleksandar / Slivka, Jelena / Vidaković, Dragan / Grujić, Katarina-Glorija / Luburić, Nikola / Prokić, Simona / Sladić, Goran et al. | 2022
-
A hybrid consensus algorithm for master–slave blockchain in a multidomain conversation systemYang, Wenli / Garg, Saurabh / Huang, Zhiqiang / Kang, Byeong et al. | 2022
-
Depressioner: Facial dynamic representation for automatic depression level predictionNiu, Mingyue / He, Lang / Li, Ya / Liu, Bin et al. | 2022
-
Attention-based dynamic spatial-temporal graph convolutional networks for traffic speed forecastingZhao, Jianli / Liu, Zhongbo / Sun, Qiuxia / Li, Qing / Jia, Xiuyan / Zhang, Rumeng et al. | 2022
-
General assembly framework for online streaming feature selection via Rough Set modelsZhou, Peng / Zhang, Yunyun / Li, Peipei / Wu, Xindong et al. | 2022
-
A MCDM-based framework for blockchain consensus protocol selectionFilatovas, Ernestas / Marcozzi, Marco / Mostarda, Leonardo / Paulavičius, Remigijus et al. | 2022
-
Editorial Board| 2022
-
Formulation and exact algorithms for electric vehicle production routing problemFateme Attar, S. / Mohammadi, Mohammad / Reza Pasandideh, Seyed Hamid / Naderi, Bahman et al. | 2022
-
Illumination-aware image fusion for around-the-clock human detection in adverse environments from Unmanned Aerial VehicleGolcarenarenji, Gelayol / Martinez-Alpiste, Ignacio / Wang, Qi / Alcaraz-Calero, Jose Maria et al. | 2022
-
An improved group teaching optimization algorithm based on local search and chaotic map for feature selection in high-dimensional dataKhosravi, Hamed / Amiri, Babak / Yazdanjue, Navid / Babaiyan, Vahide et al. | 2022
-
Fast COVID-19 versus H1N1 screening using Optimized Parallel Inception▪Tavakolian, Alireza / Hajati, Farshid / Rezaee, Alireza / Fasakhodi, Amirhossein Oliaei / Uddin, Shahadat et al. | 2022
-
An ensemble neural network framework for improving the detection ability of a base control chart in non-parametric profile monitoringYeganeh, Ali / Abbasi, Saddam A. / Pourpanah, Farhad / Shadman, Alireza / Johannssen, Arne / Chukhrova, Nataliya et al. | 2022
-
Neural network based fuzzy cognitive mapSabahi, Sima / Stanfield, Paul M. et al. | 2022
-
Pet analytics: Predicting adoption speed of pets from their online profilesZadeh, Amir / Combs, Kara / Burkey, Brandon / Dop, Jordan / Duffy, Kevin / Nosoudi, Nasim et al. | 2022
-
Towards multi-sensory design: Placemaking through immersive environments – Evaluation of the approachGloba, Anastasia / Beza, Beau B. / Wang, Rui et al. | 2022
-
Integrating data decomposition and machine learning methods: An empirical proposition and analysis for renewable energy generation forecastingDing, Song / Zhang, Huahan / Tao, Zui / Li, Ruojin et al. | 2022