Výsledky vyhledávání - automatic machine learning algorithm based on genetic algorithms*

Construction of rapid early warning and comprehensive analysis models for urban waterlogging based on AutoML and comparison of the other three machine learning algorithms Autor Guo, Yuchen, Quan, Lihong, Song, Lili, Liang, Hao

“…•The nowcasting and inversion models for urban waterlogging constructed by the AML based on genetic algorithm was recommended based on the comparison of AML, CatBoost, XGBoost and BPDNN…”
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A Unified Framework for Automatic Distributed Active Learning Autor Chen, Xu, Wujek, Brett

“… First, automated graph-based semi-supervised learning is conducted by aggregating the proposed cost functions from different compute nodes and jointly optimizing hyperparameters in both the…”
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An efficient and robust Phonocardiography (PCG)-based Valvular Heart Diseases (VHD) detection framework using Vision Transformer (ViT) Autor Jamil, Sonain, Roy, Arunabha M.

“… Rapid and accurate diagnosis of the early stage of VHD based on cardiac phonocardiogram (PCG…”
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GenoMus: Representing Procedural Musical Structures with an Encoded Functional Grammar Optimized for Metaprogramming and Machine Learning Autor López-Montes, José, Molina-Solana, Miguel, Fajardo, Waldo

“…We present GenoMus, a new model for artificial musical creativity based on a procedural approach, able to represent compositional techniques behind a musical score…”
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Human oocytes image classification method based on deep neural networks Autor Targosz, Anna, Myszor, Dariusz, Mrugacz, Grzegorz

“… In the hereby work, we present the method for the automatic classification of oocytes based on their images, that employs DNN algorithms…”
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Large‐scale, image‐based tree species mapping in a tropical forest using artificial perceptual learning Autor Tang, Chengliang, Uriarte, María, Jin, Helen, Morton, Douglas, Zheng, Tian, Ellison, Aaron

“…, especially in high diversity ecosystems such as tropical forests. Recent advances in machine learning offer a promising and cost…”
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A deep learning generative model approach for image synthesis of plant leaves Autor Benfenati, Alessandro, Bolzi, Davide, Causin, Paola, Oberti, Roberto

“…-recognition algorithms. Methods Following an approach based on DL generative models, we introduce a Leaf-to-Leaf Translation (L2L…”
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State of the Art on Grammatical Inference Using Evolutionary Method Autor Pandey, Hari Mohan

“…) using evolutionary algorithms.Grammatical inference deals with the standard learning procedure to acquire grammars based on evidence about the language…”
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Automatic Digital Modulation Recognition Based on Genetic-Algorithm-Optimized Machine Learning Models Autor Ansari, Sam, Alnajjar, Khawla A., Saad, Mohamed, Abdallah, Saeed, El-Moursy, Ali A.

“… Automatic modulation recognition (AMR) plays a central role in many applications, especially in the military and security sectors…”
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Wavelets in soft computing (World scientific series in robotics and intelligent systems, vol. 25) Autor Thuillard, Marc

“… It is the first book on hybrid methods combining wavelet analysis with fuzzy logic, neural networks or genetic algorithms…”
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A survey on image segmentation using metaheuristic-based deformable models: state of the art and critical analysis Autor Mesejo, Pablo, Ibáñez, Óscar, Cordón, Óscar, Cagnoni, Stefano

“…[Display omitted] •Metaheuristics (MHs) are general-purpose stochastic optimization methods.•A Deformable Model (DM) tries to maximize its overlap with the…”
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A computational framework for physics-informed symbolic regression with straightforward integration of domain knowledge Autor Keren, Liron Simon, Liberzon, Alex, Lazebnik, Teddy

“… SciMED combines a wrapper selection method, that is based on a genetic algorithm, with automatic machine learning and two levels of SR methods…”
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A Hybrid Automatic System for the Diagnosis of Lung Cancer Based on Genetic Algorithm and Fuzzy Extreme Learning Machines Autor Daliri, Mohammad Reza

“… The proposed method is based on combination of genetic algorithm (GA) for the feature selection and newly proposed approach, namely the extreme learning machines (ELM…”
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Automatic Generation of Fuzzy If-Then Rules using Genetic Algorithms and Hyper-Cone Membership Functions Autor KAMEI, Katsuari, INOUE, Kazuo, INOUE, Hiroyuki

“… if-then rules.In this paper, we present an automatic generation technique for fuzzy if-then rules by genetics-based machine learning…”
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A Hybrid Prognostic Method for Proton-Exchange-Membrane Fuel Cell with Decomposition Forecasting Framework Based on AEKF and LSTM Autor Xia, Zetao, Wang, Yining, Ma, Longhua, Zhu, Yang, Li, Yongjie, Tao, Jili, Tian, Guanzhong

“… This paper proposes a hybrid prognostic method for PEMFCs based on a decomposition forecasting framework…”
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A novel decision support system for designing fixed shading systems in the early design stage: A case study in Egypt Autor Gaber, Basma, Zhan, Changhong, Han, Xueying, Omar, Mohamed, Li, Guanghao

“… Parametric simulation, a meta-model based on automatic selection of regression machine learning algorithms (RMLA…”
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An Auto-Parallel Method for Deep Learning Models Based on Genetic Algorithm Autor Zeng, Yan, Huang, ChengChuang, Ni, YiJie, Zhou, ChunBao, Zhang, JiLin, Wang, Jue, Zhou, MingYao, Xue, MeiTing, Zhang, YunQuan

“… The existing auto-parallel methods based on machine learning or graph algorithms still have issues with search efficiency and applicability…”
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A computational framework for physics-informed symbolic regression with straightforward integration of domain knowledge Autor Liron Simon Keren, Liberzon, Alex, Lazebnik, Teddy

“… SciMED combines a wrapper selection method, that is based on a genetic algorithm, with automatic machine learning and two levels of SR methods…”
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A Spatiotemporal Fuzzy Modeling Approach Combining Automatic Clustering and Hierarchical Extreme Learning Machines for Distributed Parameter Systems Autor Zhou, Gang, Zhang, Xianxia, Wang, Tangchen, Wang, Bing

“… In this study, a three-dimensional fuzzy modeling method combining genetic algorithm (GA)-based automatic clustering and hierarchical extreme learning machine (HELM…”
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Self-Adaptive Incremental PCA-Based DBSCAN of Acoustic Features for Anomalous Sound Detection Autor Tan, Xiao, Yiu, Siu Ming

“… Technically, the automatic EPS calculation algorithm-based genetic algorithm optimizes the automatic clustering…”
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