Suchergebnisse - Functional trees algorithm

A data driven approach for condition monitoring of wind turbine blade using vibration signals through best-first tree algorithm and functional trees algorithm: A comparative study von Joshuva, A, Sugumaran, V

“… Wind energy is one of the important renewable energy resources available in nature. It is one of the major resources for production of energy because of its …”
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Misfire detection in an IC engine using vibration signal and decision tree algorithms von Sharma, Abhishek, Sugumaran, V., Babu Devasenapati, S.

“… •Descriptive statistical features from vibration signals were used as features.•Various decision tree algorithms were for misfire detection …”
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Minimum spanning tree hierarchical clustering algorithm: A new Pythagorean fuzzy similarity measure for the analysis of functional brain networks von Habib, Amna, Akram, Muhammad, Kahraman, Cengiz

“… There are different types of algorithms that identify clusters in a network, but the existing theories and algorithms for searching trees have not been investigated for uncertain scenarios …”
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A parallel simulated annealing algorithm based on functional feature tree modeling for 3D engineering layout design von Li, Nan, Cha, Jianzhong, Lu, Yiping

“… —the functional feature tree modeling method. And multiple complex design constraints can be described by the representation …”
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Decision Tree Algorithm Identifies Stroke Patients Likely Discharge Home After Rehabilitation Using Functional and Environmental Predictors von Imura, Takeshi, Iwamoto, Yuji, Inagawa, Tetsuji, Imada, Naoki, Tanaka, Ryo, Toda, Haruki, Inoue, Yu, Araki, Hayato, Araki, Osamu

“… There are limited studies on the application of the decision tree algorithm with various functional and environmental variables to identify stroke patients with a high possibility of home discharge …”
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Optimizing University Campus Functional Zones Using Landscape Feature Recognition and Enhanced Decision Tree Algorithms: A Study on Spatial Response Differences Between Students and Visitors von Zhuang, Xiaowen, Cai, Yi, Tang, Zhenpeng, Ding, Zheng, Gan, Christopher

“… As universities become increasingly open, campuses are no longer only places for study and daily life for students and faculty, but also essential spaces for …”
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Improvement Design of Functional Modules of College English Network Teaching System Based on Decision Tree Algorithm von Li, Hui

“… The functional improvement design of the college English network teaching system will help the system to provide technical support and services for college English teaching more effectively …”
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MEGAN-LR: new algorithms allow accurate binning and easy interactive exploration of metagenomic long reads and contigs von Huson, Daniel H., Albrecht, Benjamin, Bağcı, Caner, Bessarab, Irina, Górska, Anna, Jolic, Dino, Williams, Rohan B. H.

“… Methods We describe a new LCA-based algorithm for taxonomic binning, and an interval-tree based algorithm for functional binning, that are explicitly designed for long reads and assembled …”
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Minimum spanning tree analysis of EEG resting-state functional networks in schizophrenia von Becske, Melinda, Marosi, Csilla, Molnár, Hajnalka, Fodor, Zsuzsanna, Farkas, Kinga, Rácz, Frigyes Sámuel, Baradits, Máté, Csukly, Gábor

“… : alpha, beta, lower gamma and higher gamma. To analyze functional network topology Minimum Spanning Tree (MST …”
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Tree-based boosting with functional data von Ju, Xiaomeng, Salibián-Barrera, Matías

“… The algorithm uses decision trees constructed with multiple projections as the “base-learners”, which we call “functional multi-index trees …”
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Decision Tree Classifiers for Star/Galaxy Separation von Vasconcellos, E. C, de Carvalho, R. R, Gal, R. R, LaBarbera, F. L, Capelato, H. V, Frago Campos Velho, H, Trevisan, M, Ruiz, R. S. R

“… The efficiency of star-galaxy separation is measured using the completeness function. We find that the Functional Tree algorithm (FT …”
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Spatial Prediction of Landslide Susceptibility Using Logistic Regression (LR), Functional Trees (FTs), and Random Subspace Functional Trees (RSFTs) for Pengyang County, China von Shang, Hui, Su, Lixiang, Chen, Wei, Tsangaratos, Paraskevas, Ilia, Ioanna, Liu, Sihang, Cui, Shaobo, Duan, Zhao

“… Landslides pose significant and serious geological threat disasters worldwide, threatening human lives and property; China is particularly susceptible to these …”
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Asymptotic normality of fringe subtrees and additive functionals in conditioned Galton-Watson trees von Janson, Svante

“… ABSTRACT We consider conditioned Galton–Watson trees and show asymptotic normality of additive functionals that are defined by toll functions that are not too large …”
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Predicting gully formation: An approach for assessing susceptibility and future risk von Goli Mokhtari, Leila, Baghaei Nejad, Nadiya, Beheshti, Ali

“… The study evaluated the performance of individual machine learning algorithms and ensemble algorithms, including the Functional Tree (FT …”
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GPA-Tree: statistical approach for functional-annotation-tree-guided prioritization of GWAS results von Khatiwada, Aastha, Wolf, Bethany J, Yilmaz, Ayse Selen, Ramos, Paula S, Pietrzak, Maciej, Lawson, Andrew, Hunt, Kelly J, Kim, Hang J, Chung, Dongjun

“… To address these challenges, we propose GPA-Tree and it simultaneously implements association mapping and identifies key combinations of functional annotations related to risk-associated SNPs …”
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Piphillin: Improved Prediction of Metagenomic Content by Direct Inference from Human Microbiomes von Iwai, Shoko, Weinmaier, Thomas, Schmidt, Brian L., Albertson, Donna G., Poloso, Neil J., Dabbagh, Karim, DeSantis, Todd Z.

“… Functional analysis of a clinical microbiome facilitates the elucidation of mechanisms by which microbiome perturbation can cause a phenotypic change in the patient …”
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A Network Hierarchy-Based method for functional module detection in protein–protein interaction networks von Liu, Wei, Ma, Liangyu, Jeon, Byeungwoo, Chen, Ling, Chen, Bolun

“… •Propose a genetic-based method for finding the maximum likelihood hierarchy tree.•Present a new functional modules detection method based on the hierarchical tree …”
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Shallow Landslide Prediction Using a Novel Hybrid Functional Machine Learning Algorithm von Tien Bui, Dieu, Shahabi, Himan, Omidvar, Ebrahim, Shirzadi, Ataollah, Geertsema, Marten, Clague, John, Khosravi, Khabat, Pradhan, Biswajeet, Pham, Binh, Chapi, Kamran, Barati, Zahra, Bin Ahmad, Baharin, Rahmani, Hosein, Gróf, Gyula, Lee, Saro

“… We used a novel hybrid functional machine learning algorithm to predict the spatial distribution of landslides in the Sarkhoon watershed, Iran …”
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Random vector functional link forests and extreme learning forests applied to UAV automatic target recognition von Alves Ribeiro, Victor Henrique, Santana, Roberto, Reynoso-Meza, Gilberto

“… However, different from the usual uni-variate split criterion from Decision Tree algorithms, we propose and employ the novel Random Vector Functional Link Tree or Extreme Learning Tree, where each …”
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Extracting task trees using knowledge retrieval search algorithms in functional object-oriented network von Tyree, Lewis

“… ) and greedy best-first search (GBFS) with two different heuristic functions. Then, we determine which algorithm is capable of obtaining a task tree for various cooking recipes using the least number of functional units …”
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