Search Results - 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 by 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…”
Get full text

Misfire detection in an IC engine using vibration signal and decision tree algorithms by 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…”
Get full text

Minimum spanning tree hierarchical clustering algorithm: A new Pythagorean fuzzy similarity measure for the analysis of functional brain networks by 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…”
Get full text

A parallel simulated annealing algorithm based on functional feature tree modeling for 3D engineering layout design by Li, Nan, Cha, Jianzhong, Lu, Yiping

“…—the functional feature tree modeling method. And multiple complex design constraints can be described by the representation…”
Get full text

Decision Tree Algorithm Identifies Stroke Patients Likely Discharge Home After Rehabilitation Using Functional and Environmental Predictors by 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…”
Get full text

Optimizing University Campus Functional Zones Using Landscape Feature Recognition and Enhanced Decision Tree Algorithms: A Study on Spatial Response Differences Between Students and Visitors by 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…”
Get full text

Improvement Design of Functional Modules of College English Network Teaching System Based on Decision Tree Algorithm by 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…”
Get full text

MEGAN-LR: new algorithms allow accurate binning and easy interactive exploration of metagenomic long reads and contigs by 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…”
Get full text

Minimum spanning tree analysis of EEG resting-state functional networks in schizophrenia by 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…”
Get full text

Tree-based boosting with functional data by 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…”
Get full text

Spatial Prediction of Landslide Susceptibility Using Logistic Regression (LR), Functional Trees (FTs), and Random Subspace Functional Trees (RSFTs) for Pengyang County, China by 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…”
Get full text

Asymptotic normality of fringe subtrees and additive functionals in conditioned Galton-Watson trees by 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…”
Get full text

Predicting gully formation: An approach for assessing susceptibility and future risk by 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…”
Get full text

GPA-Tree: statistical approach for functional-annotation-tree-guided prioritization of GWAS results by 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…”
Get full text

Piphillin: Improved Prediction of Metagenomic Content by Direct Inference from Human Microbiomes by 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…”
Get full text

A Network Hierarchy-Based method for functional module detection in protein–protein interaction networks by 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…”
Get full text

Shallow Landslide Prediction Using a Novel Hybrid Functional Machine Learning Algorithm by 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…”
Get full text

Random vector functional link forests and extreme learning forests applied to UAV automatic target recognition by 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…”
Get full text

Decision Tree Classifiers for Star/Galaxy Separation by 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…”
Get full text

Extracting task trees using knowledge retrieval search algorithms in functional object-oriented network by 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…”
Get full text