Výsledky vyhledávání - Data balancing algorithm

SMOTEMD: UN ALGORITMO DE BALANCEO DE DATOS MIXTOS PARA BIG DATA EN R Autor Morales Oñate, Víctor, Moreta, Luis, Morales-Oñate, Bolívar

“…Analizar muestras con datos desbalanceados es un desafío para quien debe utilizarlos en términos de modelización. Un contexto en el que esto sucede es cuando…”
Získat plný text

A secure data transmission and efficient data balancing approach for 5G‐based IoT data using UUDIS‐ECC and LSRHS‐CNN algorithms Autor Yadav, Kusum, Jain, Anurag, Alharbi, Yasser, Alferaidi, Ali, Alkwai, Lulwah M., Ahmed, Nada Mohamed Osman Sid, Hamad, Sawsan Ali Saad

“… However, security along with data balancing issues is proffered owing to IoT data's growth…”
Získat plný text

A Load Balancing Algorithm for the Data Centres to Optimize Cloud Computing Applications Autor Shafiq, Dalia Abdulkareem, Jhanjhi, Noor Zaman, Abdullah, Azween, Alzain, Mohammed A.

“…Despite the many past research conducted in the Cloud Computing field, some challenges still exist related to workload balancing in cloud-based applications and specifically in the Infrastructure as service (IaaS) cloud model…”
Získat plný text

Data-Balancing Algorithm Based on Generative Adversarial Network for Robust Network Intrusion Detection Autor Hsieh, Cheng-En, Lin, Wei-Min, Li, Jung-Shian, Li, Chu-Fen, Liu, I-Hsien

“…) to implement the IDS machine learning model. A data-balancing algorithm based on a generative adversarial network (GAN…”
Získat plný text

A distributed load balancing algorithm for climate big data processing over a multi-core CPU cluster Autor Wang, Yuzhu, Jiang, Jinrong, Ye, Huang, He, Juanxiong

“…‐ESM, the load of the METGRID module is seriously unbalanced on many CPU cores. The load imbalance has a serious impact on the processing speed of meteorological data, so this study designs an optimization algorithm to solve the problem…”
Získat plný text

LightGBM integration with modified data balancing and whale optimization algorithm for rock mass classification Autor Li, Long

“…) and the light gradient boosting machine (LightGBM). The proposed IEWOA algorithm incorporates a novel parameter l for more effective position updates during the exploration…”
Získat plný text

Comparative Analysis of Machine Learning Algorithms and Data Balancing Techniques for Credit Card Fraud Detection Autor Wijaya, Michael Geraldin, Pinaringgi, Muhammad Faza, Zakiyyah, Alfi Yusrotis, Meiliana

“… This study investigates the effectiveness of ensemble learning techniques and data balancing methods for detecting CCF in imbalanced datasets…”
Získat plný text

A simpler load-balancing algorithm for range-partitioned data in peer-to-peer systems Autor Chawachat, Jakarin, Fakcharoenphol, Jittat

“…‐balancing algorithm that supports both object's key insertion and deletion with a guaranteed max…”
Získat plný text

Practical recommendations for machine learning in underground rock engineering – On algorithm development, data balancing, and input variable selection Autor Morgenroth, Josephine, Unterlaß, Paul J., Sapronova, Alla, Khan, Usman T., Perras, Matthew A., Erharter, Georg H., Marcher, Thomas

“… This article presents tools and processes for developing MLAs, input selection, and data balancing for practical underground rock engineering…”
Získat plný text

An intermediate data placement algorithm for load balancing in Spark computing environment Autor Tang, Zhuo, Zhang, Xiangshen, Li, Kenli, Li, Keqin

“… For solving the load imbalance of bucket containers in the shuffle process of the Spark computing framework, this paper proposes a splitting and combination algorithm for skew intermediate data blocks (SCID…”
Získat plný text

Designing a Component-Based Throttled Load Balancing Algorithm for Cloud Data Centers Autor Mekonnen, Dawit, Megersa, Alemayehu, Sharma, Rakesh Kumar, Sharma, Durga Prasad

“… Load balancing issues are managed by load balancing algorithms. Load balancing algorithms have varied issues of efficiency due to certain parameters like…”
Získat plný text

METAbolomics data Balancing with Over-sampling Algorithms (META-BOA): an online resource for addressing class imbalance Autor Hashimoto-Roth, Emily, Surendra, Anuradha, Lavallée-Adam, Mathieu, Bennett, Steffany A. L, Čuperlović-Culf, Miroslava

“… Results METAbolomics data Balancing with Over-sampling Algorithms (META-BOA) is a web-based application that enables users to select between four different methods…”
Získat plný text

An Improved Hadoop Data Load Balancing Algorithm Autor Liu, Kun, Xu, Gaochao, Yuan, Jun’e

“…Data load balancing is one of the key problems of big data technology. As a big data application, Hadoop has had many successful applications…”
Získat plný text

Mapping burned areas from Landsat TM/ETM+ data with a two-phase algorithm: Balancing omission and commission errors Autor Bastarrika, Aitor, Chuvieco, Emilio, Martín, M. Pilar

“…Maps of burned area have been obtained from an automatic algorithm applied to a multitemporal series of Landsat TM/ETM…”
Získat plný text

Joint UAVs’ Load Balancing and UEs’ Data Rate Fairness Optimization by Diffusion UAV Deployment Algorithm in Multi-UAV Networks Autor Luan, Zhirong, Jia, Hongtao, Wang, Ping, Jia, Rong, Chen, Badong

“… In multi-UAV communication networks, UAVs’ load balancing and UEs’ data rate fairness are two challenging problems and can be optimized by UAV deployment strategies…”
Získat plný text

Load Balancing Algorithms for Big Data Flow Classification Based on Heterogeneous Computing in Software Definition Networks Autor Ping, Yang

“… algorithms of different mobile terminals and inconsistency between computing algorithms and link control of data networks…”
Získat plný text

Energy-Efficient Virtualized Scheduling and Load Balancing Algorithm in Cloud Data Centers Autor Jeevitha, J K, Athisha G

“…To scale back the energy consumption, this paper proposed three algorithms: The first one is identifying the load balancing factors and redistribute the load…”
Získat plný text

Novel dynamic load balancing algorithm for cloud-based big data analytics Autor Aghdashi, Arman, Mirtaheri, Seyedeh Leili

“…Big data analytics in cloud environments introduces challenges such as real-time load balancing besides security, privacy, and energy efficiency…”
Získat plný text

A Parallel FP-Growth Mining Algorithm with Load Balancing Constraints for Traffic Crash Data Autor Yang, Yang, Tian, Na, Wang, Yunpeng, Yuan, Zhenzhou

“… However, the existing association rule mining algorithms still have some limitations in both efficiency and accuracy…”
Získat plný text

Fault diagnosis of transformer oil-paper bushings in PSO-BPNN algorithm based on ADASYN data balancing Autor YANG Hao, HU Wenxiu, ZHANG Lu, CHEN Jinpeng, ZHOU Sijia, ZHAO Sirui

“… To diagnose the insulation status of transformer bushings and mitigate the impact of small-sample imbalanced data on diagnostic results, a particle swarm optimization combined with back propagation neural network (PSO-BPNN…”
Získat plný text