Efficient Hyperparameter Optimization with Adaptive Fidelity Identification

J Jiang, Z Wen, A Mansoor… - Proceedings of the IEEE …, 2024 - openaccess.thecvf.com
Abstract Hyperparameter Optimization and Neural Architecture Search are powerful in
attaining state-of-the-art machine learning models with Bayesian Optimization (BO) standing …

Recency, Frequency, Monetary Value, Clustering, and Internal and External Indices for Customer Segmentation from Retail Data

HJ Wilbert, AF Hoppe, A Sartori, SF Stefenon, LA Silva - Algorithms, 2023 - mdpi.com
While there are several ways to identify customer behaviors, few extract this value from
information already in a database, much less extract relevant characteristics. This paper …

Effect of Time-Varying Multiplicative Noise on DNN-WTA Model

W Lu, Y Zheng, CS Leung - IEEE Transactions on Neural …, 2023 - ieeexplore.ieee.org
Among many-winners-take-all (WTA) models, the dual-neural network (DNN-WTA) model is
with significantly less number of connections. However, for analog realization, noise is …

LiDAR point cloud simplification strategy utilizing probabilistic membership

A Hu, K Xu, X Yin, D Wang - Frontiers in Physics, 2024 - frontiersin.org
With the continuous progress of information acquisition technology, the volume of LiDAR
point cloud data is also expanding rapidly, which greatly hinders the subsequent point cloud …

Machine Learning Algorithms are Used for Fake Review Detection

WH Asaad, R Allami, YH Ali - … on Emerging Trends and Applications in …, 2023 - Springer
An internet business's revenue can be significantly impacted by user reviews. Online users
read reviews before choosing any products or services. Because of this, a company's …

Check for updates Machine Learning Algorithms are Used for Fake Review Detection

WH Asaad, R Allami, YH Ali - Emerging Trends and Applications …, 2024 - books.google.com
An internet business's revenue can be significantly impacted by user reviews. Online users
read reviews before choosing any products or services. Because of this, a company's …

Identificación de perfiles de accidentes ocupacionales en Italia con herramientas de clustering

R Segón Rillo - 2024 - upcommons.upc.edu
El presente trabajo se centra en la identificación de perfiles relevantes de accidentes
ocupacionales en Italia utilizando herramientas de clustering. El objetivo principal es …