大数据时代的数据挖掘——从应用的角度看大数据挖掘

李涛, 曾春秋, 周武柏, 周绮凤, 郑理 - 大数据, 2015 - infocomm-journal.com
介绍了大数据时代数据挖掘的特点, 任务及难点, 分析了大数据挖掘的核心架构,
提出大数据的核心和本质, 即应用, 算法, 数据和平台4 个要素的有机结合. 在此基础上介绍了本 …

An advanced inventory data mining system for business intelligence

Q Zhou, B Xia, W Xue, C Zeng… - 2017 IEEE Third …, 2017 - ieeexplore.ieee.org
Inventory management plays a critical role to track inventory levels, orders, and sales of the
retailing business. Effective inventory management is a capability necessary to lead in the …

Joint prediction of time series data in inventory management

Q Zhou, R Han, T Li, B Xia - Knowledge and Information Systems, 2019 - Springer
The problem of time series prediction has been well explored in the community of data
mining. However, little research attention has been paid to the case of predicting the …

A two-step dynamic inventory forecasting model for large manufacturing

Q Zhou, R Han, T Li - 2015 IEEE 14th International Conference …, 2015 - ieeexplore.ieee.org
Inventory forecasting aims to predict the demand of a specific item in the future and reserve
the amount of item based on the forecasting results. An accurate and reliable inventory …

FIU-Miner (a fast, integrated, and user-friendly system for data mining) and its applications

T Li, C Zeng, W Zhou, W Xue, Y Huang, Z Liu… - … and Information Systems, 2017 - Springer
Abstract The advent of Big Data era drives data analysts from different domains to use data
mining techniques for data analysis. However, performing data analysis in a specific domain …

AI in Managing Perishable Goods Inventory

AB Şimşek - Modern Management Science Practices in the Age of …, 2024 - igi-global.com
Managing perishable goods, such as food and medicine, is challenging due to their short
shelf life and the need for high quality. Traditional methods often fail, leading to …

[PDF][PDF] Las Herramientas Informáticas como Estrategia en la Toma de Decisiones Enfocadas en los Impactos Ambientales

FV Torres, MET Cortés, AB Hernández - paginaspersonales.unam.mx
El objetivo de este trabajo es abordar y facilitar la toma de decisiones desde una
perspectiva complementaria apoyada en el uso de herramientas informáticas, sobre el …

[PDF][PDF] Advanced Inventory Management System based on Big Data

MR Bendre - academia.edu
Inventory Management System is package that's helpful for the businesses operate
hardware stores, where storeowner keeps the records of sales and get. Mismanaged …

Proposição de uma abordagem para classificação, projeção e controle da obsolecência de inventários apoiada em ferramentas multivariadas

E Burgel - 2018 - lume.ufrgs.br
A obsolescência de estoques é um evento recorrente nas organizações, demandando o
uso de métodos que identifiquem o inventário excessivo antes dele tornar-se obsoleto. Este …