[HTML][HTML] Big data analytics: a survey

CW Tsai, CF Lai, HC Chao, AV Vasilakos - Journal of Big data, 2015 - Springer
The age of big data is now coming. But the traditional data analytics may not be able to
handle such large quantities of data. The question that arises now is, how to develop a high …

[HTML][HTML] A recent overview of the state-of-the-art elements of text classification

MM Mirończuk, J Protasiewicz - Expert Systems with Applications, 2018 - Elsevier
The aim of this study is to provide an overview the state-of-the-art elements of text
classification. For this purpose, we first select and investigate the primary and recent studies …

[图书][B] Recommender systems

CC Aggarwal - 2016 - Springer
“Nature shows us only the tail of the lion. But I do not doubt that the lion belongs to it even
though he cannot at once reveal himself because of his enormous size.”–Albert Einstein The …

[HTML][HTML] Performance analysis of IoT-based sensor, big data processing, and machine learning model for real-time monitoring system in automotive manufacturing

M Syafrudin, G Alfian, NL Fitriyani, J Rhee - Sensors, 2018 - mdpi.com
With the increase in the amount of data captured during the manufacturing process,
monitoring systems are becoming important factors in decision making for management …

[图书][B] Machine learning for text: An introduction

CC Aggarwal, CC Aggarwal - 2018 - Springer
The extraction of useful insights from text with various types of statistical algorithms is
referred to as text mining, text analytics, or machine learning from text. The choice of …

[HTML][HTML] Data-driven cervical cancer prediction model with outlier detection and over-sampling methods

MF Ijaz, M Attique, Y Son - Sensors, 2020 - mdpi.com
Globally, cervical cancer remains as the foremost prevailing cancer in females. Hence, it is
necessary to distinguish the importance of risk factors of cervical cancer to classify potential …

A survey on classification techniques for opinion mining and sentiment analysis

F Hemmatian, MK Sohrabi - Artificial intelligence review, 2019 - Springer
Opinion mining is considered as a subfield of natural language processing, information
retrieval and text mining. Opinion mining is the process of extracting human thoughts and …

[图书][B] Data mining: the textbook

CC Aggarwal - 2015 - Springer
This textbook explores the different aspects of data mining from the fundamentals to the
complex data types and their applications, capturing the wide diversity of problem domains …

[图书][B] Electronic word-of-mouth (eWOM)

E Ismagilova, YK Dwivedi, E Slade, MD Williams… - 2017 - Springer
With the growth of Internet technologies more and more consumers are using it as a tool for
information seeking about a product or a company. Enhancement of the Internet, popularity …

[图书][B] Lifelong machine learning

Z Chen, B Liu - 2022 - books.google.com
Lifelong Machine Learning, Second Edition is an introduction to an advanced machine
learning paradigm that continuously learns by accumulating past knowledge that it then …