A survey of open source tools for machine learning with big data in the Hadoop ecosystem

S Landset, TM Khoshgoftaar, AN Richter, T Hasanin - Journal of Big Data, 2015 - Springer
With an ever-increasing amount of options, the task of selecting machine learning tools for
big data can be difficult. The available tools have advantages and drawbacks, and many …

Analytics for the internet of things: A survey

E Siow, T Tiropanis, W Hall - ACM computing surveys (CSUR), 2018 - dl.acm.org
The Internet of Things (IoT) envisions a world-wide, interconnected network of smart
physical entities. These physical entities generate a large amount of data in operation, and …

A survey on scholarly data: From big data perspective

S Khan, X Liu, KA Shakil, M Alam - Information Processing & Management, 2017 - Elsevier
Recently, there has been a shifting focus of organizations and governments towards
digitization of academic and technical documents, adding a new facet to the concept of …

A scalable machine learning online service for big data real-time analysis

A Baldominos, E Albacete, Y Saez… - 2014 IEEE Symposium …, 2014 - ieeexplore.ieee.org
This work describes a proposal for developing and testing a scalable machine learning
architecture able to provide real-time predictions or analytics as a service over domain …

Big data computing using cloud-based technologies: Challenges and future perspectives

S Khan, KA Shakil, M Alam - Networks of the Future, 2017 - taylorfrancis.com
The excessive amounts of data generated by devices and Internet-based sources at a
regular basis constitute big data. This data can be processed and analyzed to develop …

Machine learning on big data: A developmental approach on societal applications

LH Son, HK Tripathy, BR Acharya, R Kumar… - Big Data Processing …, 2019 - Springer
Abstract Machine Learning (ML) is a potential tool that can be used to make predictions on
the future based on the past history data. It constructs a model from input examples to make …

Toward a prediction approach based on deep learning in Big Data analytics

O Haddad, F Fkih, MN Omri - Neural Computing and Applications, 2023 - Springer
Nowadays, cloud computing plays an important role in the process of storing both structured
and unstructured data. This contributed to a very large data growth on web servers, which …

Item-based collaborative filtering and association rules for a baseline recommender in e-commerce

J Lourenco, AS Varde - … Conference on Big Data (Big Data), 2020 - ieeexplore.ieee.org
In the ever-growing data-driven world today, data increases in many forms, eg e-commerce
sites uploading new products, streaming services adding TV shows and movies, and music …

[PDF][PDF] Building a personalized fitness recommendation application based on sequential information

M Abdulaziz, B Al-motairy, M Al-ghamdi… - … Journal of Advanced …, 2021 - researchgate.net
Now-a-days sports plays a very important role in the life of the human being and it allows to
keep him healthy and make him always active. Sport is essential for people to have a …

Enhancing Cloud Security Posture for Ubiquitous Data Access with a Cybersecurity Framework Based Management Tool

G Coppola, AS Varde, J Shang - 2023 IEEE 14th Annual …, 2023 - ieeexplore.ieee.org
Cloud security has become an important issue for many organizations that utilize cloud
services, eg Amazon Web Services (AWS), especially as they have to manage the massive …