10 results

Model aggregation techniques in federated learning: A comprehensive survey

Pian Qi; Diletta Chiaro; Antonella Guzzo et al.

Future Generation Computer Systems · 2023 · English · OpenAlex Scopus

Federated learning (FL) is a distributed machine learning (ML) approach that enables models to be trained on client devices while ensuring the privacy of user data. Model aggregation, also known as model fusion, plays a vital role in FL. It involves combining locally generated models from client…

Blockchain for the metaverse: A Review

Thien Huynh‐The; Thippa Reddy Gadekallu; Weizheng Wang et al.

Future Generation Computer Systems · 2023 · English · OpenAlex Scopus

Since Facebook officially changed its name to Meta in Oct. 2021, the metaverse has become a new norm of social networks and three-dimensional (3D) virtual worlds. The metaverse aims to bring 3D immersive and personalized experiences to users by leveraging many pertinent technologies. Despite great…

A survey of human-in-the-loop for machine learning

Xingjiao Wu; Luwei Xiao; Yixuan Sun et al.

Future Generation Computer Systems · 2022 · English · OpenAlex Scopus

A survey on blockchain for big data: Approaches, opportunities, and future directions

N. Deepa; Quoc‐Viet Pham; Dinh C. Nguyen et al.

Future Generation Computer Systems · 2022 · English · OpenAlex Scopus

Transformer based Deep Intelligent Contextual Embedding for Twitter sentiment analysis

Usman Naseem; Imran Razzak; Katarzyna Musiał et al.

Future Generation Computer Systems · 2020 · English · OpenAlex Scopus

Slime mould algorithm: A new method for stochastic optimization

Shimin Li; Huiling Chen; Mingjing Wang et al.

Future Generation Computer Systems · 2020 · English · OpenAlex Scopus

ABCDM: An Attention-based Bidirectional CNN-RNN Deep Model for sentiment analysis

Mohammad Ehsan Basiri; Shahla Nemati; Moloud Abdar et al.

Future Generation Computer Systems · 2020 · English · OpenAlex Scopus

A review of sentiment analysis research in Arabic language

Oumaima Oueslatı; Erik Cambria; Moez Ben HajHmida et al.

Future Generation Computer Systems · 2020 · English · OpenAlex Scopus

Intelligent mobile malware detection using permission requests and API calls

Moutaz Alazab; Mamoun Alazab; Andrii Shalaginov et al.

Future Generation Computer Systems · 2020 · English · OpenAlex Scopus

A drone-based networked system and methods for combating coronavirus disease (COVID-19) pandemic

Adarsh Kumar; Kriti Sharma; Harvinder Singh et al.

Future Generation Computer Systems · 2020 · English · OpenAlex Scopus