A Review of Recent Deep Learning Approaches in Human-Centered Machine Learning.

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Title

A Review of Recent Deep Learning Approaches in Human-Centered Machine Learning.

Content partner

The University of Auckland Library

Collection

ResearchSpace@Auckland

Description

After Deep Learning (DL) regained popularity recently, the Artificial Intelligence (AI) or Machine Learning (ML) field is undergoing rapid growth concerning research and real-world application development. Deep Learning has generated complexities in algorithms, and researchers and users have raised concerns regarding the usability and adoptability of Deep Learning systems. These concerns, coupled with the increasing human-AI interactions, have created the emerging field that is Human-Centered...

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Format

Research paper

Research format

Journal article

Date created

2021-04-03

Creator

Kaluarachchi, Tharindu / Reis, Andrew / Nanayakkara, Suranga

URL

https://hdl.handle.net/2292/62141

Related subjects

Humans / Algorithms / Artificial Intelligence / Machine Learning / Deep Learning / HCAI / HCML / human-centered artificial intelligence / human-centered machine learning / 3 Good Health and Well Being / Science & Technology / Physical Sciences / Technology / Chemistry, Analytical / Engineering, Electrical & Electronic / Instruments & Instrumentation / Chemistry / Engineering / BLACK-BOX / CHALLENGES / MODELS / 0301 Analytical Chemistry / 0502 Environmental Science and Management / 0602 Ecology / 0805 Distributed Computing / 0906 Electrical and Electronic Engineering

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