Explainable ai (xai) applied in machine learning for pain modeling: A review

R Madanu, MF Abbod, FJ Hsiao, WT Chen, JS Shieh - Technologies, 2022 - mdpi.com
Pain is a complex term that describes various sensations that create discomfort in various
ways or types inside the human body. Generally, pain has consequences that range from …

Sign language: a systematic review on classification and recognition

S Renjith, R Manazhy - Multimedia Tools and Applications, 2024 - Springer
Sign language serves as an alternative communication mode for those with limitations in
hearing and speaking abilities. In India, an estimated population of around 2.7 million …

A machine learning model for kids' behavior analysis from facial emotions using principal component analysis

S Rani, P Bhambri, M Chauhan - 2021 5th Asian Conference …, 2021 - ieeexplore.ieee.org
Identification of the emotional state of humans, especially kids', is a very complex activity.
Different types of emotions contribute to the behavior of kids. There are various methods to …

AutoFER: PCA and PSO based automatic facial emotion recognition

M Arora, M Kumar - Multimedia Tools and Applications, 2021 - Springer
Automatic emotion recognition is a critical part of human-machine interactions. Reflection of
emotions and to develop its understanding is crucial to provide dealings across human …

Waste classification using convolutional neural network

FA Azis, H Suhaimi, E Abas - Proceedings of the 2020 2nd international …, 2020 - dl.acm.org
Recycling of waste from households and industries, is one of the methods that has been
proposed to reduce the ever-increasing pressure on landfills. Different types of waste types …

Automated pain assessment in children using electrodermal activity and video data fusion via machine learning

BT Susam, NT Riek, M Akcakaya, X Xu… - IEEE Transactions …, 2021 - ieeexplore.ieee.org
Objective: Pain assessment in children continues to challenge clinicians and researchers,
as subjective experiences of pain require inference through observable behaviors, both …

Experimental exploration of multilevel human pain assessment using blood volume pulse (bvp) signals

MU Khan, S Aziz, N Hirachan, C Joseph, J Li… - Sensors, 2023 - mdpi.com
Critically ill patients often lack cognitive or communicative functions, making it challenging to
assess their pain levels using self-reporting mechanisms. There is an urgent need for an …

Contour and region harmonic features for sub-local facial expression recognition

AR Shahid, S Khan, H Yan - Journal of Visual Communication and Image …, 2020 - Elsevier
Expression recognition relies on intensity, edges, and geometry that overlooks the actual
shape curvatures of facial regions. This paper presents a novel two-stage approach to …

Credit risk assessment of P2P lending platform towards big data based on BP neural network

Y Guo - Journal of Visual Communication and Image …, 2020 - Elsevier
Abstract Peer-to-peer (P2P) lending platform plays a significant role in modern financial
systems. However, due to improper supervision, credit risk is inevitable. In this paper, we …

RETRACTED ARTICLE: Local Directional Maximum Edge Patterns for facial expression recognition

VU Maheswari, G Varaprasad, SV Raju - Journal of Ambient Intelligence …, 2021 - Springer
Cognitive science and neuroscience use human facial expressions of emotion. Every single
facial expression can be seen at different passions in a face space. Nowadays, facial …