Domain adaptation methods for lab-to-field human context recognition
Human context recognition (HCR) using sensor data is a crucial task in Context-Aware (CA)
applications in domains such as healthcare and security. Supervised machine learning HCR …
applications in domains such as healthcare and security. Supervised machine learning HCR …
Gan for generating user-specific human activity data from an incomplete training corpus
Human activity recognition (HAR), the task of predicting the activities performed by an
individual using mobile sensor data, is an active and important area of research …
individual using mobile sensor data, is an active and important area of research …
Adversarial Human Context Recognition: Evasion Attacks and Defenses
Human Context Recognition (HCR) from smartphone sensor data is a crucial task for
Context-Aware (CA) systems, such as those targeting the healthcare and security domains …
Context-Aware (CA) systems, such as those targeting the healthcare and security domains …
Triplet-based Domain Adaptation (Triple-DARE) for Lab-to-field Human Context Recognition
Human Context Recognition (HCR) from smart-phone sensor data is an essential task in
Context-Aware (CA) systems including those targeting healthcare and security. Two types of …
Context-Aware (CA) systems including those targeting healthcare and security. Two types of …
Integrative Model for Biomarker Identification of Cognitive Learning Barriers in ASD
N Hasan, MJ Nene - … Conference on Innovations and Advances in …, 2024 - Springer
This study proposes a model for identifying biomarkers that impede the conventional
learning capability in children with Autism Spectrum Disorder (ASD). Through the analysis of …
learning capability in children with Autism Spectrum Disorder (ASD). Through the analysis of …
[PDF][PDF] Working With What You've Got: Leveraging Mislabeled Datasets And Improving Imperfect Pretrained Models
W Gerych - 2023 - digital.wpi.edu
Resources such as OpenML and HuggingFace have made large datasets and powerful
pretrained models more accessible than ever for deep learning practitioners and …
pretrained models more accessible than ever for deep learning practitioners and …
Few-Shot Classification for Human Context Recognition Using Smartphone Data Traces
Human Context Recognition (HCR) is an important field at the intersection of personalized
healthcare and ubiquitous computing that aims to describe the current state of a person …
healthcare and ubiquitous computing that aims to describe the current state of a person …