Smartphone region-wise image indoor localization using deep learning for indoor tourist attraction

GT Hirokawa Higa, R Stuqui Monzani… - PloS one, 2024 - journals.plos.org
Smart indoor tourist attractions, such as smart museums and aquariums, require a significant
investment in indoor localization devices. The use of Global Positioning Systems on …

[HTML][HTML] Unveiling hidden insights in gas chromatography data analysis with generative adversarial networks

N Yoon, W Jung, H Kim - Chemosensors, 2024 - mdpi.com
The gas chromatography analysis method for chemical substances enables accurate
analysis to precisely distinguish the components of a mixture. This paper presents a …

[HTML][HTML] Adaptive sensing data augmentation for drones using attention-based gan

N Yoon, K Kim, S Lee, JH Bai, H Kim - Sensors, 2024 - mdpi.com
Drones have become essential tools across various industries due to their ability to provide
real-time data and perform automated tasks. However, integrating multiple sensors on a …

DMGAN: Bridging AI and Chemistry with Enhanced GC-MS Data Generation

N Yoon, H Kim - 2024 IEEE SENSORS, 2024 - ieeexplore.ieee.org
Data from gas chromatography-mass spectrometry (GC-MS) represent significant deviations
between the large peak values of a particular substance and the small peak values of other …