Raman Spectroscopy and Generative Variational Autoencoders for Metallurgical Coke Quality Prediction
An integrated soft sensor framework combining standardized Raman spectroscopy, synergy‐vector feature selection, variational autoencoder‐based data augmentation, and regression models (kNN, PLS, and SVR) predicts metallurgical coke quality (CSR and DI).
Pedro Henrique Agrimpio Coutinho +2 more
wiley +1 more source
Invisible poison attacks and holistic defence strategy for pyramid vision transformers in medical imaging. [PDF]
P LMD +7 more
europepmc +1 more source
Unlocking Value Co‐Creation in IoT Platforms: Insights From a Collaborative Manufacturing Case
ABSTRACT This study examines value co‐creation in IoT platform ecosystems through a case study of the collaborative manufacturing platform E‐LINK. We explore the evolution of platform data capabilities, user interactions, value creation, and the mechanisms that connect them.
Huayao Zhang +4 more
wiley +1 more source
Multimodal transformer-based watermarking for deepfake detection and digital media authentication: current progress, challenges, and future directions. [PDF]
Sim KS, Islam MT.
europepmc +1 more source
Effective adversarial example detection with DeepSHAP summary
Yi-Ching Lin, Fang Yu 0001
openaire +1 more source
Artificial Intelligence in Dermatology: Current Applications and Future Directions
This scoping review of 56 studies maps AI applications in dermatology. Image‐based classification for skin cancer detection dominates (48%), followed by clinical decision support (21%), teledermatology triage (11%), and predictive analytics (11%). While deep learning algorithms demonstrate diagnostic performance comparable to clinicians in controlled ...
Sofía Pérez‐Lalinde +1 more
wiley +1 more source
Patient-Specific Spatio-Temporal False Data Injection Attack Detection for IoMT Using a Graph-GRU Digital Twin and Kalman Innovation Features. [PDF]
Alkhammash EH +3 more
europepmc +1 more source
ABSTRACT Natural products (NPs) have historically yielded numerous therapeutic agents, yet their integration into modern drug discovery has been constrained by chemical complexity, low abundance, laborious dereplication, and limited target annotation.
Antonio Lavecchia
wiley +1 more source
A Comprehensive Survey on Online AutoML and Adversarial Robustness for IoT and EV Charging Network Security. [PDF]
Zaheer W +4 more
europepmc +1 more source
ABSTRACT The design of control systems for high‐agility mechanical systems operating in extreme environments is a significant challenge in nonlinear dynamics. This paper addresses the complex dynamic control problem of a hypersonic interceptor, modeled as a multi‐input multi‐output (MIMO) mechanical system characterized by strong aerodynamic cross ...
Mohammad Mahdi Soori +1 more
wiley +1 more source

