Normalizing images in various weather and lighting conditions using ColorPix2Pix generative adversarial network. [PDF]
Tasnim S +8 more
europepmc +1 more source
A Hero's Journey to Systemic Change: Developing Expertise in Agricultural Development
ABSTRACT Experts in rural development and agrarian change wield considerable influence over programme design and delivery, directing resources and shaping trajectories towards the Sustainable Development Goals (SDGs). Yet the pathways through which such expertise develops remain under‐examined. This study examines the journey to expertise among experts
Kirt Hainzer +7 more
wiley +1 more source
Improving stain normalization for digital histological image analysis based on the cycle generative adversarial network identity loss model. [PDF]
Chen JT, Lin YY, Pai TW.
europepmc +1 more source
ABSTRACT Achieving global sustainability requires rethinking marketing beyond firm centred strategies and towards systemic approaches that engage diverse stakeholders in value co‐creation. This paper proposes a conceptual framework for participatory value co‐creation in sustainable market systems, drawing on stakeholder theory, systems thinking ...
Ahmet Küçükuncular
wiley +1 more source
Optimized auxiliary classifier Wasserstein generative adversarial network fostered skin cancer classification from dermoscopic images. [PDF]
Rajalakshmi R +5 more
europepmc +1 more source
ABSTRACT Strategic citizen engagement is fundamental to the socio‐technical transition toward sustainable urban mobility. This study investigates the integration of digital participatory tools within the transport planning framework of Dublin, Ireland, to facilitate inclusive, transparent, and equitable governance.
Sarbast Moslem, Brian Caulfield
wiley +1 more source
A generative adversarial network to improve integrated mode proton imaging resolution using paired proton-carbon data. [PDF]
Simard M +7 more
europepmc +1 more source
Integrating multimodal data and machine learning for entrepreneurship research
Abstract Research Summary Extant research in neuroscience suggests that human perception is multimodal in nature—we model the world integrating diverse data sources such as sound, images, taste, and smell. Working in a dynamic environment, entrepreneurs are expected to draw on multimodal inputs in their decision making.
Yash Raj Shrestha, Vivianna Fang He
wiley +1 more source
Ophthalmic Image Synthesis and Analysis with Generative Adversarial Network Artificial Intelligence. [PDF]
Masalkhi M +8 more
europepmc +1 more source
Network Latency Estimation for Telesurgery Using Deep Reinforcement Learning
Overview of the proposed two‐stage deep reinforcement learning framework for network latency prediction in telesurgery. The pipeline includes data collection from simulated catheter navigation sessions (Philippines–Botswana), feature engineering, DQN‐based direction prediction (85.8% accuracy), direction‐to‐value transformation, and value forecasting ...
Bakang Kgopolo +2 more
wiley +1 more source

