Sustainable Development, EarlyView.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
Localized Query Attack Toward Transformer-Based Visible Object Detectors. [PDF]
Sensors (Basel)Wang Y, Li A, Yang Z, Liu X.
europepmc +1 more source
Integrating multimodal data and machine learning for entrepreneurship research
Strategic Entrepreneurship Journal, EarlyView.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
Privacy-preserving cyberthreat detection in decentralized social media with federated cross-modal graph transformers. [PDF]
Sci RepPremkumar D, Nachimuthu SK.
europepmc +1 more source
Lifecycle‐Based Governance to Build Reliable Ethical AI Systems
Systems Research and Behavioral Science, EarlyView.ABSTRACT Artificial intelligence (AI) systems represent a paradigm shift in technological capabilities, offering transformative potential across industries while introducing novel governance and implementation challenges. This paper presents a comprehensive framework for understanding AI systems through three critical dimensions: trustworthiness ...
Maikel Leon
wiley +1 more source
Anti interference and fault tolerant control of UAVs integrating residual based diagnosis disturbance estimation with counter drone strategies. [PDF]
Sci RepXie Z, Long Y.
europepmc +1 more source
Assessing Capability Complexity Using Enterprise Architecture Framework
Systems Engineering, EarlyView.ABSTRACT This study proposes a structured and quantitative methodology to evaluate the holistic complexity of system‐of‐systems (SoSs), employing the Zachman Architecture Framework (ZAF) as its foundational analytical tool. A five‐phase analytical procedure is developed and empirically validated, encompassing: (1) refinement of complexity measures, (2)
Javad Bakhshi, Mahmoud Efatmaneshnik
wiley +1 more source
Generative Adversarial Networks for Intrusion Detection Systems: A Comprehensive Survey of Applications, Challenges, and Research Directions. [PDF]
Arab J Sci EngAlauthman M +4 more
europepmc +1 more source
Visual security defense for industrial inspection based on computer vision. [PDF]
PLoS OneJiang Z, Yuan H, Zeng C, Fu L.
europepmc +1 more source
Bearing Anomaly Detection Method Based on Multimodal Fusion and Self-Adversarial Learning. [PDF]
Sensors (Basel)Liu H, Qin Y, Tu D.
europepmc +1 more source