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The Business Models of Frugal Enterprises for Sustainable Development in a Constrained Environment
Published 2024“…Indeed, the complex constraints often discourage traditional companies from pursuing such endeavors, but a new breed of enterprises characterized by their frugal approach is emerging from this constrained environment. Nevertheless, we know little about how these frugal enterprises transform constraints into opportunities through innovative business models that include collaboration with local and international partners, as well as how they can contribute to sustainable development. …”
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Depthwise Separable Convolutions and Variational Dropout within the context of YOLOv3
Published 2020“…However, these algorithms often impose prohibitive levels of memory and computational overhead, especially in resource-constrained environments. In this study, we combine the state-of-the-art object-detection model YOLOv3 with depthwise separable convolutions and variational dropout in an attempt to bridge the gap between the superior accuracy of convolutional neural networks and the limited access to computational resources. …”
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Motivated & Engaged: Leveraging Gamification to Reduce Employee Burnout
Published 2025“…The study advocates for gamification as a viable tool in employee experience strategies, particularly in resource-constrained environments.…”
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Toward a holistic model of sustainable investment decision-making in SMEs: a structural approach in a developing economy
Published 2025“…These fndings ofer practical insights for policymakers and development actors seeking to foster sustainable transitions in resource-constrained environments.</p><h2>Other Information</h2><p dir="ltr">Published in: Future Business Journal<br>License: <a href="https://creativecommons.org/licenses/by/4.0/" target="_blank">https://creativecommons.org/licenses/by/4.0/</a><br>See article on publisher's website: <a href="https://doi.org/10.1186/s43093-025-00598-4" target="_blank">https://doi.org/10.1186/s43093-025-00598-4</a></p>…”
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Ghost-NeRV: Efficient Neural Video Representation via Ghost Convolutions
Published 2026“…Despite its strong reconstruction capability, NeRV suffers from high computational cost due to expensive convolutional operations in the decoder, limiting its applicability in resource-constrained environments. In this work, we propose GhostNeRV, an efficient extension of NeRV that reduces computational complexity through architectural optimization rather than numerical approximation. …”
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Evaluating Students and Educators’ Satisfaction with Objective Structured Clinical Examinations in Health Sciences Education: Evidence from Tunisia
Published 2024“…<h3>Background</h3><p dir="ltr">Objective Structured Clinical Examinations (OSCEs) have played an important role in healthcare education for several decades, predominantly in affluent regions.1,2 The satisfaction with OSCEs in economically constrained environments like Tunisia still needs to be studied. …”
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A dataset of barometric readings for enhancing security and privacy of IoT
Published 2023“…However, there are scenarios where these methods are unfit, such as in resource-constrained environments, i.e., Internet of Things (IoT), or when an extra layer of security is needed. …”