Artificial neural network algorithms. (c1999) by Ramadan, Samer N.

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Integrated Multi-Criteria Model for Long-Term Placement of Electric Vehicle Chargers by Heba M. Abdullah (16896384)

“…The charger placement problem is formulated as a complex Multi-Criteria Decision Making (MCDM) which combines spatial analysis techniques, power network load flow, traffic flow models, and constrained procedures. The Analytic Hierarchy Process (AHP) approach is used to determine the optimal weights of the criteria, while the mean is used to determine the distinct weights for each criterion using the AHP in terms of accessibility, environmental effect, power network indices, and traffic flow impacts. …”

Ghost-NeRV: Efficient Neural Video Representation via Ghost Convolutions by Shanableh, Tamer

“…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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Drone-Aided Plants Health Monitoring Using Enhanced Vision Transformer by Junaid Ahmad Khan (23739870)

“…Computational analysis shows the model achieves these gains with minimal overhead (5.55 ms/image latency, 1.30 GFLOPs); these efficiency metrics enable real-time inference on UAVs or low-power edge devices, making the model suitable for practical drone-based scouting in agricultural fields. This work offers a viable framework for scalable, accurate, and efficient plant disease classification, making it an effective choice for resource-constrained edge devices such as drones for plant disease classification.…”

Minimizing user effort in XML grammar matching by Tekli, Joe

“…To achieve this, we propose an extensible framework based on the concept of tree edit distance as an optimal technique to consider XML structure, integrating different matching criteria to capture all basic XML grammar characteristics, ranging over element semantic and syntactic similarities, cardinality and alternativeness constraints, as well as data-type correspondences and relative ordering. …”
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MoveSchedule by Zouein, Pierette

“…MoveSchedule solves a constrained dynamic layout problem with the objective of minimizing resource transportation and relocation costs. …”
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3D deployment of UAVs in wireless networks for traffic offloading and edge computing. (c2019) by Islambouli, Rania

“…This being said, computation tasks generated by IoT devices can be pro- cessed in less latency and with much lower energy consumption at the devices. To optimally deploy UAVs as mounted cloudlets, we formulate our problem as mixed integer program and then use an e cient meta-heuristic algorithm to generate optimized results for large scale IoT networks. …”
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A prototype study for the management of surface water resources, Lebanon by Korfali, Samira Ibrahim

“…This would serve as a prototype for the development of comprehensive plans for optimal utilization of surface water sources in Lebanon, as a venue to meet the water needs of Lebanon. …”
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