Federated Transfer Learning for Authentication and Privacy Preservation Using Novel Supportive Twin Delayed DDPG (S-TD3) Algorithm for IIoT حسب Arumugam K (18456690)

"…This paper proposes an Federated Transfer Learning for Authentication and Privacy Preservation Using Novel Supportive Twin Delayed DDPG (S-TD3) Algorithm for IIoT. In FT-Block (Federated transfer learning blockchain), several blockchains are applied to preserve privacy and security for all types of industrial applications. …"

Secure and Anonymous Communications Over Delay Tolerant Networks حسب Spiridon Bakiras (16896408)

"…Instead, our work introduces a novel message forwarding algorithm that delivers messages, from source to destination, via a random walk process. …"

STEM: spatial speech separation using twin-delayed DDPG reinforcement learning and expectation maximization حسب Muhammad Salman Khan (7202543)

"…In this paper, a novel speech separation algorithm is proposed that integrates the twin-delayed deep deterministic (TD3) policy gradient reinforcement learning (RL) agent with the expectation maximization (EM) algorithm for clustering the spatial cues of individual sources separated on azimuth. …"

Fuzzy simulated evolution algorithm for VLSI cell placement حسب Sait, Sadiq M.

"…In this paper, we present a fuzzy simulated evolution (FSE) algorithm to tackle this problem. Identification of near optimal solutions is achieved through a novel goal-directed fuzzy search approach. …"
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Adaptive Fault-Tolerant Communication Based-Control for Parallel Connected Rectifiers حسب Ali Sharida (17947847)

Digital circuit design through simulated evolution (SimE) حسب Sait, Sadiq M.

"…Two goodness measures are designed to guide the selection and allocation operations of SimE. Area, power and delay are considered in the optimization of circuits. …"
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A 3-D vision-based man-machine interface for hand-controlled telerobot حسب Al-Mouhamed, M.A.

"…Running the tracking algorithm on two PCs in parallel allowed: 1) a parallel image grabbing delay of 60 ms; 2) a stereo matching delay of 50 ms; and 3) a global refresh rate of 9 Hz.…"
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Optimized provisioning of edge computing resources with heterogeneous workload in IoT networks حسب Kherraf, Nouha

"…Managing the heterogeneity of the workload generated by IoT devices, especially in terms of computing and delay requirements, while being cognizant of the cost to network operators requires an efficient dimensioning of the MEC-enabled network infrastructure. …"
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Video Streaming over D2D Networks حسب Ahmed, Ibtihal Mohamed Taha

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Video features with impact on user quality of experience حسب Abbas, Nadine

"…In addition, the transmission data rate was correlated to packet loss and delay and had higher impact than video frame rate and codec type.…"
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Inferential sensing techniques in industrial applications حسب Shakil,, Muhammad

"…Genetic algorithm, which is a heuristic optimization technique, is used to ¯nd the system delays of the linear model, which are used in dynamical neural network model. …"
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Optimal Routing Protocol in Multimedia Wireless Sensor Networks حسب Al-Zurba, Hiba

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Optimal supercharge scheduling of electric vehicles حسب Atallah, Ribal F.

"…The contemporary problem of scheduling the recharge operations of electric vehicles (EVs) has gained a lot of research attention. …"
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FPGA-Based Network Traffic Classification Using Machine Learning حسب Elnawawy, Mohammed

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A novel network-based SIS framework for improved GA performance حسب Tohme, Rawane

"…Then, infected nodes can spread their genetic traits to neighboring susceptible nodes through basic genetic algorithm operations within the SIS framework and based on defined probabilities. …"
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