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SLIDING WINDOW TRAINING ALGORITHMS USING MLP-NETWORK FOR CORRELATED AND LOST PACKET DATA
Published 2012“…This thesis gives a systematic investigation of various MLP learning mainly Sliding Window (SW) learning mode which is treated as the adaptation of offline algorithms into online application Consequently this thesis reviews various offline algorithms including: batch backpropagation, nonlinear conjugate gradient, limited memory and full-memory Broyden, Fletcher, Goldfarb and Shanno algorithms and different forms of the latest proposed bimary ensemble learning. …”
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Thesis -
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Automatic algorithm applied for calculating thermal conductivity by transient plane source method
Published 2024“…As a thermal conductivity measurement method, Transient Plane Source (TPS) method has gained much popularity because of its broad applicability, short measurement times, high precision and simple sample preparation. …”
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Filling and restoration of cracked digitized paintings based on preserved neighbourhood pixels
Published 2021“…This paper investigates the applicability of a proposed digital image algorithm for filling cracks in digitized paintings. …”
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Power System Harmonics Estimation using Sliding Window Based LMS
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Conference or Workshop Item -
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Designing a new E-Commerce authentication framework for a cloud-based environment
Published 2024Conference Paper -
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Development of a new nonlinear filtering algorithm for impulse noise reduction
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Research Report -
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Glass break detection system using deep auto encoders with fuzzy rules induction algorithm
Published 2019“…While a glass-based material has its advantages, it also poses security risks. …”
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Elastic-TCP: flexible congestion control algorithm to adapt for high-BDP networks
Published 2019“…In order to increase TCP flexibility to adapt for high-BDP networks, we propose a new delay-based and RTT-independent congestion control algorithm (CCA), namely Elastic-TCP. …”
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Vehicle routing problem: models and solutions
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Adaptive linux-based TCP congestion control algorithm for high-speed networks
Published 2017“…Further, we propose a novel mathematical model to calculate the average throughput of the AF-based CCA. …”
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Thesis -
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Solving multi-objective dynamic vehicle routing problem with time windows using multi-objective algorithm
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Final Year Project / Dissertation / Thesis -
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A Hybrid Metaheuristic Technique Based on Grey Wolf Optimisation, Symbiotic Organism Search, and Ant Colony Optimisation for Solving Multi-Objective Vehicle Routing Problems
Published 2025“…For objective two, three routing strategies were evaluated. Based on a single-vehicle optimal route, the algorithm provided the shortest distance, 91.74 km. …”
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Cache replacement algorithm using hierarchical allocation scheduling
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An efficient unknown detection approach for RFID data stream management system
Published 2025“…This research addresses the critical issue of detecting unknown tags, focusing on optimizing processing time and energy efficiency in terms of memory usage when detecting these tags. A novel algorithm called SWOR (Sliding Window XOR-based Detection) is introduced, specifically designed to identify unknown tags within RFID data streams. …”
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Window based personalized time management system
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Undergraduates Project Papers -
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