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741
Towards a Machine Learning Driven Trust Management Heuristic for the Internet of Vehicles
Published 2023-02-01“…The first matrix (<i>FM1</i>) takes into account all the pairwise individual parameters as individual features, whereas the second matrix (<i>FM2</i>) considers the average of all pairwise computations performed for each individual parameter as one feature. …”
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Article -
742
Time Delay Estimation for Sound Source Localization Using CNN-Based Multi-GCC Feature Fusion
Published 2023-01-01“…Furthermore, the proposed model offers the advantages of compact size and efficient computational performance when compared to existing methods. …”
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Article -
743
Path-oriented synchronized transit scheduling using time-dependent data
Published 2022“…It is found that the proposed valid inequalities could outperform them and combining different valid inequalities could further improve computational performance.…”
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Journal Article -
744
Lane detection system for autonomous vehicle using image processing techniques
Published 2005“…A completely autonomous vehicle is one in which a computer performs all the tasks that the human driver normally would. …”
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Thesis -
745
Spectral domain convolutional neural network optimized for computational workload and memory access cost
Published 2023“…The strategies involve the reduction of the output feature map (OFM) size, OFM depth, or both under an accuracy constraint to compute performance-optimized CNN inference and training. …”
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Thesis -
746
Smart EV Charging With Context-Awareness: Enhancing Resource Utilization via Deep Reinforcement Learning
Published 2024-01-01“…Notably, our proposed methodology, DQN, demonstrated superior computational performance compared to the others. Our results reveal that the proposed system achieves a remarkable, approximately 18% enhancement in energy efficiency compared to traditional methods. …”
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Article -
747
Semantic Segmentation Optimized for Low Compute Embedded Devices
Published 2022-01-01“…We propose a modified Net score that includes frame per seconds to complement traditional metrics mean Intersection of Union (mIoU), the number of multiply-accumulate operations (GFLOPs), and the number of parameters to evaluate mobile computing performance. Our CNN achieved 65.7 FPS on GTX 1080, 76.7% mIoU without ImageNet pre-training, while requiring 25 GFLOPs and 4.55M parameters, resulting in a 127.53 modified Net score compared to 119.89 for Deep Dual Resolution Neural Network (DDRNET23_slim) and 115.39 for Regseg. …”
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Article -
748
Text Classification Based on Neural Network Fusion
Published 2023-01-01“…In recent years, with the increase of data and the improvement of computing performance, the use of deep learning technology to represent and classify texts has attracted great attention. …”
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Article -
749
Endoscopic capsule robot-based diagnosis, navigation and localization in the gastrointestinal tract
Published 2022-09-01“…Technological advancements in computation performance have led to improvements in image compression and transfer, as well as advancements in sensor detection and alternative methods of capsule localization. …”
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750
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751
Performance analysis of functional expansion tallies on 2D PWR pin cell
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Thesis -
752
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753
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754
Embedded caching framework for privacy preserving data mining
Published 2009“…Although various algorithms in data mining have been enhanced to incorporate secure mechanisms for data privacy preservation, their computation performance is far too high to allow them to be practically useful. …”
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Final Year Project (FYP) -
755
Measurements of the Higgs Boson in the H - τ τ decay channel
Published 2015“…In addition, two studies on enhancement of computing performance in the ATLAS trigger and data analysis pipeline are presented.…”
Thesis -
756
Optimal control and reinforcement learning for formula one lap simulation
Published 2022“…The exponential increase in computational performance has enabled the practical application of these algorithms. …”
Thesis -
757
Improving resource management with multi-instance broker scheduling algorithm in hierarchical grid computing
Published 2016“…In brief, this research aims to solve resource management issues so as to enhance the grid computing performance. The iHLBA scheduling algorithm was tested and it was found that the main issue was the delay occurring on the job submission. …”
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Thesis -
758
Split Pool Ligation-based Single-cell Transcriptome sequencing (SPLiT-seq) data processing pipeline comparison
Published 2024-04-01“…We provide an overview of the tools, their computational performance, functionality and impact on downstream processing of the single-cell data, which vary greatly depending on the tool used. …”
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Article -
759
Dynamic pore-scale modeling of residual fluid configurations in disordered porous media
Published 2023-01-01“…A heavily-parallelized implementation of this platform is further advanced to achieve an efficient computational performance. We first conduct primary drainage and imbibition simulations in pore networks representing Bentheimer and Berea sandstones. …”
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Article -
760
Development of a Computationally Efficient Tabulated Chemistry Solver for Internal Combustion Engine Optimization Using Stochastic Reactor Models
Published 2020-12-01“…Concerning computational performances, the newly proposed solver delivers remarkable speed-ups (up to four orders of magnitude) when compared to the online chemistry simulations. …”
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Article