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Category: 7. Maths
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A privacy preserving and auditable blockchain framework for seccure securites trading
Data collection
The Binance dataset provides trade data from a decentralized exchange built on blockchain infrastructure, as observed in28. It offers insights into order cancellations, execution delays, and trading behavior in centralized and…
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An adaptive fall detection system based on ensemble learning using variants of YOLO V8 retinanet and DETR
The proposed methodology, termed “YORD” (YOLO-RETINANET-DETR), is a novel ensemble-based fall detection approach which leverages the advantages of three distinct object detection models namely enhanced YOLO V8, enhanced RetinaNet, and…
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Gene expression data mining by hybrid biclustering with improved GA and BA
The study proposes an adaptive IGA and introduces a variational operator and dynamically decreasing inertia weights to design an IBA. The study fuses the two and initializes the HA using chaotic techniques. It is also adapted to binary coding to…
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Enhancing cyberthreat defense mechanisms using ensemble of representation learning with binary Ebola optimization search in internet of things environment
This manuscript proposes a novel CDM-BEOSAEM method. The method’s main intention is to enhance cyberattack detection in the IoT environment. Figure 2 demonstrates distinct processes involved: data normalization, dimensionality reduction,…
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Scene image visual layout based on deep encoder–decoder network and visual image attention model
This section is divided into two sub-sections. The first sub-section takes DEDN as the basic framework and combines HED to construct a salient visual feature extraction module, optimizing the semantic representation ability and edge sensitivity…
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A unified framework for deriving and visualizing soliton solutions in the paraxial nonlinear Schrödinger equation
Samina, S., Jhangeer, A. & Chen, Z. A study of phase portraits, multistability and velocity profile of magneto-hydrodynamic Jeffery-Hamel flow nanofluid. Chin. J. Phys. 80, 397–413 (2022).
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Assessment of off-road agricultural traction in situ using large scale machine learning and neurocomputing models
The neurocognitive performance of the models in predicting FTr was evaluated using broad statistical criteria of accuracy and reliability metrics. Furthermore, to assess the neurocognitive accuracy and reliability metrics, this study employed…
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Vision transformer-powered conversational agent for real-time Indian Sign Language e-governance accessibility
Martins, A., Londral, A., Nunes, I. L. & Lapão, L. V. Unlocking human-like conversations: scoping review of automation techniques for personalized healthcare interventions using conversational agents. Int. J. Med. Inf. 2024, 563 (2024).
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Secure and fault tolerant cloud based framework for medical image storage and retrieval in a distributed environment
This section presents an analysis of the proposed SFMedIR framework’s retrieval performance, supported by experimental results. It is organized as follows: a detailed explanation of the dataset and experimental setup, an evaluation of retrieval…
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