Category: 7. Maths

This section is dedicated to establishing the existence theorem based on Dhage’s theory (Lemma 2). Before that, we focus on the following auxiliary lemma that will be the cornerstone of the solution to the problem (2).

Lemma 3

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In this study, the EIDCDR-XAIADL model is proposed. The main intention of the proposed EIDCDR-XAIADL model is to deliver a robust cybersecurity system that combines XAI to address the attacks. The EIDCDR-XAIADL approach has data normalization,…

In the traditional Hadoop MapReduce framework, the shuffle phase begins after the map tasks generate intermediate key-value (< K, V>) pairs. These pairs are initially buffered in memory. Once the memory buffer reaches a predefined threshold,…

According to the January 2024 ELO list published by FIDE, there are 1,814 players worldwide holding the GM title. Of these, 38 players fall within the super GM category, although historically, 131 players have surpassed the 2,700 ELO threshold….

During training, random forests (RF) generate a large number of individual decision trees. In order to arrive at the final prediction, the mean prediction for regression or the mode of the classes for classification is computed by aggregating the…

The proposed model enhances the security in WSN by integrating advanced machine learning methodologies, including DRL, LSTM networks, and EFS. Figure 1 depicts that the commencement of the model is done by collecting heterogeneous datasets,…

In this section, the proposed CDDAT consists of two main parts. The first part introduces the process of image preprocessing. The second part is to introduce our downsampling method. Subsequently, we elaborate on the core components of CDDAT: the…

This section presents the experimental results validating the effectiveness of the proposed H-Fusion-SEG model for skin disease segmentation. The model was trained using the HAM10000 dataset and subsequently evaluated on independent test sets…