Category: 7. Maths

This section details a new method for adapter-based, task-free continual learning utilizing a policy optimization approach to decide tasks. First, we provide preliminaries for the method. After, we describe detecting negative inputs by…

To validate the effectiveness of the above assessment method, two financial services providers are evaluated in this paper. The first is a financial services provider specializing in financial investment and securities trading, whose services…

Molecule representation

The significance of data representation becomes critical in the domain of data-assisted methodologies, such as DL. A variety of representations, such as SMILES, graphs, fingerprints, and three-dimensional models, provide…

The proposed approach as illustrated in Fig. 1 seeks to improve the detection and mitigation of DDoS attacks in VANET by deploying different strategies at different levels. The End-to-end model is manifested in Fig. 2 and the Pseudocode for the…

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…

In this section, we will discuss the construction of the proposed constrained codes, as well as the encoding and decoding processes. An overview of the data storage system is shown in Fig 3. The figure shows both a Core Pipeline focused on the…

Let \(Y_{ij}\) denote the observed biomarker measurement for the i-th individual at time \(t_{ij}\), where \(i = 1, \dots , n\) represents the individuals in the dataset, and \(j = 1, \dots , n_i\) represents the time points for repeated…

A sigmoidal curve is defined by three key parameters: inflection point, slope, and amplitude. Here, we show that the evolution of the fitted parameters provides a clear understanding of the current state of activity and can make reliable…

Our experimental evaluation was designed to be comprehensive, assessing fairness from both a data and an algorithmic perspective. First, we conducted a preliminary analysis on three educational datasets to identify any inherent biases in the…