The GloVe model is a well known vector space representation of a global word-word cooccurrences matrix [34], while MFCCs are well known for their ability to detect emotions from acoustic signals [35]. Another interesting research was performed by Yazdavar et al, who present the positive ...
In mathematics, a matrix is arectangular array of numbers, symbols, or expressions, arranged in rows and columns. A matrix could be reduced as a submatrix of a matrix by deleting any collection of rows and/or columns. Operations There are a number of basic operations that can be applied to...
Jawad et al. analyze and explain multi-criteria decision-making issues are solve by the use of proper techniques for evaluating and choosing stocks. The AHP is widely applied in operation management. The main feature of AHP is that it uses a critical scale to create pairwise correlations after...
2m). In this case, we also observed a switching between information exploration and reward acquisition at the initial phase (Supplementary Fig. 1c). In contrast to the above case, the expected reward and expected information gain did not show clearly linear correlation because of the dynamic ...
From the correlation matrix we observe that, while they may be associated with different trade-offs, financial and social performance are positively and significantly associated. We also observe that entrepreneurs’ proactive personality is significantly related to all three SDM process dimensions. Because...
The underlying idea is that if the ranking of an MCDM method deviates from those of other methods, it would then be assigned a lower weight. As such, the weight of each MCDM ranking is computed using the correlation coefficient. By the same token, Ping et al. [42] has proposed an ...
Gene expression data often contain missing expression values, which may require the application of missing data estimation or imputation techniques to obtain a complete matrix of expression values. Like in the case of data nor- malisation, authors not only should report on missing values, but al...
process. Larger AOIs could not be redrawn because approximately half the dataset suffered an irreversible technical problem) and number of correct predictions made (out of 10) at temporal occlusion. Because groups differed in terms of age, correlation analyses were run between participants’ age ...
feature extraction is carried out using a correlation-based method. This involves analyzing the relationships between various clinical features, such as testosterone levels, BMI, and menstrual irregularities, to determine their relevance to PCOS. The method filters out less relevant features, resulting in...
Additionally, by interpreting the model’s predictions, we obtained results indicating a correlation between the peak of the PPG signal and sleep stage classification. Conclusion InsightSleepNet is a 4-class sleep staging model that utilizes continuous PPG data, serves the purpose of continuous sleep...