The run time for each algorithm in seconds. by Edward Antonian (21453161)

“…We find evidence that the generalised GLS-KGR algorithm is well-suited to such time-series applications, outperforming several standard techniques on this dataset.…”

ML algorithms in cyber security. by Abdullah Asım Yılmaz (20715311)

Flowchart of the study. by Usman Haider (12630481)

“…The RF chain is made to keep the beamforming weights of subarray antenna elements in a TDM fashion. In this paper, two dynamic clustering algorithms are proposed. …”

Channel capacity of MIMO system with variable . by Usman Haider (12630481)

“…The RF chain is made to keep the beamforming weights of subarray antenna elements in a TDM fashion. In this paper, two dynamic clustering algorithms are proposed. …”

Mean squared Error on all unseen data. by Edward Antonian (21453161)

“…We find evidence that the generalised GLS-KGR algorithm is well-suited to such time-series applications, outperforming several standard techniques on this dataset.…”

Dendrogram of the stock prices. by Muhammad Hilal Alkhudaydi (21560690)

“…By testing these models on real-world data obtained from the US stock market, we were able to obtain preliminary findings on their utility.…”

Descriptive statistics on stock prices. by Muhammad Hilal Alkhudaydi (21560690)

“…By testing these models on real-world data obtained from the US stock market, we were able to obtain preliminary findings on their utility.…”

Correlation heatmap of the principal components. by Muhammad Hilal Alkhudaydi (21560690)

“…By testing these models on real-world data obtained from the US stock market, we were able to obtain preliminary findings on their utility.…”

Possible graph filter functions. by Edward Antonian (21453161)

“…We find evidence that the generalised GLS-KGR algorithm is well-suited to such time-series applications, outperforming several standard techniques on this dataset.…”

The notational conventions used in this paper. by Edward Antonian (21453161)

“…We find evidence that the generalised GLS-KGR algorithm is well-suited to such time-series applications, outperforming several standard techniques on this dataset.…”

Supporting data for Histone crotonylation is a novel epigenetic regulation and a therapeutic vulnerability for liver cancer treatment by Qidong Li (9069932)

Data Sheet 1_Evaluating the effectiveness of AI-enhanced “One Body, Two Wings” pharmacovigilance models in China: a nationwide survey on medication safety and risk management.pdf... by Jian Yang (12136)

“…However, the study concludes that successful AI integration is predicated on a robust information systems infrastructure, which the data identified as the most critical foundational element. …”

<b>SAFE: </b><b>s</b><b>ensitive </b><b>a</b><b>nnotation </b><b>f</b><b>inding and </b><b>e</b><b>xtraction from multi-type Chinese maps via hybrid intelligence and knowledge grap... by jiaxin ren (20482655)

“…Considering the challenges of processing multi-type Chinese maps (e.g., topographic, administrative, and internet maps), such as the scarcity of sensitive annotations due to their confidential nature and access restrictions, and the complexity of Chinese glyphs, this study proposes a hybrid intelligence approach named SAFE (sensitive annotation finding and extraction). …”

<b>AI for imaging plant stress in invasive species </b>(dataset from the article https://doi.org/10.1093/aob/mcaf043) by Erola Fenollosa (20977421)

“…</li><li>The dataframe of extracted colour features from all leaf images and lab variables (ecophysiological predictors and variables to be predicted)</li><li>Set of scripts used for image pre-processing, features extraction, data analytsis, visualization and Machine learning algorithms training, using ImageJ, R and Python.…”