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

Folder with all data and algorithms by Jorge Servert Lerdo de Tejada (22290001)

A* Path-Finding Algorithm to Determine Cell Connections by Max Weng (22327159)

“…The integration of heuristic optimization and machine learning significantly enhances both speed and precision in astrocyte data analysis. Future work aims to generalize this algorithm for broader biological applications by training additional Cellpose models and adapting the A* framework.…”

The comparison of results from the proposed architecture and state-of-the-art algorithms on the UNSW-B15, NSL-KDD and KDDCUP’99 dataset. by Abdullah Asım Yılmaz (20715311)

Parameters of ML algorithms. by Md. Maeen Molla (20827041)

Geometric interpretation and data visualisation equivalent describing the DI algorithmic pipeline. by Borjan Milinkovic (21349908)

Data Sheet 1_Clinical validation of an artificial intelligence algorithm for classifying tuberculosis and pulmonary findings in chest radiographs.pdf by Thiago Fellipe Ortiz de Camargo (19460818)

“…</p>Methods<p>A retrospective study from January 2021 to July 2023 evaluated an algorithm with three independent models for Lung Abnormality, Radiological Findings, and Tuberculosis. …”

Comparison of different optimization algorithms. by Hang Zhao (143592)

Subjects:

Flow diagram of cuckoo search algorithm. by Muhammad Sadiq (9449915)

Subjects:

Parallel HSMM algorithm structure. by Andrew McDonald (2307400)

Subjects:

Comparative analysis of off-policy PPO algorithm and on-policy algorithm on the a) CSMAR and b) MorningStar datasets. by Cai Yuanqing (22513351)

Four example recordings analysed by the algorithm. by Andrew McDonald (2307400)

Subjects:

Flowchart of CNNBLSTM algorithm. by Guozhu Sui (21672798)

Subjects:

Performance of algorithms and clinician on clinical outcomes task. by Andrew McDonald (2307400)

Subjects:

Algorithmic experimental parameter design. by Chuanxi Xing (20141665)

“…The results of numerical simulations and sea trial experimental data indicate that the use of subarrays comprising 5 and 3 array elements, respectively, is sufficient to effectively estimate 12 source angles. …”

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

“…The goal of this paper is to examine several extensions to KGR/GPoG, with the aim of generalising them a wider variety of data scenarios. The first extension we consider is the case of graph signals that have only been partially recorded, meaning a subset of their elements is missing at observation time. …”

Feature selection using Boruta algorithm. by Shayla Naznin (13014015)

“…</p><p>Methods</p><p>Multiple machine learning (ML) algorithms were applied to data from the 2022 Bangladesh Demographic Health Survey, including Random Forest, Decision Tree, K-Nearest Neighbors, Logistic Regression, Support Vector Machine, XGBoost, LightGBM and Neural Networks. …”

K-shortest path algorithm, finding count, and OD algorithm. by Jin Ki Eom (21192426)

Neural network prediction of per-time heart sound categories. by Andrew McDonald (2307400)

Subjects:

Receiver operating characteristic curve for murmur detection algorithm. by Andrew McDonald (2307400)

Subjects: