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

Flowchart of DQN algorithm. حسب Jiandong Qiu (20389944)

Cell-TRACTR detects cells in the first frame at time t 0. Object queries predicted to be a “cell” are converted to track queries. For Track Group Denoising (TGD), random noise is a... حسب Owen M. O’Connor (11965460)

الموضوعات:

Cells are initially detected in frame t₀ and then tracked to frame t₁. Object queries are processed in the first layer of the decoder for object detection. In... حسب Owen M. O’Connor (11965460)

الموضوعات:

Example illustrating how object and track queries interact using an attention map processed by Cell-TRACTR across two subsequent frames. The schematic displays the actual output al... حسب Owen M. O’Connor (11965460)

الموضوعات:

Risk element category diagram. حسب Yao Hu (3479972)

"…This article used these data to establish an LSTM model, which trained LSTM to identify potential risks and provide early warning by learning patterns and trends in historical data. It then handed over the new data to the trained LSTM model for risk assessment and prediction, grading and warning of risks. …"

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

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

Comparison of federated learning algorithms. حسب Duy-Dong Le (22057362)

Heatmap illustrating which multi-scale feature pixels were classified as “cell” by query selection. This data was collected by processing the full test set for the DeepCell dataset... حسب Owen M. O’Connor (11965460)

الموضوعات:

City driving speed query results. حسب Meilin Zhu (688698)

Machine Learning Models for Efficient Property Prediction of ABX₃ Materials: A High-Throughput Approach حسب Soundous Touati (20282599)

الموضوعات:

Machine Learning Models for Efficient Property Prediction of ABX₃ Materials: A High-Throughput Approach حسب Soundous Touati (20282599)

الموضوعات:

Machine Learning Models for Efficient Property Prediction of ABX₃ Materials: A High-Throughput Approach حسب Soundous Touati (20282599)

الموضوعات:

The segmentation process of this new algorithm. حسب Niu Meng (22032810)

"…To address the above problems, a new color segmentation algorithm for printed fabrics is proposed by integrating the self-organizing mapping network (SOM) in adaptive neural network and the density peak clustering algorithm. …"

Algorithm Performance Contour Map for Learning Factors. حسب Wenqin Wang (129400)

Number of tweets collected per query and type. حسب Sylvia Iasulaitis (8301189)

The performance matrix of different machine learning algorithms. حسب Ahmad M. Al-Omari (20460931)

Machine learning prediction algorithm flow chart. حسب Ahmad M. Al-Omari (20460931)

Elements: A Sustainable, Resource-Efficient Cyberinfrastructure for Notebook Interactive ML Training Workloads حسب Yue Cheng (22087328)