Data_Sheet_1_A Data-Driven Framework for Identifying Intensive Care Unit Admissions Colonized With Multidrug-Resistant Organisms.docx حسب Çaǧlar Çaǧlayan (12253934)

"…</p>Materials and Methods<p>Leveraging data from electronic healthcare records and a unique MDRO universal screening program, we developed a data-driven modeling framework to predict MRSA, VRE, and CRE colonization upon intensive care unit (ICU) admission, and identified the associated socio-demographic and clinical factors using logistic regression (LR), random forest (RF), and XGBoost algorithms. …"

Confusion matrix. حسب Yixian Wen (12201388)

"…Subsequently, we implement an optimal binary tree decision-making algorithm, grounded in dynamic programming, to achieve precise allocation of elastic resources within data streams, significantly bolstering resource utilization. …"

Parameter settings. حسب Yixian Wen (12201388)

"…Subsequently, we implement an optimal binary tree decision-making algorithm, grounded in dynamic programming, to achieve precise allocation of elastic resources within data streams, significantly bolstering resource utilization. …"

Dynamic resource allocation process. حسب Yixian Wen (12201388)

"…Subsequently, we implement an optimal binary tree decision-making algorithm, grounded in dynamic programming, to achieve precise allocation of elastic resources within data streams, significantly bolstering resource utilization. …"

An exemplar procedure for activity flow modeling based on the direct and shortest paths at a network density of 15%. حسب Zhengdong Wang (35299)

The data processing and analysis pipeline. حسب Xin Zhang (35492)

Testing results for classifying AD, MCI and NC. حسب Nicodemus Songose Awarayi (18414494)

Summary of existing CNN models. حسب Nicodemus Songose Awarayi (18414494)

Thesis-RAMIS-Figs_Slides حسب Felipe Santibañez-Leal (10967991)

"…In this direction, the option of estimating the statistics of the model directly from the training image (performing a refined pattern search instead of simulating data) is a very promising.<br><br>Finally, although the developed concepts, ideas and algorithms have been developed for inverse problems in geostatistics, the results are applicable to a wide range of disciplines where similar sampling problems need to be faced, included but not limited to design of communication networks, optimal integration and communication of swarms of robots and drones, remote sensing.…"

Contextual Dynamic Pricing with Strategic Buyers حسب Pangpang Liu (18886419)

"…This underscores the rate optimality of our policy. Importantly, our policy is not a mere amalgamation of existing dynamic pricing policies and strategic behavior handling algorithms. …"

Summary of LITNET-2020 dataset. حسب Asmaa Ahmed Awad (16726315)

SHAP analysis for LITNET-2020 dataset. حسب Asmaa Ahmed Awad (16726315)

Comparison of intrusion detection systems. حسب Asmaa Ahmed Awad (16726315)

Parameter setting for CBOA and PSO. حسب Asmaa Ahmed Awad (16726315)

NSL-KDD dataset description. حسب Asmaa Ahmed Awad (16726315)

The architecture of LSTM cell. حسب Asmaa Ahmed Awad (16726315)

The architecture of ILSTM. حسب Asmaa Ahmed Awad (16726315)

Parameter setting for LSTM. حسب Asmaa Ahmed Awad (16726315)

LITNET-2020 data splitting approach. حسب Asmaa Ahmed Awad (16726315)

Transformation of symbolic features in NSL-KDD. حسب Asmaa Ahmed Awad (16726315)