Optimized Bayesian regularization-back propagation neural network using data-driven intrusion detection system in Internet of Things حسب Ashok Kumar K (21441108)

الموضوعات:

Quantitative experimental results of the present algorithm and other methods. حسب Tingting Liu (267387)

Fusion results of the proposed algorithm and other methods on Lytro-05. حسب Tingting Liu (267387)

Fusion results of the proposed algorithm and other methods on Lytro-05. حسب Tingting Liu (267387)

Fusion results of the proposed algorithm and other methods on Lytro-05. حسب Tingting Liu (267387)

Fusion results of the proposed algorithm and other methods on Lytro-01. حسب Tingting Liu (267387)

Pseudo-color results of our algorithm versus other methods on Lytro-05. حسب Tingting Liu (267387)

Pseudo-color results of our algorithm versus other methods on Lytro-05. حسب Tingting Liu (267387)

Pseudo-color results of our algorithm versus other methods on Lytro-01. حسب Tingting Liu (267387)

Pseudo-color results of our algorithm versus other methods on Lytro-05. حسب Tingting Liu (267387)

Event-driven data flow processing. 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. …"

UAV delivery routes in Phase 2. حسب Yingbo Mao (22522192)

Schematic diagram of cluster centers in Phase 1. حسب Yingbo Mao (22522192)

Initial vehicle delivery routes in Phase 3. حسب Yingbo Mao (22522192)

UK Biobank data wrangling statistics and results. حسب Simeone Marino (81051)

Flow diagram of the proposed model. حسب Uğur Ejder (22683228)

"…<div><p>Machine learning models are increasingly applied to assisted reproductive technologies (ART), yet most studies rely on conventional algorithms with limited optimization. This proof-of-concept study investigates whether a hybrid Logistic Regression–Artificial Bee Colony (LR–ABC) framework can enhance predictive performance in in vitro fertilization (IVF) outcomes while producing interpretable, hypothesis-driven associations with nutritional and pharmaceutical supplement use. …"

Experimental observation of gastruloids and shape quantification using LOCO-EFA. حسب Martijn A. de Jong (17896732)

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. …"

Nursery dataset related notes. حسب Xiaoxuan Wu (4455202)

"…In the experimental stage, this paper adopts the 2016 annual air quality data set of Beijing to verify the effectiveness of the unit point multi-information coding strategy in reducing the rule storage air, the effectiveness of mining the rules formed by the low frequency item set, and the effectiveness of combining the rule mining algorithm with the swarm intelligence optimization algorithm in terms of search time and convergence. …"

Process of chromosome selection. حسب Xiaoxuan Wu (4455202)

"…In the experimental stage, this paper adopts the 2016 annual air quality data set of Beijing to verify the effectiveness of the unit point multi-information coding strategy in reducing the rule storage air, the effectiveness of mining the rules formed by the low frequency item set, and the effectiveness of combining the rule mining algorithm with the swarm intelligence optimization algorithm in terms of search time and convergence. …"