Results 1 to 10 of about 88,634 (286)

Interpretable Ensemble-Based Intrusion Detection Using Feature Selection on the ToN_IoT Dataset

JISA (Jurnal Informatika dan Sains)
With With the rapid growth of IoT, securing interconnected devices against cyber threats has become critical. IoT datasets such as ToN-IoT are often high-dimensional, which poses challenges for efficient and accurate intrusion detection.
Vaman Shakir Sulaiman, Firas Mahmood Mustafa   +1 more
doaj   +1 more source

Development and implementation of Shuttle/IUS proximity operations flight design software [PDF]

The High Fidelity Relative Motion Program (HFRMP), a trajectory/attitude numerical integration program, was developed and implemented on the MPAD HP-9825A desk top computer systems. A solar and a lunar ephemeris is included in the HFRMP along with models
Wilson, S. W.
core   +1 more source

Traditional architectural styles in Northwest Henan: a machine learning analysis of influencing factors

Journal of Asian Architecture and Building Engineering
As a significant component of traditional Chinese architectural culture, the architectural styles of northwest Henan embody profound historical, cultural, and artistic values.
Tianxi Lu, Siti Sarah Herman, Nor Atiah Ismail   +2 more
doaj   +1 more source

Quantitative color fundus photography parameters as potential biomarkers of axial length progression: evidence from a machine learning cohort study

Frontiers in Cell and Developmental Biology
PurposeEarly identification of children at risk for accelerated axial elongation is essential for implementing timely myopia control strategies. Quantitative parameters derived from color fundus photography (CFP) may capture subtle structural and ...
Zixun Wang, Feifei Han, Xiaoling Zhang, Xiaoling Zhang, Jingjie Ding, Jingtao Yu, Xueshuo Xie, Zhiqing Li, Bei Du, Ruihua Wei   +9 more
doaj   +1 more source

Predicting the operational carbon emissions of urban community service units by using a two-stage explainable machine learning method: a case study in Nanjing, China

Journal of Asian Architecture and Building Engineering
Low-carbon community development is fundamental to urban sustainability. With accelerating urbanization, the growing demand for community services which occur in non-residential units (e.g.
Jiashu Zhang, Jingfeng Yuan, Shu Su, Shenghua Zhou, Jianli Hao, Qiushi Fang   +5 more
doaj   +1 more source

Digital risk perception among middle-aged and older adults in China: a perspective from mobile phone dependence within the I-PACE model

Frontiers in Psychiatry
IntroductionThe digital inclusion of middle-aged and older adults, while socially beneficial, exposes this population with relatively lower digital literacy to increased cybersecurity risks.
Ying Lu, Ying Lu, Rou Zhang, Weihui Dai
doaj   +1 more source

Explainable DDoS Detection with a CNN-LSTM Hybrid Model and SHAP Interpretation

Jurnal RESTI (Rekayasa Sistem dan Teknologi Informasi)
The rising frequency and complexity of Distributed Denial of Service (DDoS) attacks pose a severe threat to network security. This study aims to develop an effective and interpretable DDoS detection framework using a hybrid deep learning approach.
Amali Amali, Anggi Muhammad Rifa'i, Edy Widodo, Ahmad Turmudi Zy, Dhani Ariatmanto   +4 more
doaj   +1 more source

Prediction of concentrated drainage water quality in cooling tower by interpretable machine learning model

Gongye shui chuli
Taking the circulating cooling water system of a certain power plant as the research object, an integrated prediction model based on “concentration ratio + influent water quality + effluent water quality” was constructed.
WAN Yongjie, ZHANG Ying, TONG Peng, TIAN Xing, HE Hanhua, CHEN Zhenguo, WANG Xiaojun   +6 more
doaj   +1 more source

Interpretable artificial intelligence for predicting blood transfusion after surgery for femoral shaft fractures: A retrospective analysis

Indian Journal of Anaesthesia
Background and Aims: Blood transfusions are often necessary in the surgical repair of orthopaedic fractures. However, these transfusions are associated with significant morbidity.
Rameshbabu Manyam, Puneet Gupta, Pengfei Lou, Rui Guo, Andrew Carro, Eric R. Heinz   +5 more
doaj   +1 more source

Feature representation for explainable CRISPR off-target prediction and base editing efficiency

Frontiers in Bioinformatics
IntroductionThe interaction between guide RNAs (gRNAs) and target DNA sequences is a critical factor in the effectiveness of CRISPR/Cas9 (Clustered Regularly Interspaced Short Palindromic Repeats/CRISPR-associated protein 9) gene editing.
Faiza Hasin, Faiza Hasin, Michele Minervini, Corrado Mencar, Corrado Mencar, Giuseppe Ventrella, Arianna Consiglio, Alessandro Orro, Tommaso Selmi   +8 more
doaj   +1 more source