An accurate approach to discriminate android colluded malware from single app malware using permissions intelligence by Roger Yiran Mawoh, Joan Beri Ali Wacka, Franklin Tchakounte, Claude Fachkha, Kolyang

“…The experimental findings highlight the following key insights: (i) Identification of the five most significant permission features for detecting colluding applications; (ii) Positive impact of smali file size and permission rates on classification performance; (iii) Superior performance of Random Forest with a ROC_AUC of 99.48% and LightGBM with 96.91% accuracy, 96.96% precision, 96.90% recall and 96.90% F1-score compared to other classifiers; (iv) Comparative analysis with previous research demonstrates that SigColDroid, despite utilizing fewer features, outperforms state-of-the-art approaches. …”
Get full text

Pathogenesis and clinical significance of atrial fibrillation in myocardial infarction by M. V. Zykov, O. L. Barbarash

“…Currently, there is no information in novel clinical guidelines on the importance of active detection of atrial fibrillation (AF) in myocardial infarction (MI), as well as on the management of such patients. …”
Get full text

CT-based radiomics integrated model for brain metastases in stage III/IV ALK-positive lung adenocarcinoma patients by Fen Wang, Caiyun Li, Shuke Li, Teng Zhang, Tongfu Yu, Wei Zhang, Jing He, Mei Yuan, Wen Gao

“…The DeLong test and Decision curve analysis (DCA) were utilized to evaluate performance of three models. …”
Get full text

Machine learning based identification of anoikis related gene classification patterns and immunoinfiltration characteristics in diabetic nephropathy by Jing Zhang, Lulu Cheng, Shan Jiang, Duosheng Zhu

“…After that, receiver operating characteristic (ROC) analysis was employed to assess the diagnostic accuracy of each gene and the real-time quantitative polymerase chain reaction (RT-qPCR) was adopted to quantitatively detect the expression of biomarkers in DN cell models. …”
Get full text

Comparison of sarcopenia screening indices using serum creatinine and cystatin C in metabolic dysfunction-associated steatotic liver disease by Inyoung Hwang, Shi-Ra Lee, Shi-Ra Lee, Yun Kim, Sang Won Lee, Sang Won Lee

“…Receiver Operating Characteristic (ROC) curve analysis was used to evaluate the discriminative ability of these serum indices for detecting low SMI. …”
Get full text

A Machine-Learning-Based Data Science Framework for Effectively and Efficiently Processing, Managing, and Visualizing Big Sequential Data by Alfredo Cuzzocrea, Islam Belmerabet, Abderraouf Hafsaoui, Carson K. Leung

“…For example, people gain a better understanding of disease by analyzing and mining disease statistics, which can inspire them to participate in disease prevention, detection, control, and combat. Visual representation further improves data understanding and corresponding results for analysis and mining, as a picture is worth a thousand words. …”
Get full text

Impact of Mother Wavelet Choice on Fast Wavelet Transform Performances for Integrated ST Segment Monitoring by Béatrice Guénégo, Caroline Lelandais-Perrault, Emilie Avignon-Meseldzija, Gérard Sou, Philippe Bénabès

“…The ST segment of an ECG signal is a feature that changes in the event of cardiac ischemia, a condition that is an early warning sign of myocardial infarction. …”
Get full text

The role of CEUS in diagnosing tuberculous abscess of the right diaphragm by Wenzhi Zhang, Xiulei Yu, Jun Li, Lingling Wang, Jie Chu

“…Methods A retrospective analysis was conducted on 33 patients with right TDA confirmed via surgery and biopsy. …”
Get full text

Heuristic machine learning approaches for identifying phishing threats across web and email platforms by Ramprasath Jayaprakash, Krishnaraj Natarajan, J. Alfred Daniel, Chandru Vignesh Chinnappan, Jayant Giri, Hong Qin, Hong Qin, Saurav Mallik, Saurav Mallik

“…Above all, the proposed techniques for email phishing detection obtain a higher accuracy of 97.4%. In addition, the proposed technique for website phishing detection has a better accuracy of 98.1%, and 48 features are used for analysis.…”
Get full text

Fractal Dimension Based on Morphological Covering for Ground Target Classification by Kai Du, Xiang Fang, Wei-ping Zhang, Kai Ding

Get full text

On the electron agyrotropy during rapid asymmetric magnetic island coalescence in presence of a guide field by E. Cazzola, M. E. Innocenti, M. V. Goldman, D. L. Newman, S. Markidis, G. Lapenta

“…Abstract We present an analysis of the properties of the electron velocity distribution during island coalescence in asymmetric reconnection with and without guide field. …”
Get full text

Towards a phonetic history of the voices of Spanish poets by Valentina Colonna, Antonio Pamies Bertrán, Stefano Damato

“…These include variation as a consistent element among authors and within a single author, enabling the detection of main features and sub-groups; common features marking a global grouping; and the possible variety and criticism of clusters, revealing the complexity of this speech and the effectiveness of our model to describe it. …”
Get full text

Proteomic insights into early pancreatic ductal adenocarcinoma biology and screening by Yue Huang, Chengzhi Sun, Xiangyuan Gao, Siqi Zhai, Guosheng Wang, Fan Zhang

“…In response to this need, we conducted a paired design study employing differential protein analysis, Mendelian randomization (MR), and single-cell analysis to identify distinctive features associated with early-stage PDAC (E-PDAC). …”
Get full text

Automated Localization and Classification of Expressway Pole-Like Road Facilities from Mobile Laser Scanning Data by Tran Thanh Ha, Taweep Chaisomphob

“…Second, the pole-like objects are extracted using horizontal cross section analysis and minimum vertical height criteria. Finally, a set of knowledge-based rules, which comprise height features and geometric shape, is constructed to classify the detected road poles into different types of road facilities. …”
Get full text

DEVELOPMENT OF CRITERIA FOR EVALUATION OF THE FORMATION OF PROFESSIONALLY SIGNIFICANT LEADERSHIP QUALITIES AMONG STUDENTS OF PEDAGOGICAL COLLEGE by N. V. Kubarkova

“…The second one, abilities and individual features, their manifestation and development are considered from the standpoint of systemogenesis of professional activity. …”
Get full text

Family foci of HDV infection in the Republic of Sakha (Yakutia) by O. M. Zamorshchikova, S. S. Sleptsova, S. S. Sleptsov

“…There was conducted an analysis of case histories of patients with chronic hepatitis D, including those from family foci of HDV infection (n = 13). …”
Get full text

A tectonically driven 60 million-year biogeochemical redox cycle paces marine biodiversity by Slah Boulila, Shanan E. Peters, R. Dietmar Müller, Andrew Zaffos, Juraj Farkaš, Bilal U. Haq

“…Here we use time-series analysis and correlation of empirical and model datasets of Earth’s interior and surficial processes to demonstrate that this cycle is a pervasive feature in marine animal genus-level diversity data that dominates in the Paleozoic Era. …”
Get full text

Switched CMOS current source compared to enhanced Howland circuit for bio-impedance applications by da Silva Pablo Dutra, Filho Pedro Bertemes

“…Bio-impedance Spectroscopy (BIS) is a technique that allows tissue analysis to diagnose a variety of diseases, such as medical imaging, cancer diagnosis, muscle fatigue detection, glucose measurement, and others under research. …”
Get full text

Investigation on potential bias factors in histopathology datasets by Farnaz Kheiri, Shahryar Rahnamayan, Masoud Makrehchi, Azam Asilian Bidgoli

“…The analysis was conducted on two cutting-edge DNN models: KimiaNet, a state-of-the-art DNN trained on TCGA images, and the self-trained EfficientNet. …”
Get full text

A novel fusion of Sentinel-1 and Sentinel-2 with climate data for crop phenology estimation using Machine Learning by Shahab Aldin Shojaeezadeh, Abdelrazek Elnashar, Tobias Karl David Weber

“…We proposed a thorough feature selection analysis to find the best combination of RS and climate data to detect phenological stages. …”
Get full text