Comprehensive data aleatory uncertainty propagation in regression random forest using a Monte Carlo approach: a struggle with incomplete data provision using a case study on probab... by Hendrik Paasche, Ségolène Dega, Martin Schrön, Peter Dietrich, Peter Dietrich

“…Additionally, we sketch how existing uncertainty classification schemes could help data providers deliver quantified uncertainties with their data, enabling users to more accurately assess and report uncertainties in their derived data products.…”
Get full text

Driver-Car Interaction and Safety Conference 2023 by Editorial, Foreword

“… DCIS 2023 built on previous successful Driver-Car Interaction and Safety Conferences and represented a continuity in a good tradition of sharing actualities of research and industry in the area of driver safety and issues of human-machine interaction. The trending topic of this year's conference was connected to autonomous and sustainable transport, smart cities, personal mobility and logistics. …”
Get full text

Modeling, control and stabilization of virtual synchronous generator in future power electronics-dominated power systems: A survey of challenges, advances, and future trends by Chang Li, Yaqian Yang, Xun Mao, Xinhua Xiong, Tomislav Dragicevic

“…Particularly, a comprehensive classification on the topics of modeling approaches, control methods, and stabilization of VSG system are extensively discussed. …”
Get full text

Deepfake Detection Method Integrating Multiple Parameter-Efficient Fine-Tuning Techniques by ZHANG Yiwen, CAI Manchun, CHEN Yonghao, ZHU Yi, YAO Lifeng

“…Existing methods for deepfake detection commonly suffer from issues including poor cross-compression robustness, weak cross-dataset generalization, and high model training overheads. …”
Get full text

Current Topics on the Integration of Artificial Intelligence in the Histopathological and Molecular Diagnosis of Uveal Melanoma by Serena Salzano, Giuseppe Broggi, Andrea Russo, Teresio Avitabile, Antonio Longo, Rosario Caltabiano, Manuel Mazzucchelli

“…AI contributes to more accurate tumor classification, assists in planning treatments, and improves the prediction of the prognostic indicators and molecular characteristics of the tumor. …”
Get full text

Federated two-stage transformer-based network for intrusion detection in non-IID data of controller area networks by Yuan Zhang, Jiaru Song, Yongxiong Sun, Zhanheng Gao, Zhe Hu, Minghui Sun

“…The subsequent stage is a multi-class classifier, which is employed for the classification of attack types. The entire architecture is based on an Encoder-only Transformer network with a multi-head self-attention mechanism. …”
Get full text

A Systematic Review of Family and Media Research (With Emphasis on Virtual Social Networks, Cinema, and Television( by Seyed javad Hosseini, hassan bashir, mozhgan oroji

“…This research aims to categorize issues and offer suggestions for addressing gaps in research or media policy-making. …”
Get full text

PAUCITY OF INTRAHEPATIC BILE DUCTS by O. E. Iryshkin, I. M. Iljinsky, O. M. Tsirulnikova

“…The review contains terminological issues, the description of the classification and the morphological characteristic, the dif- ferences of syndromatic and nonsyndromatic forms of paucity of intrahepatic bile ducts, and also the description of principles of differential diagnosis of paucity of intrahepatic bile ducts and biliary atresia.…”
Get full text

Copula entropy regularization transformer with C2 variational autoencoder and fine-tuned hybrid DL model for network intrusion detection by Srinivas Akkepalli, Sagar K

“…In cyber security, Intrusion Detection Systems (IDS) act as a network security tool, in which computational complexity and dynamic IDS detection issues are observed by conventional studies. In this paper, a novel Copula Entropy Regularization Transformer withC2 variational autoencoder and Fine-tuned Hybrid Deep Learning (DL) model is introduced for Network Intrusion Detection. …”
Get full text

LIFE-LONG EDUCATION AS A RESOURCE TO OVERCOME THE PSYCHOLOGICAL BARRIERS IN THE PROCESS OF PROFESSIONAL DEVELOPMENT OF THE INDIVIDUAL by Elvira E. Symanyuk, Irina V. Deviatovskaja

“…The authors used theoretical methods of research – analysis of the literature on the study, the synthesis of the conceptual issues of the classification. The paper presents an analysis of the Russian and foreign theories on the origin and development of psychological barriers. …”
Get full text

Understanding user’s identifiability on social media: a supervised machine learning and self-reporting investigation by Xi Chen, Hao Ding, Jian Mou, Yuping Zhao

“…This study provides insights into the development of privacy protection strategies based on social media data classification.…”
Get full text

Assessing the allergenic potential of urban green spaces using orthoimagery and airborne LiDAR data by Jinzhou Wu, Robbe Neyns, Markus Münzinger, Frank Canters

“…Over the past decades, pollen allergy has become one of the most widespread public health issues. The number of individuals having allergies to pollen has dramatically increased, especially in urban and industrial areas. …”
Get full text

Conflict evidence combination rule based on multi-dimensional weighted evidence optimization method and its applications in pattern recognition by Fuhai Xi, Mengli Mei, Shi Yang, Hang Guo, Min Yu

“…This paper proposes an innovative conflict evidence combination rule based on a multi-dimensional weighted evidence optimization method to address this issue. First, systematic indicator classification and coefficient of variation analysis are conducted to rigorously select key conflict evaluation metrics. …”
Get full text

Graph-informed convolutional autoencoder to classify brain responses during sleep by Sahar Zakeri, Somayeh Makouei, Sebelan Danishvar

“…In this paper, we present a robust sleep state (SlS) classification algorithm utilizing electroencephalogram (EEG) signals. …”
Get full text

REGULATION OF THE LENDING MARKET AND PROSPECTS OF FINANCIAL SECTOR STABILIZATION IN UKRAINE by R. Sodoma, H. Cherevko, І. Krupiak, H. Andrusiak, I. Brodska, T. Shmatkovska

“… Abstract. Current issues of non-bank lending by financial companies and the vision of the future regulation of their activities outline in detail the developments set out in this article. …”
Get full text

Advanced Support Vector Machine- (ASVM-) Based Detection for Distributed Denial of Service (DDoS) Attack on Software Defined Networking (SDN) by Myo Myint Oo, Sinchai Kamolphiwong, Thossaporn Kamolphiwong, Sangsuree Vasupongayya

“…The biggest issue of SDN vulnerabilities is Distributed Denial of Service (DDoS) attack. …”
Get full text

The risk of new-onset diabetes in antidepressant users - A systematic review and meta-analysis. by Virginio Salvi, Ilaria Grua, Giancarlo Cerveri, Claudio Mencacci, Francesco Barone-Adesi

“…However, some methodological issues make the interpretation of these results difficult. …”
Get full text

A Systematic Approach to Enhancing ISO 26262 With Machine Learning-Specific Life Cycle Phases and Testing Methods by Padma Iyenghar, Emil Gracic, Gregor Pawelke

“…While ISO/DPAS 8800 provides an approach for developing AI systems that meet some safety properties, it does not provide a mapping concept for ASIL classification of ML systems. Furthermore, given the complexity of ML techniques in automotive systems, issues such as interpretability—critical for transparency and accountability—along with robustness and uncertainty handling, pose significant challenges that are not fully addressed by ISO 26262 and ISO/DPAS 8800. …”
Get full text

Artificial Intelligence in Diagnosis of Heart Failure by Yuji Xie, Linyue Zhang, Wei Sun, Ye Zhu, Zisang Zhang, Leichong Chen, Mingxing Xie, Li Zhang

“…These challenges include issues related to its classification, the identification of specific phenotypes, and the assessment of disease severity. …”
Get full text

Interactions culturelles et enjeux éthiques dans le tourisme : cas des charmeurs de serpents sur la place Jemaa el-Fna à Marrakech (Maroc) by Abdellah Bouazza, Laura Jannot, Thomas Lahlafi

“…The aim of this second classification is to safeguard the heritage and activities of the square, which is the beating heart of Marrakech, Morocco's leading tourist destination. …”
Get full text