Results 51 to 60 of about 532 (176)
XAI‐Driven Resilient Image Classification in the Presence of Adversarial Perturbations
IET Radar, Sonar &Navigation, Volume 19, Issue 1, January/December 2025.This study introduces expmax, a novel classifier based on explainable AI (XAI) principles, designed for multiclass classification using CNN architectures. expmax enhances resilience against adversarial samples by using SHAP‐based feature extraction and target mask area detection to focus on salient features while minimising distractions from background
Amir Hosein Oveis +3 more
wiley +1 more source
Random laminations and multitype branching processes
Electronic Communications in Probability, 2011 We consider multitype branching processes arising in the study of random laminations of the disk. We classify these processes according to their subcritical or supercritical behavior and provide Kolmogorov-type estimates in the critical case corresponding to the random recursive lamination process of [1].
Curien, Nicolas, Peres, Yuval
openaire +4 more sources
Advances in Astronomy, Volume 2025, Issue 1, 2025.To address the limitations of traditional navigation systems in lunar exploration missions regarding positioning accuracy and coverage, this study proposes a multi‐objective optimization framework for the Lunar Navigation Satellite System (LNSS) to support the lunar re‐exploration mission.
Xiao Chen +5 more
wiley +1 more source
On a Maximum Sequence in a Critical Multitype Branching Process
The Annals of Probability, 1992 The \(p\)-type (positively regular, non-singular) critical branching process, \(\{Z_ n\}\), is considered. Let \(v\) be the right eigenvector of the mean matrix corresponding to the eigenvalue 1 and let \(Y_ n\) be \(Z_ n\cdot v\), which is a martingale. It is the maximum sequence of this martingale that is studied. Specifically if \(M_ n=\max\{Y_ j: 0\
openaire +3 more sources
Logistics Distribution Path Optimization Considering Carbon Emissions and Multifuel‐Type Vehicles
Journal of Advanced Transportation, Volume 2025, Issue 1, 2025.With the development of a sustainable economy, higher requirements are put forward for logistics enterprises, which not only need to meet the requirements of profit growth but also to meet the need of sustainable development. A vehicle routing problem (VRP) optimization model considering carbon emissions and multifuel‐type vehicles (VRP‐CEMF) is ...
Chuanxiang Ren +8 more
wiley +1 more source
Random laminations and multitype branching processes, Elect
, 2011 We consider multitype branching processes arising in the study of random laminations of the disk. We classify these processes according to their subcritical or supercritical behavior and provide Kolmogorov-type estimates in the critical case ...
Yuval Peres, Nicolas Curien
core
IET Generation, Transmission &Distribution, Volume 18, Issue 24, Page 4245-4258, December 2024.Based on the goal of a low‐carbon economy, this study proposes a short‐term electric power and energy balance optimization scheduling model for low‐carbon bilateral demand response. The improved algorithm is used to predict load behaviour and optimize system scheduling to reduce carbon emissions under the condition of electric power and energy balance.
Juan Li, Yonggang Li, Huazhi Liu
wiley +1 more source
Polynucleotide Evolution and Branching Processes
, 1984 The theory of multitype branching processes is applied to the kinetics of polynucleotide replication. The results obtained are compared with the solutions of the deterministic differential equations from conventional chemical ...
Demetrius, L., Sigmund, K., Schuster, P.
core +1 more source
Deep learning methods for protein structure prediction
MedComm – Future Medicine, Volume 3, Issue 3, September 2024.This review provides an overview of traditional and modern methods for protein structure prediction and their characteristics and introduces the groundbreaking network features of the AlphaFold family model. We summarize the applications of different bioinformatics databases and various models based on deep learning architectures (convolutional neural ...
Yiming Qin +5 more
wiley +1 more source
Branching processes in biology
, 2015 This book provides a theoretical background of branching processes and discusses their biological applications. Branching processes are a well-developed and powerful set of tools in the field of applied probability.
Kimmel, Marek, Axelrod, David E
core +1 more source