Multi-Focus Image Fusion Based on Dual-Channel Rybak Neural Network and Consistency Verification in NSCT Domain by Ming Lv, Sensen Song, Zhenhong Jia, Liangliang Li, Hongbing Ma

“…These results clearly demonstrate the robustness and superiority of the proposed fusion framework in handling multi-focus image fusion tasks.…”
Get full text

Research on Path Planning Multiple Mobile Robots Based on the LAPGWO Algorithm by Wan Xu, Dongting Liu, Ao Nie, Junqi Wang, Shijie Liu

“…Given that the traditional optimization algorithm (GWO) often encounters problems like local optimum, and the convergence efficiency is not satisfactory in the path planning task of multiple mobile robots, an improved grey wolf optimization algorithm (LAPGWO) based on the combination of the logistic chaotic mapping and the artificial potential field method (APF) is proposed. …”
Get full text

Research on Fuzzy Decision-Making Method of Task Allocation for Ship Multiagent Collaborative Design by Jinghua Li, Yiying Wang, Boxin Yang, Qinghua Zhou, Feihui Yuan

“…Finally, through example verification and comparative analysis with the Round-Robin algorithm (RR) and the Weighted Round-Robin (WRR) algorithm, the validity, feasibility, and stability of the multidesign agent-task allocation decision-making method proposed in this paper are verified, and it is proved that the task allocation method takes the bilateral needs of the task and the design agent into account, solves the optimal allocation strategy of collaborative design tasks, and realizes the balanced allocation between the ship collaborative design task and the design agent.…”
Get full text

SLM-MATRIX: a multi-agent trajectory reasoning and verification framework for enhancing language models in materials data extraction by Xin Li, Zhixuan Huang, Shu Quan, Cheng Peng, Xiaoming Ma

“…Overall, SLM-MATRIX presents an effective approach for high-quality material information extraction in resource-constrained and offers new insights into structured scientific text understanding tasks.…”
Get full text

Power Quality 24 h Verification in Smart Load Scheduling Based on Differentiate, Deep, and Assembly Statistics in NWP Processing by Ladislav Zjavka

“…The main question is the first efficient algorithmising of load scheduling tasks and their consequent day-to-day verification in the proposed two-stage PQ irregularity reveling tool. …”
Get full text

DaGAM-Trans: Dual graph attention module-based transformer for offline signature forgery detection by Sara Tehsin, Ali Hassan, Farhan Riaz, Inzamam Mashood Nasir

“…Its outstanding performance, especially in reducing error rates and handling cross-linguistic signature variability, demonstrates its robustness and applicability for real-world biometric and forensic authentication tasks.…”
Get full text

TIBW: Task-Independent Backdoor Watermarking with Fine-Tuning Resilience for Pre-Trained Language Models by Weichuan Mo, Kongyang Chen, Yatie Xiao

“…We also design a comprehensive watermark verification process that evaluates task behavior consistency, quantified by the Watermark Embedding Success Rate (WESR). …”
Get full text

Molecular Docking, Bioinformatic Analysis, and Experimental Verification for the Effect of Naringin on ADHD: Possible Inhibition of GSK-3β and HSP90 by Hatem I. Mokhtar, Sawsan A. Zaitone, Karima El-Sayed, Rehab M. Lashine, Nada Ahmed, Suzan M. M. Moursi, Shaimaa A. Shehata, Afaf A. Aldahish, Mohamed A. Helal, Mohamed K. El-Kherbetawy, Manal S. Fawzy, Noha M. Abd El-Fadeal

Get full text

A heuristic mixed real-time task allocation of virtual utilization in multi-core processor by Hongbiao Liu, Mengfei Yang, Tingyu Wang, Chenghao Song, Shenghui Zhu, Xi Chen

“…In addition, we also develop a visual multi-core mixed task scheduling simulator RT-MCSS (open source) to facilitate the design and verification of multi-core scheduling for users. …”
Get full text

Enhancing Voice Spoofing Detection: A Hybrid Approach With VGGish-LSTM Model for Improved Security in Automatic Speaker Verification Systems by Komal Shahzad, Saima Farhan, Yasin-Ul-Haq, Rabia Sana, Salman Pathan

“…While previous transfer learning methodologies have essentially been applied to image classification tasks, our methodology focuses on voice classification. …”
Get full text

A Faster, Integrated, and Trusted Certificate Authentication and Issuer Validation System Based on Blockchain by Rojalina Priyadarshini, Rhishav Pandey, K. C. Ankit, Deepesh Bhandari, Birendra Khadka, Rabindra Kumar Barik, Manob Jyoti Saikia

“…A comparative analysis has been performed on similar types of tasks reported in the existing work performed on the same platform. …”
Get full text

Security, QoS and energy aware optimization of cloud-edge data centers using game theory and homomorphic encryption: Modeling and formal verification by Mbarek Marwan, Abdelkarim Ait Temghart, Said Ouhmi, Mohamed Lazaar

“…Second, a non-cooperative game theory model was formulated to examine the interactions between service providers, characterizing each edge as an M/M/1 system with an infinite queue. Through formal verification using rigorous mathematical reasoning, the suggested strategies for task offloading and resource allocation are shown to be effective in terms of security, quality of service (QoS), and energy consumption. …”
Get full text

A multi-task learning model for global soil moisture prediction based on adaptive weight allocation by Yeguang li, Haiying Liu, Tianshan Lv

“…This paper proposes an adaptive weight long short-term memory (AW-LSTM) model based on dynamic weight allocation, which dynamically optimizes the model by calculating the correlation coefficient $$p$$ between tasks. The experimental verification demonstrated that the AW-LSTM model exhibited the most accurate soil moisture prediction, with $$R$$ and $$R^2$$ values of 0.9456 and 0.8489, respectively. …”
Get full text

Research on Medical Text Parsing Method Based on BiGRU-BiLSTM Multi-Task Learning by Yunli Fan, Ruiqing Kang, Wenjie Huang, Lingyan Li

“…The verification results show that the accuracy of named entity recognition and intention recognition reaches 86% and 89%, respectively, which improves the performance of various tasks. …”
Get full text

IUR-Net: A Multi-Stage Framework for Label Refinement Tasks in Noisy Remote Sensing Samples by Yibing Xiong, Xiangyun Hu, Xin Geng, Lizhen Lei, Aokun Liang

“…Refining sample labels through manual verification is labor-intensive, especially for training large models. …”
Get full text

The Algorithm for Preparing a Set of Data for Teaching Neural Networks on the Example of the Task to Analyze the Radiological Images of Lungs by A. A. Kosareva

“…The greatest influence in solving the task of modality verification of modality was the choice of optimal values of the dynamic range. …”
Get full text

MECHANISM FOR DESIGNING COMPETENCE-ORIENTED TASKS IN VARIOUS ACADEMIC SUBJECTS AND REQUIREMENTS FOR ITS IMPLEMENTATION IN HIGHER EDUCATIONAL ESTABLISHMENTS by Natalya M. Zhukova, Petr F. Kubrushko, Marina V. Shingareva

“…The authors show the mechanism of designing a system of competence-oriented tasks in a subject matter, including the following stages: analytical and constructive, verification and implementation, control and correction. …”
Get full text

Generalized Score Comparison-Based Learning Objective for Deep Speaker Embedding by Min Hyun Han, Sung Hwan Mun, Nam Soo Kim

“…Experimental results demonstrate that the proposed method can boost the performance and make the system more robust to over-fitting in speaker verification tasks.…”
Get full text

The Sensitivity of Heatwave Climatology to Input Gridded Datasets: A Case Study of Ukraine by Oleg Skrynyk, Enric Aguilar, Caterina Cimolai

“…In this research, based on a case study of Ukraine, we (1) examined the sensitivity of heatwave (HW) climatology to input gridded data and (2) statistically compared HW metrics (such as duration, intensity, etc.) calculated from the gridded data against similar results derived from high-quality station time series. For the first task, we used a mini statistical ensemble of gridded datasets of the daily maximum air temperature (TX). …”
Get full text

Investigation of the optimal method for generating and verifying the Smartphone’s fingerprint: A review by Shikah J. Alsunaidi, Abdullah M. Almuhaideb

Get full text