Construction and application of near-infrared spectroscopy analysis model for peanut quality traits by Hairong CAI, Wenjing SONG, Jianben LIN, Jiawei LIU, Yuanyuan GUO, Bowen LI, Haiyang YANG, Jiayi LU, Hanfeng SHI, Jiankuan WANG, Fangming LI, Tao GUO

“…(peanut), provide an efficient and convenient identification method for screening of peanut quality trait mutants, shorten the breeding process, and improve the breeding efficiency. …”
Get full text

An Enhanced and Lightweight YOLOv8-Based Model for Accurate Rice Pest Detection by Guisuo Liu, Juxing Di, Qing Wang, Yan Zhao, Yang Yang

“…The results validate that the proposed model is not only effective and efficient but also robust and lightweight, making it a promising solution for rice pest detection and offering valuable support for pest management in precision agriculture.…”
Get full text

AITP-YOLO: improved tomato ripeness detection model based on multiple strategies by Wenyuan Huang, Wenyuan Huang, Yiran Liao, Peiling Wang, Ziao Chen, Ziao Chen, Ziqi Yang, Ziqi Yang, Lijia Xu, Jiong Mu, Jiong Mu

“…IntroductionThis paper offers a multi-scale AITP-YOLO model, based on the enhanced YOLOv10s model, to address the challenges of difficult identification and frequent misdetection of tomatoes, facilitating ripeness detection under realistic conditions.MethodsA four-head detector incorporates a small target detection layer, enhancing the model's capacity to identify small targets. …”
Get full text

Harnessing pre-trained models for accurate prediction of protein-ligand binding affinity by Jiashan Li, Xinqi Gong

“…Additionally, the model achieves over 95% in classification ROC for binding site identification, underscoring its high accuracy in pinpointing protein-ligand interaction regions. …”
Get full text

ASHM-YOLOv9: A Detection Model for Strawberry in Greenhouses at Multiple Stages by Yan Mo, Shaowei Bai, Wei Chen

“…We propose an improved multistage identification model for strawberry based on the YOLOv9 algorithm—the ASHM-YOLOv9 model. …”
Get full text

A Quasiphysics Intelligent Model for a Long Range Fast Tool Servo by Qiang Liu, Xiaoqin Zhou, Jieqiong Lin, Pengzi Xu, Zhiwei Zhu

“…All the results verify the efficiency and superiority of the proposed modeling and identification approaches.…”
Get full text

An Intelligent Diagnosis and Fault Detection Model Based on Fuzzy Logic for Photovoltaic Panels by Marah Bacha, Amel Terki, Rabiaa Houili

“…Consequently, there exists a pressing need for dedicated scrutiny and scholarly investigation into the identification and diagnosis of defects within these systems, aiming for swift identification and rectification of failures in PV stations. …”
Get full text

Multiclass weed and crop detection using optimized YOLO models on edge devices by Arjun Upadhyay, Sunil G C, Samriddha Das, Joseph Mettler, Kirk Howatt, Xin Sun

“…The lightweight optimized YOLO models demonstrated a balance between accuracy and efficiency while achieving good performance in object detection and maintaining fast inference speeds. …”
Get full text

A Data-Driven Observer for Wind Farm Power Gain Potential: A Sparse Koopman Operator Approach by Yue Chen, Bingchen Wang, Kaiyue Zeng, Lifu Ding, Yingming Lin, Ying Chen, Qiuyu Lu

“…Active wake control (AWC) strategies, such as yaw-based wake steering, offer significant potential for power generation increase but require predictive models that are both accurate and computationally efficient for real-time implementation. …”
Get full text

Political Characteristics of the Modern Model of the Russian State Corporatism: Government and Corporate Structures by A. E. Kostin

“…The author has set as his goal the identification of significant political features in state corporate structures reflecting the existing model of state corporatism in the political space ofRussia. …”
Get full text

Optimization of Flight Scheduling in Urban Air Mobility Considering Spatiotemporal Uncertainties by Lingzhong Meng, Minggong Wu, Xiangxi Wen, Zhichong Zhou, Qingguo Tian

Get full text

Multi task detection method for operating status of belt conveyor based on DR-YOLOM by Yongan LI, Tengjie CHEN, Hongwei WANG, Zhihao ZHANG

Get full text

New Inference Procedures for Semiparametric Varying-Coefficient Partially Linear Cox Models by Yunbei Ma, Xuan Luo

“…In biomedical research, one major objective is to identify risk factors and study their risk impacts, as this identification can help clinicians to both properly make a decision and increase efficiency of treatments and resource allocation. …”
Get full text

A model workflow for microfluidic enrichment and genetic analysis of circulating melanoma cells by Cristina Poggiana, Alessandro Francesco Piazza, Cristina Catoni, Ilaria Gallingani, Luisa Piccin, Stefania Pellegrini, Vittorio Aneloni, Valentina Salizzato, Jacopo Pigozzo, Alessio Fabozzi, Antonella Facchinetti, Chiara Menin, Paolo del Fiore, Simone Mocellin, Vanna Chiarion-Sileni, Antonio Rosato, Maria Chiara Scaini

Get full text

Recognition of Industrial Spare Parts Using an Optimized Convolutional Neural Network Model by Chandralekha Mohan, Takfarinas Saber, Priyadharshini Jayadurga Nallathambi

“…The proposed model demonstrated efficiency in spare parts recognition and achieved the highest accuracy compared to state-of-the-art image recognition models.…”
Get full text

A Model For Optimization of Knowledge Management Outsourcing Decision Using Genetic Algorithm by Ameneh Khadivar, Fatemeh Abbasi, Sheyda Akbarian

“…Purpose: The purpose of this study is to develop an optimization model for knowledge management outsourcing using a genetic algorithm. …”
Get full text

Measurement and evolution of government attention to the health industry in China based on the BERTopic model. by Jian Jin, Hongbin Du, Zhaoyu Liu

“…Rule matching in an ambiguous dictionary, which is expanded by utilizing the word2vec model, is to achieve accurate identification of unclassified topics. …”
Get full text

Malicious traffic prediction model for ResNet based on Maple-IDS dataset. by Qingfeng Li, Boyu Wang, Xueyan Wen, Yuao Chen

“…Furthermore, the residual network accelerates convergence speed, enhances the model's expressive capability, and improves the efficiency of rapid response to attacks. …”
Get full text

Balancing Complexity and Performance in Convolutional Neural Network Models for QUIC Traffic Classification by Giovanni Pettorru, Matteo Flumini, Marco Martalò

“…The upcoming deployment of sixth-generation (6G) wireless networks promises to significantly outperform 5G in terms of data rates, spectral efficiency, device densities, and, most importantly, latency and security. …”
Get full text

Removal of microplastics by algal biomass from aqueous solutions: performance, optimization, and modeling by Fatemeh Lotfigolsefidi, Mojtaba Davoudi, Maryam Sarkhosh, Ziaeddin Bonyadi

Get full text