Classification of Exoplanetary Light Curves Using Artificial Intelligence by Leticia Flores-Pulido, Liliana Ibeth Barbosa-Santillán, Ma. Teresa Orozco-Aguilera, Bertha Patricia Guzman-Velázquez

“…The BAPANN achieved a minimum error rate of 0.1559 and exhibited efficient learning, requiring an average of 29 epochs. …”
Get full text

BLTTNet: feature fusion based on BiLSTM-Transfomer-TCN for prediction of remaining useful life of aircraft engines by Yixu Yang, Xiaoying Su, Chaoyong Wang, Hongxi Liu, Kunhao Fu, Tao Xie, Zishuo Zhang

“…In this study, we propose a RUL prediction network named BLTTNet with enhanced feature extraction ability to address these difficulties. We utilize the efficient implicit feature extraction capability of BiLSTM to represent high-dimensional features. …”
Get full text

Increased Antioxidant Performance of Lignin by Biodegradation Obtained from an Extract of the Mushroom <i>Pleurotus eryngii</i> by Tania Petraglia, Tiziana Latronico, Antonietta Pepe, Aniello Crescenzi, Grazia Maria Liuzzi, Rocco Rossano

“…These results suggest that the enzymatic degradation of lignin represents an efficient and ecofriendly approach to obtain lignin derivatives potentially useful for antioxidant applications.…”
Get full text

Design of a Modular Wall-Climbing Robot with Multi-Plane Transition and Cleaning Capabilities by Boyu Wang, Weijian Zhang, Jianghan Luo, Qingsong Xu

“…It provides a new approach for wall-climbing robots to collaborate during wall transitions through a quick attachment-and-disassembly device and an efficient wall detection method.…”
Get full text

Digital Twin-Driven Virtual–Real Hybrid Framework Based on Parameter Identification for Bearing Thermal Prediction by Yu Wang, Qingbin Tong, Luqiang Yang, Junci Cao, Jiang Cao

“…To address the time-varying and ambiguous parameters, an efficient Nutcracker Optimization Algorithm (NOA)-based identification mechanism is introduced to dynamically calibrate the virtual thermal model, overcoming the limitations of static modeling and data isolation inherent in conventional thermal analysis methods. …”
Get full text

Dynamic Three-Dimensional Surface Reconstruction Approach for Continuously Deformed Objects by Jianhua Wang, Yanxi Yang, Yuguo Zhou

“…For dynamic three-dimensional (3-D) surface reconstruction of continuously deformed objects, an efficient method employing one fringe pattern is proposed. …”
Get full text

Exploration of lead accumulation and tolerance mechanism in bhringraj grown in a free-floating culture system by S Lekshmi, U S Lekshmi, R Nandana, Mohan Nandhana, BS Sreehari, Chandran S Smitha

“…It uses the plant’s innate ability to absorb, stabilize, and detoxify heavy metals. …”
Get full text

Mitigating Multicollinearity in Induction Motors Fault Diagnosis Through Hierarchical Clustering-Based Feature Selection by Bassam A. Hemade, Sabbah Ataya, Attia A. El-Fergany, Nader M. A. Ibrahim

“…These findings highlight the ability of AHC to handle complex fault scenarios, which offer a more efficient and generalized fault diagnosis model compared to ensemble methods-based feature selection.…”
Get full text

Topological analysis and predictive modeling of amino acid structures with implications for bioinformatics and structural biology by Huili Li, Anisa Naeem, Shamaila Yousaf, Adnan Aslam, Fairouz Tchier, Keneni Abera Tola

“…The findings reveal novel insights into the structural determinants of amino acid properties and present efficient predictive models for various attributes. …”
Get full text

Analytical simulation of the nonlinear Caputo fractional equations by Ali Ahadi, Seyed Mostafa Mousavi, Amir Mohammad Alinia, Hossein Khademi

“…Specifically, the HPM and VIM show remarkable convergence properties, while the AGM proves efficient in solving both linear and non-linear equations. …”
Get full text

Comparative Analysis of ARIMA, Prophet, and Glmnet for Long Term Evolution (LTE) Base Station Traffic Forecasting by Tutun Juhana, Hajiar Yuliana, . Hendrawan, . Iskandar, Yasuo Musashi

“…These tools lay the foundation for efficient resource management, cost optimization, and enhanced service delivery. …”
Get full text

Advanced Genetic Algorithms for Optimal Battery Siting: A Practical Methodology for Distribution System Operators by Edward Alejandro Ortiz, Josimar Tello-Maita, David Celeita, Agustin Marulanda Guerra

“…Tested on a real distribution system comprising 1837 nodes, the proposed approach demonstrates the ability of genetic optimization to deliver efficient solutions compared with traditional methods, providing a high likelihood of identifying strategic battery locations that respond to variable demand, system failures, and technical constraints.…”
Get full text

Development of a colloidal gold immunochromatographic strip to detect equine infectious anemia virus by Jianzhong Wang, Jicheng Qiu, Mengmeng Wang, Xiaojie Wu, Xiaoguang Li, Heng Zhang

“…The availability of such an accurate and efficient detection method will greatly enhance our ability to combat EIAV by enabling the early identification of infected horses and facilitating effective preventive measures.…”
Get full text

Deep reinforcement learning Lane-Change Decision-Making for autonomous vehicles based on motion primitives library in hierarchical action space by Guizhe Jin, Zhuoren Li, Bo Leng, Minhua Shao

“…The results show that the method can make the autonomous driving lane changing process safer, more efficient and more comfortable.…”
Get full text

A hybrid rule-based NLP and machine learning approach for PII detection and anonymization in financial documents by Kushagra Mishra, Harsh Pagare, Kanhaiya Sharma

“…The study utilizes confusion matrices, ROC curves, and precision-recall curves to evaluate the model which further validates the model’s capabilities and generalization ability. The suggested approach provides a robust and efficient solution for protecting sensitive information in operational financial contexts, markedly enhancing current methods for PII protection.…”
Get full text

Psychometrics of an Elo-based large-scale online learning system by Hanke Vermeiren, Joost Kruis, Maria Bolsinova, Han L.J. van der Maas, Abe D. Hofman

“…The Elo rating system (ERS), an intuitive and computationally efficient algorithm, offers a means to effectively update estimates of item difficulties and learner abilities as they evolve. …”
Get full text

Visual Place Recognition Based on Dynamic Difference and Dual-Path Feature Enhancement by Guogang Wang, Yizhen Lv, Lijie Zhao, Yunpeng Liu

“…Embedding differential attention mechanisms in the DINOv2 model to mitigate the effects of process interference and adding serial-parallel adapters allows efficient model parameter migration and task adaptation. …”
Get full text

The Identification of Exposed Beachrocks on South China Sea Islands Based on UAV Images by Chuang Liu, Wei Gao, Junhui Xing, Wei Gong

“…Research on beachrocks aids in protecting island ecosystems and enhances islands’ ability to prevent and mitigate damage from natural disasters. …”
Get full text

Unstable foveation’s impact on reading, object tracking, and its implications for diagnosing and intervening in reading difficulties by Niloufar Chamani, Michael Christoph Schmid, Samy Rima

“…Abstract Foveation, the ability to focus on a point for clear vision, is crucial for reading smoothly and tracking moving objects. …”
Get full text

Assessment of teaching and learning burn treatment basics among medical students by Geiza Máximo, Aline Ferrari Martins, Luís Ricardo Martinhão Souto

“…CONCLUSIONS: The data are disturbing, since adequate knowledge and preparation of the trainees for the care of burn patients has not been verified, and burns are emergency situations that require prompt, adequate, and efficient medical intervention to reduce patients' morbidity and mortality.…”
Get full text