Structural reliability of hollow core slabs considering compressive membrane action by Thomas Thienpont, Ruben Van Coile, Wouter De Corte, Robby Caspeele

Get full text

EVALUATION OF PARTICLE SWARM ALGORITHM MODIFICATIONS ON SUPPORT VECTOR MACHINE HYPERPARAMETER OPTIMIZATION TUNING FOR RAIN PREDICTION by Aina Latifa Riyana Putri, Joko Riyono, Christina Eni Pujiastuti, Supriyadi

“…The UAPSO-SVM algorithm C=0.82568 and γ=0.01960 excels in initial exploration, discovering more optimal global solutions with smaller variability. …”
Get full text

A Morphological Filtering Method Based on Particle Swarm Optimization for Railway Vehicle Bearing Fault Diagnosis by Yan Huang, Jianhui Lin, Zechao Liu, Chenguang Huang

“…With the rapid development of high-speed railway, the fault diagnosis of railway vehicles has become more and more important for ensuring the operating safety. …”
Get full text

The Fourth-Party Logistics Routing Problem Using Ant Colony System-Improved Grey Wolf Optimization by Fuqiang Lu, Wenjing Feng, Mengying Gao, Hualing Bi, Suxin Wang

“…In this paper, the study of fourth-party logistics (4PL) path optimization considers that more third-party logistics (3PL) undertake transportation tasks. …”
Get full text

A Comparative Study on Acoustic Optimization and Analysis of CLD/Plate in a Cavity Using ESO and GA by Dongdong Zhang, Shuwen Wang, Ling Zheng

“…The results demonstrate effectiveness of the two methods, and ESO is more efficient to obtain deterministic and more practical optimal CLD material layouts for minimizing sound radiation power. …”
Get full text

Optimizing HVAC&R System Efficiency and Comfort Levels Using Machine Learning-Based Control Methods by Suroor M. Dawood, Raad Z. Homod, Alireza Hatami

Get full text

Optimizing radiomics for prostate cancer diagnosis: feature selection strategies, machine learning classifiers, and MRI sequences by Eugenia Mylona, Dimitrios I. Zaridis, Charalampos Ν. Kalantzopoulos, Nikolaos S. Tachos, Daniele Regge, Nikolaos Papanikolaou, Manolis Tsiknakis, Kostas Marias, ProCAncer-I Consortium, Dimitrios I. Fotiadis

“…Key Points Radiomics is a growing field that can still be optimized. Feature selection method impacts radiomics models’ performance more than ML algorithms. …”
Get full text

Polar code construction by estimating noise using bald hawk optimized recurrent neural network model by Sunil Yadav Kshirsagar, Venkatrajam Marka

“…This research presents a practical and significant innovation by combining recurrent neural networks (RNNs) for noise estimation in polar coding with a Bald Hawk optimization approach. Moreover, this synthesis of RNN-based noise estimation with Bald Hawk optimization makes the polar coding system more flexible and adaptive, allowing for more accurate noise estimation during decoding. …”
Get full text

Grey Wolf Optimization Algorithm-Based Hybrid Energy Storage System Controller Design for Electric Vehicles by Yasin Kabalcı, Ersan Kabalcı

“…These systems can improve energy efficiency, reduce charging times, and extend the driving range of EVs, making them more practical and appealing to consumers. In this study, a new controller design is realized using the grey wolf optimization (GWO) algorithm, and the energy consumption demands of EV HESS are optimized with the designed system. …”
Get full text

Optimized aspect level sentiment analysis of tweet data using deep learning and rule-based techniques by S. N. Enemuo, O. N. Akande, M. O. Lawrence, I. C. Saidu

“…Governments and organizations are therefore becoming more and more interested in the opinions that citizens voice on social media platforms. …”
Get full text

Managing Risk Across Time: An Intertemporal Spectral Risk Measures Framework for Multi-Period Portfolio Optimization by Chengneng Jin, Jianjun Gao

“…This paper introduces a novel framework for multi-period portfolio optimization that incorporates intertemporal spectral risk measures (ISRMs). …”
Get full text

Optimization of Liver Decellularization Maintains Extracellular Matrix Micro-Architecture and Composition Predisposing to Effective Cell Seeding. by Panagiotis Maghsoudlou, Fanourios Georgiades, Holly Smith, Anna Milan, Panicos Shangaris, Luca Urbani, Stavros P Loukogeorgakis, Benedetta Lombardi, Giuseppe Mazza, Charlotte Hagen, Neil J Sebire, Mark Turmaine, Simon Eaton, Alessandro Olivo, Jasminka Godovac-Zimmermann, Massimo Pinzani, Paul Gissen, Paolo De Coppi

Get full text

Research on parameter selection and optimization of C4.5 algorithm based on algorithm applicability knowledge base by Yiyan Zhang, Yi Xin, Qin Li

“…The accuracy rate of the hyperparameter optimization value judgment model obtained in this study can reach more than 80%. …”
Get full text

Myocardial Recovery in the Systemic Context: A Philosophic Shift for the Heart Failure Subspecialty to Optimize Patient Care by Arjun Kapoor, Jehanzeb Kayani, Muhammad Saad, Anuradha Lala

“…In so doing, a more synchronized delivery of care across settings and disciplines may be feasible for the modern patient living with heart failure.…”
Get full text

Analysis of College Students’ Consumption Behavior Data Based on Fractional-Order Firefly Optimization Clustering Algorithm by Xiang Meng, Qi He, Yanhua Dong, Hongyu Sun

“…The clustering algorithm is becoming more and more important in the field of data mining, but the traditional clustering algorithm does not take the clustering efficiency and clustering effect into consideration. …”
Get full text

Has the Voluntary Disclosure Program Run Optimally? Insights from a Primary Tax Office in Wates by Dewi Wulaningrum Puspita, Kusumastuti Wardana Linda, Shujahat Ali, Nafiati Lulu, Cici Setyaningrum

“…The voluntary disclosure program carried out by Pratama Wates Tax Office has been running less than optimally.…”
Get full text

Toward Intelligent Caching in DSR Protocols: Route Compression, Hierarchical Structures, and Link-Aware Optimization in MANETs by Ammar Kareem Obaid, Mohd Ezanee Bin Rusli, Salman Yussof

“…In addition, link quality metrics such as residual energy and link duration are integrated into route selection, enabling more stable and energy-efficient communication paths. …”
Get full text

Optimal design and operation of a wind farm/battery energy storage considering demand side management by Siyu Tao, Chaohai Zhang, Andrés E. Feijóo‐Lorenzo, Victor Kim

Get full text

Fractional Artificial Protozoa Optimization Enabled Deep Learning for Intrusion Detection and Mitigation in Cyber-Physical Systems by Shaik Abdul Rahim, Arun Manoharan

“…Nevertheless, the network and wireless communication technology creates high complexity, and the intelligence and dynamic of network intrusions make CPS more insecure to network intrusions and provide more critical threats to human life and national security. …”
Get full text

Hybrid Methods Random Forest and FOX-Inspired Optimization Algorithm for Selecting Features in Cervical Cancer Data by Afidatul Masbakhah, Umu Sa'adah, Mohamad Muslikh

“…Therefore, the hybrid RF-FOX method allows the performance of the model to be more optimized, thus helping in the identification of patients at risk of cervical cancer more precisely.…”
Get full text