An explainable AI-based blood cell classification using optimized convolutional neural network by Oahidul Islam, Md Assaduzzaman, Md Zahid Hasan

“…Additionally, performance is further enhanced by experimenting with various architectural structures and hyperparameters to optimize the proposed model. A comparative evaluation is conducted to compare the performance of the proposed model with three transfer learning models, including Inception V3, MobileNetV2, and DenseNet201.The results indicate that the proposed model outperforms existing models, achieving a testing accuracy of 99.12%, precision of 99%, and F1-score of 99%. …”
Get full text

A Comprehensive Evaluation of Key Performance Indicators (KPIs) for Enhanced Decision Support in Infrastructure Projects by Mahmoud Keniwe, Mostafa Abdelaal, Remy Houssin Houssin, Amadou Coulibaly, Jean Renaud, Ibrahim Nosier, Ahmed Mohamed Yassin

Get full text

Land Cover Classification for Identifying the Agriculture Fields Using Versions of YOLO V8 by Rohan Vaghela, Darsh Vaishnani, Parvathaneni Naga Srinivasu, Yashvi Popat, Jigar Sarda, Marcin Wozniak, Muhammad Fazal Ijaz

Get full text

VR-Aided Ankle Rehabilitation Decision-Making Based on Convolutional Gated Recurrent Neural Network by Hu Zhang, Yujia Liao, Chang Zhu, Wei Meng, Quan Liu, Sheng Q. Xie

Get full text

Structural Classification Methodology and Assignment of General Shop Costs for the Industrial Company’s Production Cost by I. E. Mizikovskii

Get full text

Robust confinement state classification with uncertainty quantification through ensembled data-driven methods by Yoeri Poels, Cristina Venturini, Alessandro Pau, Olivier Sauter, Vlado Menkovski, the TCV Team, the WPTE Team

Get full text

Automated classification of chest X-rays: a deep learning approach with attention mechanisms by Burcu Oltu, Selda Güney, Seniha Esen Yuksel, Berna Dengiz

Get full text

A Hybrid Multiobjective Differential Evolution Algorithm and Its Application to the Optimization of Grinding and Classification by Yalin Wang, Xiaofang Chen, Weihua Gui, Chunhua Yang, Lou Caccetta, Honglei Xu

Get full text

Capturing the Characteristics of Car-Sharing Users: Data-Driven Analysis and Prediction Based on Classification by Jun Bi, Ru Zhi, Dong-Fan Xie, Xiao-Mei Zhao, Jun Zhang

“…This manifestation is in line with the short-term lease of shared cars to complete short- and medium-distance travel design concepts. We also propose a model that predicts the driver cluster based on the decision tree. …”
Get full text

Novel classification for microspherophakia and its related surgical implications: a retrospective cohort study by Yan Liu, Yang Sun, Zexu Chen, Tianhui Chen, Yongxiang Jiang, Qiuyi Huo, Wan-Nan Jia, Zhennan Zhao

Get full text

DermViT: Diagnosis-Guided Vision Transformer for Robust and Efficient Skin Lesion Classification by Xuejun Zhang, Yehui Liu, Ganxin Ouyang, Wenkang Chen, Aobo Xu, Takeshi Hara, Xiangrong Zhou, Dongbo Wu

“…Currently, skin lesion classification faces challenges such as lesion–background semantic entanglement, high intra-class variability, artifactual interference, and more, while existing classification models lack modeling of physicians’ diagnostic paradigms. …”
Get full text

Building occupancy type classification and uncertainty estimation using machine learning and open data by Tom Narock, J. Michael Johnson, Justin Singh-Mohudpur, Arash Modaresi Rad

Get full text

Scalable and robust machine learning framework for HIV classification using clinical and laboratory data by Qian Sui, Gaoxu Li, Yaqi Peng, Jiasheng Zhang, Yibo Zhang, Riyang Zhao

Get full text

Distributed Denial of Service Attack Detection in Software-Defined Networks Using Decision Tree Algorithms by Ali Zaman, Salman A. Khan, Nazeeruddin Mohammad, Abdelhamied A. Ateya, Sadique Ahmad, Mohammed A. ElAffendi

Get full text

Behavioral Biases in Investor Decision-Making: A Comparative Meta-Analysis of Behavioral Finance Research by Seyed Amir Sabet, Saeed Aibaghi esfahani, Abdolmajid Abdolbaghi Ataabadi

“…By understanding these biases, markets can develop tools to mitigate their effects and foster more rational decision-making, as recognizing behavioral biases in investment decisions proves crucial for both investors and policymakers to help mitigate irrational choices and avoid unexpected financial risks, while this research aligns with global behavioral finance studies in emphasizing the need for bias-aware strategies to enhance decision-making stability.MethodsThis meta-analysis synthesizes empirical research on investor behavioral biases through a rigorous four-step methodology: (1) systematic literature review to identify relevant studies, (2) effect size calculation using standardized metrics, (3) heterogeneity testing via Q-statistics and I² to assess consistency, and (4) model selection (fixed- or random-effects) based on heterogeneity levels, with inclusion criteria requiring studies to examine at least one of 12 key biases (e.g., overconfidence, loss aversion), report statistical outcomes (effect sizes, p-values), and cover diverse markets including traditional assets and cryptocurrencies. …”
Get full text

Biomarkers and Personalized Medicine in Prostate Cancer – Advent of Precision Oncology in (Radio) Therapy Decision-Making by Antonela Njavro, Jure Murgić, Blanka Jakšić, Marin Prpić, Angela Prgomet Sečan, Dora Franceschi, Marija Miletić, Slaven Ovčariček, Adelina Hrkač, Ivan Šamija, Monika Ulamec, Marijana Jazvić, Pero Bokarica, Igor Tomašković, Ana Fröbe

Get full text

Comparative Analysis of Specular and Diffuse Reflection Near-Infrared Spectra in Wood Species Classification by Cheng-Kun Wang, Peng Zhao, Li-Na Dong, Mao-Ni Zhao

Get full text

Machine Learning-Based Classification of Programming Logic Understanding Levels by Mouse-Tracking Heatmaps by Attaporn Khaesawad, Yosuke Fukuchi, Vibol Yem, Nobuyuki Nishiuchi

Get full text

Transferring Learned ECG Representations for Deep Neural Network Classification of Atrial Fibrillation with Photoplethysmography by Jayroop Ramesh, Zahra Solatidehkordi, Raafat Aburukba, Assim Sagahyroon, Fadi Aloul

Get full text

Concept learning based on improved FCM- BiLSTM for fuzzy data classification and fusion by Jiaojiao Niu, Jiankun Zuo, Wenyan Tie

Get full text