Equalizer Design: HBOA-DE-trained radial basis function neural networks by Santosh Kumar Das, Satya Ranjan Pattanaik, Pradyumna Kumar Mohapatra, Saroja Kumar Rout, Abdulaziz S. Almazyad, Muhammed Basheer Jasser, Guojiang Xiong, Ali Wagdy Mohamed

“…The same problem is treated in this article as a classification issue. As a further step in the evaluation of the HBOA-DE-based RBFNN equalizer, three non-linear channels and adding different nonlinearities have been simulated. …”
Get full text

An index for the estimation of chicken adaptability to free-range farming systems of different slow-growing genotypes by Simona Mattioli, Laura Menchetti, Elisa Angelucci, Alice Cartoni Mancinelli, Alessandro Dal Bosco, Laura Madeo, Francesca Di Federico, Luigia Bosa, Livia Moscati, Cesare Castellini

“…IntroductionEstimation of chicken adaptability to an extensive rearing system (ERS) is a complex issue. Many aspects should be considered: natural and/or welfare-based behaviors, kinetic and foraging attitude, resistance to environmental changes (i.e., thermotolerance), and resistance to disease. …”
Get full text

Investigating the Lifestyle Quality in Darbastaneh and Baba-Pashman Villages in the Lorestan Province by Fatemeh Rahimbakhsh, Farah Habib, seysed Amir hossein Garakani

“…Therefore, attention to the life quality issue in rural development concepts is of great importance. …”
Get full text

Global economic burden of schizophrenia: letter in response by Neil AL, Carr VJ

“…Schizophrenia is the prototypical and most prevalent among the psychotic disorders, and schizophrenia is certainly used as a generic term in reference to the “schizophrenia-related disorders”, International Classification of Diseases (ICD)-10 codes F20–F29. …”
Get full text

Identifying Current Practices and Areas for Improvement in Medication Management During Care Transition Through an Interprofessional Collaboration Framework by Solh Dost L, Maillard G, Cardoso E, Schneider MP

Get full text

Mapping Urban Villages in Beijing–Tianjin–Hebei Core Cities Through a Dual-Stage Fusion of Individual Building Footprints and Glimmer Imagery by Jianqiang Hu, Yuheng Fu, Chaoqun Zhang, Manchun Li, Bingbo Gao, Qiancheng Lv, Jing Yang, Ziyue Chen

“…In addition, the high acquisition cost of high-resolution imagery restricts its feasibility for large-scale UV mapping. To address these issues, this study proposes a dual-stage “candidate–classification” method integrating multisource remote sensing and geographic data. …”
Get full text

Research progress on iatrogenic risks based on Internet of Things medical technology: a systematic literature review by Guangwei DENG, Shimin LI, Liang LIANG, Chengchao ZHOU

“…This paper aims to explore the application of Internet of Things (IoT) in healthcare under the rapid development of artificial intelligence technology, systematically analyze the resulting iatrogenic risks, and examine their conceptualization, classification, and governance pathways. Through a systematic review of relevant literature and based on Bogner's classification of medical failures, this study categorizes iatrogenic risks into active and latent types and identifies risk factors in the medical application of IoT technology. …”
Get full text

A Chest Strap-Based System for Electrocardiogram Monitoring by Xiaoman Zhang, Yaoliang Zhan, Xue Wang, Jin Yang

“…After 100 training epochs, the model achieved a classification accuracy of 98.7% for running intensity. …”
Get full text

Sentiment Analysis of User Reviews on the Game GTA V Using Support Vector Machine by Adika Kaka Saputra, Maya Rini Handayani, Nur Cahyo Hendro Wibowo, Khothibul Umam

“…Wordcloud analysis highlights key aspects valued by users such as graphics, story, and gameplay, while negative sentiment is often associated with technical issues like lag and bugs. This study demonstrates the effectiveness of combining TF-IDF and SVM for sentiment classification in the gaming domain, and it offers a scalable approach for understanding public opinion in digital platforms.…”
Get full text

Forest Change Monitoring Based on Block Instance Sampling and Homomorphic Hypothesis Margin Evaluation by Wei Feng, Fan Bu, Puxia Wu, Gabriel Dauphin, Yinghui Quan, Mengdao Xing

“…To address these issues, two innovative approaches are proposed in this paper. …”
Get full text

Investigation of ethics approval as part of a research integrity assessment of randomised controlled trials in COVID-19 evidence syntheses: a meta-epidemiological study by Patrick Meybohm, Stephanie Weibel, Emma Sydenham, Florencia Weber, Tamara Pscheidl

“…Overall, 53% of RCTs were classified as ‘no concern’, 47% as ‘awaiting classification’ and none were excluded. Most were ‘awaiting classification’ due to reporting-related reasons. …”
Get full text

Sentiment Analysis‐Based Model for Monitoring User Engagement With Mental Health Chatbots by Ian Igado Mmbayi, Consolata Gakii, Faith Mueni Musyoka

“…Aspect‐based analysis revealed that Emotion and Usability drive positive feedback, while Reliability issues fuel negative sentiments, offering actionable insights for developers to enhance chatbot design. …”
Get full text

MyJapfa Application Information System Audit Using Cobit 2019 Framework Subdomain DSS02 by Muchamad Agung Luxvacry, Arny Lattu, Hendri Ekasatria

“…The findings reveal that the MyJapfa system currently operates at Capability Level 4 (Predictable Process), indicating consistent and measurable practices. However, several issues were identified, such as insufficient incident classification, lack of automated monitoring, and limited documentation of incident resolution. …”
Get full text

A fault diagnosis model for pumping units based on small sample electric parameters by Chunhua Yuan, Zhupei Liao, Xiangyu Li

“…According to experimental results, this proposed method effectively addresses insufficient electrical parameter data issues and achieves superior classification performance.…”
Get full text

Concurrent heat stress and air pollution episodes by considering future projection of climate change by Tarkan Alisoltani, Majid Shafiepour Motlagh, Khosro Ashrafi

“…Abstract The simultaneous effect of heat stress and air pollutants such as ozone can cause many health issues in cities. The situation exacerbates in the context of climate change and temperature rise. …”
Get full text

Особенности классификации, способов предоставления и нормативного регулирования жилищно-коммунальных услуг, как разновидности публичной услуги...

“…The article discusses issues related to the concept and characteristics of public services, public contract and communal services as a form of public service, and also reflects the author's position on improving the classification of housing services and modes of supply.…”
Get full text

Real-world data: principles of use in decision making and in health technology assessment by V. V. Omelyanovskiy, F. V. Gorkavenko, N. V. Ignatyeva, P. A. Mukhortova, O. R. Ryzhova, T. S. Teptsova, A. A. Kingshott, B. B. Kondratyeva

“…Taking into account the considerable amount of information, complexity, and inconsistency of issues under consideration, the article presents the basic principles of using RWD and RWE in decision making, classification of health technologies values, classification of RWE sources, position of RWD studies in the hierarchy of clinical study designs, as well as the ways of their use in complex drug assessment.…”
Get full text

Quantitative ¹H and ¹³C NMR and Chemometric Assessment of ¹³C NMR Data: Application to Anabolic Steroid Formulations by Stéphane Balayssac, Gaëtan Assemat, Saïda Danoun, Myriam Malet-Martino, Véronique Gilard

“…This study investigates the potential of ¹H and ¹³C NMR for the characterization and classification of anabolic androgenic steroids (AASs) in various formulations. …”
Get full text

Parcel-scale crop planting structure extraction combining time-series of Sentinel-1 and Sentinel-2 data based on a semantic edge-aware multi-task neural network by Zhiguang Tang, Xiangdong Wang, Qin Jiang, Haizhu Pan, Gang Deng, He Chen, Yuanhong You, Sijia Li, Haiyan Hou

“…This study proposes a parcel-scale remote sensing methodology for agricultural cultivation pattern extraction to address the classification inaccuracies observed in previous crop planting structure identification studies. …”
Get full text

A robust and personalized privacy-preserving approach for adaptive clustered federated distillation by Mai Shawkat, Zainab H. Ali, Mofreh Salem, Ali El-desoky

“…Challenges such as personalization and data heterogeneity issues remain critical. Clustered federated learning (CFL) has been proposed as a promising approach to alleviate these issues by establishing specialized global models for sets of similar users. …”
Get full text