Integrating artificial Intelligence-Based metaheuristic optimization with Machine learning to enhance Nanomaterial-Containing latent heat thermal energy storage systems by Ali Basem, Hanaa Kadhim Abdulaali, As’ad Alizadeh, Pradeep Kumar Singh, Komal Parashar, Ali E. Anqi, Husam Rajab, Pancham Cajla, H. Maleki

“…The proposed strategy combines machine learning algorithms, including multilayer perceptron neural network (MLPNN), generalized additive model (GAM), Gaussian kernel regression (GKR), support vector machine (SVM), and Gaussian process regression (GPR) with artificial intelligence-based metaheuristic optimization algorithms (PSO and GA) to optimize their structural/training parameters. …”
Get full text

MICRO-SCALE STUDY OF RESIDUAL STRESSES IN CR2O3 COATINGS SPRAYED BY APS by Franck Decroos, Cécile Langlade, Eric Bourillot, Geoffrey Darut, Manuel Francois

“…Whichever the application field, every material forming process generates residual stresses on the surface. …”
Get full text

A Systematic Analysis of Meteorological Parameters in Predicting Rainfall Events by Muhammad Salman Pathan, Pardhu Nadella, Yasin Ul Haq, Soumini Chaudhury, Jiantao Wu, Avishek Nag, Soumyabrata Dev

“…This study shifts the focus towards exploring correlations and feature selection in the context of rainfall prediction, contributing to a more sophisticated understanding of the process. By analyzing five years of weather data from three weather stations in the United States, Canada, and Ireland, the study delves into the interactions between meteorological features and rainfall occurrences. …”
Get full text

An enhanced alpha evolution moss growth optimizer for prognostic prediction in spontaneous intracerebral hemorrhage by Lingxian Hou, Yongsheng Wang, Xiuqi Lin, Chengye Li, Huangrong Guo, Congcong Jin, Yi Chen, Huiling Chen, Jing Ji, Wenzong Zhu

“…Furthermore, we adapt AEMGO to its binary version (bAEMGO) and combine it with a Support Vector Machine (SVM) to create the bAEMGO-SVM method. …”
Get full text

The transcription factor PITX1 cooperates with super-enhancers to regulate the expression of DUSP4 and inhibit pyroptosis in pulmonary artery smooth muscle cells by Jingya Zhang, Yuyu Song, Xinru Wang, Xu Wang, Songyue Li, Xinyue Song, Chong Zhao, Jing Qi, Yunyun Tian, Baoshan Zhao, Xiaodong Zheng, Yan Xing

“…However, whether SEs are involved in the pathological process of pyroptosis in PAH and the specific mechanism involved remain unclear. …”
Get full text

Metabolomics Biomarker Discovery to Optimize Hepatocellular Carcinoma Diagnosis: Methodology Integrating AutoML and Explainable Artificial Intelligence by Fatma Hilal Yagin, Radwa El Shawi, Abdulmohsen Algarni, Cemil Colak, Fahaid Al-Hashem, Luca Paolo Ardigò

“…The TreeSHAP approach, which is a type of XAI, was used to interpret the model by assessing each metabolite’s individual contribution to the categorization process. <b>Results:</b> TPOT had superior performance in distinguishing between HCC and cirrhosis compared to other AutoML approaches AutoSKlearn and H2O AutoML, in addition to traditional machine learning models such as random forest, support vector machine, and k-nearest neighbor. …”
Get full text

Effective Scheme of Sequential Application of Electrical Stimulation Courses in Dorsopathies: Comparative Study Results by Tatiana V. Konchugova, Lev G. Agasarov, Tatiana V. Apkhanova, Tatiana V. Marfina, Tatiana P. Miloykovich, Anastasia A. Mukhina

Get full text

The Fermentation Degree Prediction Model for Tieguanyin Oolong Tea Based on Visual and Sensing Technologies by Yuyan Huang, Jian Zhao, Chengxu Zheng, Chuanhui Li, Tao Wang, Liangde Xiao, Yongkuai Chen

“…The fermentation of oolong tea is a critical process that determines its quality and flavor. Current fermentation control relies on tea makers’ sensory experience, which is labor-intensive and time-consuming. …”
Get full text

Constructing a Classification Model for Cervical Cancer Tumor Tissue and Normal Tissue Based on CT Radiomics by Jinghong Pei BD, Jing Yu BD, Ping Ge BD, Liman Bao BD, Haowen Pang MS, Huaiwen Zhang MS

“…Through stringent feature selection process, we identified 18 pivotal radiomic features for classification of cervical cancer and normal uterine tissue. …”
Get full text

Enhancing stroke prediction models: A mixing of data augmentation and transfer learning for small-scale dataset in machine learning by Imam Tahyudin, Ade Nurhopipah, Ades Tikaningsih, Puji Lestari, Yaya Suryana, Edi Winarko, Eko Winarto, Nazwan Haza, Hidetaka Nambo

“…In the Transfer Learning process, we used a benchmark stroke dataset with a different target than ours, so we labelled it based on the nearest neighbours of the original dataset. …”
Get full text

The Significance of Cellular Senescence Hub Genes in the Diagnosis and Subtype Classification of a Comprehensive Database of Gene Expression in Intervertebral Disc Degeneration by Fei Liu, Silong Gao, Ji Yin, Chao Song, Yongliang Mei, Zhaoqiang Wang, Zongchao Liu

“…ABSTRACT Background Intervertebral disc degeneration (IVDD) is a complex age‐related physiological process, with cellular senescence (CS) being a primary contributing factor. …”
Get full text

Empirical Analysis of Honeybees Acoustics as Biosensors Signals for Swarm Prediction in Beehives by Kainat Iqbal, Bayan Alabdullah, Naif Al Mudawi, Asaad Algarni, Ahmad Jalal, Jeongmin Park

“…Swarming, a typical colony reproductive process in honeybees, significantly impacts beekeepers profitability by lowering the number of bees in hives and thus effecting honey production. …”
Get full text

Leishmaniasis in Greece: Prospects of transitioning to a One Health surveillance system by Emmanouil Alexandros Fotakis, Dimitris Papamichail, Sofia Boutsini, Eleni Patsoula, Takis Panagiotopoulos

“…Through a separate review process, we describe the current leishmaniasis surveillance system pertaining to humans, animals, vectors and the environment. …”
Get full text

Price discovery and market efficiency of cardamom in India by A.N. Vijayakumar

“…Originality/value – This is the first study considering cardamom e-auction, spot and futures prices in the price discovery process in India. Statistical results of a day of the week effect clearly show no significant volatility of cardamom prices during the week. …”
Get full text

Named Entity Recognition in Aviation Products Domain Based on BERT by Mingye Yang, Bernadin Namoano, Maryam Farsi, John Ahmet Erkoyuncu

“…The aviation products&#x2019; manufacturing industry is undergoing a profound transformation towards intelligence, among which the construction of a knowledge graph specifically for the aviation field has become the core link in achieving cognitive intelligence. In the process of knowledge graph construction, named entity recognition (NER) is a key step and one of the main tasks of knowledge extraction. …”
Get full text

Effectiveness of preformed physical factors in the correction of dry eye syndrome after phacoemulsification: a randomized trial by Marina K. Shulikova, Irina P. Shurygina

Get full text

Optimization of Fermentation Conditions for the Production of 2,3,5-Trimethylpyrazine by Recombinant <i>Bacillus licheniformis</i> by Xun Liu, Hongyi Gu, Handong Wang, Zhen Tang, Shuanglian Chen, Han Li, Wenli Quan

“…The TMP yield of recombinant strains with pHT01-<i>BlTDH</i> (N157A) reached 15.35 ± 1.51 mg/L, which was significantly higher than that of strains with pHT01-<i>BlTDH</i> (9.86 ± 1.24 mg/L) and strains with vector pHT01 (2.35 ± 0.58 mg/L). To further increase the TMP yield of strain YC7/pHT01-<i>BlTDH</i> (N157A), the fermentation process was optimized by single-factor experiments, and the response surface test was conducted using the Box–Behnken design. …”
Get full text

Nonreciprocal propagation of spin waves in a bilayer magnonic waveguide based on yttrium-iron garnet films by S. A. Odintsov, E. H. Lock, E. N. Beginin, A. V. Sadovnikov

“…At the same time, this process is accompanied by a strong nonreciprocity of spin-wave signal propagation, which manifests itself in a change in the amplitude and phase responses when the direction of the external magnetic field is reversed. …”
Get full text

HUMAN CAPITAL AS A RESOURCE FOR THE SOCIAL AND ECONOMIC DEVELOPMENT OF UKRAINE by Nataliia Vasіutkina, Oksana Kondratiuk, Iryna Stoianenk, Samira Piletska

“…The authors proved that the process of formation and development of human capital in Ukraine today can be considered more negative than positive. …”
Get full text

CAREER GUIDANCE PRACTICES UNDER THE CONDITIONS OF GLOBALISATION: A SOCIOLOGICAL ANALYSIS by G. F. Shafranov-Kutsev, G. Z. Efimova, M. Yu. Semenov

“…The materials and conclusions of the research can be used when developing effective recommendations to strengthen the process of professional orientation of young people in the education system.…”
Get full text