Normalized difference vegetation index prediction using reservoir computing and pretrained language models by John Olamofe, Ram Ray, Xishuang Dong, Lijun Qian

“…Using MODIS/Terra Vegetation Indices 16-Day L3 Global 250 m SIN Grid V061 dataset, we designed and implemented Reservoir Computing (RC) models and transformer-based models including pretrained language model, and compared the prediction performance of these models to traditional machine learning and deep learning methods such as Nonlinear Regression, Decision Tree, Convolutional Neural Network (CNN), Long Short-Term Memory (LSTM) network, and DLinear. …”
Get full text

Predicting Energy Consumption Using Stacked LSTM Snapshot Ensemble by Mona Ahamd Alghamdi, Abdullah S. AL-Malaise AL-Ghamdi, Mahmoud Ragab

“…Hebrail and Berard’s Individual Household Electric-Power Consumption (IHEPC) dataset incorporated with weather data are used to analyse the model’s accuracy with predicting energy consumption. …”
Get full text

Visibility Enhancement of Lesion Regions in Chest X-Ray Images With Image Fidelity Preservation by Ryoichi Ishikawa, Tomohisa Yuzawa, Taiki Fukiage, Masataka Kagesawa, Toru Watsuji, Takeshi Oishi

“…We created a synthesized dataset, with and without lesions, from healthy chest and phantom lesion X-ray images. …”
Get full text

Rolling Bearing Fault Diagnosis Based on Domain Adaptation and Preferred Feature Selection under Variable Working Conditions by Xiao Yu, Wei Chen, Chuanlong Wu, Enjie Ding, Yuanyuan Tian, Haiwei Zuo, Fei Dong

“…In this framework, an improved domain adaptation method, transfer component analysis with preserving local manifold structure (TCAPLMS), is proposed to reduce the differences in the data distributions between different domain datasets and, at the same time, take the label information of feature dataset and the local manifold structure of feature data into consideration. …”
Get full text

Medium-term load forecasting with Power Market Survey: GEPCO case study by Sheeza Mariam Nawaz, Ubaid Ahmed, Adil Amin, Syed Afraz Hussain Shah, Anzar Mahmood

“…Therefore, in the proposed study, a mathematical model, Power Market Survey (PMS), is implemented to forecast month-ahead load for GEPCO division dataset. The historical load data, incorporating relevant features such as growth rate, load factor, schedule of load shedding, etc., are fed as input to the proposed model for efficient load forecasting. …”
Get full text

Diagnosis of Sleep Apnea Hypopnea Syndrome Using Fusion of Micro-motion Signals from Millimeter-wave Radar and Pulse Wave Data by Xiang ZHAO, Wei WANG, Chenyang LI, Jian GUAN, Gang LI

“…Experimental results of a clinical trial dataset at Shanghai Jiaotong University School of Medicine Affiliated Sixth People’s Hospital demonstrated that the AHI estimated by the proposed approach correlates with the gold standard PSG with a coefficient of 0.93, indicating good consistency. …”
Get full text

Multilevel support-assisted prototype optimization network for few-shot medical segmentation of lung lesions by Yuan Tian, Yongquan Liang, Yufeng Chen, Jingjing Zhang, Hongyang Bian

“…To ensure the quality of our work, we have established a small-scale CT image dataset for three lung diseases and annotated by experienced doctors. …”
Get full text

Toxic stress is associated with cardiovascular disease among younger but not older women in the United States: Results from the research goes red registry by Saam Honarvar, Samaah Sullivan

“…Results: The analytic dataset included 1346 women. The mean age of women was 47.8 (SD: 12.6), 71 % were less than 55 years of age, 83 % were Non-Hispanic White, 59 % indicated that they had experienced toxic stress, and 12 % had cardiovascular disease. …”
Get full text

Analysis of over 1600 chemistry YouTube channels from 2005 to 2023 by Scott Gardner, Gabriela Bezati, Tristen Godfrey, Katie Baird, Usamah Bilal, Emma Loudon, Rhona Young, Lewis E. MacKenzie

“…This study and the associated dataset provide the first large-scale ‘census’ of how YouTube is being used for chemistry communication and education worldwide. …”
Get full text

The significance of computer technologies in detecting plagiarism in scientific works by O. V. Pikhurets

Get full text

The level of individual participation of community in implementing effective solid waste management policies by A. Brotosusilo, S.H. Nabila, H.A. Negoro, D. Utari

Get full text

Clinical Predictors of Pseudomonas aeruginosa Bacteremia in Emergency Department by Yongsoon Choi, Jin Hui Paik, Ji Hye Kim, Seung Baik Han, Areum Durey

Get full text

Positive hepatitis B surface antigen leads to a decrease in ovarian reserve in infertile patients receiving first in vitro fertilization treatment by Yutao Li, Xuejiao Wang, Ye Jiang, Qun Lv, Yi Zhang, Yu Wang

Get full text

Bioactive compounds in blackberry fruits under the conditions of Central Russia by М. A. Мakarkina, О. A. Vetrova, L. A. Gruner, B. B. Kornilov

“…‘Black Satin’, ‘Cacanska Bestrna’, ‘Chester’, ‘Natchez’ and ‘Triple Crown’, plus hybrid seedlings LN-14, LN-1 and LN-7, were identified according to a set of indicators (ascorbic acid and phenolics) and recommended for breeding to improve the quality of blackberry fruits.…”
Get full text

Research on a Novel Unsupervised-Learning-Based Pipeline Leak Detection Method Based on Temporal Kolmogorov–Arnold Network with Autoencoder Integration by Hengyu Wu, Zhu Jiang, Xiang Zhang, Jian Cheng

“…Field experiments were conducted on real urban water supply pipelines, and a benchmark dataset was established to evaluate the proposed model and method against commonly used models and methods. …”
Get full text

Revisiting sunspot number as an extreme ultraviolet (EUV) proxy for ionospheric F2 critical frequency by B. S. Zossi, B. S. Zossi, F. D. Medina, F. D. Medina, T. Duran, T. Duran, B. F. de Haro Barbas, B. F. de Haro Barbas, A. G. Elias, A. G. Elias

“…Our results reveal that while F30 has shown a better correlation in recent solar cycles, Sn is the most stable and reliable over the entire dataset, obtaining the highest correlation. In addition, if we remove the saturation effects from considering a maximum value of Sn, the correlation increases, outperforming all other proxies and correctly predicting the long-term trend estimated by general circulation models.…”
Get full text

DFF-ResNet: An Insect Pest Recognition Model Based on Residual Networks by Wenjie Liu, Guoqing Wu, Fuji Ren, Xin Kang

“…Then, we applied our models to recognize insect pests and obtained validity on the IP102 benchmark dataset. The experimental results show that our models outperform the original ResNet and other state-of-the-art methods.…”
Get full text

Testing Phylogenetic Placement Accuracy of DNA Barcode Sequences on a Fish Backbone Tree: Implications of Backbone Tree Completeness and Species Representation by M. A. Thanuja M. Fernando, Jinzhong Fu, Sarah J. Adamowicz

“…Phylogenetic placement analysis offers a promising method to integrate COI data into tree‐building efforts, yet the impacts of backbone tree completeness and species composition remain under‐explored. Using a dataset comprising 27 genes and 4520 species of bony fishes, we assessed the accuracy of phylogenetic inference by “placing” COI sequences onto backbone trees. …”
Get full text

Methods for tagging an ectoparasite, the salmon louse Lepeophtheirus salmonis by Folk, Alexius, Mennerat, Adèle

Get full text

Robust Forest Sound Classification Using Pareto-Mordukhovich Optimized MFCC in Environmental Monitoring by Ahmad Qurthobi, Robertas Damasevicius, Vytautas Barzdaitis, Rytis Maskeliunas

“…Previous researchers utilized environmental audio collections, such as the ESC-50 and UrbanSound8k datasets, as proximate representatives of sounds potentially present in forests. …”
Get full text