Developing an Uncrewed Aerial Vehicle (UAV)-Based Prediction Model for the Rice Harvest Index Using Machine Learning by Zhaoyang Pan, Zhanhua Lu, Liting Zhang, Wei Liu, Xiaofei Wang, Shiguang Wang, Hao Chen, Haoxiang Wu, Weicheng Xu, Youqiang Fu, Xiuying He

Get full text

Satellite-based data for agricultural index insurance: a systematic quantitative literature review by T. T. Nguyen, T. T. Nguyen, S. Mushtaq, J. Kath, J. Kath, T. Nguyen-Huy, L. Reymondin

“…The review analyzed 89 global studies on four major types of crops: cereals, pastures and forages, perennial crops, and others (i.e., vegetables, oilseed crops, fruits, nuts, etc.). The analysis revealed a rising interest of developing index-based insurance solutions utilizing satellite-based data, particularly after 2015. …”
Get full text

APPLICATION OF NEURAL NETWORKS IN DIAGNOSTICS OF BREAST CANCER ACCORDING TO THE DATA OF MICROWAVE RADIO THERMOMETRY by A. Losev, D. Medvedev

“…In recent years, the method of microwave radiothermometry has been increasingly used in the diagnosis of breast cancer. However, the analysis and interpretation of thermometric data is quite a difficult task. …”
Get full text

Exploring the governance–digital transformation nexus: empirical evidence on sustainability reporting using 2SLS, LSDV models, heterogeneity effects, and cluster analysis by Abednego Osei

“…These findings support the implementation of context-sensitive, industry-specific policies aimed at strengthening board governance and digital capabilities as strategic levers for sustainable development.…”
Get full text

Humanity Test—EEG Data Mediated Artificial Intelligence Multi-Person Interactive System by Fang Fang, Tanhao Gao, Jie Wu

“…Additionally, through experimental research and literature analysis, we found that the integration of electroencephalogram (EEG) data with AI systems is becoming a significant trend. …”
Get full text

Refining National Forest Cover Data Based on Fusion Optical Satellite Imageries in Indonesia by Ogy Dwi Aulia, Isnenti Apriani, Andi Juanda, Mufti Fathul Barri, Rosima Wati Dewi, Fauzan Nafis Muharam, Bryandanu Oktanine, Theresia Bernadette Phoa, Aryo Adhi Condro

Get full text

Statistical Data-Generative Machine Learning-Based Credit Card Fraud Detection Systems by Xiaomei Feng, Song-Kyoo Kim

“…Mode imputation significantly improved data quality, enabling stable and reliable analysis of merged datasets with up to 50% missing values. …”
Get full text

Data-Driven Decision Support for Smart and Efficient Building Energy Retrofits: A Review by Amjad Baset, Muhyiddine Jradi

“…This study uniquely emphasizes the emerging role of explainable AI (XAI) in addressing transparency and interpretability challenges, fostering the broader adoption of data-driven solutions among stakeholders. A critical contribution of this review is its in-depth analysis of innovative applications of AI techniques to handle incomplete data, optimize energy performance, and predict retrofit outcomes with enhanced accuracy. …”
Get full text

Models of data processing and logical access segregation considering the heterogeneity of entities in information systems by Сергій Семенов, Сергій Енгаличев, Максим Почебут, Оксана Сітнікова

“…The tasks to be solved include: conducting a comparative analysis of modern data access distribution models, integrating simpler role-based models, synthesizing hierarchical role-based models, developing enforced typing models based on trust relationships, and presenting the main provisions of the security policy integration process. …”
Get full text

EpiCollect: linking smartphones to web applications for epidemiology, ecology and community data collection. by David M Aanensen, Derek M Huntley, Edward J Feil, Fada'a al-Own, Brian G Spratt

“…<h4>Background</h4>Epidemiologists and ecologists often collect data in the field and, on returning to their laboratory, enter their data into a database for further analysis. …”
Get full text

Conceptual approaches to transforming budgeting procedures on the basis of opportunities provided by big data technologies by E. D. Novikova

“…Therefore, developing effective procedures of accounting and budgeting in present day business entities acquires bigger importance, as indicators and data of accounting influence the quality of making managerial decisions and consequently, the position of the enterprise in external market environment. …”
Get full text

Open-source Raman spectra of chemical compounds for active pharmaceutical ingredient development by Aaron R. Flanagan, Frank G. Glavin

“…Abstract Raman spectroscopy is utilised extensively in pharmaceutical analysis for tasks such as drug discovery, quality control and active pharmaceutical ingredient (API) development. …”
Get full text

Mitigating data bias and ensuring reliable evaluation of AI models with shortcut hull learning by Wenhao Zhou, Faqiang Liu, Hao Zheng, Rong Zhao

“…This paradigm establishes a comprehensive, shortcut-free evaluation framework, validated by developing a shortcut-free topological dataset to assess deep neural networks’ global capabilities, enabling a shift from Minsky and Papert’s representational analysis to an empirical investigation of learning capacity. …”
Get full text

Impact of cross-border e-commerce development on China’s foreign trade by David P Surenthran, G. Ramasundaram, P.M. Durai Raj Vincent, S. Duraimurugan, Asokan Vasudevan, Mohammad Faleh Ahmmad Hunitie, Suleiman Ibrahim Mohammad

Get full text

Enterotype-stratified gut microbial signatures in MASLD and cirrhosis based on integrated microbiome data by Heng Yuan, Heng Yuan, Junyu Zhou, Junyu Zhou, Xuangao Wu, Shiwei Wang, Sunmin Park, Sunmin Park

Get full text

Improving the Efficiency and Quality of Road Crashes Data in the Sultanate of Oman: Evidence-Based Recommendations by Amira Al Aamri, Sabu S. Padmadas, Li-Chun Zhang, Abdullah Al-Maniri

“…In many countries, inadequate and inconsistent data pose challenges for developing evidence-based policies for reducing the RTC burden, while RTC continue to exert significant impact on national and family resources. …”
Get full text

Vibration Diagnostic Methods from Methodsof Obtaining Data to Processing It Using Modern Means by Anton O. Zhuravlev, Alexey O. Polyakov, Denis A. Andrikov

“…Methods for collecting primary information about vibration and methods for analyzing data using the above algorithms are described. The results of experimental applications of various analytical mechanisms developed to determine the type of defects in parts rotating under mechanical load are considered, and the advantages and disadvantages of each method are listed. …”
Get full text

A Study on Analyzing Travel Characteristics of Micro Electric Vehicles by Using GPS Data by Sunhoon Kim, Sooncheon Hwang, Dongmin Lee

“…Micro-EVs with missing data due to GPS device malfunctions were excluded from the analysis. …”
Get full text

Tracking gas migration using reservoir PVT data as reality check for migration models by Khaled R. Arouri, Rainer Schmidt, Youness Elouair, Kadhem Nasser, Habib Tafsiri, Saleh A. Alqahtani

“…This highlights the need for developing new fluid interpretation workflows that maximize the value of reservoir fluid data to constrain gas migration models. …”
Get full text

Exploration of geo-spatial data and machine learning algorithms for robust wildfire occurrence prediction by Svetlana Illarionova, Dmitrii Shadrin, Fedor Gubanov, Mikhail Shutov, Usman Tasuev, Ksenia Evteeva, Maksim Mironenko, Evgeny Burnaev

“…We developed a unified pipeline for data acquisition and subsequent ML-based algorithm development. …”
Get full text