Search Results - subject:"Pattern"

AI-driven bankruptcy prediction in manufacturing SMEs : comparing machine learning techniques with logistic regression

Letkovský, Stanislav; Jenčová, Sylvia; … - In: Administrative Sciences : open access journal 16 (2026) 3, pp. 1-41

Bankruptcy prediction is currently a widely researched topic, as it typically results from a chain of negative events. Logistic Regression (LR) is one of the standard prediction tools; however, with advances in technology, machine learning (ML) methods are gaining prominence and demonstrating...

Persistent link: https://www.econbiz.de/10015634019

Digital identification and pattern recognition capabilities using machine learning methods, navigation systems, and video surveillance

Marchenko, Olena; Viunenko, Oleksandr; Nechai, Ihor - In: Technology audit and production reserves 1 (2024) 2/75, pp. 6-13

Persistent link: https://www.econbiz.de/10014497309

A robust support vector machine approach for Raman data classification

Piazza, Marco; Spinelli, Andrea; Maggioni, Francesca; … - 2025

Recent advances in healthcare technologies have led to the availability of large amounts of biological samples across several techniques and applications. In particular, in the last few years, Raman spectroscopy analysis of biological samples has been successfully applied for early-stage...

Persistent link: https://www.econbiz.de/10015506507

A machine learning approach for text pattern diagnosis in mental health consultations

Juanita, Safitri; Daeli, Anisah Hasratniwati; … - 2025

Online health consultation services are crucial for mental health support, particularly in densely populated areas. However, the heavy reliance on human expertise often leads to delays, necessitating more efficient and automated solutions. This study developed a machine learning framework to...

Persistent link: https://www.econbiz.de/10015420451

The poverty alleviation role of the "insurance+futures" pattern : evidence from 10 Chinese provinces

Han, Jinhong - In: Risks : open access journal 13 (2025) 4, pp. 1-16

This paper sorts out the poverty reduction mechanism of the "insurance+futures" pattern and uses actual data from the … top 10 provinces in China with the highest underwriting value in the "insurance+futures" pattern since 2016 to test it by … a panel data model. The results show that the "insurance+futures" pattern has a significant effect on reducing poverty …

Persistent link: https://www.econbiz.de/10015408421

A novel robust optimization model for nonlinear Support Vector Machine

Maggioni, Francesca; Spinelli, Andrea - In: European journal of operational research : EJOR 322 (2025) 1, pp. 237-253

Persistent link: https://www.econbiz.de/10015410212

Spatiotemporal patterns and spatial dislocation with economic level of China's ecological resilience

Yang, Zedong; Sun, Hui; Xia, Xuechao; Zhang, Xuefeng - In: Chinese journal of population, resources and environment 23 (2025) 1, pp. 40-48

spatial pattern generally decreases from the southeastern coastal provinces to the northwest. Moreover, a gradually increasing …

Persistent link: https://www.econbiz.de/10015414102

Discovering the urban pattern through human mobility and virtual space

Dorostkar, Ehsan - In: Journal of urban management 14 (2025) 2, pp. 607-614

take explanatory sequential research in this area a big step forward. This research investigates the triangular pattern … that emerges from the 3 phase sides of the human mobility study area. The main problem is that the pattern of human … mobility in the world's cities is not properly recognized. To answer the question "What is the pattern of human mobility in the …

Persistent link: https://www.econbiz.de/10015415067

Machine learning for predicting bank stability : the role of income diversification in European banking

Farag, Karim; Ali, Loubna; Mutai, Noah Cheruiyot; … - In: FinTech 4 (2025) 2, pp. 1-19

There is an ongoing debate about the role of income diversification in enhancing bank stability within the financial services industry in Europe. Some advocate for diversification, while others argue that its importance should not be overstated. Some financial institutions are encouraged to...

Persistent link: https://www.econbiz.de/10015432827

Intelligent policy framework : natural resource conservation, knowledge and big data analytics

Xiao, Nina; Qu, Xianhe - In: Journal of innovation & knowledge : JIK 10 (2025) 2, pp. 1-10

In today's context of escalating environmental pressure, traditional methods of natural resource conservation face numerous challenges. The use of big data analytics to support the formulation of environmental policies has become a crucial approach for enhancing the efficiency and scientific...

Persistent link: https://www.econbiz.de/10015331637