Search Results - subject:"Support Vector Machine"

Forecasting stock closing prices with an application to airline company data

Xu, Xu; Zhang, Yixiang; McGrory, Clare Anne; Wu, Jinran; … - In: Data science and management : DSM 6 (2023) 4, pp. 239-246

also compare our approach with ridge, tree, and support vector machine regressions, as well as neural network approaches to …

Persistent link: https://www.econbiz.de/10014518025

Prediction and analysis of customer complaints using machine learning techniques

Alarifi, Ghadah; Rahman, Mst Farjana; Hossain, Md Shamim - In: International journal of e-business research : IJEBR ; … 19 (2023) 1, pp. 1-25

Persistent link: https://www.econbiz.de/10015051113

Is artificial intelligence really more accurate in predicting bankruptcy?

Letkovský, Stanislav; Jeňcová, Sylvia; … - In: International Journal of Financial Studies : open … 12 (2024) 1, pp. 1-19

Predicting bankruptcy within selected industries is crucial because of the potential ripple effects and unique characteristics of those industries. It serves as a risk management tool, guiding various stakeholders in making decisions. While artificial intelligence (AI) has shown high success...

Persistent link: https://www.econbiz.de/10014502270

Evaluation and analysis of classroom teaching quality of art design specialty based on DBT-SVM

Guo, Junmei - In: International journal of networking and virtual … 28 (2023) 2/4, pp. 106-121

Persistent link: https://www.econbiz.de/10014435575

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

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

fixed-effects model, with machine-learning algorithms such as Random Forest and Support Vector Machine. These methods are …

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

study employed two algorithms: Bayesian inference and a weighted Support Vector Machine (SVM) algorithm based on the grey …

Persistent link: https://www.econbiz.de/10015461159

A robust support vector machine approach for Raman data classification

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

Vector Machine (SVM) in classifying COVID-19 samples obtained from Raman spectroscopy. Given the noisy and perturbed nature … predictive models under data uncertainty. In this paper, we investigate the performance of a novel robust formulation for Support …

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

Does culture influence the website design of schools? : a cross-cultural comparative study in the Indian, Chinese and American context

Ganguly, Boudhayan; Nag, Tirthankar - In: Global business review 26 (2025) 2, pp. 318-331

Persistent link: https://www.econbiz.de/10015423946

Deep stacking kernel machines for the data-driven multi-item, one-warehouse, multiretailer problems with backlog and lost sales

Chen, Zhen-Yu; Sun, Minghe - In: INFORMS journal on computing : JOC ; charting new … 37 (2025) 4, pp. 894-916

Persistent link: https://www.econbiz.de/10015453399