Search Results - subject:"Classification"

D'Onofrio, Federico; Grani, Giorgio; Monaci, Marta; … - In: Computers & operations research : an international journal 161 (2024), pp. 1-19

Persistent link: https://www.econbiz.de/10014559221

Predicting mortgage loan defaults using machine learning techniques

Krasovytskyi, Danylo; Stavytskyy, Andriy - In: Mokslo darbai / Vilniaus Universitetas 103 (2024) 2, pp. 140-160

Mortgage default prediction is always on the table for financial institutions. Banks are interested in provision planning, while regulators monitor systemic risk, which this sector may possess. This research is focused on predicting defaults on a one-year horizon using data from the Ukrainian...

Persistent link: https://www.econbiz.de/10015047688

Automatic product classification in international trade : machine learning and large language models

Marra de Artiñano, Ignacio; Riottini Depetris, Franco; … - 2023 - This version: July 2023

intelligence (AI) can play in facilitating product classification at scale and, more generally, in enhancing the categorization of …

Persistent link: https://www.econbiz.de/10014536623

Harmonizing the harmonized system

Lukaszuk, Piotr; Torun, David - 2022

Persistent link: https://www.econbiz.de/10013455692

Me, Myself, and My AI : how artificial intelligence classification failures threaten consumers' self-expression

Lopes, Ana Rita Gonçalves; Pinto, Diego Costa; … - In: Journal of business research : JBR 186 (2025), pp. 1-16

Persistent link: https://www.econbiz.de/10015156892

A hybrid model of machine learning for classifying household water-consumption behaviors

Wang, Miao; Li, Zonghan; Liu, Yi; Lin, Lu; Wang, Chunyan - In: Cleaner and responsible consumption 16 (2025), pp. 1-10

a proxy variable in water-consumption behavior classification models, demonstrating its potential to enhance accuracy …

Persistent link: https://www.econbiz.de/10015393861

Generating, grading, and ghosting : how organizing experts shapes expertise

Monteiro, Pedro - 2025

Persistent link: https://www.econbiz.de/10015397616

Enhancing multi-criteria inventory classification : resolving boundary issues with VIKOR-Fuzzy Sorting

Khan, Jehangir; Ishizaka, Alessio; Babai, M. Zied - 2025

Persistent link: https://www.econbiz.de/10015373740

Pricing in spatial classification system in non-symmetric market demand based on the calculations of double interval grey numbers

Amini, Maryam; Mahmoodi, Armin; Hashemi, Leila; Aslani, … - 2025

prices while adhering to constraints such as spatial classification and inventory costs. This article's contribution extends … classification, pricing strategies and inventory control. Notably, this novel integration provides a platform for unraveling the …

Persistent link: https://www.econbiz.de/10015395089

Revisiting column-generation-based matheuristic for learning classification trees

Patel, Krunal Kishor; Desaulniers, Guy; Lodi, Andrea - 2023

Persistent link: https://www.econbiz.de/10014368425