Search Results - subject:"Machine Learning"

Legal dimensions of global AML risk assessment : a machine learning approach

Kovalchuk, Olha; Shevchuk, Ruslan; Banakh, Serhiy; … - In: Risks : open access journal 14 (2026) 1, pp. 1-27

Money laundering poses a serious threat to financial stability and requires effective national frameworks for prevention. This study investigates how the quality of legal and institutional frameworks affects the effectiveness of national anti-money laundering (AML) systems and their implications...

Persistent link: https://www.econbiz.de/10015611262

Machine learning & artificial intelligence powered credit scoring models for Islamic Microfinance Institutions : a Blockchain approach

Mukit, Mohammad Mushfiqul Haque; Hasan, Fakhrul; … - In: Risks : open access journal 14 (2026) 1, pp. 1-27

Microfinance Institutions' requirements. Researchers use machine learning coupled with blockchain technology to create an adaptive …

Persistent link: https://www.econbiz.de/10015611276

A framework for interpreting machine learning models in bond default risk prediction using LIME and SHAP

Zhang, Yan; Chen, Lin; Tian, YiXiang - In: Risks : open access journal 14 (2026) 2, pp. 1-14

examine the prediction of bond defaults using several widely used machine learning algorithms. The classification performance …

Persistent link: https://www.econbiz.de/10015611531

Measuring services complexity: a novel machine learning approach using U.S. input-output data

Picasso, Santiago - 2026

Persistent link: https://www.econbiz.de/10015611687

A machine learning and multi-criteria decision-making approach to cycle counting

Vaccari, Laura; Balugani, Elia; Lolli, Francesco; … - In: Logistics 10 (2026) 1, pp. 1-19

suggest that multi-criteria decision-making (MCDM) and machine learning (ML) may offer more effective solutions. Methods: This …

Persistent link: https://www.econbiz.de/10015611797

Pathways of climate variability, agricultural performance, and conflict : a machine learning approach to complex dependencies

Gattone, Tulia; Romano, Donato; Tiberti, Luca - 2026

Persistent link: https://www.econbiz.de/10015611909

Hybrid modelling using simulation and machine learning in healthcare

Ahmadi, Ali; Fakhimi, Masoud; Magnusson, Carin - In: Computers & operations research : an international journal 185 (2026), pp. 1-19

Persistent link: https://www.econbiz.de/10015552381

Towards an unsupervised learning scheme for efficiently solving parameterized mixed-integer programs

Qu, Shiyuan; Dong, Fenglian; Wei, Zhiwei; Shang, Chao - In: Computers & operations research : an international journal 185 (2026), pp. 1-12

Persistent link: https://www.econbiz.de/10015552389

An optimization-based algorithm for fair and calibrated synthetic data generation

Burgard, Jan Pablo; Pamplona, João Vitor; Pinheiro, … - In: Computers & operations research : an international journal 187 (2026), pp. 1-11

Persistent link: https://www.econbiz.de/10015558909

Generic machine-learning-augmented beam search for resource-constrained shortest path reformulations of combinatorial optimization problems

Yan, Fulin; Clautiaux, François; Froger, Aurélien; … - In: Computers & operations research : an international journal 187 (2026), pp. 1-22

Persistent link: https://www.econbiz.de/10015558929