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Machine learning algorithms

Boundary-aware dual-discriminator generative adversarial network for data augmentation in financial transaction fraud detection

Honghao Zhu, Zhanchao Wang, Yu Xie, Jiamin Yao

When algorithmic managers fail to fulfill their promises: The role of anthropomorphism in shaping justice perceptions

Kyriaki Fousiani, Lorenz Reinold Cremer, Mehmet Çetin, Sabine Raeder

Scenario-based portfolio optimization via bootstrapping and machine learning methods: Theory development and empirical evidence from the Tehran Stock Market

Morteza Amini, Sajedeh Javadi, Majid Soleimani-damaneh

Design and development of a convolutional neural network based on human cognitive attention mechanism for automatic classification of leukemia

Mohammad Zolfaghari, Mohammad Saniee Abadeh, Hedieh Sajedi

Comparison of machine learning methods in forecasting and characterizing the birch and grass pollen season

Daniel Bulanda, Małgorzata Bulanda, [ ... ], Dorota Myszkowska

Accurate characterization of mix plastic waste using ATR-FTIR spectroscopy and machine learning methods

Ziang Zhou, Hengxuan Shao, [ ... ], Wanqing Wang

Enhancing reliability in electrical grids: A hybrid machine learning approach for electrical faults classification

Momotaz Begum, Ariful Islam Shiplu, [ ... ], Hezerul bin Abdul Karim

Predicting risk of ascending thoracic aortic aneurysm in asymptomatic adults using machine learning

Seung Jae Lee, Jin Hee Ahn, [ ... ], Jae-Geum Shim

ECE-VDTDA: A robust and computationally efficient collision avoidance system for driver assistance in foggy weather

Naeem Raza, Muhammad Asif Habib, [ ... ], Muhammad Ahsan Latif

Exploring the toxicological mechanisms of Benzo[a]anthracene (BaA) exposure in lung adenocarcinoma (LUAD) via network toxicology, machine learning, and multi-dimensional bioinformatics analysis

Zhiyao Shi, Zhiyong Fang, [ ... ], Xixing Wang

High accuracy breast cancer classification with BIRADS and coclustering

Run Zhou, Xujiang Yu, Jianhao Wang

Machine learning-inspired similarity measure to forecast M&A from patent data

Giambattista Albora, Matteo Straccamore, Andrea Zaccaria

Repeated pattern detection on fabric: A survey and novel approach

Ebru Ayyurek, Matteo Marcuzzo, [ ... ], Andrea Gasparetto

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