Agata Kozina - Publications, H-index & Citations | 科言猫

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Agata Kozina

wroclaw university of economics & business

8H指数

32论文数

230被引数

收录论文 6

发表时间

A Comprehensive Review of Data Augmentation Methods for Support Business Processes Using Machine Learning and Deep Learning 机器学习与深度学习在支持业务流程中使用的数据增强方法综述

EMERGING CHALLENGES IN INTELLIGENT MANAGEMENT INFORMATION SYSTEMS, ECAI 2025-IMIS WORKSHOP, VOL 2

IF0

2026-01-01

0

PREAI

Kozina, Agata; Pikus, Michal

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Data Augmentation Using Large Language Models: Methods, Challenges, and Perspectives 基于大型语言模型的数据增强：方法、挑战与展望

EMERGING CHALLENGES IN INTELLIGENT MANAGEMENT INFORMATION SYSTEMS, ECAI 2025-IMIS WORKSHOP, VOL 1

IF0

2026-01-01

0

PREAI

Kozina, Agata; Pikus, Michal; Ws, Jaroslaw

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Enhancing Embedding Representations for Large Language Models: A Comparative Study of the Hashing Trick and One-Hot Encoding 增强大型语言模型的嵌入表示：哈希技巧与独热编码的比较研究

ADVANCES IN COMPUTATIONAL COLLECTIVE INTELLIGENCE, ICCCI 2025, PT I

IF0

2026-01-01

0

PREAI

Kozina, Agata; Pikus, Michal

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Perception of AI Applications in Enterprise Decision-Making Processes Depending on Company Size 企业决策过程中对AI应用感知的差异：基于公司规模

EMERGING CHALLENGES IN INTELLIGENT MANAGEMENT INFORMATION SYSTEMS, ECAI 2025-IMIS WORKSHOP, VOL 2

IF0

2026-01-01

0

PREAI

Nadolny, Michal; Kozina, Agata; Walaszczyk, Ewa; Liwarska-Fulczyk, Katarzyna

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Using Deep Learning in Forecasting the Production of Electricity from Photovoltaic and Wind Farms 利用深度学习预测光伏和风电场的电力生产

IF0

2025-07-23

0

OAAI

Michał Pikus; Jarosław Wąs; Agata Kozina

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Food Demand Prediction Using the Nonlinear Autoregressive Exogenous Neural Network

IF3.6

2021-01-01

10

OAAI

Lutoslawski, Krzysztof; Hernes, Marcin; Radomska, Joanna; Hajdas, Monika; Walaszczyk, Ewa; Kozina, Agata

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