在适应性行为模式学习和模拟中对智能会计管理器系统模块的优化研究
Yifan Wang1, Rongjie Qin2, Musadaq Mansoor3
1Shenzhen MSU-BIT University, Shenzhen, Guangdong, China.
PeerJ. Computer science
|March 26, 2025
概括
本研究介绍了用于会计管理健康分类的A-CHMM-FD方法. 它通过使用分析层次过程和合隐藏马尔科夫模型来提高风险检测的准确性.
科学领域:
- 会计管理 会计管理
- 金融风险评估 金融风险评估
- 金融中的机器学习
背景情况:
- 适应性学习技术正在改变会计管理教育和风险评估.
- 目前用于分类会计管理健康的方法需要提高准确性和有效性.
研究的目的:
- 引入用于会计管理的高级健康分类方案,称为A-CHMM-FD.
- 提高财务风险检测在会计管理中的准确性和有效性.
主要方法:
- A-CHMM-FD方法集成了分析层次过程 (AHP) 与合隐藏马尔科夫模型 (CHMM).
- AHP用于量化会计指标,然后由CHMM分析风险评估.
- 模糊的界限被用来将实体分类为健康,有风险或高风险.
主要成果:
- 对金融风险数据集的经验验证证证实了该框架的卓越效率和精度.
- A-CHMM-FD方法在会计管理的健康分类中表现出有效性.
- 拟议的方法为管理会计风险提供了一个新的技术轨迹.
结论:
- A-CHMM-FD方法为会计管理健康分类提供了一种有效的方法.
- 该框架增强了风险检测,并为获取会计知识提供了新的视角.
- 该研究强调了将AHP和CHMM集成到复杂的金融风险管理中的潜力.
更多相关视频
09:13A Fully Automated and Highly Versatile System for Testing Multi-cognitive Functions and Recording Neuronal Activities in Rodents
Published on: May 3, 2012
14.3K
06:28Biomechanical Changes Related to Low Back Pain: An Innovative Tool for Movement Pattern Assessment and Treatment Evaluation in Rehabilitation
Published on: December 13, 2024
386
相关概念视频
Behavior Modification
115
Behavioral approaches have often been criticized for ignoring mental processes and focusing solely on observable behavior. However, these approaches provide an optimistic perspective for individuals seeking to change their behaviors. Rather than concentrating on intrinsic personality traits, behavioral approaches suggest that even longstanding habits can be modified by changing the reward contingencies that maintain them.
A real-world application of operant conditioning principles is applied...
A real-world application of operant conditioning principles is applied...
115
Modeling in Therapy
38
Modeling, a key technique in therapy, uses observational learning to help clients acquire and practice new skills by watching therapists demonstrate desired behaviors. This approach, rooted in Albert Bandura's concept of vicarious learning, plays a significant role in therapeutic interventions for various psychological conditions, including social anxiety, ADHD, and depression.
Participant Modeling
Participant modeling involves therapists demonstrating calm and effective behaviors in...
Participant Modeling
Participant modeling involves therapists demonstrating calm and effective behaviors in...
38
Mechanistic Models: Compartment Models in Algorithms for Numerical Problem Solving
35
Mechanistic models play a crucial role in algorithms for numerical problem-solving, particularly in nonlinear mixed effects modeling (NMEM). These models aim to minimize specific objective functions by evaluating various parameter estimates, leading to the development of systematic algorithms. In some cases, linearization techniques approximate the model using linear equations.
In individual population analyses, different algorithms are employed, such as Cauchy's method, which uses a...
In individual population analyses, different algorithms are employed, such as Cauchy's method, which uses a...
35
