An Innovative Method for Enterprise Resource Planning (ERP) for Business and knowledge Management Based on Tree MLP Model
- Title
- An Innovative Method for Enterprise Resource Planning (ERP) for Business and knowledge Management Based on Tree MLP Model
- Creator
- Ahlawat J.; Sundaresh K.; Murugan R.T.; Sawadatkar S.; Mule A.K.; Kiran P.B.N.
- Description
- This strategy highlights the benefits of utilizing cutting-edge IT to back up company goals and genuinely assist in changing internal procedures by implementing an ERP-appropriate solution. Any organization, no matter how big or little, can benefit from an enterprise resource planning (ERP) system, which is an integrated suite of tools designed to streamline and improve internal business operations. Staying true to this approach will ensure that you get the greatest results while training the model, selecting features, and doing preprocessing. In order to use dense vector embedding for preparing the raw system logs, ERP system logs are typically represented by a combination of alphanumeric characters. While selecting features, SIM uses Particle Swarm Optimization (PSO) to create uniform product configurations. Using a Tree-MLP, the model was trained. This new strategy outperforms the old one, including Decision Tree and MLP. A 94.30% improvement in accuracy was achieved after implementing the technique. 2024 IEEE.
- Source
- International Conference on Intelligent Algorithms for Computational Intelligence Systems, IACIS 2024
- Date
- 2024-01-01
- Publisher
- Institute of Electrical and Electronics Engineers Inc.
- Subject
- enterprise resource planning (ERP); multi-layer perceptron (MLP); swarm intelligence module (SIM)
- Coverage
- Ahlawat J., Tecnia Institute of Advanced Studies, Department of Management Sciences, New Delhi, India; Sundaresh K., Srm University, School of Law, Chengalpattu, India; Murugan R.T., Kalasalingam Academy of Research and Education, Kalasalingam Business School, Department of Business Administration, Krishnankoil, India; Sawadatkar S., Dr D Y Patil Institute of Technology, Department of Civil Engineering, Pimpri, Pune, India; Mule A.K., Dr. D. Y. Patil Institute of Technology, Department of First Year Engineering, Pimpri, Pune, India; Kiran P.B.N., Christ University, School of Business and Management, Bengaluru, India
- Rights
- Restricted Access
- Relation
- ISBN: 979-835036066-0
- Format
- Online
- Language
- English
- Type
- Conference paper
Collection
Citation
Ahlawat J.; Sundaresh K.; Murugan R.T.; Sawadatkar S.; Mule A.K.; Kiran P.B.N., “An Innovative Method for Enterprise Resource Planning (ERP) for Business and knowledge Management Based on Tree MLP Model,” CHRIST (Deemed To Be University) Institutional Repository, accessed February 25, 2025, https://archives.christuniversity.in/items/show/19095.