Uphar Singh

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Publications (15)

• GA-LSTM: Performance Optimization of LSTM driven Time Series Forecasting
  Computational Economics 2025 DOI: 10.1007/s10614-024-10769-0
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• HMS-IDS: Threat Intelligence Integration for Zero-Day Exploits and Advanced Persistent Threats in IIoT
  Arabian Journal for Science and Engineering 2024 DOI: 10.1007/s13369-024-08935-5
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• Unveiling AI Efficiency: Loan Application Process Optimization Using PM4PY Tool
  Communications in Computer and Information Science 2024 DOI: 10.1007/978-3-031-56700-1_39
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• An Empirical Evaluation of Machine Learning Algorithms for Intrusion Detection in IIoT Networks
  2023 IEEE 20th India Council International Conference, INDICON 2023 2023 DOI: 10.1109/INDICON59947.2023.10440779
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• Anomaly Classification to Enable Self-healing in Cyber Physical Systems Using Process Mining
  Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2023 DOI: 10.1007/978-3-031-44505-7_1
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• Evaluating the Effectiveness of Multi-Filtering Techniques on Comprehensibility Improvement of Spaghetti Models
  2023 14th International Conference on Computing Communication and Networking Technologies, ICCCNT 2023 2023 DOI: 10.1109/ICCCNT56998.2023.10308399
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• Hyperparameter Tuning for LSTM and ARIMA Time Series Model: A Comparative Study
  2023 IEEE 4th Annual Flagship India Council International Subsections Conference: Computational Intelligence and Learning Systems, INDISCON 2023 2023 DOI: 10.1109/INDISCON58499.2023.10270325
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• Improving event log quality using autoencoders and performing quantitative analysis with conformance checking
  Proceedings of the 13th International Conference on Cloud Computing, Data Science and Engineering, Confluence 2023 2023 DOI: 10.1109/Confluence56041.2023.10048805
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• Use of Heterogeneous Data for Forecasting of Stock Market Movement Using Social Media and Financial News Headlines
  ECTI Transactions on Computer and Information Technology 2023 DOI: 10.37936/ecti-cit.2023174.253579
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• Agricultural Plantation Classification using Transfer Learning Approach based on CNN
  arXiv 2022 DOI: 10.48550/arXiv.2206.09420
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