Scholarly & Creative Works
selected scholarly works & creative activities
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Article
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2025Comparative analysis of model compression techniques for achieving carbon efficient AI. SCIENTIFIC REPORTS. 15.Full Text via DOI: 10.1038/s41598-025-07821-w Web of Science: 001522011000041
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2025A Quantum LSTM-based approach to cyber threat detection in virtual environment. JOURNAL OF SUPERCOMPUTING. 81.Full Text via DOI: 10.1007/s11227-024-06615-7 Web of Science: 001351628500004
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2025Evaluating Generative AI Models for Image-Text Modification. IEEE ACCESS. 13:40703-40729.Full Text via DOI: 10.1109/ACCESS.2025.3547677 Web of Science: 001439584100040
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2025Machine Learning Approach for Groundwater Contamination Spatiotemporal Relationship ExplorationFull Text via DOI: 10.3390/w17010121 Web of Science: 001393385100001
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2024Spatial-temporal analysis of groundwater well features from neural network prediction of hexavalent chromium concentration. SCIENTIFIC REPORTS. 14.Full Text via DOI: 10.1038/s41598-024-82297-8 Web of Science: 001388405400043
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2024AI-based detection and identification of low-level nuclear waste: a comparative analysis. NEURAL COMPUTING & APPLICATIONS. 36:21061-21072.Full Text via DOI: 10.1007/s00521-024-10238-7
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2021Identifying Groups of Fake Reviewers Using a Semisupervised Approach. IEEE TRANSACTIONS ON COMPUTATIONAL SOCIAL SYSTEMS. 8:1369-1378.Full Text via DOI: 10.1109/TCSS.2021.3085406 Web of Science: 000724478300013
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2020Natural Language Processing based Anomalous System Call Sequences Detection with Virtual Memory Introspection. INTERNATIONAL JOURNAL OF ADVANCED COMPUTER SCIENCE AND APPLICATIONS. 11:455-460.Web of Science: 000540015500060
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Book Chapter
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2025Generative AI Techniques for the Simulation of Groundwater Well Data at Hanford Site. 228-243.Full Text via DOI: 10.1007/978-3-031-85856-7_18 Web of Science: 001509594700018
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2024Vision Transformer-Based Emotion Detection in HCI for Enhanced Interaction. 76-86.Full Text via DOI: 10.1007/978-3-031-53827-8_8 Web of Science: 001209044500008
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2023Towards Predicting the Life of an Engine. 497-513.Full Text via DOI: 10.4018/978-1-6684-6937-8.ch023
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2023A Multi-layered Deep Learning Approach for Human Stress Detection. 7-17.Full Text via DOI: 10.1007/978-3-031-27199-1_2
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2023Convolutional Neural Network-Based Cancer Detection Using Histopathologic Images. 287-303.Full Text via DOI: 10.1007/978-3-031-40688-1_13
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2023Deep Learning Approach for Detection of Fraudulent Credit Card Transactions. 125-138.Full Text via DOI: 10.1007/978-3-031-28581-3_13
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2023Deep Learning-Based Efficient Customer Segmentation for Online Retail Businesses. 147-164.Full Text via DOI: 10.1007/978-981-99-3970-1_9
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2023Learning-Based Model for Phishing Attack Detection. 113-124.Full Text via DOI: 10.1007/978-3-031-28581-3_11
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2023Quantum Computing-Enabled Machine Learning for an Enhanced Model Training Approach. 201-216.Full Text via DOI: 10.1007/978-981-19-9530-9_12
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2022Deep learning-based understanding of the complex patterns of cyber attacks. 93-111.Full Text via DOI: 10.4018/978-1-6684-4045-2.ch005
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2022KeyNet: Enhancing Cybersecurity with Deep Learning-Based LSTM on Keystroke Dynamics for Authentication. 761-771.Full Text via DOI: 10.1007/978-3-030-98404-5_67 Web of Science: 000784640700067
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2022Towards Detecting Fake Spammers Groups in Social Media: An Unsupervised Deep Learning Approach. 237-253.Full Text via DOI: 10.1007/978-3-031-10869-3_13
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2020Visualizing High-Dimensional Data Using t-Distributed Stochastic Neighbor Embedding Algorithm. 189-206.Full Text via DOI: 10.1007/978-3-030-43981-1_9
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Conference
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2025Evaluating Text-Image Alignment using Gecko2KFull Text via DOI: 10.1109/ICAIC63015.2025.10848673
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2024A Comparative Study of Deep Learning Models for Image Super-Resolution Across Various Magnification Levels. 395-400.Full Text via DOI: 10.1109/FMLDS63805.2024.00076
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2024Advanced Deep Learning Models for Groundwater Contaminant Dynamics at the Savannah River Site. 371-376.Full Text via DOI: 10.1109/FMLDS63805.2024.00072
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2023Methodologies for Email Spam Classification using Large Language Models. 179-185.Full Text via DOI: 10.1109/CSCI62032.2023.00034 Web of Science: 001283930300002
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2023Quantum Neural Network Classification-Based Cyber Threat Detection in Virtual Environment. 391-396.Full Text via DOI: 10.1109/CSCI62032.2023.00070 Web of Science: 001283930300111
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2022Ada-Thres: An Adaptive Thresholding Method to Mitigate the False Alarms. 916-921.Full Text via DOI: 10.1109/CSCI58124.2022.00164
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2022EA-NET: A Hybrid and Ensemble Multi-Level Approach For Robust Anomaly Detection. 18-27.Full Text via DOI: 10.29007/6nhl
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2020Learning-based models to detect runtime phishing activities using URLs. 102-106.Full Text via DOI: 10.1145/3388142.3388170
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2019Behavioral Analysis of System Call Sequences using LSTM Seq-Seq, Cosine Similarity and Jaccard Similarity for Real-time Anomaly Detection. 214-219.Full Text via DOI: 10.1109/CSCI49370.2019.00043 Web of Science: 000569996300036
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2019Deep Learning Approach to Detect Malicious Attacks at System Level. 314-315.Full Text via DOI: 10.1145/3317549.3326308 Web of Science: 000477981300044
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Editorial Material
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Preprint
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2024DYNA-B: An Enhanced And Dynamic Batch Size Tuning For LSTM Neural NetworkFull Text via DOI: 10.21203/rs.3.rs-4278420/v1
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Review
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2025Toward the detection of intracranial hemorrhage: a transfer learning approach. 221-238.Full Text via DOI: 10.20517/ais.2024.46 Web of Science: 001524770300007
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Research
co-principal investigator on
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Grant
- Large language Model (LLM) for Knowledge Inferencing using Environmental Monitoring and Restoration Text Datasets awarded by U.S. Department of Energy 2025 - 2026
- AI based modeling and automation for process monitoring at SRNL awarded by U.S. Department of Energy 2025 - 2026
- Federated Machine Learning for Long-Term Environmental Remote Monitoring and Optimization awarded by U.S. Department of Energy 2024 - 2025
