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Dr. Himanshu Upadhyay
Dr. Himanshu Upadhyay
Associate Professor- Electrical & Computer Engineering
Verified email at fiu.edu
Title
Cited by
Cited by
Year
Predictive maintenance architecture development for nuclear infrastructure using machine learning
HA Gohel, H Upadhyay, L Lagos, K Cooper, A Sanzetenea
Nuclear Engineering and Technology 52 (7), 1436-1442, 2020
1172020
Securing environmental IoT data using masked authentication messaging protocol in a DAG-based blockchain: IOTA tangle
P Gangwani, A Perez-Pons, T Bhardwaj, H Upadhyay, S Joshi, L Lagos
Future Internet 13 (12), 312, 2021
512021
A deep learning approach for modeling of geothermal energy prediction
P Gangwani, J Soni, H Upadhyay, S Joshi
International Journal of Computer Science and Information Security (IJCSIS …, 2020
432020
Machine learning approach for malware detection using random forest classifier on process list data structure
S Joshi, H Upadhyay, L Lagos, NS Akkipeddi, V Guerra
Proceedings of the 2nd International Conference on Information System and …, 2018
352018
Evaluation of IoT data visualization tools and techniques
SK Peddoju, H Upadhyay
Data visualization: Trends and challenges toward multidisciplinary …, 2020
292020
Behavioral analysis of system call sequences using LSTM seq-seq, cosine similarity and jaccard similarity for real-time anomaly detection
J Soni, N Prabakar, H Upadhyay
2019 International Conference on Computational Science and Computational …, 2019
282019
Visualizing high-dimensional data using t-distributed stochastic neighbor embedding algorithm
J Soni, N Prabakar, H Upadhyay
Principles of data science, 189-206, 2020
262020
Autonomic resource allocation mechanism for service-based cloud applications
T Bhardwaj, H Upadhyay, SC Sharma
2019 international conference on computing, communication, and intelligent …, 2019
192019
Learning-based models to detect runtime phishing activities using URLs
SS Sirigineedi, J Soni, H Upadhyay
Proceedings of the 2020 4th international conference on compute and data …, 2020
182020
A multi-time-scale time series analysis for click fraud forecasting using binary labeled imbalanced dataset
GS Thejas, J Soni, KG Boroojeni, SS Iyengar, K Srivastava, P Badrinath, ...
2019 4th International Conference on Computational Systems and Information …, 2019
182019
Applications of swarm intelligent and deep learning algorithms for image-based cancer recognition
T Bhardwaj, R Mittal, H Upadhyay, L Lagos
Artificial Intelligence in Healthcare, 133-150, 2022
172022
Feature extraction through deepwalk on weighted graph
J Soni, N Prabakar, H Upadhyay
Proceedings of the 15th international conference on data science (ICDATA’19 …, 2019
172019
Natural language processing based anomalous system call sequences detection with virtual memory introspection
SK Peddoju, H Upadhyay, J Soni, N Prabakar
International Journal of Advanced Computer Science and Applications 11 (5), 2020
162020
A blockchain-facilitated secure sensing data processing and logging system
W Zhao, IM Aldyaflah, P Gangwani, S Joshi, H Upadhyay, L Lagos
IEEE Access 11, 21712-21728, 2023
152023
PyLEnM: A machine learning framework for long-term groundwater contamination monitoring strategies
AO Meray, S Sturla, MR Siddiquee, R Serata, S Uhlemann, ...
Environmental science & technology 56 (9), 5973-5983, 2022
152022
Comparative analysis of LSTM, one-class SVM, and PCA to monitor real-time malware threats using system call sequences and virtual machine introspection
J Soni, SK Peddoju, N Prabakar, H Upadhyay
International Conference on Communication, Computing and Electronics Systems …, 2021
152021
Autonomic resource provisioning framework for service-based cloud applications: a queuing-model based approach
T Bhardwaj, H Upadhyay, SC Sharma
2020 10th international conference on cloud computing, data science …, 2020
132020
Deep learning approach to detect malicious attacks at system level: poster
J Soni, N Prabakar, H Upadhyay
Proceedings of the 12th Conference on Security and Privacy in Wireless and …, 2019
132019
Cloudlet-enabled wireless body area networks (WBANs): a systematic review, architecture, and research directions for QoS improvement
T Bhardwaj, C Reyes, H Upadhyay, SC Sharma, L Lagos
International Journal of System Assurance Engineering and Management, 1-25, 2022
122022
File integrity monitoring tools: Issues, challenges, and solutions
SK Peddoju, H Upadhyay, L Lagos
Concurrency and Computation: Practice and Experience 32 (22), e5825, 2020
122020
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