Shruti Patil

Orcid: 0000-0002-4903-1540

According to our database1, Shruti Patil authored at least 57 papers between 2005 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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On csauthors.net:

Bibliography

2024
Exploring AI-driven approaches for unstructured document analysis and future horizons.
J. Big Data, December, 2024

A review of graph neural networks: concepts, architectures, techniques, challenges, datasets, applications, and future directions.
J. Big Data, December, 2024

Understanding the Performance of AI Algorithms in Text-Based Emotion Detection for Conversational Agents.
ACM Trans. Asian Low Resour. Lang. Inf. Process., August, 2024

An audio-based anger detection algorithm using a hybrid artificial neural network and fuzzy logic model.
Multim. Tools Appl., April, 2024

Securing AI-based healthcare systems using blockchain technology: A state-of-the-art systematic literature review and future research directions.
Trans. Emerg. Telecommun. Technol., January, 2024

A comparison of deep transfer learning backbone architecture techniques for printed text detection of different font styles from unstructured documents.
PeerJ Comput. Sci., 2024

Deep learning approaches for lyme disease detection: leveraging progressive resizing and self-supervised learning models.
Multim. Tools Appl., 2024

Explainable Predictive Maintenance of Rotating Machines Using LIME, SHAP, PDP, ICE.
IEEE Access, 2024

2023
A systematic review of applications of natural language processing and future challenges with special emphasis in text-based emotion detection.
Artif. Intell. Rev., December, 2023

Reinforcement learning for predictive maintenance: a systematic technical review.
Artif. Intell. Rev., November, 2023

A scoping review on multi-fault diagnosis of industrial rotating machines using multi-sensor data fusion.
Artif. Intell. Rev., May, 2023

A Bone Fracture Detection using AI-Based Techniques.
Scalable Comput. Pract. Exp., April, 2023

Textual Feature Extraction Using Ant Colony Optimization for Hate Speech Classification.
Big Data Cogn. Comput., March, 2023

Multi-fault diagnosis of Industrial Rotating Machines using Data-driven approach : A review of two decades of research.
Eng. Appl. Artif. Intell., 2023

Automatic Segmentation of Pancreas and Pancreatic Tumor: A Review of a Decade of Research.
IEEE Access, 2023

A Generalized Multiobjective Reliability Redundancy Allocation With Uncertainties.
IEEE Access, 2023

2022
Kids' Emotion Recognition Using Various Deep-Learning Models with Explainable AI.
Sensors, 2022

A Low-Cost Multi-Sensor Data Acquisition System for Fault Detection in Fused Deposition Modelling.
Sensors, 2022

Enhancing Optical Character Recognition on Images with Mixed Text Using Semantic Segmentation.
J. Sens. Actuator Networks, 2022

A Review on Text-Based Emotion Detection - Techniques, Applications, Datasets, and Future Directions.
CoRR, 2022

Target-DBPPred: An intelligent model for prediction of DNA-binding proteins using discrete wavelet transform based compression and light eXtreme gradient boosting.
Comput. Biol. Medicine, 2022

Deep-GHBP: Improving prediction of Growth Hormone-binding proteins using deep learning model.
Biomed. Signal Process. Control., 2022

Machine Learning Styles for Diabetic Retinopathy Detection: A Review and Bibliometric Analysis.
Big Data Cogn. Comput., 2022

Deep Learning Approaches for Video Compression: A Bibliometric Analysis.
Big Data Cogn. Comput., 2022

A Review on Machine Learning Styles in Computer Vision - Techniques and Future Directions.
IEEE Access, 2022

AI-Based Conversational Agents: A Scoping Review From Technologies to Future Directions.
IEEE Access, 2022

Recent Challenges and Opportunities in Video Summarization With Machine Learning Algorithms.
IEEE Access, 2022

2021
Deep learning based respiratory sound analysis for detection of chronic obstructive pulmonary disease.
PeerJ Comput. Sci., 2021

Applying and Understanding an Advanced, Novel Deep Learning Approach: A Covid 19, Text Based, Emotions Analysis Study.
Inf. Syst. Frontiers, 2021

AI Based Emotion Detection for Textual Big Data: Techniques and Contribution.
Big Data Cogn. Comput., 2021

Improving the Robustness of AI-Based Malware Detection Using Adversarial Machine Learning.
Algorithms, 2021

Explainable AI for Multimodal Credibility Analysis: Case Study of Online Beauty Health (Mis)-Information.
IEEE Access, 2021

Attention Span Prediction Using Head-Pose Estimation With Deep Neural Networks.
IEEE Access, 2021

Data-Driven Remaining Useful Life Estimation for Milling Process: Sensors, Algorithms, Datasets, and Future Directions.
IEEE Access, 2021

A Novel AI-Based System for Detection and Severity Prediction of Dementia Using MRI.
IEEE Access, 2021

A Survey of AI-Based Facial Emotion Recognition: Features, ML & DL Techniques, Age-Wise Datasets and Future Directions.
IEEE Access, 2021

2018
Approximate Computing Using Multiple-Access Single-Charge Associative Memory.
IEEE Trans. Emerg. Top. Comput., 2018

2016
Low power data-aware STT-RAM based hybrid cache architecture.
Proceedings of the 17th International Symposium on Quality Electronic Design, 2016

DCC: Double Capacity Cache Architecture for Narrow-Width Values.
Proceedings of the 26th edition on Great Lakes Symposium on VLSI, 2016

MASC: Ultra-low energy multiple-access single-charge TCAM for approximate computing.
Proceedings of the 2016 Design, Automation & Test in Europe Conference & Exhibition, 2016

2015
ScaffCC: Scalable compilation and analysis of quantum programs.
Parallel Comput., 2015

Hierarchical design of robust and low data dependent FinFET based SRAM array.
Proceedings of the 2015 IEEE/ACM International Symposium on Nanoscale Architectures, 2015

Characterization of User's Behavior Variations for Design of Replayable Mobile Workloads.
Proceedings of the Mobile Computing, Applications, and Services, 2015

CAUSE: Critical Application Usage-Aware Memory System using Non-volatile Memory for Mobile Devices.
Proceedings of the IEEE/ACM International Conference on Computer-Aided Design, 2015

GazeTube: Gaze-Based Adaptive Video Playback for Bandwidth and Power Optimizations.
Proceedings of the 2015 IEEE Global Communications Conference, 2015

Compiler Management of Communication and Parallelism for Quantum Computation.
Proceedings of the Twentieth International Conference on Architectural Support for Programming Languages and Operating Systems, 2015

2014
Characterizing the performance effect of trials and rotations in applications that use Quantum Phase Estimation.
Proceedings of the 2014 IEEE International Symposium on Workload Characterization, 2014

ScaffCC: a framework for compilation and analysis of quantum computing programs.
Proceedings of the Computing Frontiers Conference, CF'14, 2014

2012
Weighted area technique for electromechanically enabled logic computation with cantilever-based NEMS switches.
Proceedings of the 2012 Design, Automation & Test in Europe Conference & Exhibition, 2012

2011
Simulation based performance analysis of PLL at 450MHz.
Proceedings of the ICWET '11 International Conference & Workshop on Emerging Trends in Technology, Mumbai, Maharashtra, India, February 25, 2011

Comparison between conventional intraframe codec and Wyner Ziv Codec.
Proceedings of the ICWET '11 International Conference & Workshop on Emerging Trends in Technology, Mumbai, Maharashtra, India, February 25, 2011

Study of turbo code and low density parity check code in transform domain distributed video coding.
Proceedings of the ICWET '11 International Conference & Workshop on Emerging Trends in Technology, Mumbai, Maharashtra, India, February 25, 2011

A cross-layer approach for wireless networked control system with better channel coding scheme.
Proceedings of the ICWET '11 International Conference & Workshop on Emerging Trends in Technology, Mumbai, Maharashtra, India, February 25, 2011

Performing bitwise logic operations in cache using spintronics-based magnetic tunnel junctions.
Proceedings of the 8th Conference on Computing Frontiers, 2011

2010
Spintronic logic gates for spintronic data using magnetic tunnel junctions.
Proceedings of the 28th International Conference on Computer Design, 2010

2008
Maximizing Resource Utilization by Slicing of Superscalar Architecture.
Proceedings of the 11th Euromicro Conference on Digital System Design: Architectures, 2008

2005
HAUNT-24: 24-bit Hierarchical, Application-Confined Unique Naming Technique.
Proceedings of the Fifth International Conference on Intelligent Systems Design and Applications (ISDA 2005), 2005


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