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Shruti Patil
ORCID
Publication Activity (10 Years)
Years Active: 2005-2024
Publications (10 Years): 43
Top Topics
Future Directions
Emotion Recognition
Bibliometric Analysis
Sensor Data
Top Venues
IEEE Access
Big Data Cogn. Comput.
CoRR
Artif. Intell. Rev.
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Publications
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Rucha Shinde
,
Shruti Patil
,
Ketan Kotecha
,
Vidyasagar M. Potdar
,
Ganeshsree Selvachandran
,
Ajith Abraham
Securing AI-based healthcare systems using blockchain technology: A state-of-the-art systematic literature review and future research directions.
Trans. Emerg. Telecommun. Technol.
35 (1) (2024)
Daryl Jacob Jerrish
,
Om Nankar
,
Shilpa Gite
,
Shruti Patil
,
Ketan Kotecha
,
Ganeshsree Selvachandran
,
Ajith Abraham
Deep learning approaches for lyme disease detection: leveraging progressive resizing and self-supervised learning models.
Multim. Tools Appl.
83 (7) (2024)
Bharti Khemani
,
Shruti Patil
,
Ketan Kotecha
,
Sudeep Tanwar
A review of graph neural networks: concepts, architectures, techniques, challenges, datasets, applications, and future directions.
J. Big Data
11 (1) (2024)
Zubair Ashraf
,
Mohammad Shahid
,
Faisal Ahamd
,
Mohammad Sajid
,
Ketan Kotecha
,
Shruti Patil
A Generalized Multiobjective Reliability Redundancy Allocation With Uncertainties.
IEEE Access
11 (2023)
Shilpa Gite
,
Shruti Patil
,
Deepak S. Dharrao
,
Madhuri Yadav
,
Sneha Basak
,
Arundarasi Rajendran
,
Ketan Kotecha
Textual Feature Extraction Using Ant Colony Optimization for Hate Speech Classification.
Big Data Cogn. Comput.
7 (1) (2023)
Shreyas Gawde
,
Shruti Patil
,
Satish Kumar
,
Pooja Kamat
,
Ketan Kotecha
,
Ajith Abraham
Multi-fault diagnosis of Industrial Rotating Machines using Data-driven approach : A review of two decades of research.
Eng. Appl. Artif. Intell.
123 (Part A) (2023)
Rajesh Siraskar
,
Satish Kumar
,
Shruti Patil
,
Arunkumar M. Bongale
,
Ketan Kotecha
Reinforcement learning for predictive maintenance: a systematic technical review.
Artif. Intell. Rev.
56 (11) (2023)
Himali Ghorpade
,
Jayant Jagtap
,
Shruti Patil
,
Ketan Kotecha
,
Ajith Abraham
,
Natally Horvat
,
Jayasree Chakraborty
Automatic Segmentation of Pancreas and Pancreatic Tumor: A Review of a Decade of Research.
IEEE Access
11 (2023)
Shreyas Gawde
,
Shruti Patil
,
Satish Kumar
,
Ketan Kotecha
A scoping review on multi-fault diagnosis of industrial rotating machines using multi-sensor data fusion.
Artif. Intell. Rev.
56 (5) (2023)
Sheetal Kusal
,
Shruti Patil
,
Jyoti Choudrie
,
Ketan Kotecha
,
Deepali Rahul Vora
,
Ilias O. Pappas
A systematic review of applications of natural language processing and future challenges with special emphasis in text-based emotion detection.
Artif. Intell. Rev.
56 (12) (2023)
Farman Ali
,
Harish Kumar
,
Shruti Patil
,
Ashfaq Ahmad
,
Amal Babour
,
Ali Daud
Deep-GHBP: Improving prediction of Growth Hormone-binding proteins using deep learning model.
Biomed. Signal Process. Control.
78 (2022)
Rucha Shinde
,
Shruti Patil
,
Ketan Kotecha
,
Vidyasagar M. Potdar
,
Ganeshsree Selvachandran
,
Ajith Abraham
Securing AI-based Healthcare Systems using Blockchain Technology: A State-of-the-Art Systematic Literature Review and Future Research Directions.
CoRR
(2022)
Satish Kumar
,
Tushar Kolekar
,
Shruti Patil
,
Arunkumar M. Bongale
,
Ketan Kotecha
,
Atef Zaguia
,
Chander Prakash
A Low-Cost Multi-Sensor Data Acquisition System for Fault Detection in Fused Deposition Modelling.
Sensors
22 (2) (2022)
Supriya V. Mahadevkar
,
Bharti Khemani
,
Shruti Patil
,
Ketan Kotecha
,
Deepali R. Vora
,
Ajith Abraham
,
Lubna Abdel Kareim Gabralla
A Review on Machine Learning Styles in Computer Vision - Techniques and Future Directions.
IEEE Access
10 (2022)
Manish Rathod
,
Chirag Dalvi
,
Kulveen Kaur
,
Shruti Patil
,
Shilpa Gite
,
Pooja Kamat
,
Ketan Kotecha
,
Ajith Abraham
,
Lubna Abdel Kareim Gabralla
Kids' Emotion Recognition Using Various Deep-Learning Models with Explainable AI.
Sensors
22 (20) (2022)
Farman Ali
,
Harish Kumar
,
Shruti Patil
,
Ketan Kotecha
,
Ameen Banjar
,
Ali Daud
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
145 (2022)
Ranjeet Vasant Bidwe
,
Sashikala Mishra
,
Shruti Patil
,
Kailash Shaw
,
Deepali R. Vora
,
Ketan Kotecha
,
Bhushan Zope
Deep Learning Approaches for Video Compression: A Bibliometric Analysis.
Big Data Cogn. Comput.
6 (2) (2022)
Payal Kadam
,
Deepali Rahul Vora
,
Sashikala Mishra
,
Shruti Patil
,
Ketan Kotecha
,
Ajith Abraham
,
Lubna Abdel Kareim Gabralla
Recent Challenges and Opportunities in Video Summarization With Machine Learning Algorithms.
IEEE Access
10 (2022)
Shruti Patil
,
Varadarajan Vijayakumar
,
Supriya V. Mahadevkar
,
Rohan Athawade
,
Lakhan Maheshwari
,
Shrushti Kumbhare
,
Yash Garg
,
Deepak Dharrao
,
Pooja Kamat
,
Ketan Kotecha
Enhancing Optical Character Recognition on Images with Mixed Text Using Semantic Segmentation.
J. Sens. Actuator Networks
11 (4) (2022)
Shreyas Gawde
,
Shruti Patil
,
Satish Kumar
,
Pooja Kamat
,
Ketan Kotecha
,
Ajith Abraham
Multi-Fault Diagnosis Of Industrial Rotating Machines Using Data-Driven Approach: A Review Of Two Decades Of Research.
CoRR
(2022)
Sheetal Kusal
,
Shruti Patil
,
Jyoti Choudrie
,
Ketan Kotecha
,
Deepali R. Vora
,
Ilias O. Pappas
A Review on Text-Based Emotion Detection - Techniques, Applications, Datasets, and Future Directions.
CoRR
(2022)
Shyamala Subramanian
,
Sashikala Mishra
,
Shruti Patil
,
Kailash Shaw
,
Ebrahim Aghajari
Machine Learning Styles for Diabetic Retinopathy Detection: A Review and Bibliometric Analysis.
Big Data Cogn. Comput.
6 (4) (2022)
Sheetal Kusal
,
Shruti Patil
,
Jyoti Choudrie
,
Ketan Kotecha
,
Sashikala Mishra
,
Ajith Abraham
AI-Based Conversational Agents: A Scoping Review From Technologies to Future Directions.
IEEE Access
10 (2022)
Shruti Patil
,
Varadarajan Vijayakumar
,
Devika Walimbe
,
Siddharth Gulechha
,
Sushant Shenoy
,
Aditya Raina
,
Ketan Kotecha
Improving the Robustness of AI-Based Malware Detection Using Adversarial Machine Learning.
Algorithms
14 (10) (2021)
Sameer Sayyad
,
Satish Kumar
,
Arunkumar M. Bongale
,
Pooja Kamat
,
Shruti Patil
,
Ketan Kotecha
Data-Driven Remaining Useful Life Estimation for Milling Process: Sensors, Algorithms, Datasets, and Future Directions.
IEEE Access
9 (2021)
Arpan Srivastava
,
Sonakshi Jain
,
Ryan Miranda
,
Shruti Patil
,
Sharnil Pandya
,
Ketan Kotecha
Deep learning based respiratory sound analysis for detection of chronic obstructive pulmonary disease.
PeerJ Comput. Sci.
7 (2021)
Jyoti Choudrie
,
Shruti Patil
,
Ketan Kotecha
,
Nikhil Matta
,
Ilias Pappas
Applying and Understanding an Advanced, Novel Deep Learning Approach: A Covid 19, Text Based, Emotions Analysis Study.
Inf. Syst. Frontiers
23 (6) (2021)
Vidisha Wagle
,
Kulveen Kaur
,
Pooja Kamat
,
Shruti Patil
,
Ketan Kotecha
Explainable AI for Multimodal Credibility Analysis: Case Study of Online Beauty Health (Mis)-Information.
IEEE Access
9 (2021)
Sheetal Kusal
,
Shruti Patil
,
Ketan Kotecha
,
Rajanikanth Aluvalu
,
Varadarajan Vijayakumar
AI Based Emotion Detection for Textual Big Data: Techniques and Contribution.
Big Data Cogn. Comput.
5 (3) (2021)
Varun Jain
,
Om Nankar
,
Daryl Jacob Jerrish
,
Shilpa Gite
,
Shruti Patil
,
Ketan Kotecha
A Novel AI-Based System for Detection and Severity Prediction of Dementia Using MRI.
IEEE Access
9 (2021)
Tripti Singh
,
Mohan Mohadikar
,
Shilpa Gite
,
Shruti Patil
,
Biswajeet Pradhan
,
Abdullah M. Alamri
Attention Span Prediction Using Head-Pose Estimation With Deep Neural Networks.
IEEE Access
9 (2021)
Chirag Dalvi
,
Manish Rathod
,
Shruti Patil
,
Shilpa Gite
,
Ketan Kotecha
A Survey of AI-Based Facial Emotion Recognition: Features, ML & DL Techniques, Age-Wise Datasets and Future Directions.
IEEE Access
9 (2021)
Mohsen Imani
,
Shruti Patil
,
Tajana Simunic Rosing
Approximate Computing Using Multiple-Access Single-Charge Associative Memory.
IEEE Trans. Emerg. Top. Comput.
6 (3) (2018)
Mohsen Imani
,
Shruti Patil
,
Tajana Simunic Rosing
DCC: Double Capacity Cache Architecture for Narrow-Width Values.
ACM Great Lakes Symposium on VLSI
(2016)
Mohsen Imani
,
Shruti Patil
,
Tajana Simunic Rosing
Low power data-aware STT-RAM based hybrid cache architecture.
ISQED
(2016)
Mohsen Imani
,
Shruti Patil
,
Tajana Simunic Rosing
MASC: Ultra-low energy multiple-access single-charge TCAM for approximate computing.
DATE
(2016)
Yeseong Kim
,
Mohsen Imani
,
Shruti Patil
,
Tajana Simunic Rosing
CAUSE: Critical Application Usage-Aware Memory System using Non-volatile Memory for Mobile Devices.
ICCAD
(2015)
Shruti Patil
,
Yeseong Kim
,
Kunal Korgaonkar
,
Ibrahim Awwal
,
Tajana Simunic Rosing
Characterization of User's Behavior Variations for Design of Replayable Mobile Workloads.
MobiCASE
(2015)
Shruti Patil
,
Yu Chen
,
Tajana Simunic Rosing
GazeTube: Gaze-Based Adaptive Video Playback for Bandwidth and Power Optimizations.
GLOBECOM
(2015)
Ali JavadiAbhari
,
Shruti Patil
,
Daniel Kudrow
,
Jeff Heckey
,
Alexey Lvov
,
Frederic T. Chong
,
Margaret Martonosi
ScaffCC: Scalable compilation and analysis of quantum programs.
Parallel Comput.
45 (2015)
Mohsen Imani
,
Shruti Patil
,
Tajana Simunic Rosing
Hierarchical design of robust and low data dependent FinFET based SRAM array.
NANOARCH
(2015)
Jeff Heckey
,
Shruti Patil
,
Ali JavadiAbhari
,
Adam Holmes
,
Daniel Kudrow
,
Kenneth R. Brown
,
Diana Franklin
,
Frederic T. Chong
,
Margaret Martonosi
Compiler Management of Communication and Parallelism for Quantum Computation.
ASPLOS
(2015)
Ali JavadiAbhari
,
Shruti Patil
,
Daniel Kudrow
,
Jeff Heckey
,
Alexey Lvov
,
Frederic T. Chong
,
Margaret Martonosi
ScaffCC: Scalable Compilation and Analysis of Quantum Programs.
CoRR
(2015)
Shruti Patil
,
Ali JavadiAbhari
,
Chen-Fu Chiang
,
Jeff Heckey
,
Margaret Martonosi
,
Frederic T. Chong
Characterizing the performance effect of trials and rotations in applications that use Quantum Phase Estimation.
IISWC
(2014)
Ali JavadiAbhari
,
Shruti Patil
,
Daniel Kudrow
,
Jeff Heckey
,
Alexey Lvov
,
Frederic T. Chong
,
Margaret Martonosi
ScaffCC: a framework for compilation and analysis of quantum computing programs.
Conf. Computing Frontiers
(2014)
Shruti Patil
,
Min-Woo Jang
,
Chia-Ling Chen
,
Dongjin Lee
,
Zhijang Ye
,
Walter E. Partlo
,
David J. Lilja
,
Stephen A. Campbell
,
Tianhong Cui
Weighted area technique for electromechanically enabled logic computation with cantilever-based NEMS switches.
DATE
(2012)
B. K. Mishra
,
Sandhya Save
,
Shruti Patil
Simulation based performance analysis of PLL at 450MHz.
ICWET
(2011)
S. Rajesh Bansode
,
Sumita Rathi
,
Shruti Patil
Comparison between conventional intraframe codec and Wyner Ziv Codec.
ICWET
(2011)
S. Rajesh Bansode
,
Shruti Patil
,
Sumita Rathi
A cross-layer approach for wireless networked control system with better channel coding scheme.
ICWET
(2011)
S. Rajesh Bansode
,
Sumita Rathi
,
Shruti Patil
Study of turbo code and low density parity check code in transform domain distributed video coding.
ICWET
(2011)
Shruti Patil
,
David J. Lilja
Performing bitwise logic operations in cache using spintronics-based magnetic tunnel junctions.
Conf. Computing Frontiers
(2011)
Shruti Patil
,
Andrew Lyle
,
Jonathan D. Harms
,
David J. Lilja
,
Jianping Wang
Spintronic logic gates for spintronic data using magnetic tunnel junctions.
ICCD
(2010)
Shruti Patil
,
Venkatesan Muthukumar
Maximizing Resource Utilization by Slicing of Superscalar Architecture.
DSD
(2008)
Ashwini Raina
,
Shruti Patil
,
Venkatesan Muthukumar
,
Ajith Abraham
HAUNT-24: 24-bit Hierarchical, Application-Confined Unique Naming Technique.
ISDA
(2005)