Generative adversarial network augmented data for improved heart sound abnormality detection - Shaunak Chakraborty; Prishita Kochhar; Shruti Patil; Ketan Kotecha; Shilpa Gite; Ganeshsree Selvachandran; Swagatam Das (Comput. Biol. Medicine, 2025)

Multimodal text-emoji fusion using deep neural networks for text-based emotion detection in online communication - Sheetal Kusal; Shruti Patil; Ketan Kotecha (J. Big Data, 2025)

Explainable Predictive Maintenance of Rotating Machines Using LIME, SHAP, PDP, ICE - Shreyas Gawde; Shruti Patil; Satish Kumar; Pooja Kamat; Ketan Kotecha; Sultan Alfarhood (IEEE Access, 2024)

A-XAI: adversarial machine learning for trustable explainability - Nishita Agrawal; Isha Pendharkar; Jugal Shroff; Jatin Raghuvanshi; Akashdip Neogi; Shruti Patil; Rahee Walambe; Ketan Kotecha (AI Ethics, 2024)

Securing AI-based healthcare systems using blockchain technology: A state-of-the-art systematic literature review and future research directions - Rucha Shinde; Shruti Patil; Ketan Kotecha; Vidyasagar M. Potdar; Ganeshsree Selvachandran; Ajith Abraham (Trans. Emerg. Telecommun. Technol., 2024)

A review of graph neural networks: concepts, architectures, techniques, challenges, datasets, applications, and future directions - Bharti Khemani; Shruti Patil; Ketan Kotecha; Sudeep Tanwar (J. Big Data, 2024)

Exploring AI-driven approaches for unstructured document analysis and future horizons - Supriya V. Mahadevkar; Shruti Patil; Ketan Kotecha; Lim Way Soong; Tanupriya Choudhury (J. Big Data, 2024)

Deep learning approaches for lyme disease detection: leveraging progressive resizing and self-supervised learning models - Daryl Jacob Jerrish; Om Nankar; Shilpa Gite; Shruti Patil; Ketan Kotecha; Ganeshsree Selvachandran; Ajith Abraham (Multim. Tools Appl., 2024)

An audio-based anger detection algorithm using a hybrid artificial neural network and fuzzy logic model - Arihant Surana; Manish Rathod; Shilpa Gite; Shruti Patil; Ketan Kotecha; Ganeshsree Selvachandran; Shio Gai Quek; Ajith Abraham (Multim. Tools Appl., 2024)

A comparison of deep transfer learning backbone architecture techniques for printed text detection of different font styles from unstructured documents - Supriya V. Mahadevkar; Shruti Patil; Ketan Kotecha; Ajith Abraham (PeerJ Comput. Sci., 2024)

Deep Learning Framework for Liver Tumor Segmentation - Khushi Gupta; Shrey Aggarwal; Avinash Jha; Aamir Habib; Jayant Jagtap; Shrikrishna Kolhar; Shruti Patil; Ketan Kotecha; Tanupriya Choudhury (EAI Endorsed Trans. Pervasive Health Technol., 2024)

Distance Analysis and Dimensionality Reduction using PCA on Brain Tumour MRI Scans - Aniket Jhariya; Dhvani Parekh; Joshua Lobo; Arunkumar M. Bongale; Ruchi Jayaswal; Prachi Kadam; Shruti Patil; Tanupriya Choudhury (EAI Endorsed Trans. Pervasive Health Technol., 2024)

Colorizing Multi-Modal Medical Data: An Autoencoder-based Approach for Enhanced Anatomical Information in X-ray Images - Bunny Saini; Divya Venkatesh; Avinaash Ganesh; Amar Parameswaran; Shruti Patil; Pooja Kamat; Tanupriya Choudhury (EAI Endorsed Trans. Pervasive Health Technol., 2024)

Understanding the Performance of AI Algorithms in Text-Based Emotion Detection for Conversational Agents - Sheetal Kusal; Shruti Patil; Jyoti Choudrie; Ketan V. Kotecha (ACM Trans. Asian Low Resour. Lang. Inf. Process., 2024)

A Generalized Multiobjective Reliability Redundancy Allocation With Uncertainties - Zubair Ashraf; Mohammad Shahid; Faisal Ahamd; Mohammad Sajid; Ketan Kotecha; Shruti Patil (IEEE Access, 2023)

Automatic Segmentation of Pancreas and Pancreatic Tumor: A Review of a Decade of Research - Himali Ghorpade; Jayant Jagtap; Shruti Patil; Ketan Kotecha; Ajith Abraham; Natally Horvat; Jayasree Chakraborty (IEEE Access, 2023)

A scoping review on multi-fault diagnosis of industrial rotating machines using multi-sensor data fusion - Shreyas Gawde; Shruti Patil; Satish Kumar; Ketan Kotecha (Artif. Intell. Rev., 2023)

Reinforcement learning for predictive maintenance: a systematic technical review - Rajesh Siraskar; Satish Kumar; Shruti Patil; Arunkumar M. Bongale; Ketan Kotecha (Artif. Intell. Rev., 2023)

A systematic review of applications of natural language processing and future challenges with special emphasis in text-based emotion detection - Sheetal Kusal; Shruti Patil; Jyoti Choudrie; Ketan Kotecha; Deepali Rahul Vora; Ilias O. Pappas (Artif. Intell. Rev., 2023)

Textual Feature Extraction Using Ant Colony Optimization for Hate Speech Classification - Shilpa Gite; Shruti Patil; Deepak S. Dharrao; Madhuri Yadav; Sneha Basak; Arundarasi Rajendran; Ketan Kotecha (Big Data Cogn. Comput., 2023)

Multi-fault diagnosis of Industrial Rotating Machines using Data-driven approach : A review of two decades of research - Shreyas Gawde; Shruti Patil; Satish Kumar; Pooja Kamat; Ketan Kotecha; Ajith Abraham (Eng. Appl. Artif. Intell., 2023)

A Bone Fracture Detection using AI-Based Techniques - Preksha Pareek; Ruchi Jayaswal; Shruti Patil; Kishan Vyas (Scalable Comput. Pract. Exp., 2023)

AI-Based Conversational Agents: A Scoping Review From Technologies to Future Directions - Sheetal Kusal; Shruti Patil; Jyoti Choudrie; Ketan Kotecha; Sashikala Mishra; Ajith Abraham (IEEE Access, 2022)

A Review on Machine Learning Styles in Computer Vision - Techniques and Future Directions - Supriya V. Mahadevkar; Bharti Khemani; Shruti Patil; Ketan Kotecha; Deepali Rahul Vora; Ajith Abraham; Lubna Abdel Kareim Gabralla (IEEE Access, 2022)

Recent Challenges and Opportunities in Video Summarization With Machine Learning Algorithms - Payal Kadam; Deepali Rahul Vora; Sashikala Mishra; Shruti Patil; Ketan Kotecha; Ajith Abraham; Lubna Abdel Kareim Gabralla (IEEE Access, 2022)

Deep Learning Approaches for Video Compression: A Bibliometric Analysis - Ranjeet Vasant Bidwe; Sashikala Mishra; Shruti Patil; Kailash Shaw; Deepali Rahul Vora; Ketan Kotecha; Bhushan Zope (Big Data Cogn. Comput., 2022)

Machine Learning Styles for Diabetic Retinopathy Detection: A Review and Bibliometric Analysis - Shyamala Subramanian; Sashikala Mishra; Shruti Patil; Kailash Shaw; Ebrahim Aghajari (Big Data Cogn. Comput., 2022)

Deep-GHBP: Improving prediction of Growth Hormone-binding proteins using deep learning model - Farman Ali; Harish Kumar; Shruti Patil; Ashfaq Ahmad; Amal Babour; Ali Daud (Biomed. Signal Process. Control., 2022)

Target-DBPPred: An intelligent model for prediction of DNA-binding proteins using discrete wavelet transform based compression and light eXtreme gradient boosting - Farman Ali; Harish Kumar; Shruti Patil; Ketan Kotecha; Ameen Banjar; Ali Daud (Comput. Biol. Medicine, 2022)

Enhancing Optical Character Recognition on Images with Mixed Text Using Semantic Segmentation - Shruti Patil; Varadarajan Vijayakumar; Supriya V. Mahadevkar; Rohan Athawade; Lakhan Maheshwari; Shrushti Kumbhare; Yash Garg; Deepak S. Dharrao; Pooja Kamat; Ketan Kotecha (J. Sens. Actuator Networks, 2022)

A Low-Cost Multi-Sensor Data Acquisition System for Fault Detection in Fused Deposition Modelling - Satish Kumar; Tushar Kolekar; Shruti Patil; Arunkumar M. Bongale; Ketan Kotecha; Atef Zaguia; Chander Prakash (Sensors, 2022)

Kids' Emotion Recognition Using Various Deep-Learning Models with Explainable AI - Manish Rathod; Chirag Dalvi; Kulveen Kaur; Shruti Patil; Shilpa Gite; Pooja Kamat; Ketan Kotecha; Ajith Abraham; Lubna Abdel Kareim Gabralla (Sensors, 2022)

A Review on Text-Based Emotion Detection - Techniques, Applications, Datasets, and Future Directions - Sheetal Kusal; Shruti Patil; Jyoti Choudrie; Ketan Kotecha; Deepali Rahul Vora; Ilias O. Pappas (CoRR, 2022)

Securing AI-based Healthcare Systems using Blockchain Technology: A State-of-the-Art Systematic Literature Review and Future Research Directions - Rucha Shinde; Shruti Patil; Ketan Kotecha; Vidyasagar M. Potdar; Ganeshsree Selvachandran; Ajith Abraham (CoRR, 2022)

Multi-Fault Diagnosis Of Industrial Rotating Machines Using Data-Driven Approach: A Review Of Two Decades Of Research - Shreyas Gawde; Shruti Patil; Satish Kumar; Pooja Kamat; Ketan Kotecha; Ajith Abraham (CoRR, 2022)

Data-Driven Remaining Useful Life Estimation for Milling Process: Sensors, Algorithms, Datasets, and Future Directions - Sameer Sayyad; Satish Kumar; Arunkumar M. Bongale; Pooja Kamat; Shruti Patil; Ketan Kotecha (IEEE Access, 2021)

Explainable AI for Multimodal Credibility Analysis: Case Study of Online Beauty Health (Mis)-Information - Vidisha Wagle; Kulveen Kaur; Pooja Kamat; Shruti Patil; Ketan Kotecha (IEEE Access, 2021)

Attention Span Prediction Using Head-Pose Estimation With Deep Neural Networks - Tripti Singh; Mohan Mohadikar; Shilpa Gite; Shruti Patil; Biswajeet Pradhan; Abdullah M. Alamri (IEEE Access, 2021)

A Novel AI-Based System for Detection and Severity Prediction of Dementia Using MRI - Varun Jain; Om Nankar; Daryl Jacob Jerrish; Shilpa Gite; Shruti Patil; Ketan Kotecha (IEEE Access, 2021)

A Survey of AI-Based Facial Emotion Recognition: Features, ML & DL Techniques, Age-Wise Datasets and Future Directions - Chirag Dalvi; Manish Rathod; Shruti Patil; Shilpa Gite; Ketan Kotecha (IEEE Access, 2021)

Improving the Robustness of AI-Based Malware Detection Using Adversarial Machine Learning - Shruti Patil; Varadarajan Vijayakumar; Devika Walimbe; Siddharth Gulechha; Sushant Shenoy; Aditya Raina; Ketan Kotecha (Algorithms, 2021)

AI Based Emotion Detection for Textual Big Data: Techniques and Contribution - Sheetal Kusal; Shruti Patil; Ketan Kotecha; Rajanikanth Aluvalu; Varadarajan Vijayakumar (Big Data Cogn. Comput., 2021)

Applying and Understanding an Advanced, Novel Deep Learning Approach: A Covid 19, Text Based, Emotions Analysis Study - Jyoti Choudrie; Shruti Patil; Ketan Kotecha; Nikhil Matta; Ilias O. Pappas (Inf. Syst. Frontiers, 2021)

Deep learning based respiratory sound analysis for detection of chronic obstructive pulmonary disease - Arpan Srivastava; Sonakshi Jain; Ryan Miranda; Shruti Patil; Sharnil Pandya; Ketan Kotecha (PeerJ Comput. Sci., 2021)

Approximate Computing Using Multiple-Access Single-Charge Associative Memory - Mohsen Imani; Shruti Patil; Tajana Simunic Rosing (IEEE Trans. Emerg. Top. Comput., 2018)

MASC: Ultra-low energy multiple-access single-charge TCAM for approximate computing - Mohsen Imani; Shruti Patil; Tajana Simunic Rosing (2016 Design, Automation & Test in Europe Conference & Exhibition, DATE 2016, Dresden, Germany, March 14-18, 2016, 2016)

DCC: Double Capacity Cache Architecture for Narrow-Width Values - Mohsen Imani; Shruti Patil; Tajana Simunic Rosing (Proceedings of the 26th edition on Great Lakes Symposium on VLSI, GLVLSI 2016, Boston, MA, USA, May 18-20, 2016, 2016)

Low power data-aware STT-RAM based hybrid cache architecture - Mohsen Imani; Shruti Patil; Tajana Simunic Rosing (17th International Symposium on Quality Electronic Design, ISQED 2016, Santa Clara, CA, USA, March 15-16, 2016, 2016)

ScaffCC: Scalable compilation and analysis of quantum programs - Ali JavadiAbhari; Shruti Patil; Daniel Kudrow; Jeff Heckey; Alexey Lvov; Frederic T. Chong; Margaret Martonosi (Parallel Comput., 2015)

Compiler Management of Communication and Parallelism for Quantum Computation - Jeff Heckey; Shruti Patil; Ali JavadiAbhari; Adam Holmes; Daniel Kudrow; Kenneth R. Brown; Diana Franklin; Frederic T. Chong; Margaret Martonosi (Proceedings of the Twentieth International Conference on Architectural Support for Programming Languages and Operating Systems, ASPLOS 2015, Istanbul, Turkey, March 14-18, 2015, 2015)

GazeTube: Gaze-Based Adaptive Video Playback for Bandwidth and Power Optimizations - Shruti Patil; Yu Chen; Tajana Simunic Rosing (2015 IEEE Global Communications Conference, GLOBECOM 2015, San Diego, CA, USA, December 6-10, 2015, 2015)

CAUSE: Critical Application Usage-Aware Memory System using Non-volatile Memory for Mobile Devices - Yeseong Kim; Mohsen Imani; Shruti Patil; Tajana Simunic Rosing (Proceedings of the IEEE/ACM International Conference on Computer-Aided Design, ICCAD 2015, Austin, TX, USA, November 2-6, 2015, 2015)

Characterization of User's Behavior Variations for Design of Replayable Mobile Workloads - Shruti Patil; Yeseong Kim; Kunal Korgaonkar; Ibrahim Awwal; Tajana Simunic Rosing (Mobile Computing, Applications, and Services - 7th International Conference, MobiCASE 2015, Berlin, Germany, November 12-13, 2015, Revised Selected Papers, 2015)

Hierarchical design of robust and low data dependent FinFET based SRAM array - Mohsen Imani; Shruti Patil; Tajana Simunic Rosing (Proceedings of the 2015 IEEE/ACM International Symposium on Nanoscale Architectures, NANOARCH 2015, Boston, MA, USA, July 8-10, 2015, 2015)

ScaffCC: Scalable Compilation and Analysis of Quantum Programs - Ali JavadiAbhari; Shruti Patil; Daniel Kudrow; Jeff Heckey; Alexey Lvov; Frederic T. Chong; Margaret Martonosi (CoRR, 2015)

ScaffCC: a framework for compilation and analysis of quantum computing programs - Ali JavadiAbhari; Shruti Patil; Daniel Kudrow; Jeff Heckey; Alexey Lvov; Frederic T. Chong; Margaret Martonosi (Computing Frontiers Conference, CF'14, Cagliari, Italy - May 20 - 22, 2014, 2014)

Characterizing the performance effect of trials and rotations in applications that use Quantum Phase Estimation - Shruti Patil; Ali JavadiAbhari; Chen-Fu Chiang; Jeff Heckey; Margaret Martonosi; Frederic T. Chong (2014 IEEE International Symposium on Workload Characterization, IISWC 2014, Raleigh, NC, USA, October 26-28, 2014, 2014)

Weighted area technique for electromechanically enabled logic computation with cantilever-based NEMS switches - Shruti Patil; Min-Woo Jang; Chia-Ling Chen; Dongjin Lee; Zhijang Ye; Walter E. Partlo; David J. Lilja; Stephen A. Campbell; Tianhong Cui (2012 Design, Automation & Test in Europe Conference & Exhibition, DATE 2012, Dresden, Germany, March 12-16, 2012, 2012)

Performing bitwise logic operations in cache using spintronics-based magnetic tunnel junctions - Shruti Patil; David J. Lilja (Proceedings of the 8th Conference on Computing Frontiers, 2011, Ischia, Italy, May 3-5, 2011, 2011)

Simulation based performance analysis of PLL at 450MHz - B. K. Mishra; Sandhya Save; Shruti Patil (Proceedings of the ICWET '11 International Conference & Workshop on Emerging Trends in Technology, Mumbai, Maharashtra, India, February 25 - 26, 2011, 2011)

Study of turbo code and low density parity check code in transform domain distributed video coding - S. Rajesh Bansode; Sumita Rathi; Shruti Patil (Proceedings of the ICWET '11 International Conference & Workshop on Emerging Trends in Technology, Mumbai, Maharashtra, India, February 25 - 26, 2011, 2011)

A cross-layer approach for wireless networked control system with better channel coding scheme - S. Rajesh Bansode; Shruti Patil; Sumita Rathi (Proceedings of the ICWET '11 International Conference & Workshop on Emerging Trends in Technology, Mumbai, Maharashtra, India, February 25 - 26, 2011, 2011)

Comparison between conventional intraframe codec and Wyner Ziv Codec - S. Rajesh Bansode; Sumita Rathi; Shruti Patil (Proceedings of the ICWET '11 International Conference & Workshop on Emerging Trends in Technology, Mumbai, Maharashtra, India, February 25 - 26, 2011, 2011)

Spintronic logic gates for spintronic data using magnetic tunnel junctions - Shruti Patil; Andrew Lyle; Jonathan D. Harms; David J. Lilja; Jianping Wang (28th International Conference on Computer Design, ICCD 2010, 3-6 October 2010, Amsterdam, The Netherlands, Proceedings, 2010)

Maximizing Resource Utilization by Slicing of Superscalar Architecture - Shruti Patil; Venkatesan Muthukumar (11th Euromicro Conference on Digital System Design: Architectures, Methods and Tools, DSD 2008, Parma, Italy, September 3-5, 2008, 2008)

HAUNT-24: 24-bit Hierarchical, Application-Confined Unique Naming Technique - Ashwini Raina; Shruti Patil; Venkatesan Muthukumar; Ajith Abraham (Proceedings of the Fifth International Conference on Intelligent Systems Design and Applications (ISDA 2005), 8-10 September 2005, Wroclaw, Poland, 2005)