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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

Deep-GHBP: Improving prediction of Growth Hormone-binding proteins using deep learning model. - Ali, Farman; Kumar, Harish; Patil, Shruti; Ahmad, Ashfaq; Babour, Amal; Daud, Ali (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. - Ali, Farman; Kumar, Harish; Patil, Shruti; Kotecha, Ketan; Banjar, Ameen; Daud, Ali (Comput. Biol. Medicine, 2022)

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

MASC: Ultra-low energy multiple-access single-charge TCAM for approximate computing. - Imani, Mohsen; Patil, Shruti; Rosing, Tajana Simunic (2016)

DCC: Double Capacity Cache Architecture for Narrow-Width Values. - Imani, Mohsen; Patil, Shruti; Rosing, Tajana Simunic (2016)

Low power data-aware STT-RAM based hybrid cache architecture. - Imani, Mohsen; Patil, Shruti; Rosing, Tajana Simunic (2016)

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

Compiler Management of Communication and Parallelism for Quantum Computation. - Heckey, Jeff; Patil, Shruti; JavadiAbhari, Ali; Holmes, Adam; Kudrow, Daniel; Brown, Kenneth R.; Franklin, Diana; Chong, Frederic T.; Martonosi, Margaret (2015)

GazeTube: Gaze-Based Adaptive Video Playback for Bandwidth and Power Optimizations. - Patil, Shruti; Chen, Yu; Rosing, Tajana Simunic (2015)

CAUSE: Critical Application Usage-Aware Memory System using Non-volatile Memory for Mobile Devices. - Kim, Yeseong; Imani, Mohsen; Patil, Shruti; Rosing, Tajana Simunic (2015)

Characterization of User's Behavior Variations for Design of Replayable Mobile Workloads. - Patil, Shruti; Kim, Yeseong; Korgaonkar, Kunal; Awwal, Ibrahim; Rosing, Tajana Simunic (2015)

Hierarchical design of robust and low data dependent FinFET based SRAM array. - Imani, Mohsen; Patil, Shruti; Rosing, Tajana Simunic (2015)

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

ScaffCC: a framework for compilation and analysis of quantum computing programs. - JavadiAbhari, Ali; Patil, Shruti; Kudrow, Daniel; Heckey, Jeff; Lvov, Alexey; Chong, Frederic T.; Martonosi, Margaret (2014)

Characterizing the performance effect of trials and rotations in applications that use Quantum Phase Estimation. - Patil, Shruti; JavadiAbhari, Ali; Chiang, Chen-Fu; Heckey, Jeff; Martonosi, Margaret; Chong, Frederic T. (2014)

Weighted area technique for electromechanically enabled logic computation with cantilever-based NEMS switches. - Patil, Shruti; Jang, Min-Woo; Chen, Chia-Ling; Lee, Dongjin; Ye, Zhijang; Partlo, Walter E.; Lilja, David J.; Campbell, Stephen A.; Cui, Tianhong (2012)

Performing bitwise logic operations in cache using spintronics-based magnetic tunnel junctions. - Patil, Shruti; Lilja, David J. (2011)

Simulation based performance analysis of PLL at 450MHz. - Mishra, B. K.; Save, Sandhya; Patil, Shruti (2011)

Study of turbo code and low density parity check code in transform domain distributed video coding. - Bansode, S. Rajesh; Rathi, Sumita; Patil, Shruti (2011)

A cross-layer approach for wireless networked control system with better channel coding scheme. - Bansode, S. Rajesh; Patil, Shruti; Rathi, Sumita (2011)

Comparison between conventional intraframe codec and Wyner Ziv Codec. - Bansode, S. Rajesh; Rathi, Sumita; Patil, Shruti (2011)

Spintronic logic gates for spintronic data using magnetic tunnel junctions. - Patil, Shruti; Lyle, Andrew; Harms, Jonathan D.; Lilja, David J.; Wang, Jianping (2010)

Maximizing Resource Utilization by Slicing of Superscalar Architecture. - Patil, Shruti; Muthukumar, Venkatesan (2008)

HAUNT-24: 24-bit Hierarchical, Application-Confined Unique Naming Technique. - Raina, Ashwini; Patil, Shruti; Muthukumar, Venkatesan; Abraham, Ajith (2005)