Shilpa Gite

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 34

Top Topics

Future Directions

Literature Review

Top Venues

Big Data Cogn. Comput.

Multim. Tools Appl.

Publications

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)
Arihant Surana, Manish Rathod, Shilpa Gite, Shruti Patil, Ketan Kotecha, Ganeshsree Selvachandran, Shio Gai Quek, Ajith Abraham
An audio-based anger detection algorithm using a hybrid artificial neural network and fuzzy logic model. Multim. Tools Appl. 83 (13) (2024)
Pooja Bidwai, Shilpa Gite, Natasha Pahuja, Kishore Pahuja, Ketan Kotecha, Neha Jain, Sheela Ramanna
Multimodal image fusion for the detection of diabetic retinopathy using optimized explainable AI-based Light GBM classifier. Inf. Fusion 111 (2024)
Smita Khairnar, Shilpa Gite, Ketan Kotecha, Sudeep D. Thepade
Face Liveness Detection Using Artificial Intelligence Techniques: A Systematic Literature Review and Future Directions. Big Data Cogn. Comput. 7 (1) (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)
Jyothi Chillapalli, Shilpa Gite, Bunny Saini, Ketan Kotecha, Sultan Alfarhood
A Review of Diagnostic Strategies for Pulmonary Embolism Prediction in Computed Tomography Pulmonary Angiograms. IEEE Access 11 (2023)
Shilpa Gite, Abhinav Mishra, Ketan Kotecha
Enhanced lung image segmentation using deep learning. Neural Comput. Appl. 35 (31) (2023)
Shilpa Gite, Ketan Kotecha, Gheorghita Ghinea
Context-aware assistive driving: an overview of techniques for mitigating the risks of driver in real-time driving environment. Int. J. Pervasive Comput. Commun. 19 (3) (2023)
Shaunak Inamdar, Rishikesh Chapekar, Shilpa Gite, Biswajeet Pradhan
Machine Learning Driven Mental Stress Detection on Reddit Posts Using Natural Language Processing. Hum. Centric Intell. Syst. 3 (2) (2023)
Abhasha Joshi, Biswajeet Pradhan, Shilpa Gite, Subrata Chakraborty
Remote-Sensing Data and Deep-Learning Techniques in Crop Mapping and Yield Prediction: A Systematic Review. Remote. Sens. 15 (8) (2023)
Imane Serbouti, Mohammed Raji, Mustapha Hakdaoui, Fouad El Kamel, Biswajeet Pradhan, Shilpa Gite, Abdullah M. Alamri, Khairul Nizam Abdul Maulud, Abhirup Dikshit
Improved Lithological Map of Large Complex Semi-Arid Regions Using Spectral and Textural Datasets within Google Earth Engine and Fused Machine Learning Multi-Classifiers. Remote. Sens. 14 (21) (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)
Smita Khade, Shilpa Gite, Biswajeet Pradhan
Iris Liveness Detection Using Multiple Deep Convolution Networks. Big Data Cogn. Comput. 6 (2) (2022)
Abhinav Mishra, Ganapathiraju Dharahas, Shilpa Gite, Ketan Kotecha, Deepika Koundal, Atef Zaguia, Manjit Kaur, Heung-No Lee
ECG Data Analysis with Denoising Approach and Customized CNNs. Sensors 22 (5) (2022)
Sampada Tavse, Varadarajan Vijayakumar, Mrinal Rahul Bachute, Shilpa Gite, Ketan Kotecha
A Systematic Literature Review on Applications of GAN-Synthesized Images for Brain MRI. Future Internet 14 (12) (2022)
Pooja Bidwai, Shilpa Gite, Kishore Pahuja, Ketan Kotecha
A Systematic Literature Review on Diabetic Retinopathy Using an Artificial Intelligence Approach. Big Data Cogn. Comput. 6 (4) (2022)
Rahul Manohar Samant, Mrinal Rahul Bachute, Shilpa Gite, Ketan Kotecha
Framework for Deep Learning-Based Language Models Using Multi-Task Learning in Natural Language Understanding: A Systematic Literature Review and Future Directions. IEEE Access 10 (2022)
Suresh Kolekar, Shilpa Gite, Biswajeet Pradhan, Abdullah M. Alamri
Explainable AI in Scene Understanding for Autonomous Vehicles in Unstructured Traffic Environments on Indian Roads Using the Inception U-Net Model with Grad-CAM Visualization. Sensors 22 (24) (2022)
Shilpa Gite, Biswajeet Pradhan, Abdullah M. Alamri, Ketan Kotecha
ADMT: Advanced Driver's Movement Tracking System Using Spatio-Temporal Interest Points and Maneuver Anticipation Using Deep Neural Networks. IEEE Access 9 (2021)
Nilkanth Mukund Deshpande, Shilpa Gite, Rajanikanth Aluvalu
A review of microscopic analysis of blood cells for disease detection with AI perspective. PeerJ Comput. Sci. 7 (2021)
Smita Khade, Shilpa Gite, Sudeep D. Thepade, Biswajeet Pradhan, Abdullah M. Alamri
Detection of Iris Presentation Attacks Using Feature Fusion of Thepade's Sorted Block Truncation Coding with Gray-Level Co-Occurrence Matrix Features. Sensors 21 (21) (2021)
Shilpa Gite, Hrituja Khatavkar, Ketan Kotecha, Shilpi Srivastava, Priyam Maheshwari, Neerav Pandey
Explainable stock prices prediction from financial news articles using sentiment analysis. PeerJ Comput. Sci. 7 (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)
Suresh Kolekar, Shilpa Gite, Biswajeet Pradhan, Ketan Kotecha
Behavior Prediction of Traffic Actors for Intelligent Vehicle Using Artificial Intelligence Techniques: A Review. IEEE Access 9 (2021)
Smita Khairnar, Sudeep D. Thepade, Shilpa Gite
Effect of image binarization thresholds on breast cancer identification in mammography images using OTSU, Niblack, Burnsen, Thepade's SBTC. Intell. Syst. Appl. (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)
Smita Khade, Shilpa Gite, Sudeep D. Thepade, Biswajeet Pradhan, Abdullah M. Alamri
Detection of Iris Presentation Attacks Using Hybridization of Discrete Cosine Transform and Haar Transform With Machine Learning Classifiers and Ensembles. 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)
Akhil Singh, Vaibhav Jaiswal, Gaurav Joshi, Adith Sanjeeve, Shilpa Gite, Ketan Kotecha
Neural Style Transfer: A Critical Review. IEEE Access 9 (2021)
Abolfazl Abdollahi, Biswajeet Pradhan, Shilpa Gite, Abdullah M. Alamri
Building Footprint Extraction from High Resolution Aerial Images Using Generative Adversarial Network (GAN) Architecture. IEEE Access 8 (2020)
Shilpa Gite, Himanshu Agrawal
Early Prediction of Driver's Action Using Deep Neural Networks. Int. J. Inf. Retr. Res. 9 (2) (2019)
Shilpa Gite, Himanshu Agrawal, Ketan Kotecha
Early anticipation of driver's maneuver in semiautonomous vehicles using deep learning. Prog. Artif. Intell. 8 (3) (2019)
Disha Bhatt, Shilpa Gite
Modeling Techniques for Driver's Lane Changing Behaviour. ICCCNT (2018)
Disha Bhatt, Shilpa Gite
Novel Driver Behavior Model Analysis using Hidden Markov Model to increase Road Safety in Smart Cities. ICTCS (2016)