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Shilpa Gite
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Journal Articles
- 2024
- [j35]Deepak T. Mane
, Arun Kulkarni, Biswajeet Pradhan
A Novel Fuzzy Hypersphere Neural Network Classifier Using Class Specific Clustering for Robust Pattern Classification. IEEE Access 12: 124209-124219 (2024) - [j34]Smita Khairnar
Advanced Techniques for Biometric Authentication: Leveraging Deep Learning and Explainable AI. IEEE Access 12: 153580-153595 (2024) - [j33]Amrutesh Saraf, Pooja Kamat, Shilpa Gite, Satish Kumar, Ketan Kotecha:
Towards robust automated math problem solving: a survey of statistical and deep learning approaches. Evol. Intell. 17(5): 3113-3150 (2024) - [j32]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: 102526 (2024) - [j31]Daryl Jacob Jerrish, Om Nankar, Shilpa Gite, Shruti Patil, Ketan Kotecha, Ganeshsree Selvachandran
Deep learning approaches for lyme disease detection: leveraging progressive resizing and self-supervised learning models. Multim. Tools Appl. 83(7): 21281-21318 (2024) - [j30]Arihant Surana, Manish Rathod, Shilpa Gite, Shruti Patil, Ketan Kotecha, Ganeshsree Selvachandran
An audio-based anger detection algorithm using a hybrid artificial neural network and fuzzy logic model. Multim. Tools Appl. 83(13): 38909-38929 (2024) - 2023
- [j29]Jyothi Chillapalli, Shilpa Gite
A Review of Diagnostic Strategies for Pulmonary Embolism Prediction in Computed Tomography Pulmonary Angiograms. IEEE Access 11: 117698-117713 (2023) - [j28]Smita Khairnar
Face Liveness Detection Using Artificial Intelligence Techniques: A Systematic Literature Review and Future Directions. Big Data Cogn. Comput. 7(1): 37 (2023) - [j27]Shilpa Gite, Shruti Patil
Textual Feature Extraction Using Ant Colony Optimization for Hate Speech Classification. Big Data Cogn. Comput. 7(1): 45 (2023) - [j26]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): 80-91 (2023) - [j25]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): 325-342 (2023) - [j24]Shilpa Gite
Enhanced lung image segmentation using deep learning. Neural Comput. Appl. 35(31): 22839-22853 (2023) - [j23]Abhasha Joshi
Remote-Sensing Data and Deep-Learning Techniques in Crop Mapping and Yield Prediction: A Systematic Review. Remote. Sens. 15(8): 2014 (2023) - 2022
- [j22]Rahul Manohar Samant
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: 17078-17097 (2022) - [j21]Smita Khade
Iris Liveness Detection Using Multiple Deep Convolution Networks. Big Data Cogn. Comput. 6(2): 67 (2022) - [j20]Pooja Bidwai
A Systematic Literature Review on Diabetic Retinopathy Using an Artificial Intelligence Approach. Big Data Cogn. Comput. 6(4): 152 (2022) - [j19]Sampada Tavse
A Systematic Literature Review on Applications of GAN-Synthesized Images for Brain MRI. Future Internet 14(12): 351 (2022) - [j18]Imane Serbouti
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): 5498 (2022) - [j17]Abhinav Mishra, Ganapathiraju Dharahas, Shilpa Gite, Ketan Kotecha
ECG Data Analysis with Denoising Approach and Customized CNNs. Sensors 22(5): 1928 (2022) - [j16]Manish Rathod, Chirag Dalvi, Kulveen Kaur, Shruti Patil
Kids' Emotion Recognition Using Various Deep-Learning Models with Explainable AI. Sensors 22(20): 8066 (2022) - [j15]Suresh Kolekar, Shilpa Gite, Biswajeet Pradhan
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): 9677 (2022) - 2021
- [j14]Shilpa Gite
ADMT: Advanced Driver's Movement Tracking System Using Spatio-Temporal Interest Points and Maneuver Anticipation Using Deep Neural Networks. IEEE Access 9: 99312-99326 (2021) - [j13]Akhil Singh
Neural Style Transfer: A Critical Review. IEEE Access 9: 131583-131613 (2021) - [j12]Suresh Kolekar
Behavior Prediction of Traffic Actors for Intelligent Vehicle Using Artificial Intelligence Techniques: A Review. IEEE Access 9: 135034-135058 (2021) - [j11]Tripti Singh, Mohan Mohadikar
Attention Span Prediction Using Head-Pose Estimation With Deep Neural Networks. IEEE Access 9: 142632-142643 (2021) - [j10]Varun Jain, Om Nankar
A Novel AI-Based System for Detection and Severity Prediction of Dementia Using MRI. IEEE Access 9: 154324-154346 (2021) - [j9]Chirag Dalvi, Manish Rathod
A Survey of AI-Based Facial Emotion Recognition: Features, ML & DL Techniques, Age-Wise Datasets and Future Directions. IEEE Access 9: 165806-165840 (2021) - [j8]Smita Khade, Shilpa Gite
Detection of Iris Presentation Attacks Using Hybridization of Discrete Cosine Transform and Haar Transform With Machine Learning Classifiers and Ensembles. IEEE Access 9: 169231-169249 (2021) - [j7]Smita Khairnar, Sudeep D. Thepade
Effect of image binarization thresholds on breast cancer identification in mammography images using OTSU, Niblack, Burnsen, Thepade's SBTC. Intell. Syst. Appl. 10-11: 200046 (2021) - [j6]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: e340 (2021) - [j5]Nilkanth Mukund Deshpande
A review of microscopic analysis of blood cells for disease detection with AI perspective. PeerJ Comput. Sci. 7: e460 (2021) - [j4]Smita Khade, Shilpa Gite, Sudeep D. Thepade
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): 7408 (2021) - 2020
- [j3]Abolfazl Abdollahi
Building Footprint Extraction from High Resolution Aerial Images Using Generative Adversarial Network (GAN) Architecture. IEEE Access 8: 209517-209527 (2020) - 2019
- [j2]Shilpa Gite, Himanshu Agrawal:
Early Prediction of Driver's Action Using Deep Neural Networks. Int. J. Inf. Retr. Res. 9(2): 11-27 (2019) - [j1]Shilpa Gite, Himanshu Agrawal, Ketan Kotecha:
Early anticipation of driver's maneuver in semiautonomous vehicles using deep learning. Prog. Artif. Intell. 8(3): 293-305 (2019)
Conference and Workshop Papers
- 2018
- [c2]Disha Bhatt, Shilpa Gite
Modeling Techniques for Driver's Lane Changing Behaviour. ICCCNT 2018: 1-7 - 2016
- [c1]Disha Bhatt, Shilpa Gite
Novel Driver Behavior Model Analysis using Hidden Markov Model to increase Road Safety in Smart Cities. ICTCS 2016: 125:1-125:6
Informal and Other Publications
- 2024
- [i1]Pooja Bidwai, Shilpa Gite, Biswajeet Pradhan, Aditi Gupta, Kishore Pahuja:
Optical Coherence Tomography Angiography-OCTA dataset for the study of Diabetic Retinopathy. CoRR abs/2409.04137 (2024)
Coauthor Index
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last updated on 2024-12-01 00:14 CET by the dblp team
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