Shilpa Gite - RankMe

46 papers Journal 43Unranked 3

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	A comprehensive approach for waste management with GAN-augmented classification. PeerJ Comput. Sci. Yashashree Mahale, Nida Khan, Kunal Kulkarni, Shilpa Gite, Biswajeet Pradhan, Abdullah M. Alamri, Chang-Wook Lee, Nandhini K, Mrinal Rahul Bachute
2025	J	`jnl`	Developing a negative speech emotion recognition model for safety systems using deep learning. J. Big Data Shreya Jena, Sneha Basak, Himanshi Agrawal, Bunny Saini, Shilpa Gite, Ketan Kotecha, Sultan Alfarhood
2025	J	`jnl`	Explainable Diabetic Retinopathy Detection Using a Distributed CNN and LightGBM Framework. Comput. Mater. Continua Pooja Bidwai, Shilpa Gite, Biswajeet Pradhan, Abdullah Almari
2025	J	`jnl`	Generative adversarial network augmented data for improved heart sound abnormality detection. Comput. Biol. Medicine Shaunak Chakraborty, Prishita Kochhar, Shruti Patil, Ketan Kotecha, Shilpa Gite, Ganeshsree Selvachandran, Swagatam Das
2025	J	`jnl`	Multimodal Gas Detection Using E-Nose and Thermal Images: An Approach Utilizing SRGAN and Sparse Autoencoder. Comput. Mater. Continua Pratik Jadhav, Vuppala Adithya Sairam, Niranjan Bhojane, Abhyuday Singh, Shilpa Gite, Biswajeet Pradhan, Mrinal Bachute, Abdullah M. Alamri
2025	—	`conf`	Optimizing Energy Management in Smart Grids: A Hybrid Approach to Load Forecasting. PACIS Nilkanth Mukund Deshpande, Jay Thakkar, Varshilkumar Hasmukhbhai Prajapati, Mrugank Gandhi, Shrikrishna Kolhar, Shilpa Gite
2024	J	`jnl`	A Novel Fuzzy Hypersphere Neural Network Classifier Using Class Specific Clustering for Robust Pattern Classification. IEEE Access Deepak T. Mane, Arun Kulkarni, Biswajeet Pradhan, Shilpa Gite, Ranjeet Vasant Bidwe, Chang-Wook Lee, Abdullah M. Alamri
2024	J	`jnl`	Advanced Techniques for Biometric Authentication: Leveraging Deep Learning and Explainable AI. IEEE Access Smita Khairnar, Shilpa Gite, Kashish Mahajan, Biswajeet Pradhan, Abdullah M. Alamri, Sudeep D. Thepade
2024	J	`jnl`	An audio-based anger detection algorithm using a hybrid artificial neural network and fuzzy logic model. Multim. Tools Appl. Arihant Surana, Manish Rathod, Shilpa Gite, Shruti Patil, Ketan Kotecha, Ganeshsree Selvachandran, Shio Gai Quek, Ajith Abraham
2024	J	`jnl`	Artificial intelligence and machine learning approaches in cerebral palsy diagnosis, prognosis, and management: a comprehensive review. PeerJ Comput. Sci. Shalini Dhananjay Balgude, Shilpa Gite, Biswajeet Pradhan, Chang-Wook Lee
2024	J	`jnl`	Deep learning approaches for lyme disease detection: leveraging progressive resizing and self-supervised learning models. Multim. Tools Appl. Daryl Jacob Jerrish, Om Nankar, Shilpa Gite, Shruti Patil, Ketan Kotecha, Ganeshsree Selvachandran, Ajith Abraham
2024	J	`jnl`	Deep-Transfer-Learning Strategies for Crop Yield Prediction Using Climate Records and Satellite Image Time-Series Data. Remote. Sens. Abhasha Joshi, Biswajeet Pradhan, Subrata Chakraborty, Renuganth Varatharajoo, Shilpa Gite, Abdullah M. Alamri
2024	J	`jnl`	Multimodal image fusion for the detection of diabetic retinopathy using optimized explainable AI-based Light GBM classifier. Inf. Fusion Pooja Bidwai, Shilpa Gite, Natasha Pahuja, Kishore Pahuja, Ketan Kotecha, Neha Jain, Sheela Ramanna
2024	J	`jnl`	Optical Coherence Tomography Angiography-OCTA dataset for the study of Diabetic Retinopathy. CoRR Pooja Bidwai, Shilpa Gite, Biswajeet Pradhan, Aditi Gupta, Kishore Pahuja
2024	J	`jnl`	Towards robust automated math problem solving: a survey of statistical and deep learning approaches. Evol. Intell. Amrutesh Saraf, Pooja Kamat, Shilpa Gite, Satish Kumar, Ketan Kotecha
2023	J	`jnl`	A Review of Diagnostic Strategies for Pulmonary Embolism Prediction in Computed Tomography Pulmonary Angiograms. IEEE Access Jyothi Chillapalli, Shilpa Gite, Bunny Saini, Ketan Kotecha, Sultan Alfarhood
2023	J	`jnl`	Context-aware assistive driving: an overview of techniques for mitigating the risks of driver in real-time driving environment. Int. J. Pervasive Comput. Commun. Shilpa Gite, Ketan Kotecha, Gheorghita Ghinea
2023	J	`jnl`	Enhanced lung image segmentation using deep learning. Neural Comput. Appl. Shilpa Gite, Abhinav Mishra, Ketan Kotecha
2023	J	`jnl`	Face Liveness Detection Using Artificial Intelligence Techniques: A Systematic Literature Review and Future Directions. Big Data Cogn. Comput. Smita Khairnar, Shilpa Gite, Ketan Kotecha, Sudeep D. Thepade
2023	J	`jnl`	Machine Learning Driven Mental Stress Detection on Reddit Posts Using Natural Language Processing. Hum. Centric Intell. Syst. Shaunak Inamdar, Rishikesh Chapekar, Shilpa Gite, Biswajeet Pradhan
2023	J	`jnl`	Remote-Sensing Data and Deep-Learning Techniques in Crop Mapping and Yield Prediction: A Systematic Review. Remote. Sens. Abhasha Joshi, Biswajeet Pradhan, Shilpa Gite, Subrata Chakraborty
2023	J	`jnl`	Textual Feature Extraction Using Ant Colony Optimization for Hate Speech Classification. Big Data Cogn. Comput. Shilpa Gite, Shruti Patil, Deepak S. Dharrao, Madhuri Yadav, Sneha Basak, Arundarasi Rajendran, Ketan Kotecha
2022	J	`jnl`	A Systematic Literature Review on Applications of GAN-Synthesized Images for Brain MRI. Future Internet Sampada Tavse, Varadarajan Vijayakumar, Mrinal Rahul Bachute, Shilpa Gite, Ketan Kotecha
2022	J	`jnl`	A Systematic Literature Review on Diabetic Retinopathy Using an Artificial Intelligence Approach. Big Data Cogn. Comput. Pooja Bidwai, Shilpa Gite, Kishore Pahuja, Ketan Kotecha
2022	J	`jnl`	ECG Data Analysis with Denoising Approach and Customized CNNs. Sensors Abhinav Mishra, Ganapathiraju Dharahas, Shilpa Gite, Ketan Kotecha, Deepika Koundal, Atef Zaguia, Manjit Kaur, Heung-No Lee
2022	J	`jnl`	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 Suresh Kolekar, Shilpa Gite, Biswajeet Pradhan, Abdullah M. Alamri
2022	J	`jnl`	Framework for Deep Learning-Based Language Models Using Multi-Task Learning in Natural Language Understanding: A Systematic Literature Review and Future Directions. IEEE Access Rahul Manohar Samant, Mrinal Rahul Bachute, Shilpa Gite, Ketan Kotecha
2022	J	`jnl`	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. Imane Serbouti, Mohammed Raji, Mustapha Hakdaoui, Fouad El Kamel, Biswajeet Pradhan, Shilpa Gite, Abdullah M. Alamri, Khairul Nizam Abdul Maulud, Abhirup Dikshit
2022	J	`jnl`	Iris Liveness Detection Using Multiple Deep Convolution Networks. Big Data Cogn. Comput. Smita Khade, Shilpa Gite, Biswajeet Pradhan
2022	J	`jnl`	Kids' Emotion Recognition Using Various Deep-Learning Models with Explainable AI. Sensors Manish Rathod, Chirag Dalvi, Kulveen Kaur, Shruti Patil, Shilpa Gite, Pooja Kamat, Ketan Kotecha, Ajith Abraham, Lubna Abdel Kareim Gabralla
2021	J	`jnl`	A Novel AI-Based System for Detection and Severity Prediction of Dementia Using MRI. IEEE Access Varun Jain, Om Nankar, Daryl Jacob Jerrish, Shilpa Gite, Shruti Patil, Ketan Kotecha
2021	J	`jnl`	A Survey of AI-Based Facial Emotion Recognition: Features, ML & DL Techniques, Age-Wise Datasets and Future Directions. IEEE Access Chirag Dalvi, Manish Rathod, Shruti Patil, Shilpa Gite, Ketan Kotecha
2021	J	`jnl`	A review of microscopic analysis of blood cells for disease detection with AI perspective. PeerJ Comput. Sci. Nilkanth Mukund Deshpande, Shilpa Gite, Rajanikanth Aluvalu
2021	J	`jnl`	ADMT: Advanced Driver's Movement Tracking System Using Spatio-Temporal Interest Points and Maneuver Anticipation Using Deep Neural Networks. IEEE Access Shilpa Gite, Biswajeet Pradhan, Abdullah M. Alamri, Ketan Kotecha
2021	J	`jnl`	Attention Span Prediction Using Head-Pose Estimation With Deep Neural Networks. IEEE Access Tripti Singh, Mohan Mohadikar, Shilpa Gite, Shruti Patil, Biswajeet Pradhan, Abdullah M. Alamri
2021	J	`jnl`	Behavior Prediction of Traffic Actors for Intelligent Vehicle Using Artificial Intelligence Techniques: A Review. IEEE Access Suresh Kolekar, Shilpa Gite, Biswajeet Pradhan, Ketan Kotecha
2021	J	`jnl`	Detection of Iris Presentation Attacks Using Feature Fusion of Thepade's Sorted Block Truncation Coding with Gray-Level Co-Occurrence Matrix Features. Sensors Smita Khade, Shilpa Gite, Sudeep D. Thepade, Biswajeet Pradhan, Abdullah M. Alamri
2021	J	`jnl`	Detection of Iris Presentation Attacks Using Hybridization of Discrete Cosine Transform and Haar Transform With Machine Learning Classifiers and Ensembles. IEEE Access Smita Khade, Shilpa Gite, Sudeep D. Thepade, Biswajeet Pradhan, Abdullah M. Alamri
2021	J	`jnl`	Effect of image binarization thresholds on breast cancer identification in mammography images using OTSU, Niblack, Burnsen, Thepade's SBTC. Intell. Syst. Appl. Smita Khairnar, Sudeep D. Thepade, Shilpa Gite
2021	J	`jnl`	Explainable stock prices prediction from financial news articles using sentiment analysis. PeerJ Comput. Sci. Shilpa Gite, Hrituja Khatavkar, Ketan Kotecha, Shilpi Srivastava, Priyam Maheshwari, Neerav Pandey
2021	J	`jnl`	Neural Style Transfer: A Critical Review. IEEE Access Akhil Singh, Vaibhav Jaiswal, Gaurav Joshi, Adith Sanjeeve, Shilpa Gite, Ketan Kotecha
2020	J	`jnl`	Building Footprint Extraction from High Resolution Aerial Images Using Generative Adversarial Network (GAN) Architecture. IEEE Access Abolfazl Abdollahi, Biswajeet Pradhan, Shilpa Gite, Abdullah M. Alamri
2019	J	`jnl`	Early Prediction of Driver's Action Using Deep Neural Networks. Int. J. Inf. Retr. Res. Shilpa Gite, Himanshu Agrawal
2019	J	`jnl`	Early anticipation of driver's maneuver in semiautonomous vehicles using deep learning. Prog. Artif. Intell. Shilpa Gite, Himanshu Agrawal, Ketan Kotecha
2018	—	`conf`	Modeling Techniques for Driver's Lane Changing Behaviour. ICCCNT Disha Bhatt, Shilpa Gite
2016	—	`conf`	Novel Driver Behavior Model Analysis using Hidden Markov Model to increase Road Safety in Smart Cities. ICTCS Disha Bhatt, Shilpa Gite