Deepthi Praveenlal Kuttichira

12 papers B 2Misc 3Journal 3Unranked 4
YearRankTypeTitle / Venue / Authors
2025 J jnl
A Novel Non-iterative Training Method for CNN Classifiers Using Gram-Schmidt Process.
Neural Process. Lett.
Basim Azam, Deepthi Praveenlal Kuttichira, Pubudu Sanjeewani, Brijesh K. Verma, Ashfaqur Rahman, Lipo Wang
2024 J jnl
Explainable Image Recognition With Graph-Based Feature Extraction.
IEEE Access
Basim Azam, Deepthi Praveenlal Kuttichira, Brijesh K. Verma, Ashfaqur Rahman, Lipo Wang
2024 B conf
Neuron Efficiency Index: An Empirical Method for Optimizing Parameters in Deep Learning.
IJCNN
Basim Azam, Deepthi Praveenlal Kuttichira, Brijesh K. Verma
2024 — conf
Optimizing CNNs with Gram Schmidt Non-iterative Learning for Image Recognition.
ICONIP (3)
Deepthi Praveenlal Kuttichira, Basim Azam, Brijesh K. Verma, Ashfaqur Rahman, Lipo Wang
2023 Misc conf
A Novel Graph-based Framework for Explainable Image Classification: Features That Matter.
DICTA
Basim Azam, Brijesh K. Verma, Deepthi Praveenlal Kuttichira, Abdul Sattar
2023 Misc conf
Neural Network Feature Explanation Using Neuron Activation Rate Based Bipartite Graph.
IVCNZ
Deepthi Praveenlal Kuttichira, Basim Azam, Brijesh K. Verma, Ashfaqur Rahman, Lipo Wang, Abdul Sattar
2023 B conf
Novel Automatic Deep Learning Feature Extractor with Target Class Specific Feature Explanations.
IJCNN
Deepthi Praveenlal Kuttichira, Brijesh K. Verma, Ashfaqur Rahman, Lipo Wang
2022 Misc conf
A Novel Explainable Deep Learning Model with Class Specific Features.
IVCNZ
Deepthi Praveenlal Kuttichira, Basim Azam, Brijesh K. Verma, Ashfaqur Rahman, Lipo Wang
2022 J jnl
Verification of integrity of deployed deep learning models using Bayesian Optimization.
Knowl. Based Syst.
Deepthi Praveenlal Kuttichira, Sunil Gupta, Dang Nguyen, Santu Rana, Svetha Venkatesh
2019 — conf
Detection of Compromised Models Using Bayesian Optimization.
Australasian Conference on Artificial Intelligence
Deepthi Praveenlal Kuttichira, Sunil Gupta, Dang Nguyen, Santu Rana, Svetha Venkatesh
2019 — conf
Explaining Black-Box Models Using Interpretable Surrogates.
PRICAI (1)
Deepthi Praveenlal Kuttichira, Sunil Gupta, Cheng Li, Santu Rana, Svetha Venkatesh
2017 — conf
Stock price prediction using dynamic mode decomposition.
ICACCI
Deepthi Praveenlal Kuttichira, E. A. Gopalakrishnan, Vijay Krishna Menon, K. P. Soman