Nithin Nagaraj

70 papers A* 1B 5C 1Misc 1Journal 57Unranked 5

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Dependable Artificial Intelligence with Reliability and Security (DAIReS): A Unified Syndrome Decoding Approach for Hallucination and Backdoor Trigger Detection. CoRR Hema Karnam Surendrababu, Nithin Nagaraj
2026	J	`jnl`	Dictionary Based Pattern Entropy for Causal Direction Discovery. CoRR Harikrishnan N. B., Shubham Bhilare, Aditi Kathpalia, Nithin Nagaraj
2026	J	`jnl`	Linked Data Classification using Neurochaos Learning. CoRR Pooja Honna, Ayush Patravali, Nithin Nagaraj, Nanjangud C. Narendra
2025	J	`jnl`	A Chaos Driven Metric for Backdoor Attack Detection. CoRR Hema Karnam Surendrababu, Nithin Nagaraj
2025	J	`jnl`	Advancing Forest Fires Classification using Neurochaos Learning. CoRR Kunal Kumar Pant, Remya Ajai A S, Nithin Nagaraj
2025	J	`jnl`	Augmented Regression Models using Neurochaos Learning. CoRR Akhila Henry, Nithin Nagaraj
2025	—	`conf`	AutochaosNet: A Hyperparameter-Free Neurochaos Learning Algorithm. CODS Akhila Henry, Nithin Nagaraj
2025	J	`jnl`	Chaotic Map based Compression Approach to Classification. CoRR Harikrishnan N. B, Anuja Vats, Nithin Nagaraj, Marius Pedersen
2025	J	`jnl`	Compression-Based Complexity Analysis of Thalamic EEG Using Multiscale Preprocessing Techniques. IEEE Access Poornima Mohan, Karthi Balasubramanian, Nithin Nagaraj, Gayathri R. Prabhu, Sandipan B. Pati
2025	J	`jnl`	Deep Learning for Short-Term Precipitation Prediction in Four Major Indian Cities: A ConvLSTM Approach with Explainable AI. CoRR Tanmay Ghosh, Shaurabh Anand, Rakesh Gomaji Nannewar, Nithin Nagaraj
2025	J	`jnl`	DiffusionScore: A Framework for Assessing Institutional Research Impact Through Influence Diffusion. IEEE Access Gambhire Swati Sampatrao, Anisha Khetan, Nithin Nagaraj, Snehanshu Saha, Sudeepa Roy Dey, Archana Mathur
2025	J	`jnl`	Hyperparameter-Free Neurochaos Learning Algorithm for Classification. CoRR Akhila Henry, Nithin Nagaraj
2025	J	`jnl`	Integrating Causality with Neurochaos Learning: Proposed Approach and Research Agenda. CoRR Nanjangud C. Narendra, Nithin Nagaraj
2025	J	`jnl`	Predicting Stock Prices using Permutation Decision Trees and Strategic Trailing. CoRR Vishrut Ramraj, Nithin Nagaraj, Harikrishnan N. B
2024	J	`jnl`	A Novel Backdoor Detection Approach Using Entropy-Based Measures. IEEE Access Hema Karnam Surendrababu, Nithin Nagaraj
2024	J	`jnl`	Causal Discovery and Classification Using Lempel-Ziv Complexity. CoRR Dhruthi, Nithin Nagaraj, Harikrishnan N. B
2024	J	`jnl`	Evaluating the Determinants of Mode Choice Using Statistical and Machine Learning Techniques in the Indian Megacity of Bengaluru. CoRR Tanmay Ghosh, Nithin Nagaraj
2024	J	`jnl`	Random Heterogeneous Neurochaos Learning Architecture for Data Classification. CoRR Remya Ajai A S, Nithin Nagaraj
2023	J	`jnl`	Compression Spectrum: Where Shannon meets Fourier. CoRR Aditi Kathpalia, Nithin Nagaraj
2023	J	`jnl`	Compression-Complexity Measures for Analysis and Classification of Coronaviruses. Entropy Naga Venkata Trinath Sai Munagala, Prem Kumar Amanchi, Karthi Balasubramanian, Athira Panicker, Nithin Nagaraj
2023	J	`jnl`	Kolam Simulation using Angles at Lattice Points. CoRR Tulasi Bharathi, Shailaja D. Sharma, Nithin Nagaraj
2023	J	`jnl`	Neurochaos feature transformation for Machine Learning. Integr. Deeksha Sethi, Nithin Nagaraj, Harikrishnan N. B.
2023	J	`jnl`	Permutation Decision Trees. CoRR Harikrishnan N. B., Nithin Nagaraj
2023	J	`jnl`	To prune or not to prune : A chaos-causality approach to principled pruning of dense neural networks. CoRR Rajan Sahu, Shivam Chadha, Nithin Nagaraj, Archana Mathur, Snehanshu Saha
2022	A*	`conf`	Causality Preserving Chaotic Transformation and Classification using Neurochaos Learning. NeurIPS Harikrishnan N. B., Aditi Kathpalia, Nithin Nagaraj
2022	J	`jnl`	Cause-Effect Preservation and Classification using Neurochaos Learning. CoRR Harikrishnan N. B., Aditi Kathpalia, Nithin Nagaraj
2022	J	`jnl`	Classification of SARS-CoV-2 viral genome sequences using Neurochaos Learning. Medical Biol. Eng. Comput. Harikrishnan Nellippallil Balakrishnan, S. Y. Pranay, Nithin Nagaraj
2022	—	`conf`	Do Sentiment Indices Outperform Quantitative Indicators As Predictors For Cryptocurrency Prices? PACIS Hemang Subramanian, Patricia Angle, Nithin Nagaraj
2022	—	`conf`	Fairly Constricted Multi-objective Particle Swarm Optimization. ICONIP (4) Anwesh Bhattacharya, Snehanshu Saha, Nithin Nagaraj
2022	J	`jnl`	Granger Causality for Compressively Sensed Sparse Signals. CoRR Aditi Kathpalia, Nithin Nagaraj
2022	J	`jnl`	Neurochaos Feature Transformation and Classification for Imbalanced Learning. CoRR Deeksha Sethi, Nithin Nagaraj, Harikrishnan N. B.
2021	J	`jnl`	Causal Analysis of Carnatic Music: A Preliminary Study. CoRR Abhsihek Nandekar, Preeth Khona, Rajani M. B., Anindya Sinha, Nithin Nagaraj
2021	J	`jnl`	Causal discovery using compression-complexity measures. J. Biomed. Informatics Pranay S. Yadav, Nithin Nagaraj
2021	J	`jnl`	Learning Generalized Causal Structure in Time-series. CoRR Aditi Kathpalia, Keerti P. Charantimath, Nithin Nagaraj
2021	J	`jnl`	Problems with information theoretic approaches to causal learning. CoRR Nithin Nagaraj
2021	J	`jnl`	Time-Reversibility, Causality and Compression-Complexity. Entropy Aditi Kathpalia, Nithin Nagaraj
2021	J	`jnl`	When Noise meets Chaos: Stochastic Resonance in Neurochaos Learning. CoRR Harikrishnan N. B., Nithin Nagaraj
2021	J	`jnl`	When Noise meets Chaos: Stochastic Resonance in Neurochaos Learning. Neural Networks Harikrishnan N. B., Nithin Nagaraj
2020	J	`jnl`	A Neurochaos Learning Architecture for Genome Classification. CoRR Harikrishnan N. B., Pranay S. Yadav, Nithin Nagaraj
2020	J	`jnl`	Causal Discovery using Compression-Complexity Measures. CoRR Pranay S. Yadav, Nithin Nagaraj
2020	J	`jnl`	ISCG: An Intelligent Sensing and Caption Generation System for Object Detection and Captioning Using Deep Learning. Int. J. Intell. Inf. Technol. Aahan Singh, Nithin Nagaraj, Srinidhi Hiriyannaiah, Lalit M. Patnaik
2020	—	`conf`	Neurochaos Inspired Hybrid Machine Learning Architecture for Classification. SPCOM Harikrishnan Nellippallil Harikrishnan, Nithin Nagaraj
2019	J	`jnl`	A Novel Chaos Theory Inspired Neuronal Architecture. CoRR Harikrishnan N. B., Nithin Nagaraj
2019	Misc	`conf`	A novel compression based neuronal architecture for memory encoding. ICDCN Aditi Kathpalia, Nithin Nagaraj
2019	J	`jnl`	ChaosNet: A Chaos based Artificial Neural Network Architecture for Classification. CoRR Harikrishnan Nellippallil Balakrishnan, Aditi Kathpalia, Snehanshu Saha, Nithin Nagaraj
2019	J	`jnl`	Data-based intervention approach for Complexity-Causality measure. PeerJ Comput. Sci. Aditi Kathpalia, Nithin Nagaraj
2019	J	`jnl`	Evolution of Novel Activation Functions in Neural Network Training with Applications to Classification of Exoplanets. CoRR Snehanshu Saha, Nithin Nagaraj, Archana Mathur, Rahul Yedida
2019	J	`jnl`	Using cantor sets for error detection. PeerJ Comput. Sci. Nithin Nagaraj
2018	J	`jnl`	Data based intervention approach for Complexity-Causality measure. PeerJ Prepr. Aditi Kathpalia, Nithin Nagaraj
2016	J	`jnl`	A Compression-Complexity Measure of Integrated Information. CoRR Mohit Virmani, Nithin Nagaraj
2016	J	`jnl`	Compressed Shattering. CoRR Harikumar Kannampillil, Anand Krishnadas Nambisan, Sandra Kizhakkekundil, Shreeja Sugathan, Nithin Nagaraj
2016	J	`jnl`	Dynamical Complexity Of Short and Noisy Time Series. CoRR Nithin Nagaraj, Karthi Balasubramanian
2016	J	`jnl`	Neural Signal Multiplexing via Compressed Sensing. CoRR Nithin Nagaraj, K. R. Sahasranand
2016	—	`conf`	Neural signal multiplexing via compressed sensing. SPCOM Nithin Nagaraj, K. R. Sahasranand
2013	J	`jnl`	Lossless Data Compression with Error Detection using Cantor Set. CoRR Nithin Nagaraj
2011	J	`jnl`	Huffman Coding as a nonlinear Dynamical System. Int. J. Bifurc. Chaos Nithin Nagaraj
2011	J	`jnl`	Lossless Compression and Complexity of Chaotic Sequences CoRR Nithin Nagaraj, Mathew Shaji Kavalekalam, Arjun Venugopal T., Nithin Krishnan
2010	J	`jnl`	How not to share a set of secrets CoRR K. R. Sahasranand, Nithin Nagaraj, S. Rajan
2010	J	`jnl`	Sharing Graphs CoRR K. R. Sahasranand, Nithin Nagaraj
2008	J	`jnl`	One-Time Pad, Arithmetic Coding and Logic Gates: An unifying theme using Dynamical Systems CoRR Nithin Nagaraj, Prabhakar G. Vaidya
2008	J	`jnl`	Re-visiting the One-Time Pad. Int. J. Netw. Secur. Nithin Nagaraj, Vivek Vaidya, Prabhakar G. Vaidya
2007	B	`conf`	CxCxC: compressed connected components labeling algorithm. Image Processing Nithin Nagaraj, Shekhar Dwivedi
2006	J	`jnl`	The B-Exponential Map: A Generalization of the Logistic Map, and Its Applications In Generating Pseudo-random Numbers CoRR Mahesh C. Shastry, Nithin Nagaraj, Prabhakar G. Vaidya
2005	B	`conf`	Implicit function-based phantoms for evaluation of registration algorithms. Image Processing Girish Gopalakrishnan, Timothy Poston, Nithin Nagaraj, Rakesh Mullick, Jérôme F. Knoplioch
2005	B	`conf`	On the use of lossless integer wavelet transforms in medical image segmentation. Image Processing Nithin Nagaraj, Yogish Mallya
2005	J	`jnl`	Re-visiting the One-Time Pad CoRR Nithin Nagaraj, Vivek Vaidya, Prabhakar G. Vaidya
2004	B	`conf`	Automatic partitioning of head CTA for enabling segmentation. Image Processing Srikanth Suryanarayanan, Rakesh Mullick, Yogish Mallya, Vidya Kamath, Nithin Nagaraj
2004	C	`conf`	Block-based embedded color image and video coding. VCIP Nithin Nagaraj, William A. Pearlman, Asad Islam
2004	J	`jnl`	Efficient, low-complexity image coding with a set-partitioning embedded block coder. IEEE Trans. Circuits Syst. Video Technol. William A. Pearlman, Asad Islam, Nithin Nagaraj, Amir Said
2004	B	`conf`	Zero-distortion lossless data embedding. Image Processing Nithin Nagaraj, Rakesh Mullick