59 citations · 263 across the 49 of their papers we have counts for
50 papers
Predicting Stock Prices using Permutation Decision Trees and Strategic Trailing
Vishrut Ramraj, Nithin Nagaraj, Harikrishnan N B
In this paper, we explore the application of Permutation Decision Trees (PDT) and strategic trailing for predicting stock market movements and executing profitable trades in the In…
Chaotic Map based Compression Approach to Classification
Harikrishnan N B, Anuja Vats, Nithin Nagaraj +1
Modern machine learning approaches often prioritize performance at the cost of increased complexity, computational demands, and reduced interpretability. This paper introduces a no…
Causal Discovery and Classification Using Lempel-Ziv Complexity
Dhruthi, Nithin Nagaraj, Harikrishnan N B
Inferring causal relationships in the decision-making processes of machine learning algorithms is a crucial step toward achieving explainable Artificial Intelligence (AI). In this…
Random Heterogeneous Neurochaos Learning Architecture for Data Classification
Remya Ajai A S, Nithin Nagaraj
Inspired by the human brain's structure and function, Artificial Neural Networks (ANN) were developed for data classification. However, existing Neural Networks, including Deep Neu…
Evaluating the Determinants of Mode Choice Using Statistical and Machine Learning Techniques in the Indian Megacity of Bengaluru
Tanmay Ghosh, Nithin Nagaraj
The decision making involved behind the mode choice is critical for transportation planning. While statistical learning techniques like discrete choice models have been used tradit…
Compression Spectrum: Where Shannon meets Fourier
Aditi Kathpalia, Nithin Nagaraj
Signal processing and Information theory are two disparate fields used for characterizing signals for various scientific and engineering applications. Spectral/Fourier analysis, a…