Items where Author is "Harikrishnan, Nellippallil Balakrishnan"

Journal Paper

Ramraj, Vishrut and Nagaraj, Nithin and Harikrishnan, Nellippallil Balakrishnan (2025) Predicting stock prices using permutation decision trees and strategic trailing. Chaos, Solitons & Fractals, 201 (117352).

Dhruthi, * and Nagaraj, Nithin and Harikrishnan, Nellippallil Balakrishnan (2025) Causal Discovery and Classification Using Lempel–Ziv Complexity. Mathematics, 13 (20).

Harikrishnan, Nellippallil Balakrishnan and Vats, Anuja and Nagaraj, Nithin and Pedersen, Marius (2025) Chaotic map based compression approach to classification. arXiv. pp. 1-8.

Harikrishnan, Nellippallil Balakrishnan and Nagaraj, Nithin (2023) Permutation Decision Trees. arXiv:2306.02617.

Ajai AS, Remya and Harikrishnan, Nellippallil Balakrishnan and Nagaraj, Nithin (2023) Analysis of logistic map based neurons in neurochaos learning architectures for data classification. Chaos, Solitons & Fractals, 170 (113347).

Sethi, Deeksha and Nagaraj, Nithin and Harikrishnan, Nellippallil Balakrishnan (2023) Neurochaos feature transformation for Machine Learning. Integration, 90. pp. 157-162.

Harikrishnan, Nellippallil Balakrishnan and Kathpalia, Aditi and Saha, Snehanshu and Nagaraj, Nithin (2019) ChaosNet: A Chaos Based Artificial Neural Network Architecture for Classification. Chaos: An  Interdisciplinary  Journal  of  Non-linear  Science, 29 (11). 113125-1-17.

Conference or Workshop Item

Harikrishnan, Nellippallil Balakrishnan and Nagaraj, Nithin (2019) A novel chaos theory inspired neuronal architecture. In: IEEE Conference on Global Conference for Advancement in Technology (IEEE GCAT), 18 October 2019, Bengaluru.

Thesis

Harikrishnan, Nellippallil Balakrishnan (2022) Investigations into Learning Algorithms in Intelligent Machines. Doctoral thesis, NIAS.