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Harikrishnan Nellippallil Balakrishnan

Harikrishnan N. B.

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affiliation: Indian Institute of Science, National Institute of Advanced Studies, Bengaluru, India

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2020 – today

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2023
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Deeksha Sethi, Nithin Nagaraj, Harikrishnan N. B.:
Neurochaos feature transformation for Machine Learning. Integr. 90: 157-162 (2023)
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  - journals/corr/abs-2306-02617
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Harikrishnan N. B., Nithin Nagaraj:
Permutation Decision Trees. CoRR abs/2306.02617 (2023)
2022
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Harikrishnan Nellippallil Balakrishnan, S. Y. Pranay, Nithin Nagaraj:
Classification of SARS-CoV-2 viral genome sequences using Neurochaos Learning. Medical Biol. Eng. Comput. 60(8): 2245-2255 (2022)
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Harikrishnan N. B., Aditi Kathpalia, Nithin Nagaraj:
Causality Preserving Chaotic Transformation and Classification using Neurochaos Learning. NeurIPS 2022
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  - journals/corr/abs-2201-12181
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Harikrishnan N. B., Aditi Kathpalia, Nithin Nagaraj:
Cause-Effect Preservation and Classification using Neurochaos Learning. CoRR abs/2201.12181 (2022)
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  - journals/corr/abs-2205-06742
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Deeksha Sethi, Nithin Nagaraj, Harikrishnan N. B.:
Neurochaos Feature Transformation and Classification for Imbalanced Learning. CoRR abs/2205.06742 (2022)
2021
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Harikrishnan N. B., Nithin Nagaraj:
When Noise meets Chaos: Stochastic Resonance in Neurochaos Learning. Neural Networks 143: 425-435 (2021)
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  - journals/corr/abs-2102-01316
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Harikrishnan N. B., Nithin Nagaraj:
When Noise meets Chaos: Stochastic Resonance in Neurochaos Learning. CoRR abs/2102.01316 (2021)
2020
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  - journals/corr/abs-2010-10995
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Harikrishnan N. B., Pranay S. Yadav, Nithin Nagaraj:
A Neurochaos Learning Architecture for Genome Classification. CoRR abs/2010.10995 (2020)

2010 – 2019

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2019
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Harikrishnan N. B., Nithin Nagaraj:
A Novel Chaos Theory Inspired Neuronal Architecture. CoRR abs/1905.12601 (2019)
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  - journals/corr/abs-1910-02423
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Harikrishnan Nellippallil Balakrishnan, Aditi Kathpalia, Snehanshu Saha, Nithin Nagaraj:
ChaosNet: A Chaos based Artificial Neural Network Architecture for Classification. CoRR abs/1910.02423 (2019)
2017
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Vivek Vinayan, Naveen J. R, Harikrishnan N. B., M. Anand Kumar, Soman K. P:
AmritaNLP@PAN-RusProfiling : Author Profiling using Machine Learning Techniques. FIRE (Working Notes) 2017: 8-12

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