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Surendrababu, Hema Karnam and Nagaraj, Nithin (2024) A Novel Backdoor Detection Approach Using Entropy-Based Measures. IEEE Access, 12. pp. 114057-114072.
Nagaraj, Nithin (2024) Testing for Causality in Artificial Intelligence (AI). In: AI, Consciousness and The New Humanism: Fundamental Reflections on Minds and Machines. Springer, Singapore, pp. 37-54. ISBN 9789819705023
Ghosh, Tanmay and Nagaraj, Nithin (2024) Evaluating the Determinants of Mode Choice Using Statistical and Machine Learning Techniques in the Indian Megacity of Bengaluru. arXiv:2401.13977 [cs.LG].
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.
Kathpalia, Aditi and Nagaraj, Nithin (2023) Granger causality for compressively sensed sparse signals. Physical Review, 107 (034308). ISSN 1089-490X
Munagala, Naga Venkata Trinath Sai and Amanchi, Prem Kumar and Balasubramanian, Karthi and Panicker, Athira and Nagaraj, Nithin (2023) Compression-Complexity Measures for Analysis and Classification of Coronaviruses. Entropy, 25 (1).
Pranay, SY and Nagaraj, Nithin (2021) Causal discovery using compression-complexity measures. Journal of Biomedical Informatics, 117 (103724).
Kathpalia, Aditi and Nagaraj, Nithin (2021) Time-Reversibility, Causality and Compression-Complexity. Entropy, 23 (3). p. 327.
Balasubramanian, Karthi and Nagaraj, Nithin and Pati, Sandipan (2020) Chaos or randomness? Effect of vagus nerve stimulation during sleep on heart-rate variability. IETE Journal of Research.
Saha, Snehanshu and Nagaraj, Nithin and Mathur, Archana and Yedida, Rahul and Sneha, H.R. (2020) Evolution of novel activation functions in neural network training of astronomy data: habitability classification of exoplanets. The European Physical Journal, 229 (16). pp. 2629-2738.
Singh, Aahan and Nagaraj, Nithin and Hiriyannaiah, Srinidhi and Patnaik, Lalith Mohan (2020) ISCG: An Intelligent Sensing and Caption Generation System for Object Detection and Captioning Using Deep Learning. International Journal of Intelligent Information Technologies, 16 (4). pp. 51-67.
Nagaraj, Nithin (2020) Measuring consciousness in the clinic. In: Biomedical and Clinical Engineering for Health Care Advancement. IGI Global, Hershey, pp. 66-77.
Pani, Narendar and Menon, Tarun and Nagaraj, Nithin and Kanitkar, Tejal and Menon, Srikumar M (2020) Towards an Institutional Strategy for the Study of Sustainability (NIAS/U/RR/09/2020). Report. NIAS, Bangalore.
Kathpalia, Aditi and Nagaraj, Nithin (2019) Data-based intervention approach for Complexity-Causality measure. PeerJ Computer Science, 5:e196.
Mohit, Virmani and Nagaraj, Nithin (2019) A Novel Perturbation Based Compression Complexity Measure for Networks. Heliyon 5 - e01181, 5 (2).
Nagaraj, Nithin (2019) Using Cantor Sets for Error Detection. PeerJ Computer Science.
Kathpalia, Aditi and Nagaraj, Nithin (2019) Causal stability and synchronization. Chaos: An interdisciplinary Journal of Nonlinear Science, 29 (9).
Kathpalia, Aditi and Nagaraj, Nithin (2019) Causality stability and synchronization. Chaos, 29. 091103-1.
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.
Agarwal, Nikita and Kathpalia, Aditi and Nagaraj, Nithin (2019) Distinguishing different levels of consciousness using a novel network causal activity measure. In: IEEE Conference on Global Conference for Advancement in Technology (IEEE-GCAT), 18 October 2019, Bengaluru.
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.
Nagaraj, Nithin and Balasubramanian, Karthi (2017) Dynamical complexity of short and noisy time series: Compression-Complexity vs. Shannon entropy. The European Physical Journal Special Topics, 226 (2191). p. 2204.
Nagaraj, Nithin and Balasubramanian, Karthi (2017) Measuring Complexity of Chaotic Systems with Cybernetics Applications. In: Handbook of Research on Applied Cybernetics and Systems Science. Advances in Computational Intelligence and Robotics . IGI Global Information Science Reference, Hershey, PA, pp. 301-334. ISBN 9781522524984
Nagaraj, Nithin and Balasubramanian, Karthi (2017) Three Perspectives on Complexity: Entropy, Compression, Subsymmetry. The European Physical Journal Special Topics, 226. pp. 3251-3272.
Balasubramanian, Karthi and Harikumar, K and Nagaraj, Nithin and Pati, Sandipan (2017) Vagus Nerve Stimulation Modulates Complexity of Heart Rate Variability Differently during Sleep and Wakefulness. Annals of Indian Academy of Neurology, 20 (4). pp. 403-407.
Balasubramanian, Karthi and Nagaraj, Nithin (2016) Aging and cardiovascular complexity: effect of the length of RR tachograms. PeerJ, 4:e275.
Vaidya, Prabhakar G and Nagaraj, Nithin (2014) Foundational Issues of chaos and randomness: 'god or devil, do we have a choice?'. In: Foundations of Sciences, Vol XIII Part 5 of History of Science, Philosophy and Culture in Indian Civilization. PHISPC-COMSSAVY (D P Chattopadhyaya Gen Ed.) . Pearson, New Delhi, pp. 543-558. ISBN 978-81-31730973
Nagaraj, Nithin and Balasubramanian, Karthi and Dey, S (2013) A new complexity measure for time series analysis and classification. European Physical Journal - Special Topics, 222. pp. 847-860. ISSN 1951-6355
Vaidya, Prabhakar G and Anand PS, Sajini and Nagaraj, Nithin (2010) A nonlinear generalization of singular value decomposition and its application to mathematical modeling and chaotic cryptoanalysis. Acta Applicandae Mathematicae, 112. pp. 205-221. ISSN 1572-9036
Nagaraj, Nithin and Vaidya, Prabhakar G and Bhat, Kishor G (2009) Arithmetic coding as a non-linear dynamical system. Communications in Nonlinear Science and Numerical Simulation, 14 (4). pp. 1013-1020.
Nagaraj, Nithin and Vaidya, Prabhakar G (2009) Multiplexing of discrete chaotic signals in presence of noise. Chaos, 19. 033102-1-033102-9. ISSN 1054-1500
Nagaraj, Nithin and Shastry, Mahesh C and Vaidya, Prabhakar G (2008) Increasing Average period lengths by switching of Robust Chaos Maps in Finite Precision. European Physical Journal, 165 (1). pp. 73-83. ISSN 1951-6401
Nagaraj, Nithin and Vaidya, Vivek and Vaidya, Prabhakar G (2008) Re-visiting the One-Time Pad. International Journal of Network Security, 6 (1). pp. 94-102.
Nagaraj, Nithin (2008) Novel applications of chaos theory to coding and cryptography. Doctoral thesis, NIAS.
Vaidya, Prabhakar G and Nagaraj, Nithin (2006) Foundational issues of Chaos and Randomness: "God or Devil, do we have a Choice?". In: Proceedings of Foundations of Sciences. Project of History of Indian Science, Philosophy and Culture (PHISPC), New Delhi, pp. 1-17.
