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Prof. Jabez Christopher    

hyderabad Computer Science & Information Systems

Assistant Professor,
Dept. of Computer Science and Information Systems

Artificial Intelligence and Expert Systems, Decision Theory, Fuzzy Logic and evolutionary algorithms, Swarm intelligence
Birla Institute of Technology & Science, Pilani
Hyderabad Campus
Jawahar Nagar, Kapra Mandal
Dist.-Medchal-500 078
Telangana, India
jabezc@hyderabad.bits-pilani.ac.in
+91 40 66303569
https://in.linkedin.com/in/jabez-christopher-7a418724

* Click on DOI

JOURNALS

  1. Kumari, D., Agrawal, D., Nema, A., Raj, N., Panda, S., Christopher, J., Singh, J.K. and Behera, S., (2024). A study on improving drug–drug interactions prediction using convolutional neural networks. Applied Soft Computing, 166, p.112242. (DOI: 10.1016/j.asoc.2024.112242)
  2. Kumari, D., Vyshnavi, S. K., Dhar, R., Rajita, B. S. A. S., Panda, S.,  and Christopher, J. (2024). Smart GAN: a smart generative adversarial network for limited imbalanced dataset. The Journal of Supercomputing, 1-42. (DOI: 10.1007/s11227-024-06198-3)
  3. Kumari, D., Pavan Kumar, Isha Nilesh, Sai Subhash Naidu, Yash Arora, Rajita, Panda, S., and Christopher, J. (2023) "Computational model for breast cancer diagnosis using HFSE framework." Biomedical Signal Processing and Control 86 (2023): 105121. (DOI:10.1016/j.bspc.2023.105121)
  4. Kavya, R., Christopher, J., Panda, S., (2023), A new belief interval-based total uncertainty measure for Dempster-Shafer theory, Information Sciences, Volume 642, 119150,ISSN 0020-0255,  (DOI:10.1016/j.ins.2023.119150).
  5. Kavya, R., Akshat, S., Christopher, J., Panda, S., (2023). Knowledge-based system for three-way decision-making under uncertainty. Knowledge and Information Systems. (DOI: 10.1007/s10115-023-01882-x)
  6. Kavya R., Avantika K., Christopher, J., Panda, S., Lazarus, Y.B., (2023). DAAR: Drift Adaption and Alternatives Ranking approach for interpretable clinical decision support systems. Biomedical Signal Processing and Control 84 (2023): 104793. (DOI: 10.1016/j.bspc.2023.104793)
  7. Kavya, R., Christopher, J., Panda, S., Lazarus, B. S., & Dayalan, J. (2022). An Explainable Knowledge-Based System Using Subjective Preferences and Objective Data for Ranking Decision Alternatives. Methods of information in medicine, 61(3-04), 111-122. DOI: 10.1055/s-0042-1756650
  8. Jha, T., Kavya, R., Christopher, J., Vasan, A., (2022). Machine learning techniques for speech emotion recognition using paralinguistic acoustic features. International Journal of Speech Technology. DOI: 10.1007/s10772-022-09985-6  
  9. Kavya, R., Christopher, J. (2022), Interpretable systems based on evidential prospect theory for decision-making. Applied Intelligence. vol. 1, pp. 1-26, DOI:10.1007/s10489-022-03276-y
  10. Kavya R., Christopher, J., Panda, S., Lazarus, Y.B., (2021). Machine Learning and XAI approaches for Allergy Diagnosis. Biomedical Signal Processing and Control 69 (2021): 102681. DOI: 10.1016/j.bspc.2021.102681
  11. Shanmugapriya, Nehemiah, K. H., Bhuvaneswaran, Kannan, A. and Christopher,  J. (2017), "Unsupervised Discretization: An Analysis of Classification Approaches for Clinical Datasets"  Research Journal of Applied Sciences, Engineering and Technology, Vol. 14, no.4 pp. 67-72, 2017
  12. Shanmugapriya, Nehemiah, K. H., Bhuvaneswaran, Kannan, A. and Christopher,  J. (2016), "SimE: A Geometric Approach for Similarity Estimation of Fuzzy sets".  Research Journal of Applied Sciences, Engineering and Technology, Vol. 13, no. 5 pp. 345-353.
  13. Christopher,  J., Nehemiah, K. H., Kannan, A. and Moses, G. L. (2016). Computer-assisted Medical Decision-making System for Diagnosis of Urticaria. Medical Decision-making P&P, Vol. 1, no. 1, 2381468316677752.
  14. Christopher,  J., Nehemiah, K. H., & Arputharaj, K. (2016). Knowledge-based systems and interestingness measures: Analysis with clinical datasets. Journal of Computing and Information Technology, 24(1), 65-78. doi:10.20532/cit.2016.1002500
  15. Christopher,  J., Nehemiah, H. K., & Kannan, A. (2015). A swarm optimization approach for clinical knowledge mining. Computer Methods and Programs in Biomedicine, 121(3), 137-148. doi:10.1016/j.cmpb.2015.05.007
  16. Christopher,  J., Khanna Nehemiah, H., & Kannan, A. (2015). A clinical decision support system for diagnosis of allergic rhinitis based on intradermal skin tests. Computers in Biology and Medicine, 65, 76-84. doi:10.1016/j.compbiomed.2015.07.019

CONFERENCE PROCEEDINGS

  1. Siddharth Yayavaram, Arnav Yayavaram, Jabez Christopher and Vasan Arunachalam, (2024) "Interpretable Feature Optimization for Sadness Recognition in Speech Emotion Analysis," IEEE 12th International Conference on Intelligent Systems (IS), Varna, Bulgaria,  pp. 1-10, (DOI:10.1109/IS61756.2024.10705229).
  2. Vibha Narendra, Jabez Christopher and Vasan Arunachalam (2023), "Particle Swarm Optimization for dietary recommendations  IEEE IAS Global Conference on Emerging Technologies (GlobConET), London, United Kingdom, pp. 1-5, ISBN:979-8-3503-3179-0
  3. Ramisetty Kavya, Jabez Christopher, and Subhrakanta Panda(2023). Nearest Neighbours and XAI Based Approach for Soft Labelling. In Proceedings of the 15th International Conference on Agents and Artificial Intelligence - ICAART, Vol. 3, pp. 108-116, ISBN: 978-989-758-623-1; ISSN: 2184-433X   (DOI:10.5220/0011619800003393)
  4. Ramisetty Kavya, Jabez Christopher, and Subhrakanta (2022). ScaPMI: Scaling Parameter for Metric Importance. In Proceedings of the 14th International Conference on Agents and Artificial Intelligence - Volume 3: ICAART, ISBN 978-989-758-547-0, pages 83-90.
  5. Ramisetty Kavya, Jonathan Samuel, Gunjan Parihar, Y Suba Joyce, Y. Bakthasingh Lazarus, Subhrakanta Panda and Jabez Christopher, 'CASTA: Clinical Assessment System for Tuberculosis Analysis', In Proceedings of the 21st International Conference Intelligent Systems Design and Applications (ISDA) Dec. 2021 
  6. Gunjan Parihar, Jabez Christopher, Y Suba Joyce, Y. Bakthasingh Lazarus, and Julie Dayalan, 'Measurement of Skin Test Wheals using Image Segmentation Approaches', In Proceedings of 6th IEEE International Conference on Computing, Communication and Automation (ICCCA), Dec. 2021.
  7. Ekanshi Agrawal, Jabez Christopher and Vasan Arunachalam. Emotion Recognition through Voting on Expressions in Multiple Facial Regions. In Proceedings of the 13th International Conference on Agents and Artificial Intelligence - Volume 2: ICAART, ISBN 978-989-758-484-8, pages 1038-1045. (DOI:10.5220/0010306810381045)
  8. Ekanshi Agrawal, and Jabez Christopher, Emotion Recognition from Periocular Features. In International Conference on Machine Learning, Image Processing, Network Security and Data Sciences, pp. 194-208. Springer, Singapore, 2020. (DOI:10.1007/978-981-15-6315-7_16)
  9. N. Surampudi, M. Srirangan and Jabez Christopher, Enhanced Feature Extraction Approaches for Detection of Sound Events, IEEE 9th International Conference on Advanced Computing (IACC), 2019, pp. 223-229 (DOI: 10.1109/IACC48062.2019.8971574)
  10. Geeta Dharani, Nimisha Nair, Pallavi Satpathy, Jabez Christopher Covariate Shift: A Review and Analysis on Classifiers, 2019 Global Conference for Advancement in Technology (GCAT), Bangalore, India, 2019, pp. 1-6  (DOI: 10.1109/GCAT47503.2019.8978471) 
  11. Jabez Christopher, The Science of Rule-based Classifiers. In Ninth International Conference on Cloud Computing, Data Science and Engineering, Noida U.P., pp. 299-303. IEEE, 2019. (DOI:10.1109/CONFLUENCE.2019.8776954)
  12. Jabez Christopher, Rajendra Prasath, Odelu Vanga. Expert Intelligence: Theory of the Missing Facet. In: Groza A., Prasath R. (eds) Mining Intelligence and Knowledge Exploration. MIKE 2018. Lecture Notes in Computer Science, vol 11308. Springer, Cham. (DOI: 10.1007/978-3-030-05918-7_9) 

BOOK CHAPTERS

  1. Kavya, R., Gupta, S., Christopher, J., Panda, S. (2023). Explainable Decision Making Model by Interpreting Classification Algorithms. In: Abraham, A., Pllana, S., Casalino, G., Ma, K., Bajaj, A. (eds) Intelligent Systems Design and Applications. ISDA 2022. Lecture Notes in Networks and Systems, vol 715. Springer, Cham. (DOI: 10.1007/978-3-031-35507-3_31)
  2. Ramisetty Kavya, Jonathan Samuel, Gunjan Parihar, Y Suba Joyce, Y. Bakthasingh Lazarus, Subhrakanta Panda and Jabez Christopher, "CASTA: Clinical Assessment System for Tuberculosis Analysis", In: Abraham, A., Gandhi, N., Hanne, T., Hong, TP., Nogueira Rios, T., Ding, W. (eds) Intelligent Systems Design and Applications. ISDA 2021. Lecture Notes in Networks and Systems, vol 418. Springer, Cham. (DOI:10.1007/978-3-030-96308-8_21)
  3. Kanika Gupta, Megha Gupta, Jabez Christopher, Vasan Arunachalam, "Fuzzy System for Facial Emotion Recognition". In: Abraham, A., Piuri, V., Gandhi, N., Siarry, P., Kaklauskas, A., Madureira, A. (eds) Intelligent Systems Design and Applications. ISDA 2020. Advances in Intelligent Systems and Computing, vol 1351. Springer, Cham. (DOI:10.1007/978-3-030-71187-0_50)
  4. Pallav Raval, Jabez Christopher. Parameter Tuning for Wavelet-Based Sound Event Detection Using Neural Networks. In: Romero J., Martins T., Rodríguez-Fernández N. (eds) Artificial Intelligence in Music, Sound, Art and Design. EvoMUSART 2021. Lecture Notes in Computer Science, vol 12693. Springer. (DOI:10.1007/978-3-030-72914-1_16)
  5. Roshan Sivakumar, Jabez Christopher. Fuzzy Resembler: An Approach for Evaluation of Fuzzy Sets. In: Saini H., Sayal R., Buyya R., Aliseri G. (eds) Innovations in Computer Science and Engineering. Lecture Notes in Networks and Systems, vol 103. Springer, Singapore. (2020) (DOI: 10.1007/978-981-15-2043-3_36)

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