Peer Reviewed Journal/Conference Publications with BITS Pilani Affiliation
1. Garg N, Garg R, Anand A and Baths V (2022) Decoding the neural signatures of valence and arousal from portable EEG headset. Front. Hum. Neurosci. 16:1051463. doi: 10.3389/fnhum.2022.1051463. IF: 3.473 To read the full article: Click here:
2. Diagnosis of Breast Cancer Using Random Forests M Minnoor,
V Baths Procedia Computer Science,
2023, 218, 429-437,
IF: 0.883 To read the full article:
Click here:
3.Reinforcement learning and its connections with neuroscience and psychology, Ajay Subramanian Sharad Chitlangia Veeky Baths, Neural Networks, Volume 145, January 2022, Pages 271-287, IF: 9.657 To read the full article: Click here
4. Tracking the Progression & Influence of Beta-Amyloid Plaques Using Percolation Centrality and Collective Influence Algorithm: A Study using PET images, Gautam Kumar Baboo, Raghav Prasad, Pranav Mahajan, Veeky Baths, 2022 Annals of Neurosciences , IF: 1.642 To read the full article: Click here
5. Baboo, G.K., Dubey, S., Baths, V. (2023). Comparative Study of Neural Networks (G/C/RNN) and Traditional Machine Learning Models on EEG Datasets. In: Kumar, A., Ghinea, G., Merugu, S., Hashimoto, T. (eds) Proceedings of the International Conference on Cognitive and Intelligent Computing. Cognitive Science and Technology. Springer, Singapore. https://doi.org/10.1007/978-981-19-2358-6_17. To read the full article: Click here:
6. Jartarkar, M., Srivastava, K. and Baths, V. (2022) “Using Event-Related Potentials (ERP) to identify the purchase intention of a consumer for familiar brands”, Neuroscience Research Notes, 5(4), p. 163. doi: 10.31117/neuroscirn.v5i4.163. To read the full article: Click here:
7. Bhargava Y, Baths V. Technology for dementia care: benefits, opportunities and concerns. Journal of Global Health Reports. 2022;6:e2022056. doi:10.29392/001c.39606. To read the full article: Click here: Annals of Neurosciences
8. ML-Based Analysis to Identify Speech Features Relevant in Predicting Alzheimer's Disease, Yash Kumar,Piyush Maheshwari, Shreyansh Joshi, Veeky Baths. ICCAI '22: Proceedings of the 8th International Conference on Computing and Artificial Intelligence, 2022 , ACM Digital Library, To read the full article: Click here
9. M. Minnoor and
V. Baths, "Liver Disease Diagnosis Using Machine Learning,"
2022 IEEE World Conference on Applied Intelligence and Computing (AIC), 2022, pp. 41-47, doi: 10.1109/AIC55036.2022.9848916. To read the full article:
Click here
10. Mayur Jartarkar, Ashish sinha, Riddhesh sawant,Mahak kothari Veeky baths, Novel EEG Features for Consumer Emotion Prediction using Correlation-Based Subset Selection, IMX ’22 - Emotion, 2022, Portugal ,2022 ACM International Conference on Interactive Media Experiences. To read the full article :
11. Doing what’s not wanted: conflict in incentives and misallocation of behavioural control lead to drug-seeking despite adverse outcome, 2022 Pranav Mahajan,
Veeky Baths, Boris Gutkin To read the full article:
Click here
12. Vy\= akarana: A Colorless Green Benchmark for Syntactic Evaluation in Indic Languages R Patil, J Dhillon, S Mahurkar, S Kulkarni, M Malhotra,
V Baths,Multilingual Representation Learning workshop (EMNLP 2021) To read the full article:
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13. Mahajan P and Baths V (2021) Acoustic and Language Based Deep Learning Approaches for Alzheimer's Dementia Detection From Spontaneous Speech. Front. Aging Neurosci. 13:623607. doi: 10.3389/fnagi.2021.623607, IF: 5.75 To read the full article Click here
14. A Novel Approach to Learning Models on EEG Data Using Graph Theory Features—A Comparative Study, Bhargav Prakash, Gautam Kumar Baboo and Veeky Baths.
Big Data Cogn. Comput. 2021, 5(3), 39;
https://doi.org/10.3390/bdcc5030039 To read the full article:
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15. A. Valsaraj, I. Madala, N. Garg and V. Baths, "Alzheimer’s Dementia Detection Using Acoustic & Linguistic Features and Pre-trained BERT,"
2021 8th International Conference on Soft Computing & Machine Intelligence (ISCMI), 2021, pp. 171-175, doi: 10.1109/ISCMI53840.2021.9654804 To read the full article:
Click here
16. Using Diachronic Distributed Word Representations as Models of Lexical Development in Children: A Gupta, R Patil,
V Baths arXiv preprint arXiv:2105.05091 To read the full article
Click here
17. Recognizing Music Mood and Theme Using Convolutional Neural Networks and Attention: Alish Dipani, Gaurav Iyer,
Veeky Baths,
MediaEval’20, December 14-15 2020, Online To read the full article Click here
18. K. Chhabra, P. Mathur and V. Baths, "BCI Controlled Quadcopter Using SVM and Recursive LSE Implemented on ROS," 2020 IEEE International Conference on Systems, Man, and Cybernetics (SMC), Toronto, ON, Canada, 2020, pp. 4250-4255, doi: 10.1109/SMC42975.2020.9282898. To read the full article Click here
19.CNRL at SemEval-2020 Task 5: Modelling Causal Reasoning in Language with Multi-Head Self-AttentionWeights based Counterfactual Detection.R.Patil, V.Baths, Proceedings of the 14th International Workshop on Semantic Evaluation, pages 451–457 Barcelona, Spain (Online), December 12, 2020. To read the full article Click here
20.
A. Valsaraj, I. Madala, N. Garg, M. Patil and V. Baths, "Motor Imagery Based Multimodal Biometric User Authentication System Using EEG," 2020 International Conference on Cyberworlds (CW), 2020, pp. 272-279, doi: 10.1109/CW49994.2020.00050. To read the full article: Click here
21. Mohit Patil ; Nikhil Garg ; Lizy Kanungo ; Veeky Baths. Study of motor imagery for multiclass brain system interface with a special focus in the same limb movement. 2019 IEEE 18th International Conference on Cognitive Informatics & Cognitive Computing (ICCI*CC). To read the full article Click here
22.P Mehra, R Gupta, A Mahajan, V Baths. Multicollinearity Analysis for Cuffless Blood Pressure Estimation Regression Algorithms, Proceedings of the 2019 ACM 4th International Conference on Biomedical Imaging, Signal Processing October 2019, Pages 89–93 https://doi.org/10.1145/3366174.3366188 To read the full article Click here
23. Shivam, Nilanjana Goswami, Veeky Baths, Soumyadip Bandyopadhyay, AES: Automated Evaluation Systems for Computer Programing Course, Proceedings of the 14th International Conference on Software Technologies, 2019, ICSOFT, 508-513, 2019 , Prague, Czech Republic To read the full article Click here
24.Merina Dhara,Veeky Baths and P. Danumjaya. Mathematical modeling and dynamics of tuberculosis infection among diabetic patients in India, J Anal (2018). https://doi.org/10.1007/s41478-018-0086-5 To read the full article Click here
25. Advait Balaji, Aparajita Haldar, Keshav Patil, T Sai Ruthvik, Valliappan CA, Mayur Jartarkar,and Veeky Baths: EEG-based Classification of Bilingual Unspoken Speech using ANN, (1154) published in 39th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC'17) held at the International Convention Center, JeJu Island, S. Korea, from 11-15 July 2017. To read the full article Click here
26. C A, Valliappan, Thandayam, Sai Ruthvik, Balaji, Advait ,Dhingra, Piyush ,Baths, Veeky. A Portable Real Time ECG Device for Arrhythmia Detection Using Raspberry Pi", Lecture Notes in Computer Science,Volume 192 of the Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering series: MOBIHEALTH 2016. LNICST 192, pp. 1–8, 2017. DOI: 10.1007/978-3-319-58877-3 24 To read the full article Click here
27. Divyansh Khanna, Rohan Sahu, Veeky Baths, and Bharat Deshpande: Comparative Study of Classification Techniques (SVM, Logistic Regression and Neural Networks) to Predict the Prevalence of Heart Disease: International Journal of Machine Learning and Computing, Vol. 5, No. 5, October 2015 To read the full article Click here
28. Kratarth Goel, Raunaq Vohra, Anant Kamath, and Veeky Baths. Home Automation Using SSVEP & Eye-Blink Detection Based Brain-Computer Interface. 2014 IEEE International Conference on Systems, Man, and Cybernetics, October 5-8, 2014, San Diego, CA, USA. To read the full article Click here
29. Veeky Baths, Utpal Roy and Tarkeshwar Singh, 2011. Disruption of cell wall fatty acid biosynthesis in Mycobacterium tuberculosis using a graph theoretic approach.Theoretical Biology and Medical Modelling, 8:5 To read the full article Click here
30. Veeky Baths, Utpal Roy,2011. Identification of distant coevolving residues in Antigen 85C from Mycobacterium tuberculosis using statistical coupling analysis of esterase family proteins. Journal of Biomedical Research, 25(3): 1-5. To read the full article Click here
Posters accepted in proceedings of National/International Conferences
Multilingual Classification of unspoken Speech: Advait Balaji, Aparajita Haldar, Keshav Patil, T Sai Ruthvik, Valliappan CA, Mayur Jartarkar,and Veeky Baths. AttLis 2017:“Attentive Listener in the Visual World”,International workshop, BITS Pilani K K Birla Goa Campus 3rd - 4th of March, 2017.
A Recipe to Understand Music: An EEG Approach to Study the Music Preference of Individuals: Young Researchers’ Conference in Cognitive Science – 28 & 29 March 2016 – University of Hyderabad
Veeky Baths and Utpal Roy : Game theory, Mycobacteria and human being: Conflict of interest : National Conference on “Contemporary Trends in Biological and Pharmaceutical Research” (CTBPR-2011) March 12-13, 2011, Birla Institute of TechnologyScience, Pilani.
Veeky Baths and Utpal Roy : Graph theory and Metobolomics at “National Conference on Emerging Trends in Life Sciences Research” held on March 6th & 7th, 2009 at BITS-Pilani.
Veeky Baths and Utpal Roy : Statistical Coupling Analysis of Esterase family proteins for Identification of Distant Coevolving Residues in Antigen 85C from Mycobacterium tuberculosis, at “International Conference on Antimicrobial Research” (ICAR2010), 3-5 November, 2010. Valladolid(Spain)
Book Chapter:
1. M. Indhumathy, S. Arumugam, Veeky Baths and Tarkeshwar Singh, Graph theoretic concepts in the study of biological networks, Applied Analysis in Biological and Physical Sciences, Springer Proceedings in Mathematics & Statistics 186, (2016) 187-200.
2. Veeky Baths and Utpal Roy. “Novel Intervention Strategy against Tuberculosis: Insights from Graph Theory and Systems Biology” - Science against microbial pathogens: communicating current research and technological advances, Formatex Research Center, Spain. 2011.
3. Baths, V. & Roy, U. (2013). Sequence analysis of Mycobacterial PE/PPE Proteins. Tuberculosis – A Comprehensive Clinical Reference. ISBN: iConcept Press