Publications

Journal Publications

1. Kumar Babu Batta, Venkateswara Rao G., and Y. V. Srinivasa Murthy. "A node to node security for sensor nodes implanted in cross cover multi-layer architecture using Mc-Nie algorithm", Evolutionary Intelligence, Springer Nature (2020). DOI: https://doi.org/10.1007/s12065-020-00478-6. [IF: 0.92] [SCI Indexed]

2. Y. V. Srinivasa Murthy, and Shashidhar G. Koolagudi., "Classification of vocal and non-vocal segments in audio clips using genetic algorithm based feature selection (GAFS)", Journal of Expert Systems with Applications, Elsevier (2018). Volume: 106, PP 77-91. [Impact Factor: 3.92] [SCI Indexed]

3. Koolagudi, S. G., Murthy, Y. S., & Bhaskar, S. P. (2018). Choice of a classifier, based on properties of a dataset: case study-speech emotion recognition. International Journal of Speech Technology, 21(1), 167-183.              [Impact Factor: 0.892] [SCOPUS]

4. Murthy, Y. V., & Koolagudi, S. G. (2018). Content-based music information retrieval (cb-mir) and its applications toward the music industry: A review. ACM Computing Surveys (CSUR), 51(3), 45. [SCI Indexed] [ImpactFactor: >8]

5. Koolagudi, Shashidhar., Bharadwaj, Akash., Murthy, Y.V. Srinivasa, Reddy., Reddy, Nishaanth., and Rao, Priya. "Dravidian Language Classification from Speech Signal using Spectral and Prosodic Features", International Journal of Speech Technology (IJST), pp.1-12, Springer. [SCOPUS]

Conference Publications

1. Roshni Biswas, Y. V. Srinivasa Murthy, Shashidhar G. Koolagudi, Vishnu Swaroop G., "Objective Assessment of Pitch Accuracy in Equal-Tempered Vocal Music Using Signal Processing Approaches", Proceedings of the Sixth International Conference on Advanced Computing, Networking, and Informatics (ICACNI), Springer, 2018.

2. Swaroop, Vishnu G., Koolagudi, Shashidhar., and Srinivasa Murthy, Y.V., "Beat Onset Detection in an Audio Clip of a Percussion Instrument-Mridanga", In proceedings of the 5th International Conference on Computing for Sustainable Global Development (IndiaCOM), IEEE, 2018. 

3. Srinivasa Murthy, Y.V., Koolagudi, Shashidhar., and Swaroop, Vishnu G., "Vocal and Non-vocal Segmentation based on the Analysis of Formant Structure", In proceedings of the 9th International Conference on Advances in Pattern Recognition (ICAPR), Indian Statistical Institute (ISI), Bangalore, 2017 (IEEE). 

4. Koolagudi, Shashidhar., Bharadwaj, Akash., Murthy, Y.V. Srinivasa, Reddy., Reddy, Nishaanth., and Rao, Priya. "Dravidian Language Classification from Speech Signal using Spectral and Prosodic Features", International Journal of Speech Technology (IJST), pp.1-12, Springer. [Impact Factor: 0.892] 

5. David J. Attokaren, Ian G. Fernandes, A. Sriram, Y.V. Srinivasa Murthy, and Shashidhar G. Koolagudi., (2017, November). "Food Classification from Images using Convolutional Neural Networks". In Proceedings of the 37th International Conference on Technologies for Smart Nation (TENCON), Malaysia, IEEE, 2017. (In publication)

6. C.B.Yuvaraj, M.Srikanth, V.Santhosh Kumar, Y.V.Srinivasa Murthy, and Shashidhar G. Koolagudi., (2017, August)."An Approach to Maintain Attendance using Image Processing Techniques". In Proceedings of the 10th International Conference on Contemporary Computing (IC3), IEEE, 2017.

7. Karthik, S., Ramesh, Kiran., Prakash, Shiva., Murthy, Y. V. Srinivasa., and Koolagudi, Shashidhar G., (2017, March). “Gesture Recognition using Viola Jones Framework and Contour Detection”. In Proceedings of the 4th IEEE International Conference on Computing for Sustainable Global Development (IndiaCOM). IEEE, 2017.

8. Gudivada, Thejdeep., Murthy, Y. V. Srinivasa., and Koolagudi, Shashidhar G., (2017, March). “An Accelerated CPU Based Ray Tracer”. In Proceedings of the 4th IEEE International Conference on Computing for Sustainable Global Development (IndiaCOM). IEEE, 2017.

9. Koolagudi, S. G., Vishwanath, B. K., Akshatha, M., & Murthy, Y. V. (2017). Performance Analysis of LPC and MFCC Features in Voice Conversion Using Artificial Neural Networks. In Proceedings of the International Conference on Data Engineering and Communication Technology (pp. 275-280). Springer

10. Thomas, M., Jothish, Mintu., Thomas, Navin., Koolagudi, S. G., and Murthy, Y. S., (2016, November). Detection of Similarity in Music Files using Signal Level Analysis. In 36th IEEE International Conference on Technologies for Smart Nation (TENCON), Singapore. IEEE, 2016

11. Luitel, B., Murthy, Y. S., and Koolagudi, S. G. (2016, August). Sound Event Detection in Urban Soundscape using Two-level Classification. In Distributed Computing, VLSI, Electrical Circuits and Robotics (DISCOVER), IEEE (pp. 259-263). IEEE.

12. Thomas, M., Murthy, Y. S., and Koolagudi, S. G. (2016, May). Detection of largest possible repeated patterns in Indian audio songs using spectral features. In Electrical and Computer Engineering (CCECE), 2016 IEEE 29th Canadian Conference on (pp. 1-5). IEEE.

13. Sharma, R., Murthy, Y. S., and Koolagudi, S. G. (2016). Audio Songs Classification Based on Music Patterns. In Proceedings of the Second International Conference on Computer and Communication Technologies (pp. 157-166). Springer India.

14. Murthy, Y. S., and Koolagudi, S. G. (2015, May). Classification of vocal and non-vocal regions from audio songs using spectral features and pitch variations. In Electrical and Computer Engineering (CCECE), 2015 IEEE 28th Canadian Conference on (pp. 1271-1276). IEEE.

Research at Initial Stage :: Before NITK

RESEARCH PAPERS IN JOURNALS

1. Srinivasa Y V Murthy, Dr S C Satapathy, P Srinivasu and A A S Saranya Article:“Key Generation for Text Encryption in Cellular Networks using Multi-Point Crossover Fuction”. International Journal of Computer Applications, (ISSN: 0975 -8887) Vol - 32(9), pp 30 – 36, October, 2011 Published by Foundation of Computer Science, New York, USA, DOI: 10.5120/3934-5588.

2. Y V Srinivasa Murthy, G Jagadish, K Mrunalini, Kakarla Siva, P V V Satyanarayana, V Nikhil Raj Kumar Article: “A Novel Approach to Troubleshoot Security Attacks in Local Area Networks” published by IJCSNS journal, Volume 11, Issue 9

3. Y V Srinivasa Murthy, Dr S C Satapathy, Ch Rajesh and Tejnadh P Reddy Article: “Dynamic Video Conferencing with Fully Secured Encryption Algorithms” International Journal of Computer Applications, (ISSN: 0975 -8887) Vol - 34(8), pp 49 – 55, November, 2011 Published by Foundation of Computer Science, New York, USA, DOI: 10.5120/4123-5998

4. K Siva Prasad, Y V Srinivasa Murthy, Ch Srinivasa Rao, Dr. D. Nageswara Rao Article: " Optimizing Pulsed Current Micro Plasma Arc Welding Parameters to Maximize Ultimate Tensile Strength of SS304L Sheets Using Hooke and Jeeves Algorithm“ published in Journal for Manufacturing Scienes and Production (JMSP), December - 2011. Volume 11, Issue - 3.

5. Tummala Pradeep, P Srinivasu, P S Avadhani, Y V Srinivasa Murthy. Article: “Comparison of variable learning rate and Levenberg-Marquardt back-propagation training algorithms for detecting attacks in Intrusion Detection Systems” published in International Journal of Computer Science & Engineering (IJCSE) Volume: 3 Issue: 11. PP 3572 – 3581. ISSN: 0975-3397

   1. Murthy, Y. S., Harish, K., Varma, D. V., Sriram, K., & Revanth, B. V. S. S. (2014). Hybrid Intelligent Intrusion Detection System using Bayesian and Genetic Algorithm (BAGA): Comparitive Study. International Journal of Computer Applications, 99(2), 1-8.

RESEARCH PAPERS IN CONFERENCES

1. Y V Srinivasa Murthy, Dr S C Satapathy, A A S Saranya, K Sundeep Saradhi. “Evolutionary Based Secured Coding Technique for Mobile Communication Networks” Book Title: Proceedings of the International Conference on Information Systems Design and Intelligent Applications 2012 (INDIA 2012) held in Visakhapatnam, India, January 2012. Book Series Title: Advances in Intelligent and Soft Computing, 2012. Publisher: Springer Berlin / Heidelberg. ISBN:  978-3-642-27442-8 PP 923 – 930. Volume: 132 DOI: 10.1007/978-3-642-27443-5_106

2. Siva Prasad, Kondapalli, Srinivasa Murthy, Y., Srinivasa Rao, Ch.,  Nageswara Rao, D., Jagadish, Gurrala. Article: “Unconstrained Optimization for Maximizing Ultimate Tensile Strength of Pulsed Current Micro Plasma Arc Welded Inconel 625 Sheets” Proceedings of the International Conference on Information Systems Design and Intelligent Applications 2012 (INDIA 2012) held in Visakhapatnam, India, January 2012. ISBN: 978-3-642-27442-8 in Advances in Intelligent and Soft Computing Publisher: Springer Berlin / Heidelberg. Volume: 132. DOI: 10.1007/978-3-642-27443-5_39

3. Dr. S C Satapathy, Y V Srinivasa Murthy, A A S Saranya, P Anusha. Article: “Genetic Algorithm Based Key Generation for Text Encryption in Cellular Networks” published by an International Conference on Technology & Management, June 2011, pp 35 – 39, ISBN: 978 – 93 – 81361 – 08 – 5

4. Y V Srinivasa Murthy, N V Manideep, B S Deepak, T Sindhuri. Article: “Swarm Intelligence Based Earthquake Prognostication” Published by an International Conference on Technology & Management, June 2011, pp 169 – 173, ISBN: 978 – 93 – 81361 – 08 – 5

5. K Siva Prasad, Y V Srinivasa Murthy, Ch Srinivasa Rao, Dr. D. Nageswara Rao Article: “Optimizing fusion zone grain size and ultimate tensile Strength of pulsed current micro plasma arc welding Welded ss304l sheets using hooke & jeeves algorithm” published in International Conference on Futuristic Trends in Materials and Energy Systems.