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Faculty Member Details

Staff Id : 04755
Name : Dr. N.J. NALINI
Designation : ASSOCIATE PROFESSOR
Department : COMPUTER SCIENCE & ENGG.
Qualification : M.E(CSE),Ph.D(CSE)
Specialization : SPEECH AND IMAGE PROCESSING, PATTERN RECOGNITION.
Date of Birth : 28-03-1978
Date of Joining : 27-07-2000

Present Address Contact Number E-Mail Address
233,IIIrd South cross,
Mariappa Nagar,
Chidambaram-608 002.		9894930287njncse78@gmail.com

Research Guidance
Discipline Awarded Guidance
M.Phil./M.E./M.Sc. 41-
Ph.D. 46


Conference /Seminar / Symposia / Workshop
Conference Seminar Symposia Workshop
National International
Attended 2115-3
Conducted ----3


Research Projects
Major Projects Minor Projects Total Amount (Rs.)
Completed ---
Ongoing ---

Teaching and Research Experience Industry Experience
24 Years -

Journals Conference Books Published Popular Article
National International National International
- 23 2 9 1 -

List of Publications - International
Rajesh Sangeetha and N. J. Nalini, "Recognition of Musical Instrument Using Deep Learning Techniques.", International Journal of Information Retrieval Research, IGI Global, Volume 11, Number 4, Aug 2020, pp. 1-9. 2020.
Rajesh Sangeetha and N. J. Nalini, "Combined Evidence of MFCC and CRP Features Using Machine Learning Algorithms for Singer Identification.", International Journal of Pattern Recognition and Artificial Intelligence, World Scientific, Volume 13, Number 1, Jul 2020, pp. 1-8. 2020.
Rajesh Sangeetha and N. J. Nalini, "Instrument Emotion Recognition using Deep Recurrent Neural Networks.", Procedia Computer Science, Elsevier, Volume 167, Number 1, Mar 2020, pp. 16-25. 2020.
Rajesh Sangeetha and N. J. Nalini, "Singer Identification Using MFCC and CRP Features with Support Vector Machines.", "Springer Advances in Intelligent Systems and Computing, Springer Nature, Volume 999, Number 1, Jan 2020, pp. 295-306. 2020.
Maganti Syamala, Nattanmai Jeganathan Nalini, "A Filter Based Improved Decision Tree Sentiment Classification Model for RealTime Amazon Product Review Data.", International Journal of Intelligent Engineering and Systems, Volume 13, Number 1, Feb 2020, pp. 191-202. 2020.
M Syamala, N. J. Nalini, "LDA and Deep Learning: A Combined Approach for Feature Extraction and Sentiment Analysis.", IEEE, Volume 1, Number 1, Jul 2019, pp. 1-5. 2019.
M Syamala, NJ Nalini, "A Deep Analysis on Aspect based Sentiment Text Classification Approaches.", International Journal of Advanced Trends in Computer Science and Engineering, Volume 8, Number 5, Oct 2019, pp. 1795-1801. 2019.
k. Gajalakshmi, S. Palanivel, N.J. Nalini, S. Saravanan, "Automatic classification of cast iron grades using support vector machine.", Optik, Volume 157, Number 157, Mar 2018, pp. 714-732. https://doi.org/10.1016/j.ijleo.2017.11.183.
Maganti Syamala, N.J.Nalini , R. Ragupathy, Lakshmana Phaneendra Maguluri, "Denoising Of Digital Images Using Sparse Rep-resentation of Edges and Separable Wavelet Transform.", Journal of Advanced Research in Dynamical and Control Systems, Volume 10, Number 9, 2018, pp. 975-982. 2018.
Lakshamana Phaneendra Maguluri, Tumma Srinivasarao, Maganti Syamala, R. Ragupathy and N. J. Nalini, "Efficient Smart Emergency Response System for Fire Hazards using IoT.", International Journal of Advanced Computer Science and Applications, Volume 9, Number 1, 2018, pp. 314-320. 2018.
Maganti Syamala, N. J. Nalini, R. Ragupathy et.al, "Random Forest Classifier Approach for Blurred Images.", International Journal of Pure and Applied Mathematics, Volume 116, Number 6, 2017, pp. 67-72. 2017.
R. Illakiya, N. J. Nalini, "Supervised learning based HDFS replication management system.", IEEE Explorer, Volume 2, Number 1, Apr 2017, pp. 116-120. 2107.
4. Maganti Syamala, N. J. Nalini, Lakshamana Phaneendra Maguluri and R. Ragupathy, "Comparative Analysis of Document level Text Classification Algorithms using R.", Materials Science and Engineering,, Volume 225, Number 1, 2017, pp. 1-8. 2017.
Gajalakshmi K, Palanivel S, Nalini N J and Saravanan S, "Automatic Microstructure Grain count using Support Vector Regression.", Journal of Manufacturing Engineering, Volume 12, Number 1, Mar 2017, pp. 29-32. 2017.
K. Gajalakshmi, S. Palanivel, N.J. Nalini, S. Saravanan, K. Raghukandan, "Grainsize Measurement in Optical Microstructure using Support Vector Regression.", Optik (Elsevier) 138 (2017) 320â,“327, Volume 138, Number 1, Mar 2017, pp. 320-327. 2017/http://dx.doi.org/10.1016/j.ijleo.2017.03.052.
N. J. Nalini and S. Palanivel, "Music emotion recognition: The combined evidence of MFCC and residual phase.", Egyptian Informatics Journal (Elsevier ) , , Volume 17, Number 1, Sep 2015, pp. 1-10. http://dx.doi.org/10.1016/j.eij.2015.05.004.
Sujitha, N.J. Nalini, S.Palanivel, "Music Emotion Recognition from Audio using Timbre Features.", International Journal of Computer Science and Engineering, Volume 3, Number 12, Mar 2015, pp. 129-134. 2015.
M.Banumathi, N.J.Nalini, S.Palanivel, "Music Emotion Recognition from Lyrics using DWCH Features.", International Journal of Computer Science and Engineering, Volume 6, Number 12, Mar 2015, pp. 79-83. 2015.
N. J. Nalini and S. Palanivel, "Music Emotion Recognition using Residual Phase Features.", International Journal of Applied Engineering Research, Volume 9, Number 20, Jun 2014, pp. 4539-4544. 2014.
N. J. Nalini, S. Palanivel and M. Balasubramanian, , "Speech emotion recognition using residual phase and MFCC features.", International Journal of Engineering and Technology, Volume 5, Number 6, Apr 2013, pp. 4515-4527. 2013.
N.J.Nalini, Arju chakaraborthy , "Speech Emotion Recognition Using MFCC and AANN.", Bonfring International journals, Volume 2, Number 3, Sep 2013, pp. 223-227. 2013.
N.J.Nalini, Kaushik datta , "Emotion recognition in music signal using AANN and SVM.", Bonfring International journals, Volume 2, Number 3, Sep 2013, pp. 179-185. 2013.
N. J. Nalini and S. Palanivel, "Emotion recognition in music signal using AANN and SVM.", International Journal of Computer Applications, Volume 77, Number 2, Sep 2013, pp. 7-14. 10.5120/13364-0958.
List of Conferences - National
.J.Nalini, S. Palanivel, and N.Bharanidharan, Speech Based Emotion Recognition, Multimedia Signal Processing , Feb 16-17, 2011, Dept. of Computer science and Engineering, FEAT, Annamalai University, Tamil Nadu, pp. 100-102. Annamalai University, India, Annamalai University.
P.Sridevi and N.J.Nalini , Visualizing Data Mining Models, Human Computer Interaction, Feb 23-24, 2007, ”, P.G.Dept. CSE, Kongu Arts and Science College, Tamil Nadu, pp. 18-22. India, Kongu Arts and Science College.
List of Conferences - International
Rajesh Sangeetha and N. J. Nalini, Singer Identification Using MFCC and CRP Features with Support Vector Machines, 1st International Conference on Computational Intelligence in Pattern Recognition -2019, Jan 19-20, 2019, Indian Institute of Engineering Science and Technology,W.B, pp. 1-5. W.B, Springer.
R. Illakiya, N. J. Nalini, Supervised learning based HDFS Replication Management, International Conference on Technical Advancements in Computers, Apr 10-11, 2017, Dept. of Computer science and Engineering, Adhiparasakthi Engineering College, pp. 116-120. Melmarvathur, ICTACC'17.
M. Syamala, N. J. Nalini, Comparative Analysis of document level Text Classification Algorithm using R, International conference on Advanced Material Technologies, Dec 27-28, 2016, Dadi Institute of Engineering (DIET), Visakhapatnam, pp. 20-25. Anakapali, Visakapatinam, Andhra pradesh, India, ICAMT2016.
B. Vinodha, N. J. Nalini, Recognition of Emotional Speech Signal based on the Speech of Gender, International Conference on Communication and Security, Mar 17-19, 2016, Dept. of Electronics and Comm. Pondicherry Engineering College, pp. 438-444. Puducherry,India, ICCS2016.
M.Banumathi, N.J.Nalini, S.Palanivel, Music Emotion Recognition from Lyrics using DWCH Features, International Conference on Engineering Trends and sciences and Humanities, Mar 30-30, 2015, Imayam College of Engineering, pp. 79-83. Trichy, Seventh Sense Research Group.
R. Sujitha, N. J. Nalini, S.Palanivel, Music Emotion Recognition from Audio using Timbre Features, International Conference on Engineering Trends and sciences and Humanities, Mar 30-30, 2015, Imayam College of Engineering, pp. 129-134. Trichy, Seventh Sense Research Group.
N. J. Nalini, S. Palanivel, Music Emotion Recognition using Residual Phase Features, International conference on pattern recognition and multimedia signal processing, Jan 9-10, 2015, Annamalai University, pp. 4538-4542. Annamalainagar, India, ICPRMSP'15.
N. J. Nalini, S. Palanivel, Kaushik datta, Emotion recognition in music signal using AANN and SVM,, II IEEE International conference on communication and signal processing-2013, Apr 3-5, 2013, Adhiparasakthi Engineering College, Melmaruvathur, pp. 179-185. India, IEEE explorer.
N. J. Nalini, S. Palanivel, Arju chakaraborthy, Speech Emotion Recognition Using MFCC and AANN, II IEEE International conference on communication and signal processing-2013, Apr 3-5, 2013, Adhiparasakthi Engineering College, Melmaruvathur, pp. 15-20. India, IEEE explorer.
List of Book Published
N. J. Nalini, S. Palanivel, Music Emotion Recognition - The Combined Features, Omniscrptum GmbH&Co. KG, 28,66111 Saarbrucken,Deutschland/Germany: LAP Lambert Academic Publishing, 978-3-659-888879-3, pp. 1-50. Mar 2016, www.omniscirptum.com.

List of Awards /Honours / Memberships
Indian Society for Technical Education - LM 126327
The Institution of Engineers(India) - M - 1529530