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Research Papers


1. Clustering Approach for Face Recognition Using Unsupervised Mode
Accolade 2011, MIT,PUNE, 24 Feb 2011, National Conference, Stood first


2. Face Recognition Using Self- Organizing Mapping
e-pgcon 2010, Rajaeshi Shahu college of Engg, Pune, 17 April 2010, National Conference


3. Face Recognition
ADVICE 2010, NITTTER Chandigarh, India
18th Feb 2010, National Conference proceedings


4. Neural Networks for Face Recognition using SOM
International Journal of Computer Science & Technology
Cosmic Journals, India, Dec Issue 2010,International Journal
ISSN: 0976-8491Online
ISSN: 2229-4333Print


5. Pattern Recognition Using Neural Networks
International Journal of Computer Science & Information Technology
IJCSIT December 2010, International Journal Vol 2, No 6, 6 


6. Dimensionality Reduction technique using Neural Networks – A Survey
International Journal of Advanced Computer Science and Applications
IJACSA, 4 April 2011, International Journal, Vol. 2, No. 4, 2011, ISSN 2156-5570


7. Web Intelligence: Analysis of Unstructured Documents Using KnowItAll
International Journal of Computer Science and Information Technologies
IJCSIT Mar 7, 2011 International Journal, Vol. 2 (3) , 2011, 992-994, ISSN 0975-9646


8. Web Intelligence
International Journal of Computer Trends and Technology
IJCTT, Apr 16, 2011, International Journal, ISSN:2231-2803


9. Neural  Network  Based  Face  Recognition  Using Matlab
International Journal of Computer Science & Engineering Technology
IJCSE,International Journal, Feb Issue 2011 Vol X No X 1-5


10. Wavelet Transform Based Ecg Signal Analysis For Wban In Healthcare Applications
International Journal of Engineering Science and Research
IJESR, Wednesday, 10 August, 2011, International Journal Volume 1, Issue 2.


11. Feature Extraction Techniques For Mining ECG Signals In WBAN For Healthcare Applications
International Journal of Advances in Computing and Information Researches
IJACIR January 2012, International Journal Volume 1– No.1, ISSN:2277-4068


12. Survey on Multi-domain Physiological Activity Recognition System
International Journal of Engineering Research and Applications 
IJERA, Mar-Apr 2012, International Journal, Vol. 2, Issue 2, ISSN: 2248-9622 ,pp.543-546


13. Electronic Toll Collection using GPS Technology
National Conference on High Performance Computing & Machine Intelligence
HCI, 2nd February 2012, National Conference


14. An Innovative Efficient and Light Weighted Approach to Face Recognition using SOM
CiiT International Journal of Biometrics and Bioinformatics
CiiT, June 2012, International Journal, Print: ISSN 0974 – 9675 & Online: ISSN 0974 – 956X


15. EEG Based Emotional Distress Analysis– A Survey".
International Journal Of Engineering Research and Development
IJERD, October 2012, International Journal, Vol 4, Issue 6; e- ISSN: 2278-067X, 
p-ISSN: 2278-800X, pp-24-28


16. Depression Analysis using ECG Signal
International Journal of Computers & Technology 
IJCT, November 2013. (Impact Factor: 1.341), VOL 11, NO 7, pg. 2746-2751


17. Efficient Method for Stress Detection and Analysis”, 
International Journal of Research in Education Methodology
IJREM, September 2013, International Journal Vol.3, No.3, ISSN:2278-7690, pg. 309-315,


18. Classifying Mood Disordered Patients and Normal Subjects Using Various Machine Learning Techniques
International Journal of Advance Research in Computer Science and Management Studies,
IJARCSM, September 2013. International Journal Volume 1, Issue 4, pg. 90-97,  ISSN: 2321-7782,


19. A Survey: Fundamental of EEG 
International Journal of Advance Research in Computer Science and Management Studies
IJARCSM, September 2013, International Journal, Volume 1, Issue 4, pg. 83-89, ISSN: 2321-7782,.

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20. Clinical Depression analysis Using Speech Features
IEEE  6th International Conference on Emerging Trends in Engineering & Technology  
 GHR Labs & Research Center of G. H. Raisoni College of Engineering, Nagpur, India
December 16-18, 2013. International Conference

RESEARCH WORK: Text

21. Electrocardiogram Based  Depression Analysis Using Expert Opinion 
International Conference on  Recent Trends in Engineering and Technology” (ICRTET-2014),
SNJB’s Late Sau. K. B. Jain College of Engg, Chandwad
28 January 2014, Elsevier Publication, Pg no. 803-807


22. A Survey: Pre-processing and Feature Extraction Techniques for Depression Analysis Using Speech Signal
International Journal of Computer Science Trends and Technology 
IJCST, Mar-Apr (21/4/14) 2014, International Journal, Volume 2 Issue 2, 
ISSN: 2347-8578 ,Pg no. 85-88


23. Virtual Trial Room
 International Journal of Computer Science Trends and Technology
IJCST, Mar-Apr (21/4/14), 2014, International Journal, Volume 2 Issue 2, ISSN: 2347-8578 Pg no. 49-52


24. A Survey on the Available Algorithms for Recognizing Depression Disorders through Gesture Recognition
International Journal of Scientific & Engineering Research
IJSER, September-2014, International Journal, Volume 5, Issue 9,                                                                            ISSN 2229-5518, Impact Factor: 3.2


25. Gesture Recognition For Mood Detection
International Journal of Scientific & Engineering Research
IJSER, Sept-Oct 2015 , International Journal, Vol 6 (5),733-739,  ISSN:2229-6093


26. Cumulative Video Analysis Based Smart Framework for Detection of Depression Disorders
International Conference on Pervasive Computing 
SCOE, Pune, Jan 08-10, 2015, International Conference, DOI: 10.1109/PERVASIVE.2015.7087145


27. Non Invasive EEG Signal Processing Framework for Real Time Depression Analysis
SAI Intelligent Systems Conference 2015 ,IntelliSys 2015
Nov 10-11, 2015, LONDON International Conference
978-1-4673-7606-8/15/$31.00 ©2015 IEEE, Pg No. 518-521


28. An Innovative Design for Depression Analysis Through EEG Signal
MIT Campus, Saint Dnyaneshwar Hall, Pune, India
Emerging Trends for Excellence in Management and Information Technology‖ 
Centre for Management Studies and Research & Department of Information Technology
(NCMIT’16) (7th - 8th October, 2016 Pune National Conference
ISSN: 2231-5535, IJESR, Vol.: 5, Issue: 5, Pg. No. 139-144


29. An Advanced Design for Depression Analysis through EEG Signal
International Journal of Scientific Engineering and Research 
IJSER January 2017, International Journal , ISSN: 2347-3878 ,Volume 5, Issue 1, January 2017
Pg. No. 93-96


30. Cognitive Depression Detection Methodology Using EEG Signal Analysis
ICICC 2017 International Conference on Intelligent Computing and Communication 
Springer MITCOE, Pune August 2nd-4th 2017, International  Conference


31. Depression Detection through eye movement using statistical analysis and machine learning: A Survey
ICAUEC-2018 Advances in Usability Engineering for Computing, Department of Computer and E &TC Engineering, MITCOE, Pune, February 14th-15th 2018, International Conference


32. Artificial Neural Networks for Kinematic Analysis of Handwriting in Alzheimer’s Disease Patients: A Survey
ICAUEC-2018 Advances in Usability Engineering for Computing, Department of Computer and E &TC Engineering, MITCOE, Pune, February 14th-15th 2018 ,International  Conference


33. Machine Learning Algorithms for the prognosis of Dementia: A Survey
ICAUEC-2018, Advances in Usability Engineering for Computing, Department of Computer and E &TC Engineering, MITCOE, Pune, February 14th-15th 2018 , International Conference


34. Mental Disorders Prediction using Hair Cortisol concentration: A Survey
ICAUEC-2018, Advances in Usability Engineering for Computing, Department of Computer and E &TC Engineering, MITCOE, Pune, February 14th-15th 2018, International Conference


35. “Different Parameters for Computational Depression Analysis: A Review”,
Shamla Mantri, Mrunalini Kulkarni, Mugdha Joglekar, Sharwin Bobde
International Journal of New Technology and Research 
IJNTR, May 2018, International Journal, ISSN: 2454-4116, Volume-4, Issue-5, Pages 92-96


36. “Real Time Multimodal Depression Analysis”
Shamla T. Mantri, Dipti D. Patil, Pankaj Agrawal, V. M. Wadhai
International Journal of Innovative Technology and Exploring Engineering 
IJITEE, July 2019,International Journal, ISSN: 2278-3075, Volume-8 Issue-9,


37. “Plant Diseases Detection and Classification using Machine Learning Models”, 
Poojan Panchal ; Vignesh Charan Raman ; Shamla Mantri
4th International Conference on Computational Systems and Information Technology for Sustainable Solution 
CSITSS, 20-21 Dec. 2019, International Conference, INSPEC Accession Number: 19452570


38. “EEG Analysis for Epilepsy Detection”,
Indira Pimpalkhare, Shamla Mantri
WCE Research Symposium on Computing, Fourth National RSC 2019, (19-21 December, 2019)
International Conference 

RESEARCH WORK: Text
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