Educational & Professional
Academic Qualifications
1.
Ph.D. in CSE, JNTUH with Awarded (2005-2011)
2.
M.Tech in CS, JNTUH with Distinction (2003-2005)
3.
B.Tech in CSE, JNTUH with First Class (1996-1999)
Professional Experience
|
At JNTUH
| 1. |
Assistant Professor, JNTUH (2000 - 2006) |
| 2. |
Associate Professor, JNTUH (2006 - 2012) |
| 3. |
Professor, JNTUH (2013 - Till Date) |
|
|
|
|
Research
Patents
 |
MIDDE VENKATESWARLU NAIK,Dr. D. Vasumathi,Dr. A.P SivaKumar, AN AI ENABLED FRAMEWORK FOR EFFICIENT FINE GRAINEDSENTIMENT ANALYSISIN MULTI LINGUAL CONTEXT ,OFFICIAL JOURNAL OF THE PATENT OFFICE, 2021 |
|
Dr. Suresh Kumar Sanampudi, Kishore kumar Mamidala,Dr. D Vasumathi, A METHODOF EXTRACTIVE TEXT SUMMARIZATION FOR TELUGU WITH IMPROVED SENTENCE RANKING ,OFFICIAL JOURNAL OF THE PATENT OFFICE, 2021 |
|
D. VASUMATHI,M VIJAYAKAMAL, AN AUTOENCODER TECHNIQUE TO DETECT ANOMALIES IN BUSINESS PROCESS EVENT LOGS OF BUSINESS INTELLIGENCE ,OFFICIAL JOURNAL OF THE PATENT OFFICE, 2021 |
|
|
| International Journals |
| 1 . |
1. K anusha,D. Vasumathi, A framework to build and clean multilanguage text corpus for emotion detection using machine learning, journal of theoretical and applied information technology, ISBN No.1992-8645, Vol No.Vol.101. No 3, Issue No.3, pp.1344-1350, Journal of Theoretical and Applied Information Technology, February , 2023 |
| 2 . |
K. Swapnika,D. Vasumathi, A HYBRID DNN-HHO APPROACH FOR EVENT DETECTION IN BIG DATA, Indian Journal of Computer Science and Engineering (IJCSE), ISBN No.2231-3850, Vol No.13, Issue No.4, pp.1401-1411, Indian Journal of Computer Science and Engineering (IJCSE), sept-oct, 2022 |
| 3 . |
K Swapnika, D Vasumathi, MULTIMODAL EVENT DETECTION IN BIG DATA USING MULTI-LEVEL FUSION CLASSIFIER, Indian Journal of Computer Science and Engineering (IJCSE), ISBN No.2231-3850, Vol No.13, Issue No.3, pp.796-811, Indian Journal of Computer Science and Engineering (IJCSE) , May-Jun, 2022 |
| 4 . |
K. Swapnika,D. Vasumathi, Event Detection and Classification Using Deep Compressed Convolutional Neural Network, (IJACSA) International Journal of Advanced Computer Science and Applications, ISBN No. 2156-5570, Vol No.13, Issue No.12, pp.312-322, International Journal of Advanced Computer Science and Applications,, Jan, 2022 |
| 5 . |
Vijayalakshmi Kakulapati, Devara Vasumathi , Mahender Reddy S B, S. S. Deepthi, Fuzzy based predictive analytics for early detection of Diabetes, BOOK CHAPTER, ISBN No.9781522571315, pp.219-247, IGI global book , 2019 |
| 6 . |
G. Surya Narayana, D. Vasumathi , An Attributes Similarity-Based K-Medoids Clustering Technique in Data Mining, Arabian Journal for Science and Engineering, Vol No.43, Issue No.8, pp.3979-3992, springer, August , 2018 |
| 7 . |
Surya Narayana Goddumarri, Vasumathi Devara, Optimal Feature for Text Similarity based Hybrid Clustering Technique with Aid of MGWO, Indian Journal of Science and Technology (IJST), Vol No.10, Issue No.6, pp.1-10, February, 2017 |
| 8 . |
Predictive Methodology for Women Health Analysis through Social Media, 2nd International Conference on Computational Intelligence and Informatics(ICCII-2017) , springer, september, 2017 |
| 9 . |
Lokanadham Naidu Vadlamudi, Rama Prasad V Vaddella, Vasumathi Devara, A Review of Robust Hashing Methods for Content-based Image Authentication, Journal on Image Processing (JIP), ISBN No.ISSN Print: 2349-4530, Vol No.3, Issue No.4, pp.32-39, i-manager , December, 2016 |
| 10 . |
Lokanadham Naidu, Rama Prasad V Vaddella , Vasumathi Devara, Robust hash generation technique for content-based image Authentication using histogram, International Research Journal of Multimedia Tools and Applications, ISBN No.ISSN:1380-7501, Vol No.75, Issue No.11, pp.75-6604, springer, June, 2016 |
| 11 . |
P. Rajarajeswari , D. Vasumathi , A. Ramamohanreddy , Applying UML Modeling Techniques for Architecture View of Electronic Commerce System, Journal of Advances in Information Technology, Vol No.7, Issue No.1, pp.39-42, February, 2016 |
| 12 . |
M. Sree vani, R.Bhramaramba, D.Vasumati ,O.Yaswanth Babu, TUI based touch-spam detection in mobile applications to increase the security from advertisement networks,, International Journal of Advanced Computer Communications and Control(IJACCC), Vol No.Vol. 02, No. 01, Jan, 2014 |
| 13 . |
M. Sree vani, R.Bhramaramba, D.Vasumati ,O.Yaswanth Babu, A Survey on link based algorithms for web spam detection, International Journal of Current Engineering and Technology(IJCET), Vol No.Vol.3, No.2 (June. 2013), 2.552, 5 Years, June, 2013 |
| 14 . |
M. Sree vani, R.Bhramaramba, D.Vasumati ,O.Yaswanth Babu, Classifying Web Spam Using Block-based Trust Rank, International Journal of Current Engineering and Technology(IJCET), Vol No.Vol.2, No.4 (Dec. 2012), 2.552, 5 Years, December, 2012 |
| National Journals |
| International Conference |
| 1 . |
Ajmeera Kiran, D.Vasumathi, Predictive Methodology for Women Health Analysis through Social Media, 2nd International Conference on Computational Intelligence and Informatics(ICCII-2017) , springer, 25-27, September in JNTUH, 2017 |
| 2 . |
T.Bhaskar, D.Vasumathi, A reversible data embedding scheme for gray scale images to augment the visual quality using HVS characteristics, 2nd International Conference on Communication and Information Processing (ICCIP-2016 ), springer, september 25-27 in JNTUH , 2017 |
| 3 . |
G.Surya Narayana, D.Vasumathi , Clustering for High Dimensional Categorical Data based on Text Similarity, 2nd International Conference on Communication and Information Processing (ICCIP-2016 ) in Singapore, ISBN No.978-1-4503-4819-5, pp.17-21, ACM Proceedings, November 26-29 , 2016 |
| 4 . |
RM Mohd, CS Bindu, D Vasumathi , User Authentication with Graphical Passwords and PassText, Springer LNCS International conference on Computational Intelligence and Informatics(ICCII-2016), , springer, December, 2016 |
| 5 . |
D. Veeraiah, D. Vasumathi , Fuzzy Link Based Analysis for Mining Informational System, International Conference on ICT for Sustainable Development, 2016, pp.55-62, springer, February, 2016 |
| 6 . |
M. Sree Vani, D.Vasumati, R.Bhramaramba, O.Yaswanth Babu, Data Mining Approach to Filter Click-spam in Mobile Ad Networks, Int'l Conference on Computer Science, Data Mining & Mechanical Engg. (ICCDMME’2015) in Bangkok(Thailand), ISBN No.978-93-84422-16, pp.90-94, April, 2015 |
| 7 . |
P. Rajarajeswari , D. Vasumathi , A. Ramamohanreddy , Applying UML Modeling Techniques for Architecture View of Electronic Commerce System, 6th International Conference on Software and Computing Technology (ICSCT 2015), Dubai, UAE, october 17-18 , 2015 |
| 8 . |
T. Bhaskar, D.Vasumathi, A reversible data embedding scheme for MPEG-4 video using non-zero AC coefficients of DCT, 2013 IEEE International Conference on Computational Intelligence and Computing Research, ISBN No.978-1-4799-1597-2, IEEE, 26-28 Dec, 2013 |
| National Conference |
| |
| Workshop |
Events Participated/Organized
| Organized |
| 1.
|
Organized a Training on Computer Programming, JNTUH, 22-01-2018 to 03-02-2018 |
| Co-ordinated |
| 4. |
Coordinated for a Refresher Course on Recent Trends Web Data Mining, UGC_ASC, JNTUH, 21-11-2011 to 12-12-2011 |
| 5. |
Coordinated for a Refresher Course on Advance Trends in Web Mining & Data Warehousing, UGC_ASC, JNTUH, 08-10-2010 to 08-11-2010 |
| 7. |
Coordinated for a Workshop on Emerging Trends in Data warehousing &Mining, Community Service under TEQIP at JNTUHCEH, 26-03-2009 |
| 8. |
Coordinated for a Workshop on Advanced Web Technologies, Community Service Under TEQIP at JNTUCEH, 25-03-2009 |
| 9. |
Coordinated for a Workshop on Awareness of Computers and its Applications to the Society, Community Service Under TEQIP at JNTUHCEH, 23-03-2009 to 24-03-2009 |
| 11. |
Coordinated for a Refresher Course on Data Mining and Data Warehousing Techniques, UGC_ASC, JNTUH, 11-02-2008 to 01-03-2008 |
| Participated |
| 1. |
Participated in a Workshop on NBA Accreditation, JNTUH, 14-12-2017 to 16-12-2017 |
| 2. |
Participated in a FDP on Algorithms, JNTUH, 20-09-2016 to 27-09-2016 |
| 3. |
Participated in a Refresher Course on Advance Topic in Data Warehousing and Data Mining, UGC_ASC, JNTUH, 03-12-2009 to 23-12-2009 |
| 4. |
Participated in a Workshop on Soft Skills, Community Service Under TEQIP at JNTUHCEH, 19-03-2009 |
|
|
Honors & Professional Activities
Awards
1.
WOMEN ACHIEVER AWARD-2021, WORLD ACHIEVERS , 2021
2.
HEAVEN HOMES SOCIETY CERTIFICATE OF APPRECIATION, Heaven Homes Society, 2020
3.
Savitri Bhai Phule Award, STATE GOVERNMENT, 2017
Professional Activities
|
|
1. Life member, ISTE (Indian Society for Technical Education)
2. Member CSI
|
|
|
Teaching
| MACHINE LEARNING in MCA V (2019) | | DATA BASE MANAGEMENT SYSTEMS in MCA II (2019) | | SEMINAR in B TECH IV YEAR II (2018) | | MINI PROJECT SEMINAR in MTECH (CS) II (2019) | | BIG DATA ANALYTICS in MTECH (CF & IS) II (2018) | | DATA MINING in M TECH I (2017) | | DATA BASE MANAGEMENT SYSTEMS in MCA II (2018) | | BIG DATA ANALYTICS in MCA V (2017) | | SOFTWARE TESTING METHODOLOGIES in MCA III (2018) | | BIG DATA ANALYTICS in MCA V (2018) | | MCA(OOPS through JAVA) in MCA II (2016) | | M.Tech (BigData Analytics) in CSE II (2016) |
|
|
Adminstrative Positions Held
|
1. General Secterary
, JNTUCEH, 2015 - Present
|
|
2. President for Women Association(teaching & Non Teaching)
, JNTUH, 2016 - Present
|
|
3. Finance Secretary for Telangana and Andhra Pradesh States Tribal Development Association
, TDA - Hyderabad, 2015 - Present
|
|
4. Officer-in-Charge (Examination branch)
, JNTUCEH, 2007 - 2009
|
|
5. Additional Controller of Examinations
, JNTUH, 2010 - 2013
|
|
6. Deputy Warden for Ladies Hostel
, JNTUCEH, 2003 - 2007
|
|
|
Project/Research Guidance
| G SURYANARAYANA |
DIMENSION REDUCTION AND OUTLIER IDENTIFICATION IN CLUSTERING USING EVOLUTIONARY OPTIMIZATION TECHNIQUES |
2019 |
|
| D Veeraiah |
IMPLEMENT LIAISON ANALYSIS FOR MINING CLUSTERED DATABASES USING MAPPING CARDINALITIES |
2017 |
|
| P Rajeshwari |
DESIGN ALTERNATIVE MECHANISM FOR ARCHITECTURE DESIGN PROCESS OF SOFTWARE SYSTEM |
2017 |
|
| M Sreevani |
TOUCH SPAM DETECTION IN MOBILE ADVERTISING USING DATA MINING CLASSIFICATION TECHNIQUES |
2016 |
Download |
| B V Ram Naresh Yadav |
DESIGN OF A CLASSIFIER USING FCDM AND VSMA TECHNIQUES FOR NETWORK BASED INTRUSION DETECTION |
2016 |
|
|
|
Countries/Foreign Universities Visited
| 1.
|
Nanyang Technological University,
SINGAPORE
, 26-11-2016 to 29-11-2016 International Conference (ICCIP 2016) |
| 2.
|
ICSCT,
Dubai
, 17-10-2015 to 18-10-2015 International Conference |
| 3.
|
ICCDMME,
Bangkok
, 20-04-2015 to 21-04-2015 International Conference |
|
|
|
