Dr. K. Hemalatha
Qualification : Ph.D. (SPMVV, Tirupathi)
Details of Educational Qualification:
| Course | Specialization | Group | College Name/University | Year of Passing |
|---|---|---|---|---|
| Ph.D. | Computer Science | Computer Science | Sri Padmavati Mahila Visvavidyalayam (SPMVV), Tirupati | 2018 |
| M.C.A. | Computer Applications | Computer Applications | Sri kalahasteeswara Institute of Information and Management Sciences | 2013 |
| B.Sc. | Computers | B.Sc. | Govt. Degree College for Womens, Srikalahasti | 2006 |
My Publications
| S.No | Title of the Paper | Full Details of Journal Name / Conference Name, Volume number, page number, Date |
|---|---|---|
| 1 | “Predictive Analysis of Damage Occurred Due to Natural Disasters Using Whale-Optimization Algorithm-Based Hybrid Computation” | Lecture Notes in Networks and Systems, vol 215. Springer, Singapore. https://doi.org/10.1007/978-981-16-1941-0_7. |
| 2 | “Optimal Blockchain Consensus Algorithms for Crypto Currencies” | Aegaeum Journal, Vol 9, Issue 9, PP NO: 1-7, ISSN No: 0776-3808, Sep 2021. |
| 3 | Data Analysis on Biopsies of Breast Cancer Tumors Data Using Data Science. | Advances in Computational and Bio-Engineering. CBE 2019. Learning and Analytics in Intelligent Systems, vol 15. Springer, Cham (20 July 2020), Online ISBN 978-3-030-46939-9, Pages: 461-468. |
| 4 | A Comparison of Multi Support Vector Machine Performance with Popular Decomposition Strategies on Alzheimer’s Data. | Advances in Computational and Bio-Engineering. CBE 2019. Learning and Analytics in Intelligent Systems, vol 15. Springer, Cham.Online ISBN978-3-030-46939-9, Pages: 469-479. |
| 5 | “Python based Expert System for Mango crop Disease Detection using Random Forest” | Test Engineering and Management, Vol.83, PP No: 5428-5432, May-June 2020, ISSN: 0193-4120 (Scopus). |
| 6 | “Feature Basad Analysis of MSVM on Brain MRI Images” | Test Engineering and Management, Vol.83, PP No: 5748-5752, May-June 2020. |
| 7 | Utilization of Blockchain Technology to Overthrow the Challenges in Healthcare Industry. | (eds) Emerging Research in Data Engineering Systems and Computer Communications. Advances in Intelligent Systems and Computing, vol 1054. ISBN 978-981-15-0135-7 Feb 2020, Springer, Singapore PP: 199-208. |
| 8 | Enhanced MLP classifier performance using variant of Back Propagation on Modified Cervical Pap smear Data | International Journal of Computer Science Engineering (IJCSE), Vol. 8, Issue No.06, PP: 255-260, ISSN: 2319-7323, Dec 2019. |
| 9 | A Fuzzy-Based Expert System to Diagnose Alzheimer’s Disease, Internet of Things and Personalized Healthcare Systems | Springer Briefs in Forensic and Medical Bioinformatics, ISBN 978-981-13-0866-6, November, 2018 pp 65-74 |
| 10 | “An Efficient Fuzzy Hybrid Method for Image Segmentation and Feature Extraction of Cervical Pap smear Images” | International Journal of Imaging Science and Engineering (IJISE) ISSN: 1934 – 9955, Volume-10, Issue-1, January, 2018. |
| 11 | Feature Extraction of Cervical Pap Smear Images Using Fuzzy Edge Detection Method. | Data Engineering and Intelligent Computing. Advances in Intelligent Systems and Computing, vol 542 PP.83-90. Springer, Singapore ISBN: 978-981-10-3222-6 |
| 12 | "An Optimal Neural Network Classifier for Cervical Pap Smear Data," | 2017 IEEE 7th International Advance Computing Conference (IACC), Hyderabad, India, 2017, pp. 110-114.doi: 10.1109/IACC.2017.0036,ISSN: 2473-3571 |
| 13 | “Advancements in Multi-Layer Perceptron Training to Improve Classification Accuracy” | June 17 Volume 5 Issue 6, International Journal on Recent and Innovation Trends in Computing and Communication (IJRITCC), ISSN: 2321-8169, PP: 353 – 357 |
| 14 | “Improvement of Multi Layer Perceptron Classification on Cervical Pap smear data with Feature Extraction” | International Journal of Innovative Research in Science Engineering and Technology (IJIRSET), Vol. 5, Issue 12, PP 20419-20424, December-2016, ISSN(Online) : 2319-8753, ISSN (Print) : 2347-6710 |
| 15 | “Performance Comparison of Hierarchical Multi-Layered Perceptron Network with different Back Propagation Algorithms on Cervical Cancer data” | International Journal of Computational Science, Mathematics and Engineering (IJCSME), Volume-3,Issue-1,PP 217-221,January-2016, E-ISSN-2349-8439 |
| 16 | “Innovations and Challenges in Geotechnical Engineering | Computer Science and VLSI (NCGCE-20), Thrissur, Kerala. 01-08-2020. |
| 17 | “ Artificial Intelligence Current Trends and Applications (AICTA2020)” | 27-28 March 2020, SPMVV, Tirupati. |
| 18 | “Promising Services and Use cases in Internet of Medical Things” | National Conference on Sensors Networks, Internet of Things and Internet of Every Thing, October 17-19, 2019, Chadalavada Ramanamma Engineering College, Tirupati |
| 19 | “Optimal Back Propagation Learning algorithm for the classification of Cervical Cancer Data” | AP Science Congress, November 9-11, 2018, Yogi Vemana University, Kadapa |
| 20 | “Digital Transformation of Media: The Impact of Information and Communication Technology” | National Conference on Changing role of media in India perspectives and challenges, organized by the Dept.of Commnication and Journalism, SPMVV, 13-14 December 2017. |
| 21 | “A Novel Fuzzy Logic based Image Segmentation of Cervical Pap smear Images” | 104th Indian Science Congress Science & Technology for National Development, Jan 3 - 7, 2017. Sri Venkateswara University, Tirupati |
| 22 | “A Review on Hybrid Soft Computing Techniques for Efficient Diagnosis of Cervical Cancer” | First Andhra Pradesh National Science Congress National Conference, January 27-29, 2016. |
| 23 | “Retrieval of Information Methods and Approaches in Digital Library – Online and Offline”, | ICSSR & UGC Sponsored National Seminar on Contemporary Trends in Librarianship (CTL – 2015), Organized on 28th – 29th December, 2015 by the Department of Library and Information Science, S.K. University, Ananthapuram. |
| 24 | “Optimal Blockchain Consensus Algorithms For Crypto Currencies“ | In The Virtual International Conference On Research Trends In Deep Learning, Big Data & Iot During 26th & 27th February 2021 Organized By The Department Of Computer Science And Engineering. |
| 25 | “Predictive Analysis of damage occurred due to Natural Disasters using Whale-Optimization algorithm based Hybrid Computation” | 2ND International conference on Computational and Bio Engineering (CBE’20), Sri Padmavati Mahila Visvavidyalayam, Tirupati, 4-5, Dec 2020. |
| 26 | “Data analysis on Biopsies of Breast Cancer tumors data using Data Science “ | International Conference on Computational and Bio Engineering (CBE’19), Sri Padmavati Mahila Visvavidyalayam, Tirupati, 27-28, Dec 2019. |
| 27 | “Hybrid Approaches to Improve MLP Performance By Using Meta-Heuristic Algorithms” | 2017 IEEE International Conference on Computational Intelligence and Computing Research(ICCIC), Tamilnadu College of Engineering, Coimbatore - 641659, Tamil Nadu, India 14 to 16 Dec 2017. |
| 28 | “Classification of Cervical Cancer Data Using Artificial Neural Network” | International Conference on Innovative Applications in Engineering and Information Technology (IAEIT-17), Organized by Dept.of Computer Science, SPMVV, 01-02 February 2017. |
| 29 | “An Optimal Neural Network Classifier for Cervical Pap Smear Data” | 7th IEEE International Advance Computing Conference (IACC-2017) Organized by IEEE Computer Society Chapter of India Council & VNR Vignana Jyothi Institute of Engineering and Technology, Hyderabad, India, 5- 7 January 2017. |
| 30 | “Feature Extraction of Cervical Pap smear Images using Fuzzy Edge Detection Method” | 3rd International Conference on Computer & Communication Technologies (IC3T,Springer), Organized by Dept.of Computer Science and Engineering, DVR & Dr. Hima Sekhar MIC College of Technology, Vijayawada, 5-6 November, 2016. |
| 31 | “Classification Performance of Hierarchical Multi-Layered Perceptron Network on Cervical Precancerous data” | International Conference on Computational, Mathematical and Biological Modeling ( ICCMBM2016), Organized by Dept. of Computer science, SPMVV, Tirupati, from March 25-26 , 2016. |
Book Chapters
- Dr. K. Usha Rani, Dr. K. Hemalatha, “Women Empowerment”, Empyreal Publishing house, ISBN : 978-81-936264-1-2, February 2020.
- Dr. K.Hemalatha, Dr. K. Usha Rani, “Hybrid Soft Computing algorithms for the diagnosis of Cervical Cancer”, Scholar Press, Mauritius, ISBN: 978-613-8-83751-0, June 2019.
- Dr. K.Hemalatha, Dr. K. Usha Rani,“Hybrid Approaches to Improve MLP Performance By Using Meta-Heuristic Algorithms”, IEEE Podhigai , ISBN: 978-1-5090-6619-3,2017.
- Dr. K.Usha Rani, K.Hemalatha, Information and Communication Technology to Support Women Telecommuters, Technological Initiatives for Women Empowerment, Agrobios (India), ISBN : 9788193753729, October, 2018.
- “Strategies for Women Empowerment Using ICT”, K. Usha Rani, K.Hemalatha, Vijaya Sri. K, 91-98, Sonali Publications, New Delhi, ISBN 978-81-8411-568-0, 2016.
- “Retrieval of Information Methods and Approaches in Digital Library – Online and Offline”, K.Hemalatha, Dr.K.Usha Rani, K. Vijaya Sri, 577-581, SBW Publishers, New Delhi, ISBN 978-81-85708-64-3, 2015.