MITS has secured NIRF India Ranking 2024 in the band 201 to 300.
Dr. K. Hemalatha

Qualification : Ph.D. (SPMVV, Tirupathi)

Designation : Asst. Professor

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 Texture Features Based Hybrid Multi Support Vector Machine Model for the diagnosis of Alzheimer's disease through Brain MRI Images IEEE Xplorer, 2023 International Conference on Computational Intelligence, Networks and Security (ICCINS), Mylavaram, India, 2023, pp. 1-6, doi: 10.1109/ICCINS58907.2023.10450096
2 IoT-driven automatic vehicle accident rescue system implemented with Proteus IEEE Xplorer, 2023 1st International Conference on Optimization Techniques for Learning (ICOTL), Bengaluru, India, 2023, pp. 1-6, doi: 10.1109/ICOTL59758.2023.10435294.
3 An Enhanced Analysis of Blood Cancer Prediction Using ANN Sensor-Based Model Eng. Proc. 2023, 59, 65. https://doi.org/10.3390/ engproc2023059065
4 An IoT Based Interface for the Smart Watering of Plants using Soil Moisture Sensor IRO Journal on Sustainable Wireless Systems, 5(2), 175-182. doi:10.36548/jsws.2023.2.008
5 Startup assistant android application International Journal of Engineering Development and Research (IJEDR), ISSN:2321-9939, Vol.10, Issue 5, pp.e532-e535, May 2022
6 GA based Feature Selection Model using MSVM for the Diagnosis of Alzheimer’s Disease Design Engineering, 10752-10761. Retrieved from http://thedesignengineering.com/index.php/DE/article/view/8195,Vol.2021,Issue 09,2021.
7 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.
8 Optimal Blockchain Consensus Algorithms for Crypto Currencies Aegaeum Journal, Vol 9, Issue 9, PP NO: 1-7, ISSN No: 0776-3808, Sep 2021.
9 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.
10 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.
11 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).
12 Feature Based Analysis of MSVM on Brain MRI Images Test Engineering and Management, Vol.83, PP No: 5748-5752, May-June 2020.
13 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.
14 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.
15 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
16 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.
17 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
18 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
19 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
20 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
21 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

 

International Conferences

  • International Conference On Computational Intelligence, Networks And Security (Iccins-2023)" Held On 22nd & 23rd December 2023, Organized By The Departments Of CSE, It And Ai & Ds, Lakireddy Bali Reddy College Of Engineering (Autonomous), Mylavaram, Andhra Pradesh, India.
  • IEEE International Conference on "Optimization Techniques for Learning" (ICOTL 2023) organized by School of Computers, MITS,Madanapalle during 7-8 December 2023.
  • International Conference on "Computing, Communications and Data engineering" (CCODE-2023) organized by Department of Computer Science, Sri Padmavati Mahila Visvavidyalayam, Tirupati 17-18 March 2023.
  • International Conference on " AI&ML in Applied Biotechnology" (AIMLBIO22) organized by Department of Biotechnology, RV COLLEGE OF ENGINEERING, R.V. Vidyaniketan Post, 8th Mile, Mysuru Road, Bengaluru - 560059, 8-10th December 2022.
  • International Conference on "Advanced Materials and Processes for Engineering Applications" (ICAMP-2022) organized by Department of Mechanical Engineering of ST.Martin's Engineering college, Dhulapally, Secundrabad, Telangana, India on 8th & 9th July 2022.
  • 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. Siddarth Institute of Engineering & Technology (Autonomous), Puttur, Chittoor District.
  • 2ND International conference on Computational and Bio Engineering (CBE'20), Sri Padmavati Mahila Visvavidyalayam, Tirupati, 4-5, Dec 2020.
  • International Conference on Computational and Bio Engineering (CBE'19), Sri Padmavati Mahila Visvavidyalayam, Tirupati, 27-28, Dec 2019.
  • 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.
  • International Conference on Innovative Applications in Engineering and Information Technology (IAEIT-17), Organized by Dept.of Computer Science, SPMVV, 01-02 February 2017.
  • 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.
  • 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.
  • International Conference on Computational, Mathematical and Biological Modeling ( ICCMBM2016), Organized by Dept. of Computer science, SPMVV, Tirupati, from March 25-26, 2016.

 

National Conferences

  • National Conference on 'Education for a Holistic Future: A NAAC Perspective', held on 1st & 2nd Feburary 2024 at women's Christian college,Chennai.
  • National Conference on Recent Advancements in Computing, Communication & Societal Applications (NASA'23) organized by the department of Computer Science and Engineering on 19-20 April, 2023.
  • "A review on detection of COVID-19 using Lung Ultrasound Images", National Conference on Recent Trends in Information Communication and Computing Technology (NCRICTT'22) held on 28th may 2022 organized by Department of Computer Science & Engineering in Association with CSI, Kuppam Engineering College, Kuppam, A.P
  • "Performance Evaluation of SVM Kernel functions for the diagnosis of Alzheimer's disease in the First National Conference on Emerging Vistas of Computer Science & IT in 21st Century on December 18, 2021 Organized by the Faculty of IT and Computer Science, Parul University, Vadodara, Gujarat.
  • Online National Conference on "Innovations and Challenges in Geotechnical Engineering, Computer Science and VLSI (NCGCE-20), Thrissur, Kerala. 01-08-2020.
  • Virtual Conference on " Artificial Intelligence Current Trends and Applications (AICTA2020)" , 27-28 March 2020, SPMVV, Tirupati.
  • "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
  • "Optimal Back Propagation Learning algorithm for the classification of Cervical Cancer Data", AP Science Congress, November 9-11, 2018, Yogi Vemana University, Kadapa
  • "Digital Transformation of Media: The Impact of Information and Communication Technology", Dr.K.Usha Rani, K.Hemalatha, 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.
  • "A Novel Fuzzy Logic based Image Segmentation of Cervical Pap smear Images", Dr.K.Usha Rani, K.Hemalatha, 104th Indian Science Congress Science & Technology for National Development, Jan 3 - 7, 2017. Sri Venkateswara University, Tirupati
  • "A Review on Hybrid Soft Computing Techniques for Efficient Diagnosis of Cervical Cancer", K.Hemalatha, Dr. K.Usha Rani, First Andhra Pradesh National Science Congress National Conference, January 27-29, 2016.
  • "Retrieval of Information Methods and Approaches in Digital Library - Online and Offline", K.Hemalatha, Dr.K.Usha Rani, K. Vijaya Sri, 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.

 

Book Chapters

  • Holistic Pedagogy approaches, EMERALD publishers, ISBN: 9788195800285, Feb 2024.
  • RM Mallika, Dr K Usha Rani, Dr K Hemalatha, "Optimal Kernel function of Multi Support Vector Machine for the diagnosis of Alzheimer's disease", NCEVT -Dec 18,  2021- ISBN - 978-93-93627-02-5
  • 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.

 

Workshops Organized:

  • One day Workshop on “ Machine Learning for Web Developers” as a part of India Edu Program, Google on 11-08-2023.
  • One day Workshop on “Artificial Intelligence Techniques and Applications using MATLAB”, 29-08-2019, Sri Venkateswara College of Engineering, Tirupati.

 

Reviewer:

  • PLANT LEAVE DISEASE DETECTION METHODS USING CNN, Biomedical Signal Processing and Control, March ,2024.
  • PD-SIM: A Simple Framework for Contrastive Learning Patch-based Data Augmentation in Alzheimer's Disease Diagnosis, Biomedical Signal Processing and Control, Jan,2024.
  • Improved Anterior Cruciate Ligament Tear Diagnosis using Gated Recurrent Unit Networks and Hybrid Tasmanian Devil Optimization, Biomedical Signal Processing and Control, December ,2023.
  • CNN-SVM Ensemble: Leveraging the Strengths of Deep Learning and Classical Machine Learning for Basil Leaf Disease Detection. International Conference on Optimization Techniques for Learning to be conducted 7-8 December 2023, Organized by School of Computers, MITs on September 2023.
  • Revolutionizing Retail: Empowering Personalized Shopping with Advanced Algorithms, International Conference on Optimization Techniques for Learning to be conducted 7-8 December 2023, Organized by School of Computers, MITs on September 2023.
  • A New Approach Towards Deployment and Management of Machine Learning Models Using K-serve Platform for Building Robust Machine Learning Systems, International Conference on Optimization Techniques for Learning to be conducted 7-8 December 2023, Organized by School of Computers, MITs on August 2023.
  • Advanced ABS Disease Recognition in Lemon A Multi-Level Approach using CNN and Random Forest Ensemble, International Conference on Optimization Techniques for Learning to be conducted 7-8 December 2023, Organized by School of Computers, MITs on August 2023.
  • CNN-SVM Ensemble: Leveraging the Strengths of Deep Learning and Classical Machine Learning for Basil Leaf Disease Detection, International Conference on Optimization Techniques for Learning to be conducted 7-8 December 2023, Organized by School of Computers, MITs on August 2023
  • ECG and PCG signals for Heart Rate Detection using Convolution Neural Network, 5th International Conference on Machine Learning and Intelligent Systems (MLIS 2023) to be held in Online Conference during 14-17 August 2023.
  • Sentence Similarity Using Modified Latent Semantic Analysis and Semantic Relations, 5th International Conference on Machine Learning and Intelligent Systems (MLIS 2023) to be held in Online Conference during 14-17 August 2023.
  • Osteosarcoma Detection in Histopathology Images using Ensemble Machine Learning Techniques, Imaging Science Journal, Taylor & Francis Group,April,2023.
  • “3D ANAGLYPH IMAGE CONTENT PROTECTION AND INTEGRITY BASED ON BLOCKCHAIN & DIGITAL WATERMARKING”, Imaging Science Journal, Taylor & Francis Group, January2023.
  • Improvement Method for Cervical Cancer Detection: A Meta-Analysis”, Imaging Science Journal , Taylor & Francis Group, 2022.
  • “An Education Tool that Supports Junior Learners in Studying Machine Learning”, The 4th International Conference on Machine Learning and Intelligent Systems (MLIS 2022) to be held in Seoul, Republic of Korea during 8-11 November 2022.
  • “Corn Disease Detection Based on an Improved YOLOX-Tiny Network Model”, The 4th International Conference on Machine Learning and Intelligent Systems (MLIS 2022) to be held in Seoul, Republic of Korea during 8-11 November 2022.