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Academic Experts
Academic Experts
Dr. Dhanalekshmi G
ASSISTANT PROFESSOR (SENIOR GRADE)
dhanalekshmi.g@jiit.ac.in
Biography

Dr. Dhanalekshmi is an Assistant Professor at Jaypee Institute of Information Technology (JIIT),Noida, with over 20 years of experience in computer science and engineering. She earned her Ph.D. in Computer Science from JIIT in 2019 on Efficient Labeling and Indexing for Dynamic Update and Query Processing of XML Documents. Worked as Scientist – B in ER&DC dept of CDAC Trivandrum (for 1 year). She also holds M.Tech. in Computer Science & Engineering and B.Tech in Computer Science and Engineering from National Institute of Technology, Calicut, Kerala. She also written a book on Theory of computation according to Anna University Syllabus in 2003. She has taught many courses to computer science students which include Operating System, Compiler design, automata theory, Computer Organization, Unix Programming, Mathematical Foundations of intelligent systems, Fundamentals of Machine learning, Artificial intelligence, System software, Data structures, Analysis of Algorithms, Program Translation, Database management systems, Machine learning and data mining.

Research Highlights

Research area includes machine learning, artificial intelligence and Compiler design. Developed a tool for dataflow analysis for code optimization recommendation systems. Research also focusses on deep learning. Developed a tool Imprest account management system. Supevisor for one Phd Student and supervised many B.Tech and M.Tech Projects.

Areas Of Interest
  • Artificial Intelligence and Machine Learning
  • Theoretical Computer science and Automata Theory
  • Compiler Design
  • Database management Systems
Publications
  1. Krishnamurthi, Rajalakshmi, Adarsh Kumar, Dhanalekshmi Gopinathan, Anand Nayyar, and Basit Qureshi. 2020. “An Overview of IoT Sensor Data Processing, Fusion, and Analysis Techniques.” Sensors 20 (21): 6076. https://doi.org/10.3390/s20216076.
  2. Dhanalekshmi Gopinathan and Krishna Asawa. 2017. New Path Based Index Structure for Processing CAS Queries over XML Database. Journal of Computing and Information Technology 25, 3: 211–225.
  3. Ekam Singh Chahal, Aarya Patel, Ayush Gupta, Archana Purwar, and Dhanalekshmi G. 2021. Unet based Xception Model for Prostate Cancer Segmentation from MRI Images. Multimedia Tools and Applications 81, 26: 37333–37349.
  4. Rajalakshmi Krishnamurthi, Dhanalekshmi Gopinathan, and Adarsh Kumar. 2021. Wearable Devices and COVID-19: State of the Art, Framework, and Challenges. Studies in Systems, Decision and Control, 157–180. Retrieved from http://dx.doi.org/10.1007/978-3-030-60039-6_8.
  5. Dhanalekshmi, G., Asawa, K., 2017. Performance evaluation of various data structures in building efficient indexing schemes for XML documents. 2017 Tenth International Conference on Contemporary Computing (IC3). doi:10.1109/ic3.2017.8284351