Dr. Archana Praveen Kumar

Employment

• Manipal Institute of Technology Assistant- Professor- S. Scale
  2008 - Present
• Nitte Mahalinga Adyanthaya Memorial Institute of Technology Lecturer
  2007 - 2008
• Vidyaniketan College Lecturer
  2005 - 2007
• Infotech Services Programmer
  2004 - 2005
• Nucsoft Services Systems Engineer
  2003 - 2004
• Ajantha Pharma Programmer
  2002 - 2003

Education

• Manipal University M.Tech
  2008 - 2011
• Mumbai University B.Tech
  1998 - 2002
• M.V.L.U College High Secondary Certificate
  1996 - 1998
• Children's Academy Secondary School Certificate
  1989 - 1996

Projects & Funding

Projects & funding information is unavailable.

Publications (15)

• Diagnosis of Sarcoidosis Through Supervised Ensemble Method and GenAI-Based Data Augmentation: An Intelligent Diagnostic Tool
  Applied Sciences 2025 DOI: 10.3390/app152212213
  +Save
• Enhancing Potato Crop Health: A CNN-Based System for Early Detection of Early and Late Blight
  2025 DOI: 10.1007/978-3-031-93087-4_16
  +Save
• Enhancing Visual Question Answering for Multiple Choice Questions
  IEEE Access 2025 DOI: 10.1109/ACCESS.2025.3572529
  +Save
• A Novel Framework for the Generation of Multiple Choice Question Stems Using Semantic and Machine-Learning Techniques
  International Journal of Artificial Intelligence in Education 2024 DOI: 10.1007/s40593-023-00333-6
  +Save
• A novel approach to generate distractors for Multiple Choice Questions
  Expert Systems with Applications 2023 DOI: 10.1016/j.eswa.2023.120022
  +Save
• A Neural Attention Model for Automatic Question Generation Using Dual Encoders
  2022 DOI: 10.1007/978-981-16-3342-3_34
  +Save
• Pattern-Based Syntactic Simplification of Compound and Complex Sentences
  IEEE Access 2022 DOI: 10.1109/ACCESS.2022.3174846
  +Save
• Analysis and prediction of smart data using machine learning
  AIP Conference Proceedings 2020 DOI: 10.1063/5.0011064
  +Save
• A Statistical approach to evaluate the efficiency and effectiveness of the Machine Learning algorithms analyzing Sentiments
  2019 IEEE International Conference on Distributed Computing, VLSI, Electrical Circuits and Robotics, DISCOVER 2019 - Proceedings 2019 DOI: 10.1109/DISCOVER47552.2019.9008028
  +Save
• A bottom up procedure for text line segmentation of Latin script
  2017 International Conference on Advances in Computing, Communications and Informatics, ICACCI 2017 2017 DOI: 10.1109/ICACCI.2017.8126002
  +Save