Publications

  1. Laxmi Tiwari, Manoj Shakya (2025). Look-Ahead Reinforcement Learning: Integrating Time-Series Forecasting. AI and Data Science for Digital Finance - Held in conjunction with the 6th ACM International Conference on AI in Finance (ACM ICAIF 2025)
  2. Biplab Poudyal, Manoj Shakya (2025). Enhancing Earthquake Preparedness in Nepal through Machine Learning-Based Damage Prediction Models. Journal of Future Artificial Intelligence and Technologies
  3. Abdul Haleem Butt, Muhammad Ali Jamshed, Ata Ur Rahman, and Faiz Alam, Manoj Shakya, Ahmad S. Almadhor, Masoor Ur-Rehman (2023). Impact of Tree Cover Loss on Carbon Emission: A Learning-Based Analysis. Computational Intelligence and Neuroscience
  4. Manoj Shakya, Bu-Sung Lee, and Huey Yuen Ng (2022). A Deep Reinforcement Learning Approach for Inventory Control under Stochastic Lead Time and Demand. IEEE Symposium Series on Computational Intelligence, Singapore
  5. Manoj Shakya, Huey Yuen Ng, Darrell Joshua Ong, and Bu-Sung Lee (2022). Reinforcement learning approach for multi-period inventory with stochastic demand. IFIP International Conference on Artificial Intelligence Applications and Innovations, Crete, Greece
  6. Uzma Mohammad Ghulam, Salma Imiaz, Manoj Shakya, and Ahmad Almadhor, Fareeha Anwar (2022). An optimized feature selection method using ensemble classifiers in software defect prediction for healthcare systems. Wireless Communications and Mobile Computing
  7. Bu Sung Lee, Romphet Phattharaphon, Seanglidet Yean, and Jigang Liu, Manoj Shakya (2020). Euclidean distance based loss function for eye-gaze estimation. IEEE Sensors Applications Symposium, Kuala Lumpur, Malaysia
  8. Manoj Shakya, and Sushil Shrestha (2019). Learning Computer Programming through Nepal’s First MOOC: Learners’ Experiences. eLearning Forum Asia, Bangkok, Thailand,
  9. Sushil Shrestha, Rabin Shrestha, Manish Chaulagain, and Manoj Shakya, Manish Pokharel (2018). Learning Styles in Educational Technology. International Conference on Humanities and Social Sciences, Buriram, Thailand
  10. Manoj Shakya, Sushil Shrestha, and Rajesh Manandhar (2018). MOOCs for Higher Education in Nepal. oundation for Information Technology Education and Development, The Phillipines
  11. Manoj Shakya, Rajesh Manandhar, Sushil Shrestha, and Manish Pokharel (2018). Teacher Perceptions of E-learning for Teaching in Science and Engineering. nternational Conference on Humanities and Social Sciences, Buriram, Thailand
  12. Manoj Shakya, Sushil Shrestha, and Rajesh Manandhar (2017). Initiation of MOOC in Nepal by Kathmandu University. National Conference on ICT-Integrated Pedagogy for Effective and Meaningful Learning, Kathmandu, Nepal
  13. Bijaya Shrestha, Ruby Shestha, and Manoj Shakya (2017). Blended Learning in DWIT College: From Learners Perspective. International Conference on Information Technology for Development, Kathmandu, Nepal
  14. Sangam Uprety, and Manoj Shakya (2017). Role of Context Clue Sentences as Dictionary Examples. Journal of University Grants Commission, Bhaktapur, Nepal
  15. Manoj Shakya, Sushil Shrestha, Rajesh Manandhar, and Manish Joshi, Prasamsa Khanal (2017). Reflections on First MOOC of Nepal: From Learners Perspective. International Conference on Open and Innovative Education, Hong Kong, China,
  16. Manoj Shakya (2017). Challenges and Opportunities of Cloud Computing in Nepal. 9th China Cloud Computing Conference, Beijing, China
  17. Bijaya Shrestha, Manoj Shakya, and Sameer Koirla (2016). Load Capacity Testing of Moodle Server: Experimenting Quiz Application. International Conference on Information Technology for Development, Kathmandu, Nepal
  18. Manoj Shakya, Sushil Shrestha, and Rajesh Manandhar (2016). Awareness of MOOC Among College Students: A Study Of Far Western Region of Nepal. International Conference on Information Technology for Development, Kathmandu, Nepal
  19. Bijaya Shrestha, Nikita Gautam, and Manoj Shakya (2016). Flipped Clas: New eLearning Object in Nepal and Perspective of Teachers. International Conference on Information Technology for Development, Kathmandu, Nepal
  20. Sameer Tamrakar, Manoj Shakya, and Anand Singh (2015). Load Balancing for High Traffic Web Server in Cloud. 9th International Conference on Software, Knowledge, Information Management and Applications, Kathmandu, Nepal
  21. Amrita Rai, and Manoj Shakya (2015). SKIMA Cloud Technology for Higher Education. 9th International Conference on Software, Knowledge, Information Management and Applications, Kathmandu, Nepal