publications

2023

1. HINDAWI

   Impact of Tree Cover Loss on Carbon Emission: A Learning-Based Analysis

   Abdul Haleem Butt, Muhammad Ali Jamshed, Ata Ur Rahman, and 4 more authors

   Computational Intelligence and Neuroscience, Mar 2023

   Bib HTML

   @article{butt2023impact,
     title = {Impact of Tree Cover Loss on Carbon Emission: A Learning-Based Analysis},
     author = {Butt, Abdul Haleem and Jamshed, Muhammad Ali and Rahman, Ata Ur and Alam, Faiz and Shakya, Manoj and Almadhor, Ahmad S. and Ur-Rehman, Masoor},
     journal = {Computational Intelligence and Neuroscience},
     year = {2023},
     month = mar,
     url = {https://doi.org/10.1155/2023/8585839},
     publisher = {HINDAWI}
   }

2022

1. HINDAWI

   An optimized feature selection method using ensemble classifiers in software defect prediction for healthcare systems

   Uzma Mohammad Ghulam, Salma Imiaz, Manoj Shakya, and 2 more authors

   Wireless Communications and Mobile Computing, Jun 2022

   Bib HTML

   @article{uzma2022feature,
     title = {An optimized feature selection method using ensemble classifiers in software defect prediction for healthcare systems},
     author = {Mohammad Ghulam, Uzma and Imiaz, Salma and Shakya, Manoj and Almadhor, Ahmad and Anwar, Fareeha},
     journal = {Wireless Communications and Mobile Computing},
     year = {2022},
     month = jun,
     url = {https://doi.org/10.1155/2022/1028175},
     publisher = {HINDAWI}
   }

2. IFIP

   Reinforcement learning approach for multi-period inventory with stochastic demand

   Manoj Shakya, Huey Yuen Ng, Darrell Joshua Ong, and 1 more author

   IFIP International Conference on Artificial Intelligence Applications and Innovations, Jun 2022

   Bib HTML

   @article{manoj2022rl,
     title = {Reinforcement learning approach for multi-period inventory with stochastic demand},
     author = {Shakya, Manoj and Ng, Huey Yuen and Ong, Darrell Joshua and Lee, Bu-Sung},
     journal = {IFIP International Conference on Artificial Intelligence Applications and Innovations},
     year = {2022},
     month = jun,
     url = {https://doi.org/10.1007/978-3-031-08333-4_23},
     publisher = {Springer International Publishing}
   }

3. SSCI

   A Deep Reinforcement Learning Approach for Inventory Control under Stochastic Lead Time and Demand

   Manoj Shakya, Bu-Sung Lee, and Huey Yuen Ng

   IEEE Symposium Series on Computational Intelligence, Dec 2022

   Bib HTML

   @article{manoj2022drl,
     title = {A Deep Reinforcement Learning Approach for Inventory Control under Stochastic Lead Time and Demand},
     author = {Shakya, Manoj and Lee, Bu-Sung and Ng, Huey Yuen},
     journal = {IEEE Symposium Series on Computational Intelligence},
     year = {2022},
     month = dec,
     url = {https://doi.org/10.1109/SSCI51031.2022.10022256},
     publisher = {IEEE}
   }

2020

1. SAS

   Euclidean distance based loss function for eye-gaze estimation

   Bu Sung Lee, Romphet Phattharaphon, Seanglidet Yean, and 2 more authors

   IEEE Sensors Applications Symposium, Kuala Lumpur, Malaysia, Dec 2020

   Bib HTML

   @article{lee2020eyegaze,
     title = {Euclidean distance based loss function for eye-gaze estimation},
     author = {Lee, Bu Sung and Phattharaphon, Romphet and Yean, Seanglidet and Liu, Jigang and Shakya, Manoj},
     journal = {IEEE Sensors Applications Symposium},
     location = {Kuala Lumpur, Malaysia},
     year = {2020},
     url = {https://ieeexplore.ieee.org/document/9220051},
     publisher = {IEEE}
   }

2019

1. eLFAsia

   Learning Computer Programming through Nepal’s First MOOC: Learners’ Experiences

   Manoj Shakya, and Sushil Shrestha

   eLearning Forum Asia, Bangkok, Thailand, Dec 2019

   Bib

   @article{manoj2019programming,
     title = {Learning Computer Programming through Nepal's First MOOC: Learners' Experiences},
     journal = {eLearning Forum Asia},
     location = {Bangkok, Thailand},
     author = {Shakya, Manoj and Shrestha, Sushil},
     year = {2019}
   }

2018

1. FIT-ED

   MOOCs for Higher Education in Nepal

   Manoj Shakya, Sushil Shrestha, and Rajesh Manandhar

   Foundation for Information Technology Education and Development, The Phillipines, Dec 2018

   Bib PDF

   @article{manoj2018mooc,
     title = {MOOCs for Higher Education in Nepal},
     journal = {Foundation for Information Technology Education and Development},
     location = {The Phillipines},
     author = {Shakya, Manoj and Shrestha, Sushil and Manandhar, Rajesh},
     year = {2018},
   }

2. HUSOC

   Teacher Perceptions of E-learning for Teaching in Science and Engineering

   Manoj Shakya, Rajesh Manandhar, Sushil Shrestha, and 1 more author

   International Conference on Humanities and Social Sciences, Buriram, Thailand, Dec 2018

   Bib PDF

   @article{manoj2018teachers,
     title = {Teacher Perceptions of E-learning for Teaching in Science and Engineering},
     journal = {International Conference on Humanities and Social Sciences},
     location = {Buriram, Thailand},
     author = {Shakya, Manoj and Manandhar, Rajesh and Shrestha, Sushil and Pokharel, Manish},
     year = {2018},
   }

3. HUSOC

   Learning Styles in Educational Technology

   Sushil Shrestha, Rabin Shrestha, Manish Chaulagain, and 2 more authors

   International Conference on Humanities and Social Sciences, Buriram, Thailand, Dec 2018

   Bib

   @article{manoj2018programming,
     title = {Learning Styles in Educational Technology},
     journal = {International Conference on Humanities and Social Sciences},
     location = {Buriram, Thailand},
     author = {Shrestha, Sushil and Shrestha, Rabin and Chaulagain, Manish and Shakya, Manoj and Pokharel, Manish},
     year = {2018}
   }

2017

1. CCCC

   Challenges and Opportunities of Cloud Computing in Nepal

   Manoj Shakya

   9th China Cloud Computing Conference, Beijing, China, Dec 2017

   Bib

   @article{manoj2017cloud,
     title = {Challenges and Opportunities of Cloud Computing in Nepal},
     author = {Shakya, Manoj},
     journal = {9th China Cloud Computing Conference},
     location = {Beijing, China},
     year = {2017}
   }

2. NCICT

   Initiation of MOOC in Nepal by Kathmandu University

   Manoj Shakya, Sushil Shrestha, and Rajesh Manandhar

   National Conference on ICT-Integrated Pedagogy for Effective and Meaningful Learning, Dec 2017

   Bib

   @article{manoj2017mooc,
     title = {Initiation of MOOC in Nepal by Kathmandu University},
     journal = {National Conference on ICT-Integrated Pedagogy for Effective and Meaningful Learning},
     author = {Shakya, Manoj and Shrestha, Sushil and Manandhar, Rajesh},
     year = {2017}
   }

3. ICOIE

   Reflections on First MOOC of Nepal: From Learners Perspective

   Manoj Shakya, Sushil Shrestha, Rajesh Manandhar, and 2 more authors

   International Conference on Open and Innovative Education, Hong Kong, China, Dec 2017

   Bib

   @article{manoj2017mooc2,
     title = {Reflections on First MOOC of Nepal: From Learners Perspective},
     journal = {International Conference on Open and Innovative Education},
     author = {Shakya, Manoj and Shrestha, Sushil and Manandhar, Rajesh and Joshi, Manish and Khanal, Prasamsa},
     location = {Hong Kong, China},
     year = {2017}
   }

4. IT4D

   Blended Learning in DWIT College: From Learners Perspective

   Bijaya Shrestha, Ruby Shestha, and Manoj Shakya

   International Conference on Information Technology for Development, Dec 2017

   Bib

   @article{bijaya2017blended,
     title = {Blended Learning in DWIT College: From Learners Perspective},
     journal = {International Conference on Information Technology for Development},
     author = {Shrestha, Bijaya and Shestha, Ruby and Shakya, Manoj},
     year = {2017}
   }

5. JUGC

   Role of Context Clue Sentences as Dictionary Examples

   Sangam Uprety, and Manoj Shakya

   Journal of University Grants Commission, Bhaktapur, Nepal, Dec 2017

   Bib

   @article{uprety2017dict,
     title = {Role of Context Clue Sentences as Dictionary Examples},
     journal = {Journal of University Grants Commission},
     location = {Bhaktapur, Nepal},
     author = {Uprety, Sangam and Shakya, Manoj},
     year = {2017}
   }

2016

1. IT4D

   Load Capacity Testing of Moodle Server: Experimenting Quiz Application

   Bijaya Shrestha, Manoj Shakya, and Sameer Koirla

   International Conference on Information Technology for Development, Dec 2016

   Bib

   @article{bijaya2016moodle,
     title = {Load Capacity Testing of Moodle Server: Experimenting Quiz Application},
     author = {Shrestha, Bijaya and Shakya, Manoj and Koirla, Sameer},
     journal = {International Conference on Information Technology for Development},
     year = {2016}
   }

2. IT4D

   Flipped Clas: New eLearning Object in Nepal and Perspective of Teachers

   Bijaya Shrestha, Nikita Gautam, and Manoj Shakya

   International Conference on Information Technology for Development, Dec 2016

   Bib

   @article{bijaya2016mobile,
     title = {Flipped Clas: New eLearning Object in Nepal and Perspective of Teachers},
     author = {Shrestha, Bijaya and Gautam, Nikita and Shakya, Manoj},
     journal = {International Conference on Information Technology for Development},
     year = {2016}
   }

3. IT4D

   Awareness of MOOC Among College Students: A Study Of Far Western Region of Nepal

   Manoj Shakya, Sushil Shrestha, and Rajesh Manandhar

   International Conference on Information Technology for Development, Dec 2016

   Bib

   @article{manoj2016mooc,
     title = {Awareness of MOOC Among College Students: A Study Of Far Western Region of Nepal},
     author = {Shakya, Manoj and Shrestha, Sushil and Manandhar, Rajesh},
     journal = {International Conference on Information Technology for Development},
     year = {2016}
   }

2015

1. SKIMA

   Load Balancing for High Traffic Web Server in Cloud

   Sameer Tamrakar, Manoj Shakya, and Anand Singh

   9th International Conference on Software, Knowledge, Information Management and Applications, Dec 2015

   Bib

   @article{sameer2015cloud,
     title = {Load Balancing for High Traffic Web Server in Cloud},
     author = {Tamrakar, Sameer and and Shakya, Manoj and Singh, Anand},
     journal = {9th International Conference on Software, Knowledge, Information Management and Applications},
     year = {2015}
   }

2. SKIMA

   Cloud Technology for Higher Education

   Amrita Rai, and Manoj Shakya

   9th International Conference on Software, Knowledge, Information Management and Applications, Dec 2015

   Bib

   @article{amrita2015education,
     title = {Cloud Technology for Higher Education},
     author = {Rai, Amrita and Shakya, Manoj},
     journal = {9th International Conference on Software, Knowledge, Information Management and Applications},
     year = {2015}
   }