publications

2023

1. HINDAWI’23

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

   Haleem Butt, A., Ali Jamshed, M., Ur Rahman, A., Alam, F.,  Shakya, M., S. Almadhor, A., and Ur-Rehman, M.

   In Computational intelligence and neuroscience Mar 2023

   Bib

   @inproceedings{haleem2023tree,
     abbr = {HINDAWI'23},
     bibtex_show = {true},
     title = {Impact of Tree Cover Loss on Carbon Emission: A Learning-Based Analysis},
     author = {Haleem Butt, A. and Ali Jamshed, M. and Ur Rahman, A. and Alam, F. and Shakya, M. and S. Almadhor, A. and Ur-Rehman, M.},
     doi = {https://doi.org/10.1155/2023/8585839},
     booktitle = {Computational intelligence and neuroscience},
     year = {2023},
     month = mar,
     selected = {false}
   }

2022

1. SSCI’22

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

   Shakya, M., Lee, B. S., and Ng, H. Y.

   In 2022 IEEE Symposium Series on Computational Intelligence (SSCI) Dec 2022

   Bib

   @inproceedings{shakya2022DQN,
     abbr = {SSCI'22},
     bibtex_show = {true},
     title = {A Deep Reinforcement Learning Approach for Inventory Control for Stochastic Lead Time and Demand},
     author = {Shakya, M. and Lee, B. S. and Ng, H. Y.},
     doi = {https://doi.org/10.1109/SSCI51031.2022.10022256},
     booktitle = {2022 IEEE Symposium Series on Computational Intelligence (SSCI)},
     year = {2022},
     month = dec,
     selected = {true}
   }

2. HINDAWI’22

   An Optimized Feature Selection Method Using Ensemble Classifiers in Software Defect Prediction for Healthcare Systems

   Mohammad, U. G., Imtiaz, S.,  Shakya, M., Almadhor, A., and Anwar, F.

   In Wireless Communications and Mobile Computing Jun 2022

   Bib

   @inproceedings{mohammad2022optimized,
     abbr = {HINDAWI'22},
     bibtex_show = {true},
     title = {An Optimized Feature Selection Method Using Ensemble Classifiers in Software Defect Prediction for Healthcare Systems},
     author = {Mohammad, U. G. and Imtiaz, S. and Shakya, M. and Almadhor, A. and Anwar, F.},
     booktitle = {Wireless Communications and Mobile Computing},
     year = {2022},
     month = jun,
     selected = {false}
   }

3. HINDAWI’22

   Improving Recognition of Overlapping Activities with Less Interclass Variations in Smart Homes through Clustering-Based Classification

   Sarwar, M. U., Gillani, L. F., Almadhor, A.,  Shakya, M., and Tariq, U.

   In Computational intelligence and neuroscience Jun 2022

   Bib

   @inproceedings{sarwar2022smarthomes,
     abbr = {HINDAWI'22},
     bibtex_show = {true},
     title = {Improving Recognition of Overlapping Activities with Less Interclass Variations in Smart Homes through Clustering-Based Classification},
     author = {Sarwar, M. U. and Gillani, L. F. and Almadhor, A. and Shakya, M. and Tariq, U.},
     booktitle = {Computational intelligence and neuroscience},
     year = {2022},
     month = jun,
     selected = {false}
   }

4. AIAI’22

   Reinforcement Learning Approach for Multi-period Inventory with Stochastic Demand

   Shakya, M., Ng, H. Y., Ong, D. J., and Lee, Bu-Sung

   In 18th International Conference on Artificial Intelligence Applications and Innovations (AIAI) Jun 2022

   Bib

   @inproceedings{shakya2022Qlearning,
     abbr = {AIAI'22},
     bibtex_show = {true},
     title = {Reinforcement Learning Approach for Multi-period Inventory with Stochastic Demand},
     author = {Shakya, M. and Ng, H. Y. and Ong, D. J. and Lee, Bu-Sung},
     booktitle = {18th International Conference on Artificial Intelligence Applications and Innovations (AIAI)},
     year = {2022},
     month = jun,
     selected = {true}
   }

2020

1. SAS’20

   Euclidean Distance based Loss Function for Eye-Gaze Estimation

   Lee, Bu-Sung, Phattharaphon, R., Yean, S., Liu, J., and Shakya, M.

   In 2020 IEEE Sensors Applications Symposium (SAS) Mar 2020

   Bib

   @inproceedings{lee2020euclidean,
     abbr = {SAS'20},
     bibtex_show = {true},
     title = {Euclidean Distance based Loss Function for Eye-Gaze Estimation},
     author = {Lee, Bu-Sung and Phattharaphon, R. and Yean, S. and Liu, J. and Shakya, M.},
     booktitle = {2020 IEEE Sensors Applications Symposium (SAS)},
     pages = {1--5},
     year = {2020},
     month = mar,
     doi = {https://doi.org/10.1109/SAS48726.2020.9220051},
     organization = {IEEE},
     selected = {true}
   }

2019

1. eLFAsia’19

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

   Shakya, M., and Shrestha, S.

   In eLearning forum Asia May 2019

   Bib

   @inproceedings{shakya2019learning,
     abbr = {eLFAsia'19},
     bibtex_show = {true},
     title = {Learning Computer Programming through Nepal’s First MOOC: Learners' Experiences},
     author = {Shakya, M. and Shrestha, S.},
     booktitle = {eLearning forum Asia},
     year = {2019},
     month = may,
     address = {Bangkok, Thailand}
   }

2018

1. HUSOC’18

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

   Shakya, M., Manandhar, R., Shrestha, S., and Pokharel, M.

   In 1st HUSOC Symposium Apr 2018

   Bib

   @inproceedings{shakya2018teachers,
     abbr = {HUSOC'18},
     bibtex_show = {true},
     title = {Teacher Perceptions of E-learning for Teaching in Science and Engineering},
     author = {Shakya, M. and Manandhar, R. and Shrestha, S. and Pokharel, M.},
     booktitle = {1st HUSOC Symposium},
     year = {2018},
     month = apr,
     address = {Buriram, Thailand}
   }

2. FITED’18

   MOOCs for higher education in Nepal

   Shakya, M., and Shrestha, S.

   In Foundation for Information Technology Education and Development Apr 2018

   Bib

   @inproceedings{shakya2018mooc,
     abbr = {FITED'18},
     bibtex_show = {true},
     title = {MOOCs for higher education in Nepal},
     author = {Shakya, M. and Shrestha, S.},
     booktitle = {Foundation for Information Technology Education and Development},
     year = {2018},
     address = {Quezon City, Philippines},
     publisher = {Foundation for Information Technology Education and Development, Inc.}
   }

2017

1. JUGC’17

   Role of Context Clue Sentences as Dictionary Examples

   Uprety, S., and Shakya, M.

   In The Journal of University Grants Commission Apr 2017

   Bib

   @inproceedings{uprety2017role,
     abbr = {JUGC'17},
     bibtex_show = {true},
     author = {Uprety, S. and Shakya, M.},
     booktitle = {The Journal of University Grants Commission},
     year = {2017},
     volume = {6},
     issue = {1},
     pages = {132--140},
     title = {Role of Context Clue Sentences as Dictionary Examples}
   }

2. IT4D’17

   Blended Learning in DWIT College: From Learners Perspective

   Shrestha, B., Shrestha, R., and Shakya, M.

   In 4th International Conference on Information Technology for Development Aug 2017

   Bib

   @inproceedings{shrestha2017blended,
     abbr = {IT4D'17},
     bibtex_show = {true},
     author = {Shrestha, B. and Shrestha, R. and Shakya, M.},
     booktitle = {4th International Conference on Information Technology for Development},
     year = {2017},
     month = aug,
     pages = {},
     title = {Blended Learning in DWIT College: From Learners Perspective}
   }

3. ICOIE’17

   Reflections on First MOOC of Nepal: From Learner’s Perspectives

   Shakya, M., Shrestha, S., Manandhar, R., Joshi, M., and Khanal, P.

   In International Conference on Open and Innovative Education Jul 2017

   Bib

   @inproceedings{shakya2017reflections,
     abbr = {ICOIE'17},
     bibtex_show = {true},
     title = {Reflections on First MOOC of Nepal: From Learner's Perspectives},
     author = {Shakya, M. and Shrestha, S. and Manandhar, R. and Joshi, M. and Khanal, P.},
     booktitle = {International Conference on Open and Innovative Education},
     year = {2017},
     month = jul,
     pages = {},
     address = {Hong Kong}
   }

2016

1. IT4D’16

   " Flipped Class: New e-learning Object in Nepal and Perspective of Teachers. "

   Shrestha, B., Gautam, N., and Shakya, M.

   In 3rd International Conference on Information Technology for Development Aug 2016

   Bib

   @inproceedings{shrestha2016flipped,
     abbr = {IT4D'16},
     bibtex_show = {true},
     author = {Shrestha, B. and Gautam, N. and Shakya, M.},
     booktitle = {3rd International Conference on Information Technology for Development},
     year = {2016},
     month = aug,
     pages = {},
     title = {" Flipped Class: New e-learning Object in Nepal and Perspective of Teachers. "}
   }

2. IT4D’16

   Awareness of MOOC among college students: a study of far western region of Nepal

   Shakya, M., Shrestha, S., and Manandhar, R.

   In 3rd International Conference on Information Technology for Development Aug 2016

   Bib

   @inproceedings{shakya2016awareness,
     abbr = {IT4D'16},
     bibtex_show = {true},
     author = {Shakya, M. and Shrestha, S. and Manandhar, R.},
     title = {Awareness of MOOC among college students: a study of far western region of Nepal},
     booktitle = {3rd International Conference on Information Technology for Development},
     year = {2016},
     month = aug
   }

2015

1. SKIMA’15

   Cloud Technology in Higher Education: A Review

   Rai, A., and Shakya, M.

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

   Bib

   @inproceedings{rai2015cloud,
     abbr = {SKIMA'15},
     bibtex_show = {true},
     author = {Rai, A. and Shakya, M.},
     title = {Cloud Technology in Higher Education: A Review},
     booktitle = {9th International Conference on Software, Knowledge, Information Management and Applications},
     year = {2015},
     month = dec
   }

2. SKIMA’15

   Load Balancing for High Traffic Web in Cloud

   Tamrakar, S.,  Shakya, M., and Singh, A.

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

   Bib

   @inproceedings{tamrakar2015load,
     abbr = {SKIMA'15},
     bibtex_show = {true},
     author = {Tamrakar, S. and Shakya, M. and Singh, A.},
     booktitle = {9th International Conference on Software, Knowledge, Information Management and Applications},
     year = {2015},
     month = dec,
     pages = {},
     title = {Load Balancing for High Traffic Web in Cloud}
   }