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  2024 (3)
Application of Nepali Large Language Models to Improve Sentiment Analysis. Pudasaini, S.; Ghimire, S.; Ale, P.; Shakya, A.; Paudel, P.; and Joshi, B. In Proceedings of the 7th International Conference on Computers in Management and Business, ICCMB 2024, Singapore, January 12-14, 2024, pages 144–150, 2024. ACM
Application of Nepali Large Language Models to Improve Sentiment Analysis [link]Paper   doi   link   bibtex   1 download  
Performance Enhancement of Covid-19 Chest X-Ray Image Classification Using GAN and CNN. Panday, S. P.; Dumre, M. P.; Shakya, A.; and Joshi, B. In Proceedings of the 2024 7th International Conference on Machine Vision and Applications, ICMVA 2024, Singapore, Singapore, March 12-14, 2024, pages 12–20, 2024. ACM
Performance Enhancement of Covid-19 Chest X-Ray Image Classification Using GAN and CNN [link]Paper   doi   link   bibtex  
Hybrid Color Watermarking Technique with Arnold Scrambling. Panday, S. P.; Manandhar, S.; Shakya, A.; and Joshi, B. In Proceedings of the 6th International Conference on Image Processing and Machine Vision, IPMV 2024, Macau, SAR, China, January 12-14, 2024, pages 94–99, 2024. ACM
Hybrid Color Watermarking Technique with Arnold Scrambling [link]Paper   doi   link   bibtex  
  2023 (2)
Named Entity Recognition for Nepali Using BERT Based Models. Pande, B. D.; Shakya, A.; Panday, S. P.; and Joshi, B. In Fujita, H.; Wang, Y.; Xiao, Y.; and Moonis, A., editor(s), Advances and Trends in Artificial Intelligence. Theory and Applications - 36th International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems, IEA/AIE 2023, Shanghai, China, July 19-22, 2023, Proceedings, Part II, volume 13926, of Lecture Notes in Computer Science, pages 93–104, 2023. Springer
Named Entity Recognition for Nepali Using BERT Based Models [link]Paper   doi   link   bibtex   2 downloads  
Spoken Language Identification Using Convolutional Neural Network In Nepalese Context. Sapkota, S. S.; Shakya, A.; and Joshi, B. In 26th Conference of the Oriental COCOSDA International Committee for the Co-ordination and Standardisation of Speech Databases and Assessment Techniques, O-COCOSDA 2023, Delhi, India, December 4-6, 2023, pages 1–6, 2023. IEEE
Spoken Language Identification Using Convolutional Neural Network In Nepalese Context [link]Paper   doi   link   bibtex  
  2022 (1)
Drug-target interaction prediction using deep belief network. Shakya, A.; Joshi, B.; Yadav, U. K.; and Mahato, O. P. Int. J. Bioinform. Res. Appl., 18(5): 479–495. 2022.
Drug-target interaction prediction using deep belief network [link]Paper   doi   link   bibtex   1 download  
  2021 (1)
Rapid Earthquake Assessment from Satellite Imagery Using RPN and Yolo v3. Panday, S. P.; Karn, S. L.; Joshi, B.; Shakya, A.; and Pandey, R. K. In Huang, D.; Jo, K.; Li, J.; Gribova, V. V.; and Bevilacqua, V., editor(s), Intelligent Computing Theories and Application - 17th International Conference, ICIC 2021, Shenzhen, China, August 12-15, 2021, Proceedings, Part I, volume 12836, of Lecture Notes in Computer Science, pages 288–301, 2021. Springer
Rapid Earthquake Assessment from Satellite Imagery Using RPN and Yolo v3 [link]Paper   doi   link   bibtex  
  2020 (4)
Plant Leaf Disease Recognition Using Random Forest, KNN, SVM and CNN. Hatuwal, B. K.; Shakya, A.; and Joshi, B. Polibits, 62: 13–19. 2020.
Plant Leaf Disease Recognition Using Random Forest, KNN, SVM and CNN [link]Paper   doi   link   bibtex  
User Behavior Analytics for Anomaly Detection Using LSTM Autoencoder - Insider Threat Detection. Sharma, B.; Pokharel, P.; and Joshi, B. In Porkaew, K.; Chignell, M. H.; Fong, S.; and Watanapa, B., editor(s), IAIT 2020: The 11th International Conference on Advances in Information Technology, Bangkok, Thailand, July 1-3, 2020, pages 5:1–5:9, 2020. ACM
User Behavior Analytics for Anomaly Detection Using LSTM Autoencoder - Insider Threat Detection [link]Paper   doi   link   bibtex  
Automatic Pose Estimation of Micro Unmanned Aerial Vehicle for Autonomous Landing. Shrestha, M.; Panday, S. P.; Joshi, B.; Shakya, A.; and Pandey, R. K. In Huang, D.; and Premaratne, P., editor(s), Intelligent Computing Methodologies - 16th International Conference, ICIC 2020, Bari, Italy, October 2-5, 2020, Proceedings, Part III, volume 12465, of Lecture Notes in Computer Science, pages 3–15, 2020. Springer
Automatic Pose Estimation of Micro Unmanned Aerial Vehicle for Autonomous Landing [link]Paper   doi   link   bibtex   1 download  
Nepali Speech Recognition Using CNN, GRU and CTC. Bhatta, B.; Joshi, B.; and Maharjhan, R. K. In Wang, J.; and Lai, Y., editor(s), Proceedings of the 32nd Conference on Computational Linguistics and Speech Processing, ROCLING 2020, Taipei, Taiwan, September 24-26, 2020, pages 238–246, 2020. The Association for Computational Linguistics and Chinese Language Processing (ACLCLP)
Nepali Speech Recognition Using CNN, GRU and CTC [link]Paper   link   bibtex  
  2017 (2)
Music Classification Based on Genre and Mood. Shakya, A.; Gurung, B.; Thapa, M. S.; Rai, M.; and Joshi, B. In Mandal, J. K.; Dutta, P.; and Mukhopadhyay, S., editor(s), Computational Intelligence, Communications, and Business Analytics - First International Conference, CICBA 2017, Kolkata, India, March 24-25, 2017, Revised Selected Papers, Part II, volume 776, of Communications in Computer and Information Science, pages 168–183, 2017. Springer
Music Classification Based on Genre and Mood [link]Paper   doi   link   bibtex  
HMM based isolated word Nepali speech recognition. Ssarma, M. K.; Gajurel, A.; Pokhrel, A.; and Joshi, B. In 2017 International Conference on Machine Learning and Cybernetics, ICMLC 2017, Ningbo, China, July 9-12, 2017, pages 71–76, 2017. IEEE
HMM based isolated word Nepali speech recognition [link]Paper   doi   link   bibtex  
  2014 (1)
Intelligent Clustering Scheme for Log Data Streams. Joshi, B.; Bista, U.; and Ghimire, M. In Gelbukh, A. F., editor(s), Computational Linguistics and Intelligent Text Processing - 15th International Conference, CICLing 2014, Kathmandu, Nepal, April 6-12, 2014, Proceedings, Part II, volume 8404, of Lecture Notes in Computer Science, pages 454–465, 2014. Springer
Intelligent Clustering Scheme for Log Data Streams [link]Paper   doi   link   bibtex  
  2009 (1)
A SOM Based Stereo Pair Matching Algorithm for 3-D Particle Tracking Velocimetry. Ohmi, K.; Joshi, B.; and Panday, S. P. In Huang, D.; Jo, K.; Lee, H.; Kang, H.; and Bevilacqua, V., editor(s), Emerging Intelligent Computing Technology and Applications. With Aspects of Artificial Intelligence, 5th International Conference on Intelligent Computing, ICIC 2009, Ulsan, South Korea, September 16-19, 2009, Proceedings, volume 5755, of Lecture Notes in Computer Science, pages 11–20, 2009. Springer
A SOM Based Stereo Pair Matching Algorithm for 3-D Particle Tracking Velocimetry [link]Paper   doi   link   bibtex