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ORCIDBibTeX records: Sunil Aryal
@article{DBLP:journals/cbm/TalukderLKUA24,
author = {Md. Alamin Talukder and
Md. Abu Layek and
Mohsin Kazi and
Md. Ashraf Uddin and
Sunil Aryal},
title = {Empowering {COVID-19} detection: Optimizing performance through fine-tuned
EfficientNet deep learning architecture},
journal = {Comput. Biol. Medicine},
volume = {168},
pages = {107789},
year = {2024},
url = {https://doi.org/10.1016/j.compbiomed.2023.107789},
doi = {10.1016/J.COMPBIOMED.2023.107789},
timestamp = {Fri, 08 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cbm/TalukderLKUA24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/NeupaneBABSS24,
author = {Dhiraj Neupane and
Aashish Bhattarai and
Sunil Aryal and
Mohamed Reda Bouadjenek and
Uk{-}Min Seok and
Jongwon Seok},
title = {\emph{Shine}: {A} deep learning-based accessible parking management
system},
journal = {Expert Syst. Appl.},
volume = {238},
number = {Part {F}},
pages = {122205},
year = {2024},
url = {https://doi.org/10.1016/j.eswa.2023.122205},
doi = {10.1016/J.ESWA.2023.122205},
timestamp = {Sun, 10 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/eswa/NeupaneBABSS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sncs/BaniyaLEA24,
author = {Arbind Agrahari Baniya and
Tsz{-}Kwan Lee and
Peter W. Eklund and
Sunil Aryal},
title = {Frame Selection Using Spatiotemporal Dynamics and Key Features as
Input Pre-processing for Video Super-Resolution Models},
journal = {{SN} Comput. Sci.},
volume = {5},
number = {3},
pages = {323},
year = {2024},
url = {https://doi.org/10.1007/s42979-024-02710-x},
doi = {10.1007/S42979-024-02710-X},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sncs/BaniyaLEA24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmm/BaniyaLEA24,
author = {Arbind Agrahari Baniya and
Tsz{-}Kwan Lee and
Peter W. Eklund and
Sunil Aryal},
title = {Omnidirectional Video Super-Resolution Using Deep Learning},
journal = {{IEEE} Trans. Multim.},
volume = {26},
pages = {540--554},
year = {2024},
url = {https://doi.org/10.1109/TMM.2023.3267294},
doi = {10.1109/TMM.2023.3267294},
timestamp = {Fri, 26 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tmm/BaniyaLEA24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2401-11402,
author = {Sunil Aryal and
Jonathan R. Wells and
Arbind Agrahari Baniya and
KC Santosh},
title = {Enabling clustering algorithms to detect clusters of varying densities
through scale-invariant data preprocessing},
journal = {CoRR},
volume = {abs/2401.11402},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.11402},
doi = {10.48550/ARXIV.2401.11402},
eprinttype = {arXiv},
eprint = {2401.11402},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-11402.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-13277,
author = {Md. Alamin Talukder and
Selina Sharmin and
Md. Ashraf Uddin and
Md. Manowarul Islam and
Sunil Aryal},
title = {{MLSTL-WSN:} Machine Learning-based Intrusion Detection using SMOTETomek
in WSNs},
journal = {CoRR},
volume = {abs/2402.13277},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.13277},
doi = {10.48550/ARXIV.2402.13277},
eprinttype = {arXiv},
eprint = {2402.13277},
timestamp = {Thu, 21 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-13277.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-17807,
author = {Abanti Bhattacharjya and
Manowarul Islam and
Md. Ashraf Uddin and
Md. Alamin Talukder and
AKM Azad and
Sunil Aryal and
Bikash Kumar Paul and
Wahia Tasnim and
Muhammad Ali Abdulllah Almoyad and
Mohammad Ali Moni},
title = {Exploring Gene Regulatory Interaction Networks and predicting therapeutic
molecules for Hypopharyngeal Cancer and EGFR-mutated lung adenocarcinoma},
journal = {CoRR},
volume = {abs/2402.17807},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.17807},
doi = {10.48550/ARXIV.2402.17807},
eprinttype = {arXiv},
eprint = {2402.17807},
timestamp = {Mon, 25 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-17807.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-02619,
author = {Aymen Rayane Khouas and
Mohamed Reda Bouadjenek and
Hakim Hacid and
Sunil Aryal},
title = {Training Machine Learning models at the Edge: {A} Survey},
journal = {CoRR},
volume = {abs/2403.02619},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.02619},
doi = {10.48550/ARXIV.2403.02619},
eprinttype = {arXiv},
eprint = {2403.02619},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-02619.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-11180,
author = {Md. Ashraf Uddin and
Sunil Aryal and
Mohamed Reda Bouadjenek and
Muna Al{-}Hawawreh and
Md. Alamin Talukder},
title = {usfAD Based Effective Unknown Attack Detection Focused {IDS} Framework},
journal = {CoRR},
volume = {abs/2403.11180},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.11180},
doi = {10.48550/ARXIV.2403.11180},
eprinttype = {arXiv},
eprint = {2403.11180},
timestamp = {Fri, 12 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-11180.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-13010,
author = {Md. Ashraf Uddin and
Sunil Aryal and
Mohamed Reda Bouadjenek and
Muna Al{-}Hawawreh and
Md. Alamin Talukder},
title = {A Dual-Tier Adaptive One-Class Classification {IDS} for Emerging Cyberthreats},
journal = {CoRR},
volume = {abs/2403.13010},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.13010},
doi = {10.48550/ARXIV.2403.13010},
eprinttype = {arXiv},
eprint = {2403.13010},
timestamp = {Fri, 12 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-13010.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-13013,
author = {Md. Ashraf Uddin and
Sunil Aryal and
Mohamed Reda Bouadjenek and
Muna Al{-}Hawawreh and
Md. Alamin Talukder},
title = {Hierarchical Classification for Intrusion Detection System: Effective
Design and Empirical Analysis},
journal = {CoRR},
volume = {abs/2403.13013},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.13013},
doi = {10.48550/ARXIV.2403.13013},
eprinttype = {arXiv},
eprint = {2403.13013},
timestamp = {Fri, 12 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-13013.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-17333,
author = {Tahsin Alamgir Kheya and
Mohamed Reda Bouadjenek and
Sunil Aryal},
title = {The Pursuit of Fairness in Artificial Intelligence Models: {A} Survey},
journal = {CoRR},
volume = {abs/2403.17333},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.17333},
doi = {10.48550/ARXIV.2403.17333},
eprinttype = {arXiv},
eprint = {2403.17333},
timestamp = {Wed, 10 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-17333.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/candc/SultanaMPUUA23,
author = {Abida Sultana and
Sadia Jannat Mitu and
Md Naimul Pathan and
Mohammed Nasir Uddin and
Md. Ashraf Uddin and
Sunil Aryal},
title = {4mC-CGRU: Identification of N4-Methylcytosine (4mC) sites using convolution
gated recurrent unit in Rosaceae genome},
journal = {Comput. Biol. Chem.},
volume = {107},
pages = {107974},
year = {2023},
url = {https://doi.org/10.1016/j.compbiolchem.2023.107974},
doi = {10.1016/J.COMPBIOLCHEM.2023.107974},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/candc/SultanaMPUUA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cg/AhmedAAN23,
author = {Ahmed Mohamed Ahmed and
Mohamed Abdelrazek and
Sunil Aryal and
Thanh Thi Nguyen},
title = {An overview of Eulerian video motion magnification methods},
journal = {Comput. Graph.},
volume = {117},
pages = {145--163},
year = {2023},
url = {https://doi.org/10.1016/j.cag.2023.10.015},
doi = {10.1016/J.CAG.2023.10.015},
timestamp = {Sat, 13 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cg/AhmedAAN23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/TalukderIUAPAAHM23,
author = {Md. Alamin Talukder and
Md. Manowarul Islam and
Md. Ashraf Uddin and
Arnisha Akhter and
Md. Alamgir Jalil Pramanik and
Sunil Aryal and
Muhammad Ali Abdulllah Almoyad and
Khondokar Fida Hasan and
Mohammad Ali Moni},
title = {An efficient deep learning model to categorize brain tumor using reconstruction
and fine-tuning},
journal = {Expert Syst. Appl.},
volume = {230},
pages = {120534},
year = {2023},
url = {https://doi.org/10.1016/j.eswa.2023.120534},
doi = {10.1016/J.ESWA.2023.120534},
timestamp = {Tue, 12 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eswa/TalukderIUAPAAHM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/hisas/SamariyaMAZ23,
author = {Durgesh Samariya and
Jiangang Ma and
Sunil Aryal and
Xiaohui Zhao},
title = {Detection and explanation of anomalies in healthcare data},
journal = {Health Inf. Sci. Syst.},
volume = {11},
number = {1},
pages = {20},
year = {2023},
url = {https://doi.org/10.1007/s13755-023-00221-2},
doi = {10.1007/S13755-023-00221-2},
timestamp = {Sat, 13 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/hisas/SamariyaMAZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/iet-ipr/RanaITUAAAHM23,
author = {Md Masud Rana and
Md. Manowarul Islam and
Md. Alamin Talukder and
Md. Ashraf Uddin and
Sunil Aryal and
Naif M. Alotaibi and
Salem A. Alyami and
Khondokar Fida Hasan and
Mohammad Ali Moni},
title = {A robust and clinically applicable deep learning model for early detection
of Alzheimer's},
journal = {{IET} Image Process.},
volume = {17},
number = {14},
pages = {3959--3975},
year = {2023},
url = {https://doi.org/10.1049/ipr2.12910},
doi = {10.1049/IPR2.12910},
timestamp = {Wed, 24 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/iet-ipr/RanaITUAAAHM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/BaniyaLEAR23,
author = {Arbind Agrahari Baniya and
Tsz{-}Kwan Lee and
Peter W. Eklund and
Sunil Aryal and
Antonio Robles{-}Kelly},
title = {Online Video Super-resolution using Information Replenishing Unidirectional
Recurrent Model},
journal = {Neurocomputing},
volume = {546},
pages = {126355},
year = {2023},
url = {https://doi.org/10.1016/j.neucom.2023.126355},
doi = {10.1016/J.NEUCOM.2023.126355},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/BaniyaLEAR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/istr/IslamUAS23,
author = {Md. Amirul Islam and
Ashraf Uddin and
Sunil Aryal and
Giovanni Stea},
title = {An ensemble learning approach for anomaly detection in credit card
data with imbalanced and overlapped classes},
journal = {J. Inf. Secur. Appl.},
volume = {78},
pages = {103618},
year = {2023},
url = {https://doi.org/10.1016/j.jisa.2023.103618},
doi = {10.1016/J.JISA.2023.103618},
timestamp = {Thu, 09 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/istr/IslamUAS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/RasoolABD23,
author = {Zafaryab Rasool and
Sunil Aryal and
Mohamed Reda Bouadjenek and
Richard Dazeley},
title = {Overcoming weaknesses of density peak clustering using a data-dependent
similarity measure},
journal = {Pattern Recognit.},
volume = {137},
pages = {109287},
year = {2023},
url = {https://doi.org/10.1016/j.patcog.2022.109287},
doi = {10.1016/J.PATCOG.2022.109287},
timestamp = {Sat, 29 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pr/RasoolABD23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sensors/RahmanCMIUIA23,
author = {Md. Bayazid Rahman and
Joy Dhon Chakma and
Abdul Momin and
Shahidul Islam and
Ashraf Uddin and
Md Aminul Islam and
Sunil Aryal},
title = {Smart Crop Cultivation System Using Automated Agriculture Monitoring
Environment in the Context of Bangladesh Agriculture},
journal = {Sensors},
volume = {23},
number = {20},
pages = {8472},
year = {2023},
url = {https://doi.org/10.3390/s23208472},
doi = {10.3390/S23208472},
timestamp = {Thu, 29 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sensors/RahmanCMIUIA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iconip/SamariyaMAZ23,
author = {Durgesh Samariya and
Jiangang Ma and
Sunil Aryal and
Xiaohui Zhao},
editor = {Biao Luo and
Long Cheng and
Zheng{-}Guang Wu and
Hongyi Li and
Chaojie Li},
title = {Detection of Anomalies and Explanation in Cybersecurity},
booktitle = {Neural Information Processing - 30th International Conference, {ICONIP}
2023, Changsha, China, November 20-23, 2023, Proceedings, Part {XIII}},
series = {Communications in Computer and Information Science},
volume = {1967},
pages = {414--426},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-981-99-8178-6\_32},
doi = {10.1007/978-981-99-8178-6\_32},
timestamp = {Mon, 18 Dec 2023 09:47:49 +0100},
biburl = {https://dblp.org/rec/conf/iconip/SamariyaMAZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/LyDVCA23,
author = {Adrian Ly and
Richard Dazeley and
Peter Vamplew and
Francisco Cruz and
Sunil Aryal},
title = {Elastic step {DDPG:} Multi-step reinforcement learning for improved
sample efficiency},
booktitle = {International Joint Conference on Neural Networks, {IJCNN} 2023, Gold
Coast, Australia, June 18-23, 2023},
pages = {1--6},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/IJCNN54540.2023.10191774},
doi = {10.1109/IJCNN54540.2023.10191774},
timestamp = {Wed, 09 Aug 2023 16:25:09 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/LyDVCA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/MalgiART23,
author = {Vinayaka Vivekananda Malgi and
Sunil Aryal and
Zafaryab Rasool and
David Tay},
editor = {Hisashi Kashima and
Tsuyoshi Id{\'{e}} and
Wen{-}Chih Peng},
title = {Data-dependent and Scale-Invariant Kernel for Support Vector Machine
Classification},
booktitle = {Advances in Knowledge Discovery and Data Mining - 27th Pacific-Asia
Conference on Knowledge Discovery and Data Mining, {PAKDD} 2023, Osaka,
Japan, May 25-28, 2023, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {13935},
pages = {171--182},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-33374-3\_14},
doi = {10.1007/978-3-031-33374-3\_14},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pakdd/MalgiART23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-00837,
author = {Dhiraj Neupane and
Aashish Bhattarai and
Sunil Aryal and
Mohamed Reda Bouadjenek and
Uk{-}Min Seok and
Jongwon Seok},
title = {{SHINE:} Deep Learning-Based Accessible Parking Management System},
journal = {CoRR},
volume = {abs/2302.00837},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.00837},
doi = {10.48550/ARXIV.2302.00837},
eprinttype = {arXiv},
eprint = {2302.00837},
timestamp = {Sun, 17 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-00837.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-12844,
author = {Md. Alamin Talukder and
Md. Manowarul Islam and
Md. Ashraf Uddin and
Arnisha Akhter and
Md. Alamgir Jalil Pramanik and
Sunil Aryal and
Muhammad Ali Abdulllah Almoyad and
Khondokar Fida Hasan and
Mohammad Ali Moni},
title = {An efficient deep learning model to categorize brain tumor using reconstruction
and fine-tuning},
journal = {CoRR},
volume = {abs/2305.12844},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.12844},
doi = {10.48550/ARXIV.2305.12844},
eprinttype = {arXiv},
eprint = {2305.12844},
timestamp = {Wed, 24 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-12844.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-03871,
author = {Dhiraj Neupane and
Lakpa Dorje Tamang and
Ngoc Dung Huynh and
Mohamed Reda Bouadjenek and
Sunil Aryal},
title = {{HUMS2023} Data Challenge Result Submission},
journal = {CoRR},
volume = {abs/2307.03871},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2307.03871},
doi = {10.48550/ARXIV.2307.03871},
eprinttype = {arXiv},
eprint = {2307.03871},
timestamp = {Mon, 24 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2307-03871.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-16593,
author = {Md. Alamin Talukder and
Md. Abu Layek and
Mohsin Kazi and
Md. Ashraf Uddin and
Sunil Aryal},
title = {Empowering {COVID-19} Detection: Optimizing Performance Through Fine-Tuned
EfficientNet Deep Learning Architecture},
journal = {CoRR},
volume = {abs/2311.16593},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.16593},
doi = {10.48550/ARXIV.2311.16593},
eprinttype = {arXiv},
eprint = {2311.16593},
timestamp = {Wed, 29 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-16593.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/peerj-cs/SantoshRMA22,
author = {KC Santosh and
Nicholas Rasmussen and
Muntasir Mamun and
Sunil Aryal},
title = {A systematic review on cough sound analysis for Covid-19 diagnosis
and screening: is my cough sound COVID-19?},
journal = {PeerJ Comput. Sci.},
volume = {8},
pages = {e958},
year = {2022},
url = {https://doi.org/10.7717/peerj-cs.958},
doi = {10.7717/PEERJ-CS.958},
timestamp = {Mon, 16 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/peerj-cs/SantoshRMA22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tgrs/SongATLH22,
author = {Xiangyu Song and
Sunil Aryal and
Kai Ming Ting and
Zhen Liu and
Bin He},
title = {Spectral-Spatial Anomaly Detection of Hyperspectral Data Based on
Improved Isolation Forest},
journal = {{IEEE} Trans. Geosci. Remote. Sens.},
volume = {60},
pages = {1--16},
year = {2022},
url = {https://doi.org/10.1109/TGRS.2021.3104998},
doi = {10.1109/TGRS.2021.3104998},
timestamp = {Tue, 08 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tgrs/SongATLH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cinc/ImranGMSAM22,
author = {Zaria Imran and
Ethan Grooby and
Vinayaka Vivekananda Malgi and
Chiranjibi Sitaula and
Sunil Aryal and
Faezeh Marzbanrad},
title = {A Fusion of Handcrafted Feature-Based and Deep Learning Classifiers
for Heart Murmur Detection},
booktitle = {Computing in Cardiology, CinC 2022, Tampere, Finland, September 4-7,
2022},
pages = {1--4},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.22489/CinC.2022.310},
doi = {10.22489/CINC.2022.310},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cinc/ImranGMSAM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmap/BaniyaLEA22,
author = {Arbind Agrahari Baniya and
Tsz{-}Kwan Lee and
Peter W. Eklund and
Sunil Aryal},
editor = {Simone Santini and
Andrew H. Sung},
title = {{STIFS:} Spatio-Temporal Input Frame Selection for Learning-based
Video Super-Resolution Models},
booktitle = {Proceedings of the 19th International Conference on Signal Processing
and Multimedia Applications, {SIGMAP} 2022, Lisbon, Portugal, July
14-16, 2022},
pages = {48--58},
publisher = {{SCITEPRESS}},
year = {2022},
url = {https://doi.org/10.5220/0011339900003289},
doi = {10.5220/0011339900003289},
timestamp = {Tue, 06 Jun 2023 14:58:02 +0200},
biburl = {https://dblp.org/rec/conf/sigmap/BaniyaLEA22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wise/SamariyaMA22,
author = {Durgesh Samariya and
Jiangang Ma and
Sunil Aryal},
editor = {Richard Chbeir and
Zi Helen Huang and
Fabrizio Silvestri and
Yannis Manolopoulos and
Yanchun Zhang},
title = {sGrid++: Revising Simple Grid Based Density Estimator for Mining Outlying
Aspect},
booktitle = {Web Information Systems Engineering - {WISE} 2022 - 23rd International
Conference, Biarritz, France, November 1-3, 2022, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {13724},
pages = {194--208},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-20891-1\_15},
doi = {10.1007/978-3-031-20891-1\_15},
timestamp = {Mon, 21 Nov 2022 16:58:44 +0100},
biburl = {https://dblp.org/rec/conf/wise/SamariyaMA22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-03325,
author = {Adrian Ly and
Richard Dazeley and
Peter Vamplew and
Francisco Cruz and
Sunil Aryal},
title = {Elastic Step {DQN:} {A} novel multi-step algorithm to alleviate overestimation
in Deep QNetworks},
journal = {CoRR},
volume = {abs/2210.03325},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.03325},
doi = {10.48550/ARXIV.2210.03325},
eprinttype = {arXiv},
eprint = {2210.03325},
timestamp = {Wed, 12 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-03325.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ai/DazeleyVFYAC21,
author = {Richard Dazeley and
Peter Vamplew and
Cameron Foale and
Charlotte Young and
Sunil Aryal and
Francisco Cruz},
title = {Levels of explainable artificial intelligence for human-aligned conversational
explanations},
journal = {Artif. Intell.},
volume = {299},
pages = {103525},
year = {2021},
url = {https://doi.org/10.1016/j.artint.2021.103525},
doi = {10.1016/J.ARTINT.2021.103525},
timestamp = {Thu, 16 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ai/DazeleyVFYAC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/SitaulaXAL21,
author = {Chiranjibi Sitaula and
Yong Xiang and
Sunil Aryal and
Xuequan Lu},
title = {Scene image representation by foreground, background and hybrid features},
journal = {Expert Syst. Appl.},
volume = {182},
pages = {115285},
year = {2021},
url = {https://doi.org/10.1016/j.eswa.2021.115285},
doi = {10.1016/J.ESWA.2021.115285},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/eswa/SitaulaXAL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/hisas/SitaulaA21,
author = {Chiranjibi Sitaula and
Sunil Aryal},
title = {New bag of deep visual words based features to classify chest x-ray
images for {COVID-19} diagnosis},
journal = {Health Inf. Sci. Syst.},
volume = {9},
number = {1},
pages = {24},
year = {2021},
url = {https://doi.org/10.1007/s13755-021-00152-w},
doi = {10.1007/S13755-021-00152-W},
timestamp = {Tue, 16 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/hisas/SitaulaA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/SitaulaAXBL21,
author = {Chiranjibi Sitaula and
Sunil Aryal and
Yong Xiang and
Anish Basnet and
Xuequan Lu},
title = {Content and context features for scene image representation},
journal = {Knowl. Based Syst.},
volume = {232},
pages = {107470},
year = {2021},
url = {https://doi.org/10.1016/j.knosys.2021.107470},
doi = {10.1016/J.KNOSYS.2021.107470},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/kbs/SitaulaAXBL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlc/AryalSD21,
author = {Sunil Aryal and
KC Santosh and
Richard Dazeley},
title = {usfAD: a robust anomaly detector based on unsupervised stochastic
forest},
journal = {Int. J. Mach. Learn. Cybern.},
volume = {12},
number = {4},
pages = {1137--1150},
year = {2021},
url = {https://doi.org/10.1007/s13042-020-01225-0},
doi = {10.1007/S13042-020-01225-0},
timestamp = {Mon, 16 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/mlc/AryalSD21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/peerj-cs/SitaulaBA21,
author = {Chiranjibi Sitaula and
Anish Basnet and
Sunil Aryal},
title = {Vector representation based on a supervised codebook for Nepali documents
classification},
journal = {PeerJ Comput. Sci.},
volume = {7},
pages = {e412},
year = {2021},
url = {https://doi.org/10.7717/peerj-cs.412},
doi = {10.7717/PEERJ-CS.412},
timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/peerj-cs/SitaulaBA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/AryalBRS21,
author = {Sunil Aryal and
Arbind Agrahari Baniya and
Imran Razzak and
KC Santosh},
title = {{SPAD+:} An Improved Probabilistic Anomaly Detector based on One-dimensional
Histograms},
booktitle = {International Joint Conference on Neural Networks, {IJCNN} 2021, Shenzhen,
China, July 18-22, 2021},
pages = {1--7},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/IJCNN52387.2021.9534162},
doi = {10.1109/IJCNN52387.2021.9534162},
timestamp = {Mon, 16 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcnn/AryalBRS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/AryalW21,
author = {Sunil Aryal and
Jonathan R. Wells},
editor = {Nuria Oliver and
Fernando P{\'{e}}rez{-}Cruz and
Stefan Kramer and
Jesse Read and
Jos{\'{e}} Antonio Lozano},
title = {Ensemble of Local Decision Trees for Anomaly Detection in Mixed Data},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Research Track
- European Conference, {ECML} {PKDD} 2021, Bilbao, Spain, September
13-17, 2021, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12975},
pages = {687--702},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86486-6\_42},
doi = {10.1007/978-3-030-86486-6\_42},
timestamp = {Wed, 28 Jun 2023 16:19:42 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/AryalW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@misc{DBLP:data/10/BasnetSA21,
author = {Anish Basnet and
Chiranjibi Sitaula and
Sunil Aryal},
title = {Nepaliliinguistic},
publisher = {{IEEE} DataPort},
year = {2021},
month = mar,
howpublished = {\url{https://doi.org/10.21227/wykd-hn55}},
note = {Accessed on YYYY-MM-DD.},
url = {https://doi.org/10.21227/wykd-hn55},
doi = {10.21227/WYKD-HN55},
timestamp = {Wed, 15 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/data/10/BasnetSA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2107-03178,
author = {Richard Dazeley and
Peter Vamplew and
Cameron Foale and
Charlotte Young and
Sunil Aryal and
Francisco Cruz},
title = {Levels of explainable artificial intelligence for human-aligned conversational
explanations},
journal = {CoRR},
volume = {abs/2107.03178},
year = {2021},
url = {https://arxiv.org/abs/2107.03178},
eprinttype = {arXiv},
eprint = {2107.03178},
timestamp = {Tue, 20 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2107-03178.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2111-04253,
author = {Arbind Agrahari Baniya and
Sunil Aryal and
KC Santosh},
title = {A Novel Data Pre-processing Technique: Making Data Mining Robust to
Different Units and Scales of Measurement},
journal = {CoRR},
volume = {abs/2111.04253},
year = {2021},
url = {https://arxiv.org/abs/2111.04253},
eprinttype = {arXiv},
eprint = {2111.04253},
timestamp = {Mon, 16 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2111-04253.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/AryalTWH20,
author = {Sunil Aryal and
Kai Ming Ting and
Takashi Washio and
Gholamreza Haffari},
title = {A comparative study of data-dependent approaches without learning
in measuring similarities of data objects},
journal = {Data Min. Knowl. Discov.},
volume = {34},
number = {1},
pages = {124--162},
year = {2020},
url = {https://doi.org/10.1007/s10618-019-00660-0},
doi = {10.1007/S10618-019-00660-0},
timestamp = {Wed, 15 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/datamine/AryalTWH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/hisas/SitaulaA20,
author = {Chiranjibi Sitaula and
Sunil Aryal},
title = {Fusion of whole and part features for the classification of histopathological
image of breast tissue},
journal = {Health Inf. Sci. Syst.},
volume = {8},
number = {1},
pages = {38},
year = {2020},
url = {https://doi.org/10.1007/s13755-020-00131-7},
doi = {10.1007/S13755-020-00131-7},
timestamp = {Fri, 25 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/hisas/SitaulaA20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kais/WellsAT20,
author = {Jonathan R. Wells and
Sunil Aryal and
Kai Ming Ting},
title = {Simple supervised dissimilarity measure: Bolstering iForest-induced
similarity with class information without learning},
journal = {Knowl. Inf. Syst.},
volume = {62},
number = {8},
pages = {3203--3216},
year = {2020},
url = {https://doi.org/10.1007/s10115-020-01454-3},
doi = {10.1007/S10115-020-01454-3},
timestamp = {Wed, 08 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kais/WellsAT20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/Sitaula0BAL20,
author = {Chiranjibi Sitaula and
Yong Xiang and
Anish Basnet and
Sunil Aryal and
Xuequan Lu},
title = {{HDF:} Hybrid Deep Features for Scene Image Representation},
booktitle = {2020 International Joint Conference on Neural Networks, {IJCNN} 2020,
Glasgow, United Kingdom, July 19-24, 2020},
pages = {1--8},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/IJCNN48605.2020.9207106},
doi = {10.1109/IJCNN48605.2020.9207106},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcnn/Sitaula0BAL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wise/SamariyaATM20,
author = {Durgesh Samariya and
Sunil Aryal and
Kai Ming Ting and
Jiangang Ma},
editor = {Zhisheng Huang and
Wouter Beek and
Hua Wang and
Rui Zhou and
Yanchun Zhang},
title = {A New Effective and Efficient Measure for Outlying Aspect Mining},
booktitle = {Web Information Systems Engineering - {WISE} 2020 - 21st International
Conference, Amsterdam, The Netherlands, October 20-24, 2020, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12343},
pages = {463--474},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-62008-0\_32},
doi = {10.1007/978-3-030-62008-0\_32},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/wise/SamariyaATM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2003-09773,
author = {Chiranjibi Sitaula and
Yong Xiang and
Anish Basnet and
Sunil Aryal and
Xuequan Lu},
title = {{HDF:} Hybrid Deep Features for Scene Image Representation},
journal = {CoRR},
volume = {abs/2003.09773},
year = {2020},
url = {https://arxiv.org/abs/2003.09773},
eprinttype = {arXiv},
eprint = {2003.09773},
timestamp = {Sat, 23 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2003-09773.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2005-02637,
author = {Durgesh Samariya and
Jiangang Ma and
Sunil Aryal},
title = {A Comprehensive Survey on Outlying Aspect Mining Methods},
journal = {CoRR},
volume = {abs/2005.02637},
year = {2020},
url = {https://arxiv.org/abs/2005.02637},
eprinttype = {arXiv},
eprint = {2005.02637},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2005-02637.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-03199,
author = {Chiranjibi Sitaula and
Yong Xiang and
Sunil Aryal and
Xuequan Lu},
title = {Scene Image Representation by Foreground, Background and Hybrid Features},
journal = {CoRR},
volume = {abs/2006.03199},
year = {2020},
url = {https://arxiv.org/abs/2006.03199},
eprinttype = {arXiv},
eprint = {2006.03199},
timestamp = {Sat, 23 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-03199.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-03217,
author = {Chiranjibi Sitaula and
Sunil Aryal and
Yong Xiang and
Anish Basnet and
Xuequan Lu},
title = {Content and Context Features for Scene Image Representation},
journal = {CoRR},
volume = {abs/2006.03217},
year = {2020},
url = {https://arxiv.org/abs/2006.03217},
eprinttype = {arXiv},
eprint = {2006.03217},
timestamp = {Sat, 23 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-03217.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-15413,
author = {Chiranjibi Sitaula and
Sunil Aryal},
title = {New Bag of Deep Visual Words based features to classify chest x-ray
images for {COVID-19} diagnosis},
journal = {CoRR},
volume = {abs/2012.15413},
year = {2020},
url = {https://arxiv.org/abs/2012.15413},
eprinttype = {arXiv},
eprint = {2012.15413},
timestamp = {Fri, 08 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2012-15413.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/SitaulaXZLA19,
author = {Chiranjibi Sitaula and
Yong Xiang and
Yushu Zhang and
Xuequan Lu and
Sunil Aryal},
title = {Indoor Image Representation by High-Level Semantic Features},
journal = {{IEEE} Access},
volume = {7},
pages = {84967--84979},
year = {2019},
url = {https://doi.org/10.1109/ACCESS.2019.2925002},
doi = {10.1109/ACCESS.2019.2925002},
timestamp = {Mon, 15 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/access/SitaulaXZLA19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ajiips/BaniyaAS19,
author = {Arbind Agrahari Baniya and
Sunil Aryal and
KC Santosh},
title = {A novel data pre-processing technique robust to units and scales of
measurement},
journal = {Aust. J. Intell. Inf. Process. Syst.},
volume = {16},
number = {3},
pages = {1--8},
year = {2019},
url = {http://ajiips.com.au/papers/V16.3/v16n3\_5-12.pdf},
timestamp = {Mon, 16 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ajiips/BaniyaAS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iconip/Sitaula0BAL19,
author = {Chiranjibi Sitaula and
Yong Xiang and
Anish Basnet and
Sunil Aryal and
Xuequan Lu},
editor = {Tom Gedeon and
Kok Wai Wong and
Minho Lee},
title = {Tag-Based Semantic Features for Scene Image Classification},
booktitle = {Neural Information Processing - 26th International Conference, {ICONIP}
2019, Sydney, NSW, Australia, December 12-15, 2019, Proceedings, Part
{III}},
series = {Lecture Notes in Computer Science},
volume = {11955},
pages = {90--102},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-36718-3\_8},
doi = {10.1007/978-3-030-36718-3\_8},
timestamp = {Thu, 05 Aug 2021 17:55:45 +0200},
biburl = {https://dblp.org/rec/conf/iconip/Sitaula0BAL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/psivt/Sitaula0AL19,
author = {Chiranjibi Sitaula and
Yong Xiang and
Sunil Aryal and
Xuequan Lu},
editor = {Chilwoo Lee and
Zhixun Su and
Akihiro Sugimoto},
title = {Unsupervised Deep Features for Privacy Image Classification},
booktitle = {Image and Video Technology - 9th Pacific-Rim Symposium, {PSIVT} 2019,
Sydney, NSW, Australia, November 18-22, 2019, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11854},
pages = {404--415},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-34879-3\_31},
doi = {10.1007/978-3-030-34879-3\_31},
timestamp = {Mon, 15 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/psivt/Sitaula0AL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1902-03402,
author = {Sunil Aryal and
Kai Ming Ting and
Takashi Washio and
Gholamreza Haffari},
title = {A new simple and effective measure for bag-of-word inter-document
similarity measurement},
journal = {CoRR},
volume = {abs/1902.03402},
year = {2019},
url = {http://arxiv.org/abs/1902.03402},
eprinttype = {arXiv},
eprint = {1902.03402},
timestamp = {Tue, 21 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1902-03402.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-04987,
author = {Chiranjibi Sitaula and
Yong Xiang and
Yushu Zhang and
Xuequan Lu and
Sunil Aryal},
title = {Indoor image representation by high-level semantic features},
journal = {CoRR},
volume = {abs/1906.04987},
year = {2019},
url = {http://arxiv.org/abs/1906.04987},
eprinttype = {arXiv},
eprint = {1906.04987},
timestamp = {Wed, 19 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1906-04987.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1909-09999,
author = {Chiranjibi Sitaula and
Yong Xiang and
Anish Basnet and
Sunil Aryal and
Xuequan Lu},
title = {Tag-based Semantic Features for Scene Image Classification},
journal = {CoRR},
volume = {abs/1909.09999},
year = {2019},
url = {http://arxiv.org/abs/1909.09999},
eprinttype = {arXiv},
eprint = {1909.09999},
timestamp = {Fri, 27 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1909-09999.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1909-10708,
author = {Chiranjibi Sitaula and
Yong Xiang and
Sunil Aryal and
Xuequan Lu},
title = {Unsupervised Deep Features for Privacy Image Classification},
journal = {CoRR},
volume = {abs/1909.10708},
year = {2019},
url = {http://arxiv.org/abs/1909.10708},
eprinttype = {arXiv},
eprint = {1909.10708},
timestamp = {Fri, 27 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1909-10708.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1909-12702,
author = {Sunil Aryal and
Arbind Agrahari Baniya and
KC Santosh},
title = {Improved histogram-based anomaly detector with the extended principal
component features},
journal = {CoRR},
volume = {abs/1909.12702},
year = {2019},
url = {http://arxiv.org/abs/1909.12702},
eprinttype = {arXiv},
eprint = {1909.12702},
timestamp = {Mon, 16 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1909-12702.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acsw/Santhanagopalan18,
author = {Meena Santhanagopalan and
Madhu Chetty and
Cameron Foale and
Sunil Aryal and
Britt Klein},
editor = {David Abramson},
title = {Modeling neurocognitive reaction time with gamma distribution},
booktitle = {Proceedings of the Australasian Computer Science Week Multiconference,
{ACSW} 2018, Brisbane, QLD, Australia, January 29 - February 02, 2018},
pages = {28:1--28:10},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3167918.3167941},
doi = {10.1145/3167918.3167941},
timestamp = {Tue, 20 Jun 2023 16:27:45 +0200},
biburl = {https://dblp.org/rec/conf/acsw/Santhanagopalan18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/TingAW18,
author = {Kai Ming Ting and
Sunil Aryal and
Takashi Washio},
title = {Which Outlier Detector Should {I} use?},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2018, Singapore,
November 17-20, 2018},
pages = {8},
publisher = {{IEEE} Computer Society},
year = {2018},
url = {https://doi.org/10.1109/ICDM.2018.00015},
doi = {10.1109/ICDM.2018.00015},
timestamp = {Mon, 15 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/TingAW18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iconip/Santhanagopalan18,
author = {Meena Santhanagopalan and
Madhu Chetty and
Cameron Foale and
Sunil Aryal and
Britt Klein},
editor = {Long Cheng and
Andrew Chi{-}Sing Leung and
Seiichi Ozawa},
title = {Relevance of Frequency of Heart-Rate Peaks as Indicator of 'Biological'
Stress Level},
booktitle = {Neural Information Processing - 25th International Conference, {ICONIP}
2018, Siem Reap, Cambodia, December 13-16, 2018, Proceedings, Part
{VII}},
series = {Lecture Notes in Computer Science},
volume = {11307},
pages = {598--609},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-04239-4\_54},
doi = {10.1007/978-3-030-04239-4\_54},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iconip/Santhanagopalan18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ivcnz/ShojanazeriATZL18,
author = {Hamid Shojanazeri and
Sunil Aryal and
Shyh Wei Teng and
Dengsheng Zhang and
Guojun Lu},
title = {Image Clustering Using a Similarity Measure Incorporating Human Perception},
booktitle = {2018 International Conference on Image and Vision Computing New Zealand,
{IVCNZ} 2018, Auckland, New Zealand, November 19-21, 2018},
pages = {1--6},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/IVCNZ.2018.8634744},
doi = {10.1109/IVCNZ.2018.8634744},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ivcnz/ShojanazeriATZL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ivcnz/ShojanazeriZTAL18,
author = {Hamid Shojanazeri and
Dengsheng Zhang and
Shyh Wei Teng and
Sunil Aryal and
Guojun Lu},
title = {A Novel Perceptual Dissimilarity Measure for Image Retrieval},
booktitle = {2018 International Conference on Image and Vision Computing New Zealand,
{IVCNZ} 2018, Auckland, New Zealand, November 19-21, 2018},
pages = {1--6},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/IVCNZ.2018.8634763},
doi = {10.1109/IVCNZ.2018.8634763},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ivcnz/ShojanazeriZTAL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/Aryal18,
author = {Sunil Aryal},
editor = {Dinh Q. Phung and
Vincent S. Tseng and
Geoffrey I. Webb and
Bao Ho and
Mohadeseh Ganji and
Lida Rashidi},
title = {Anomaly Detection Technique Robust to Units and Scales of Measurement},
booktitle = {Advances in Knowledge Discovery and Data Mining - 22nd Pacific-Asia
Conference, {PAKDD} 2018, Melbourne, VIC, Australia, June 3-6, 2018,
Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {10937},
pages = {589--601},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-319-93034-3\_47},
doi = {10.1007/978-3-319-93034-3\_47},
timestamp = {Mon, 15 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/Aryal18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/au/Aryal17,
author = {Sunil Aryal},
title = {A data-dependent dissimilarity measure: An effective alternative to
distance measures},
school = {Monash University, Australia},
year = {2017},
url = {https://doi.org/10.4225/03/5a2f0721de429},
doi = {10.4225/03/5A2F0721DE429},
timestamp = {Sat, 18 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/phd/au/Aryal17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kais/AryalTWH17,
author = {Sunil Aryal and
Kai Ming Ting and
Takashi Washio and
Gholamreza Haffari},
title = {Data-dependent dissimilarity measure: an effective alternative to
geometric distance measures},
journal = {Knowl. Inf. Syst.},
volume = {53},
number = {2},
pages = {479--506},
year = {2017},
url = {https://doi.org/10.1007/s10115-017-1046-0},
doi = {10.1007/S10115-017-1046-0},
timestamp = {Mon, 15 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kais/AryalTWH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/TingWWA17,
author = {Kai Ming Ting and
Takashi Washio and
Jonathan R. Wells and
Sunil Aryal},
title = {Defying the gravity of learning curve: a characteristic of nearest
neighbour anomaly detectors},
journal = {Mach. Learn.},
volume = {106},
number = {1},
pages = {55--91},
year = {2017},
url = {https://doi.org/10.1007/s10994-016-5586-4},
doi = {10.1007/S10994-016-5586-4},
timestamp = {Mon, 15 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/TingWWA17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ci/AryalT16,
author = {Sunil Aryal and
Kai Ming Ting},
title = {A Generic Ensemble Approach to Estimate Multidimensional Likelihood
in Bayesian Classifier Learning},
journal = {Comput. Intell.},
volume = {32},
number = {3},
pages = {458--479},
year = {2016},
url = {https://doi.org/10.1111/coin.12063},
doi = {10.1111/COIN.12063},
timestamp = {Mon, 15 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ci/AryalT16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/paisi/AryalTH16,
author = {Sunil Aryal and
Kai Ming Ting and
Gholamreza Haffari},
editor = {Michael Chau and
G. Alan Wang and
Hsinchun Chen},
title = {Revisiting Attribute Independence Assumption in Probabilistic Unsupervised
Anomaly Detection},
booktitle = {Intelligence and Security Informatics - 11th Pacific Asia Workshop,
{PAISI} 2016, Auckland, New Zealand, April 19, 2016, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {9650},
pages = {73--86},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-31863-9\_6},
doi = {10.1007/978-3-319-31863-9\_6},
timestamp = {Mon, 15 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/paisi/AryalTH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/airs/AryalTHW15,
author = {Sunil Aryal and
Kai Ming Ting and
Gholamreza Haffari and
Takashi Washio},
editor = {Guido Zuccon and
Shlomo Geva and
Hideo Joho and
Falk Scholer and
Aixin Sun and
Peng Zhang},
title = {Beyond tf-idf and Cosine Distance in Documents Dissimilarity Measure},
booktitle = {Information Retrieval Technology - 11th Asia Information Retrieval
Societies Conference, {AIRS} 2015, Brisbane, QLD, Australia, December
2-4, 2015. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {9460},
pages = {400--406},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-28940-3\_33},
doi = {10.1007/978-3-319-28940-3\_33},
timestamp = {Mon, 15 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/airs/AryalTHW15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/AryalTHW14,
author = {Sunil Aryal and
Kai Ming Ting and
Gholamreza Haffari and
Takashi Washio},
editor = {Ravi Kumar and
Hannu Toivonen and
Jian Pei and
Joshua Zhexue Huang and
Xindong Wu},
title = {Mp-Dissimilarity: {A} Data Dependent Dissimilarity Measure},
booktitle = {2014 {IEEE} International Conference on Data Mining, {ICDM} 2014,
Shenzhen, China, December 14-17, 2014},
pages = {707--712},
publisher = {{IEEE} Computer Society},
year = {2014},
url = {https://doi.org/10.1109/ICDM.2014.33},
doi = {10.1109/ICDM.2014.33},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/AryalTHW14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/AryalTWW14,
author = {Sunil Aryal and
Kai Ming Ting and
Jonathan R. Wells and
Takashi Washio},
editor = {Vincent S. Tseng and
Tu Bao Ho and
Zhi{-}Hua Zhou and
Arbee L. P. Chen and
Hung{-}Yu Kao},
title = {Improving iForest with Relative Mass},
booktitle = {Advances in Knowledge Discovery and Data Mining - 18th Pacific-Asia
Conference, {PAKDD} 2014, Tainan, Taiwan, May 13-16, 2014. Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {8444},
pages = {510--521},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-06605-9\_42},
doi = {10.1007/978-3-319-06605-9\_42},
timestamp = {Mon, 15 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/AryalTWW14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kais/TingWWLA13,
author = {Kai Ming Ting and
Takashi Washio and
Jonathan R. Wells and
Fei Tony Liu and
Sunil Aryal},
title = {DEMass: a new density estimator for big data},
journal = {Knowl. Inf. Syst.},
volume = {35},
number = {3},
pages = {493--524},
year = {2013},
url = {https://doi.org/10.1007/s10115-013-0612-3},
doi = {10.1007/S10115-013-0612-3},
timestamp = {Mon, 15 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kais/TingWWLA13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/AryalT13,
author = {Sunil Aryal and
Kai Ming Ting},
editor = {Jian Pei and
Vincent S. Tseng and
Longbing Cao and
Hiroshi Motoda and
Guandong Xu},
title = {MassBayes: {A} New Generative Classifier with Multi-dimensional Likelihood
Estimation},
booktitle = {Advances in Knowledge Discovery and Data Mining, 17th Pacific-Asia
Conference, {PAKDD} 2013, Gold Coast, Australia, April 14-17, 2013,
Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {7818},
pages = {136--148},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-37453-1\_12},
doi = {10.1007/978-3-642-37453-1\_12},
timestamp = {Mon, 15 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/AryalT13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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