@proceedings {607,
	title = {MongoDB Clustering using K-means for Real-Time Song Recognition},
	journal = {2019 International Conference on Computing, Networking and Communications (ICNC)},
	year = {2019},
	month = {02/2019},
	pages = {350-354},
	publisher = {IEEE publisher},
	address = {18-21 Feb. 2019, Honolulu, Hawaii, USA},
	abstract = {<p>Recently, the increased competition in song recognition has led to the necessity to identify songs within very huge databases compared to previous years. Therefore, information retrieval technique requires a more efficient and scalable data storage framework. In this work, we propose an approach exploiting K-means clustering and describe strategies for improving accuracy and speed. In collaboration with an audio expert company providing us with 2.4 billion fingerprints data, we evaluated the performance of the proposed clustering and recognition algorithm.</p>
},
	keywords = {data analysis, data storage framework, information retrieval, information retrieval technique, K-means clustering, MongoDB clustering, MUSIC, pattern clustering, real-time song recognition, storage management},
	isbn = {978-1-5386-9223-3},
	issn = {978-1-5386-9224-0},
	doi = {10.1109/ICCNC.2019.8685489},
	author = {M. A. B. Sahbudin and M. Scarpa and S. Serrano}
}
@conference { 11570_3115060,
	title = {Application of MVDR and MUSIC spectrum sensing techniques with implementation of Node{\textquoteright}s prototype for cognitive radio Ad Hoc networks},
	booktitle = {ACM International Conference Proceeding Series},
	volume = {130526},
	year = {2017},
	publisher = {Association for Computing Machinery},
	organization = {Association for Computing Machinery},
	address = {New York, NY 10121-0701},
	keywords = {1707, AdHoc Networks, Cognitive Radio, Computer Networks and Communications, GNU-Radio, Human-Computer Interaction, IoT, MUSIC, MVDR, Software, Spectrum Sensing, USRPb200},
	isbn = {9781450352819} pages = {101{\textendash}106},
	doi = {10.1145/3128128.3128144},
	url = {http://portal.acm.org/},
	author = {El Barrak, Soumaya and Lyhyaoui, Abdelouahid and El Gonnouni, Amina and Puliafito, Antonio and Serrano, Salvatore}
}
