Optical modulation format recognition for polarization-multiplexed coherent system using Chinese restaurant process

Author(s):  
Muguang Wang ◽  
Mengji Sun ◽  
Yuxiao Guo ◽  
Hongqian Mu ◽  
Beilei Wu ◽  
...  
2017 ◽  
Vol 35 (19) ◽  
pp. 4219-4226 ◽  
Author(s):  
Batdalai Sukh ◽  
Hiroki Kishikawa ◽  
Nobuo Goto ◽  
Ganbold Shagdar

2019 ◽  
Vol 37 (16) ◽  
pp. 3925-3931 ◽  
Author(s):  
Hiroki Kishikawa ◽  
Masaki Uetai ◽  
Nobuo Goto

Inventions ◽  
2018 ◽  
Vol 3 (4) ◽  
pp. 80 ◽  
Author(s):  
Georgios Palaiokrassas ◽  
Athanasios Voulodimos ◽  
Antonios Litke ◽  
Athanasios Papaoikonomou ◽  
Theodora Varvarigou

In this paper, we propose a method for event detection on social media, which aims at clustering media items into groups of events based on their textural information as well as available metadata. Our approach is based on distance-dependent Chinese Restaurant Process (ddCRP), a clustering approach resembling Dirichlet process algorithm. Furthermore, we scrutinize the effectiveness of a series of pre-processing steps in improving the detection performance. We experimentally evaluated our method using the Social Event Detection (SED) dataset of MediaEval 2013 benchmarking workshop, which pertains to the discovery of social events and their grouping in event-specific clusters. The obtained results indicate that the proposed method attains very good performance rates compared to existing approaches.


2020 ◽  
Vol 459 ◽  
pp. 124871 ◽  
Author(s):  
Ahmad Fallahpour ◽  
Fatemeh Alishahi ◽  
Ahmed Almaiman ◽  
Yinwen Cao ◽  
Amirhossein Mohajerin-Ariaei ◽  
...  

2019 ◽  
Vol 451 ◽  
pp. 23-27 ◽  
Author(s):  
Feng Wan ◽  
Bao-Jian Wu ◽  
Feng Wen ◽  
Kun Qiu

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