Zobrazeno 1 - 10
of 31
pro vyhledávání: '"Samira Pouyanfar"'
Autor:
Steven Luis, Yudong Tao, S. Sitharama Iyengar, Alonso Miguel, Maria Presa-Reyes, Tianyi Wang, Samira Pouyanfar, Mei-Ling Shyu, Haiman Tian, Shu-Ching Chen
Publikováno v:
ACM Computing Surveys. 54:1-35
From the start, the airline industry has remarkably connected countries all over the world through rapid long-distance transportation, helping people overcome geographic barriers. Consequently, this has ushered in substantial economic growth, both na
Autor:
Samira Pouyanfar, Azadeh Jaberi Jahromi, Atorod Azizinamini, Alireza Valikhani, Islam M. Mantawy
Publikováno v:
Computer-Aided Civil and Infrastructure Engineering. 36:213-226
Publikováno v:
Computers, Materials & Continua. 62:731-746
Publikováno v:
2020 ASEE Virtual Annual Conference Content Access Proceedings.
Autor:
S. Sitharama Iyengar, Shu-Ching Chen, Haiman Tian, Yudong Tao, Samira Pouyanfar, Maria Presa Reyes, Yilin Yan, Saad Sadiq, Mei-Ling Shyu
Publikováno v:
ACM Computing Surveys. 51:1-36
The field of machine learning is witnessing its golden era as deep learning slowly becomes the leader in this domain. Deep learning uses multiple layers to represent the abstractions of data to build computational models. Some key enabler deep learni
Publikováno v:
World Wide Web. 22:1893-1911
The fast and explosive growth of digital data in social media and World Wide Web has led to numerous opportunities and research activities in multimedia big data. Among them, disaster management applications have attracted a lot of attention in recen
Publikováno v:
World Wide Web. 22:1325-1341
Real-world applications usually encounter data with various modalities, each containing valuable information. To enhance these applications, it is essential to effectively analyze all information extracted from different data modalities, while most e
Publikováno v:
IEEE Transactions on Multimedia. 20:1024-1032
Multimedia concept detection is a challenging topic due to the well-known class imbalance issue, where the data instances are distributed unevenly across different classes. This problem becomes even more prominent when the minority class that contain
Publikováno v:
ACM Computing Surveys. 51:1-34
With the proliferation of online services and mobile technologies, the world has stepped into a multimedia big data era. A vast amount of research work has been done in the multimedia area, targeting different aspects of big data analytics, such as t