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ORCIDYilin Yan
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2020 – today
- 2024
[j12]Peng Guo, Yingjie Wang, Yilin Yan, Fei Wang
, Jiqiang Lyu, Wenyan Ge, Hao Chen, Juying Jiao:
Assessing the Spatiotemporal Variations in the Hydrological Response of the Qin River Basin in Loess Plateau, China. Remote. Sens. 16(9): 1603 (2024)- 2022
- [j11]Yilin Yan, Hao Wang, Guoping Li, Jin Xia, Fei Ge, Qiangyu Zeng, Xinyue Ren, Linyin Tan:
Projection of Future Extreme Precipitation in China Based on the CMIP6 from a Machine Learning Perspective. Remote. Sens. 14(16): 4033 (2022) - [j10]Hao Wang, Linyin Tan, Fugui Zhang, Jiafeng Zheng, Yanxia Liu, Qiangyu Zeng, Yilin Yan, Xinyue Ren, Jie Xiang:
Three-Dimensional Structure Analysis and Droplet Spectrum Characteristics of Southwest Vortex Precipitation System Based on GPM-DPR. Remote. Sens. 14(16): 4063 (2022)
2010 – 2019
- 2019
- [j9]Samira Pouyanfar, Saad Sadiq, Yilin Yan, Haiman Tian, Yudong Tao, Maria E. Presa Reyes, Mei-Ling Shyu, Shu-Ching Chen, S. S. Iyengar:
A Survey on Deep Learning: Algorithms, Techniques, and Applications. ACM Comput. Surv. 51(5): 92:1-92:36 (2019) - 2018
- [j8]Shengwei Tian, Yilin Yan, Long Yu, Mei Wang, Li Li:
Prediction of Anti-Malarial Activity Based on Deep Belief Network. Int. J. Comput. Intell. Appl. 17(3): 1850012:1-1850012:12 (2018) - [j7]Yilin Yan, Jonathan Chen, Mei-Ling Shyu:
Efficient Large-Scale Stance Detection in Tweets. Int. J. Multim. Data Eng. Manag. 9(3): 1-16 (2018) - [c24]Xinglong Lu, Yiwen Cao, Zhonghua Zhao, Yilin Yan:
Deep Reinforcement Learning Based Collision Avoidance Algorithm for Differential Drive Robot. ICIRA (1) 2018: 186-198 - [c23]Yilin Yan, Xichan Zhu, Maozhu Liao, Zhixiong Ma:
Danger Degree Evaluation Method of Crossroad Scenario Based on Naturalistic Driving Analysis. ITSC 2018: 1435-1440 - [c22]Samira Pouyanfar, Yudong Tao, Haiman Tian, Maria E. Presa Reyes, Yuexuan Tu, Yilin Yan, Tianyi Wang, Hector Cen Zheng, Yingxin Li, Saad Sadiq, Mei-Ling Shyu, Shu-Ching Chen, Winnie Chen, Tiffany Chen, Jonathan Chen:
Florida International University - University of Miami TRECVID 2018. TRECVID 2018 - 2017
- [j6]Yilin Yan, Min Chen, Saad Sadiq, Mei-Ling Shyu:
Efficient Imbalanced Multimedia Concept Retrieval by Deep Learning on Spark Clusters. Int. J. Multim. Data Eng. Manag. 8(1): 1-20 (2017) - [j5]Yilin Yan, Mei-Ling Shyu:
Correlation-Assisted Imbalance Multimedia Concept Mining and Retrieval. Int. J. Semantic Comput. 11(2): 209-228 (2017) - [c21]Saad Sadiq, Yudong Tao, Yilin Yan, Mei-Ling Shyu:
Mining Anomalies in Medicare Big Data Using Patient Rule Induction Method. BigMM 2017: 185-192 - [c20]Saad Sadiq, Yilin Yan, Asia Taylor, Mei-Ling Shyu, Shu-Ching Chen, Daniel Feaster:
AAFA: Associative Affinity Factor Analysis for Bot Detection and Stance Classification in Twitter. IRI 2017: 356-365 - [c19]Yilin Yan, Samira Pouyanfar, Yudong Tao, Haiman Tian, Maria E. Presa Reyes, Mei-Ling Shyu, Shu-Ching Chen, Winnie Chen, Tiffany Chen, Jonathan Chen:
Florida International University - University of Miami TRECVID 2017. TRECVID 2017 - 2016
- [j4]Yilin Yan, Mei-Ling Shyu, Qiusha Zhu:
Supporting Semantic Concept Retrieval with Negative Correlations in a Multimedia Big Data Mining System. Int. J. Semantic Comput. 10(2): 247-268 (2016) - [c18]Haiman Tian, Hsin-Yu Ha, Samira Pouyanfar, Yilin Yan, Sheng Guan, Shu-Ching Chen, Mei-Ling Shyu, Shahid Hamid:
A Scalable and Automatic Validation Process for Florida Public Hurricane Loss Model (Invited Paper). IRI 2016: 324-331 - [c17]Yilin Yan, Samira Pouyanfar, Haiman Tian, Sheng Guan, Hsin-Yu Ha, Shu-Ching Chen, Mei-Ling Shyu, Shahid Hamid:
Domain Knowledge Assisted Data Processing for Florida Public Hurricane Loss Model (Invited Paper). IRI 2016: 441-447 - [c16]Saad Sadiq, Yilin Yan, Mei-Ling Shyu, Shu-Ching Chen, Hemant Ishwaran:
Enhancing Multimedia Imbalanced Concept Detection Using VIMP in Random Forests. IRI 2016: 601-608 - [c15]Yilin Yan, Qiusha Zhu, Mei-Ling Shyu, Shu-Ching Chen:
A Classifier Ensemble Framework for Multimedia Big Data Classification. IRI 2016: 615-622 - [c14]Yilin Yan, Mei-Ling Shyu:
Enhancing Rare Class Mining in Multimedia Big Data by Concept Correlation. ISM 2016: 281-286 - [c13]Yilin Yan, Mei-Ling Shyu, Qiusha Zhu:
Negative Correlation Discovery for Big Multimedia Data Semantic Concept Mining and Retrieval. ICSC 2016: 55-62 - [c12]Yilin Yan, Samira Pouyanfar, Sheng Guan, Haiman Tian, Hsin-Yu Ha, Mei-Ling Shyu, Shu-Ching Chen, Winnie Chen, Tiffany Chen, Jonathan Chen:
Florida International University - University of Miami TRECVID 2016. TRECVID 2016 - 2015
- [j3]Dianting Liu, Yilin Yan, Mei-Ling Shyu, Guiru Zhao, Min Chen:
Spatio-Temporal Analysis for Human Action Detection and Recognition in Uncontrolled Environments. Int. J. Multim. Data Eng. Manag. 6(1): 1-18 (2015) - [j2]Hui-Fen Chiang, Jun-Wei Hsieh, Chi-Hung Chuang, Kai-Ting Chuang, Yilin Yan:
Modeling and recognizing action contexts in persons using sparse representation. J. Vis. Commun. Image Represent. 30: 252-265 (2015) - [j1]Li-Chih Chen, Jun-Wei Hsieh, Yilin Yan, Duan-Yu Chen:
Vehicle make and model recognition using sparse representation and symmetrical SURFs. Pattern Recognit. 48(6): 1979-1998 (2015) - [c11]Ssu-Ying Wang, Jun-Wei Hsieh, Yilin Yan, Li-Chih Chen, Duan-Yu Chen:
PLSA-based sparse representation for vehicle color classification. AVSS 2015: 1-6 - [c10]Yilin Yan, Min Chen, Mei-Ling Shyu, Shu-Ching Chen:
Deep Learning for Imbalanced Multimedia Data Classification. ISM 2015: 483-488 - [c9]Yilin Yan, Miguel Gavidia, Tarek Sayed, Hsin-Yu Ha, Mei-Ling Shyu, Shu-Ching Chen, Winnie Chen, Tiffany Chen:
Florida International University - University of Miami TRECVID 2015. TRECVID 2015 - 2014
- [c8]Weiming Li, Yilin Yan, Hao Tu, Jia Xu:
A dynamic taint tracking based method to detect sensitive information leaking. APNOMS 2014: 1-4 - [c7]Yilin Yan, Jun-Wei Hsieh, Hui-Fen Chiang, Shyi-Chyi Cheng, Duan-Yu Chen:
PLSA-Based Sparse Representation for Object Classification. ICPR 2014: 1295-1300 - [c6]Yilin Yan, Yang Liu, Mei-Ling Shyu, Min Chen:
Utilizing concept correlations for effective imbalanced data classification. IRI 2014: 561-568 - [c5]Tao Meng, Yang Liu, Mei-Ling Shyu, Yilin Yan, Chi-Min Shu:
Enhancing Multimedia Semantic Concept Mining and Retrieval by Incorporating Negative Correlations. ICSC 2014: 28-35 - [c4]Miguel Gavidia, Tarek Sayed, Yilin Yan, Quisha Zhu, Mei-Ling Shyu, Shu-Ching Chen, Hsin-Yu Ha, Ming Ma, Winnie Chen, Tiffany Chen:
Florida International University - University of Miami TRECVID 2014. TRECVID 2014 - 2013
- [c3]Xiaoxu Kang, Chao Yuan, Qingyun Zuo, Changwa Yao, Shoumian Chen, Yuhang Zhao, Yilin Yan, Yuanjun Xu, Weiping Zhou:
Fabrication of silicon-based MEMS capacitive microphone structure with thin starting wafer. ASICON 2013: 1-3 - [c2]Jun-Wei Hsieh, Kai-Ting Chuang, Yilin Yan, Li-Chih Chen:
Sparse representation for recognizing object-to-object actions under occlusions. ICIMCS 2013: 117-120 - [c1]Li-Chih Chen, Jun-Wei Hsieh, Yilin Yan, Duan-Yu Chen:
Vehicle make and model recognition using sparse representation and symmetrical SURFs. ITSC 2013: 1143-1148
Coauthor Index
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