Yilin Yan

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 22

Top Topics

Negative Correlation

Top Venues

Int. J. Multim. Data Eng. Manag.

Publications

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) (2024)
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) (2022)
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) (2022)
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) (2019)
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) (2018)
Yilin Yan, Jonathan Chen, Mei-Ling Shyu
Efficient Large-Scale Stance Detection in Tweets. Int. J. Multim. Data Eng. Manag. 9 (3) (2018)
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)
Yilin Yan, Xichan Zhu, Maozhu Liao, Zhixiong Ma
Danger Degree Evaluation Method of Crossroad Scenario Based on Naturalistic Driving Analysis. ITSC (2018)
Xinglong Lu, Yiwen Cao, Zhonghua Zhao, Yilin Yan
Deep Reinforcement Learning Based Collision Avoidance Algorithm for Differential Drive Robot. ICIRA (1) (2018)
Saad Sadiq, Yudong Tao, Yilin Yan, Mei-Ling Shyu
Mining Anomalies in Medicare Big Data Using Patient Rule Induction Method. BigMM (2017)
Yilin Yan, Mei-Ling Shyu
Correlation-Assisted Imbalance Multimedia Concept Mining and Retrieval. Int. J. Semantic Comput. 11 (2) (2017)
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)
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) (2017)
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)
Yilin Yan, Mei-Ling Shyu
Enhancing Rare Class Mining in Multimedia Big Data by Concept Correlation. ISM (2016)
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)
Yilin Yan, Mei-Ling Shyu, Qiusha Zhu
Negative Correlation Discovery for Big Multimedia Data Semantic Concept Mining and Retrieval. ICSC (2016)
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)
Yilin Yan, Qiusha Zhu, Mei-Ling Shyu, Shu-Ching Chen
A Classifier Ensemble Framework for Multimedia Big Data Classification. IRI (2016)
Saad Sadiq, Yilin Yan, Mei-Ling Shyu, Shu-Ching Chen, Hemant Ishwaran
Enhancing Multimedia Imbalanced Concept Detection Using VIMP in Random Forests. IRI (2016)
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) (2016)
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)
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 (2015)
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) (2015)
Yilin Yan, Min Chen, Mei-Ling Shyu, Shu-Ching Chen
Deep Learning for Imbalanced Multimedia Data Classification. ISM (2015)
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)
Ssu-Ying Wang, Jun-Wei Hsieh, Yilin Yan, Li-Chih Chen, Duan-Yu Chen
PLSA-based sparse representation for vehicle color classification. AVSS (2015)
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) (2015)
Weiming Li, Yilin Yan, Hao Tu, Jia Xu
A dynamic taint tracking based method to detect sensitive information leaking. APNOMS (2014)
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)
Yilin Yan, Jun-Wei Hsieh, Hui-Fen Chiang, Shyi-Chyi Cheng, Duan-Yu Chen
PLSA-Based Sparse Representation for Object Classification. ICPR (2014)
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)
Yilin Yan, Yang Liu, Mei-Ling Shyu, Min Chen
Utilizing concept correlations for effective imbalanced data classification. IRI (2014)
Li-Chih Chen, Jun-Wei Hsieh, Yilin Yan, Duan-Yu Chen
Vehicle make and model recognition using sparse representation and symmetrical SURFs. ITSC (2013)
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)
Jun-Wei Hsieh, Kai-Ting Chuang, Yilin Yan, Li-Chih Chen
Sparse representation for recognizing object-to-object actions under occlusions. ICIMCS (2013)