Selected Survey Papers
A Survey of Unsupervised Deep Domain Adaptation
Wilson, Garrett; Cook, Diane
TIST 11(5), September 2020
Video Object Segmentation and Tracking: A Survey
Yao, Rui; Lin, Guosheng; Xia, Shixiong; Zhao, Jiaqi; Zhou, Yong
TIST 11(4), July 2020
Adversarial Attacks on Deep Learning Models in Natural Language Processing: A Survey
Zhang, Wei; Sheng, Quan Z.; Alhazmi, Ahoud; Li, Chenliang
TIST 11(3), May 2020
Web Table Extraction, Retrieval and Augmentation: A Survey
Zhang, Shuo; Balog, Krisztian
TIST 11(2), March 2020
Survey and cross-benchmark comparison of remaining time prediction methods in business process monitoring
Verenich, Ilya; Dumas, Marlon; La Rosa, Marcello; Maggi, Fabrizio Maria; Teinemaa, Irene
TIST 10(4), August 2019
Trajectory Data Classification: A Review
Bian, Jiang; Tian, Dayong; Tang, Yuanyan; Tao, Dacheng
TIST 10(4), August 2019
Combating Fake News: A Survey on Identification and Mitigation Techniques
Sharma, Karishma; Qian, Feng; Jiang, He; Ruchansky, Natali; Zhang, Ming; Liu, Yan
TIST 10(3), May 2019
A Survey of Zero-Shot Learning: Settings, Methods and Applications
Wang, Wei; Zheng, Vincent W.; Yu, Han; Miao, Chunyan
TIST 10(2), February 2019
Federated Machine Learning: Concept and Applications
Liu, Yang; Yang, Qiang; Chen, Tianjian; Tong, Yongxin
TIST 10(2), February 2019
Deep Learning for Environmentally Robust Speech Recognition: An Overview of Recent Developments
Zhang, Zixing; Geiger, Jürgen; Pohjalainen, Jouni; Mousa, Amr; Jin, Wenyu; Schuller, Björn
TIST 9(5), July 2018
A Review of Co-saliency Detection Algorithms: Fundamentals, Applications, and Challenges
Zhang, Dingwen; Fu, Huazhu; Han, Junwei; Borji, Ali; Li, Xuelong
TIST 9(4), Feburary 2018
P2P Lending Survey: Platforms, Recent Advances and Prospects
Zhao, Hongke ; Ge, Yong; Liu, Qi; Wang, Guifeng; Chen, Enhong; Zhang, Hefu
TIST 8(6), May 2017
Tensors for Data Mining and Data Fusion: Models, Applications, and Scalable Algorithms
Papalexakis, Evangelos; Faloutsos, Christos; Sidiropoulos, Nicholas
TIST 8(2), August 2016
A Comprehensive Survey on Pose-Invariant Face Recognition
Tao, Dacheng; Ding, Changxing
TIST 7(3), November 2015
Intelligent Evacuation Management Systems: A Review
Mohd Ibrahim, Azhar; Venkat, Ibrahim; K.G., Subramanian; Khader, Ahamad Tajudin; De Wilde, Philippe
TIST 7(3), November 2015
Trajectory Data Mining: An Overview
Yu Zheng
TIST 6(3), May 2015
When Location Meets Social Multimedia: A Survey on Vision-Based Recognition and Mining for Geo-Social Multimedia Analytics
Rongrong Ji, Yue Gao, Wei Liu, Xing Xie, Qi Tian, Xuelong Li
TIST 6(1), April 2015
Sponsored Search Auctions: Recent Advances and Future Directions
Tao Qin, Wei Chen, Tie-Yan Liu
TIST 5(4), January 2015
Urban Computing: Concepts, Methodologies, and Applications
Yu Zheng, Licia Capra, Ouri Wolfson, Hai Yang
TIST 5(3), September 2014
Mining search and browse logs for web search: A Survey
Daxin Jiang, Jian Pei, Hang Li
TIST 4(4), September 2013
A survey of appearance models in visual object tracking
Xi Li, Weiming Hu, Chunhua Shen, Zhongfei Zhang, Anthony Dick, Anton Van Den Hengel
TIST 4(4), September 2013
Factorization Machines with libFM
Steffen Rendle
TIST 3(3), May 2012
Machine Recognition of Music Emotion: A Review
Yi-Hsuan Yang, Homer H. Chen
TIST 3(3), May 2012
Submodularity and its Applications in Optimized Information Gathering
Andreas Krause, Carlos Guestrin
TIST 2(4), July 2011
LIBSVM: A library for support vector machines
Chih-Chung Chang, Chih-Jen Lin
TIST 2(3), April 2011
Social network analysis and mining for business applications
Francesco Bonchi, Carlos Castillo, Aristides Gionis, Alejandro Jaimes
TIST 2(3), April 2011
Active learning in multimedia annotation and retrieval: A survey
Meng Wang, Xian-Sheng Hua
TIST 2(2), February 2011
Performance metrics for activity recognition
Jamie A. Ward, Paul Lukowicz, Hans W. Gellersen
TIST 2(1), January 2011