Journal: TKDD

Volume 16, Issue 6

0 -- 0Ziyue Li 0002, Hao Yan, Fugee Tsung, Ke Zhang. Profile Decomposition Based Hybrid Transfer Learning for Cold-Start Data Anomaly Detection
0 -- 0Shaowei Wang, Lingling Zhang, Xuan Luo, Yi Yang, Xin Hu, Tao Qin, Jun Liu 0002. Computer Science Diagram Understanding with Topology Parsing
0 -- 0Jun-Gi Jang, Chaeheum Park, Changwon Jang, Geonsoo Kim, U Kang. Finding Key Structures in MMORPG Graph with Hierarchical Graph Summarization
0 -- 0Michele Coscia. Generalized Euclidean Measure to Estimate Distances on Multilayer Networks
0 -- 0Fu Jie Tey, Tin Yu Wu, Jiann-Liang Chen. Machine Learning-based Short-term Rainfall Prediction from Sky Data
0 -- 0Maya Benarous, Eran Toch, Irad Ben-Gal. Synthesis of Longitudinal Human Location Sequences: Balancing Utility and Privacy
0 -- 0Xiaoying Zhang, Hong Xie 0004, John C. S. Lui. Improving Bandit Learning Via Heterogeneous Information Networks: Algorithms and Applications
0 -- 0Ilkay Yildiz, Jennifer G. Dy, Deniz Erdogmus, Susan Ostmo, J. Peter Campbell, Michael F. Chiang, Stratis Ioannidis. Spectral Ranking Regression
0 -- 0Yu Wang 0072, Hanghang Tong, Ziye Zhu, Yun Li 0009. Nested Named Entity Recognition: A Survey
0 -- 0Zhaobo Wang, Yanmin Zhu, Qiaomei Zhang, Haobing Liu, Chunyang Wang, Tong Liu 0001. Graph-Enhanced Spatial-Temporal Network for Next POI Recommendation
0 -- 0Sindhu Tipirneni, Chandan K. Reddy. Self-Supervised Transformer for Sparse and Irregularly Sampled Multivariate Clinical Time-Series
0 -- 0Alessio Bechini, Alessandro Bondielli, José Luis Corcuera Bárcena, Pietro Ducange, Francesco Marcelloni, Alessandro Renda. A News-Based Framework for Uncovering and Tracking City Area Profiles: Assessment in Covid-19 Setting
0 -- 0Houping Xiao, Shiyu Wang. Toward Quality of Information Aware Distributed Machine Learning
0 -- 0Haoyi Xiong, Ruosi Wan, Jian Zhao, Zeyu Chen, Xingjian Li 0002, Zhanxing Zhu, Jun Huan. GrOD: Deep Learning with Gradients Orthogonal Decomposition for Knowledge Transfer, Distillation, and Adversarial Training
0 -- 0Xing Yang, Chen Zhang 0007, Baihua Zheng. Segment-Wise Time-Varying Dynamic Bayesian Network with Graph Regularization
0 -- 0Yue Hu, Ao Qu, Yanbing Wang, Daniel B. Work. Streaming Data Preprocessing via Online Tensor Recovery for Large Environmental Sensor Networks
0 -- 0Leonardo Pellegrina, Cyrus Cousins, Fabio Vandin, Matteo Riondato. MCRapper: Monte-Carlo Rademacher Averages for Poset Families and Approximate Pattern Mining
0 -- 0Derek DeSantis, Erik Skau, Duc P. Truong, Boian S. Alexandrov. Factorization of Binary Matrices: Rank Relations, Uniqueness and Model Selection of Boolean Decomposition
0 -- 0Pengfei Ma, Youxi Wu, Yan Li 0087, Lei Guo 0015, He Jiang 0001, Xingquan Zhu 0001, Xindong Wu 0001. HW-Forest: Deep Forest with Hashing Screening and Window Screening
0 -- 0Nengjun Zhu, Jian Cao 0001, Xinjiang Lu, Chuanren Liu, Hao Liu 0026, Yanyan Li, Xiangfeng Luo, Hui Xiong 0001. Predicting a Person's Next Activity Region with a Dynamic Region-Relation-Aware Graph Neural Network
0 -- 0Jianghui Cai, YuQing Yang, Haifeng Yang 0001, Xujun Zhao, Jing Hao. ARIS: A Noise Insensitive Data Pre-Processing Scheme for Data Reduction Using Influence Space
0 -- 0Reem A. Mahmoud, Hazem M. Hajj. Multi-objective Learning to Overcome Catastrophic Forgetting in Time-series Applications
0 -- 0Shilin Gu, Yuhua Qian, Chenping Hou. Incremental Feature Spaces Learning with Label Scarcity
0 -- 0Zhe Li, Chunhua Sun, Chunli Liu, Xiayu Chen, Meng Wang 0001, Yezheng Liu 0001. Dual-MGAN: An Efficient Approach for Semi-supervised Outlier Detection with Few Identified Anomalies
0 -- 0Marcel Jirina, Said Krayem. The Distance Function Optimization for the Near Neighbors-Based Classifiers