- Yu Lei
, Wenjie Li
:
Interactive Recommendation with User-Specific Deep Reinforcement Learning. ACM Trans. Knowl. Discov. Data 13(6): 61:1-61:15 (2019) - Qingyang Li, Zhiwen Yu
, Bin Guo
, Huang Xu
, Xinjiang Lu
:
Housing Demand Estimation Based on Express Delivery Data. ACM Trans. Knowl. Discov. Data 13(4): 43:1-43:25 (2019) - Chenyang Liu, Jian Cao, Shanshan Feng:
Leveraging Kernel-Incorporated Matrix Factorization for App Recommendation. ACM Trans. Knowl. Discov. Data 13(3): 31:1-31:27 (2019) - Xiaoming Liu, Chao Shen
, Xiaohong Guan, Yadong Zhou:
Digger: Detect Similar Groups in Heterogeneous Social Networks. ACM Trans. Knowl. Discov. Data 13(1): 2:1-2:27 (2019) - Shenghua Liu, Huawei Shen, Houdong Zheng, Xueqi Cheng, Xiangwen Liao:
CT LIS: Learning Influences and Susceptibilities through Temporal Behaviors. ACM Trans. Knowl. Discov. Data 13(6): 57:1-57:21 (2019) - Liang Ma, Mudhakar Srivatsa, Derya Cansever, Xifeng Yan, Sue Kase, Michelle Vanni:
Performance Bounds of Decentralized Search in Expert Networks for Query Answering. ACM Trans. Knowl. Discov. Data 13(2): 18:1-18:23 (2019) - Amin Mahmoudi
, Mohd Ridzwan Yaakub
, Azuraliza Abu Bakar:
The Relationship between Online Social Network Ties and User Attributes. ACM Trans. Knowl. Discov. Data 13(3): 26:1-26:15 (2019) - Dror Mughaz, Yaakov HaCohen-Kerner, Dov M. Gabbay:
Text Mining for Evaluating Authors' Birth and Death Years. ACM Trans. Knowl. Discov. Data 13(1): 7:1-7:24 (2019) - Fabricio Murai
, Bruno Ribeiro
, Don Towsley, Pinghui Wang:
Characterizing Directed and Undirected Networks via Multidimensional Walks with Jumps. ACM Trans. Knowl. Discov. Data 13(1): 11:1-11:33 (2019) - Jipeng Qiang
, Ping Chen, Wei Ding
, Tong Wang, Fei Xie, Xindong Wu:
Heterogeneous-Length Text Topic Modeling for Reader-Aware Multi-Document Summarization. ACM Trans. Knowl. Discov. Data 13(4): 42:1-42:21 (2019) - Martha Roseberry, Bartosz Krawczyk, Alberto Cano
:
Multi-Label Punitive kNN with Self-Adjusting Memory for Drifting Data Streams. ACM Trans. Knowl. Discov. Data 13(6): 60:1-60:31 (2019) - Doyen Sahoo
, Steven C. H. Hoi, Bin Li:
Large Scale Online Multiple Kernel Regression with Application to Time-Series Prediction. ACM Trans. Knowl. Discov. Data 13(1): 9:1-9:33 (2019) - Sina Sajadmanesh
, Sogol Bazargani, Jiawei Zhang, Hamid R. Rabiee
:
Continuous-Time Relationship Prediction in Dynamic Heterogeneous Information Networks. ACM Trans. Knowl. Discov. Data 13(4): 44:1-44:31 (2019) - Md Amran Siddiqui, Alan Fern, Thomas G. Dietterich, Weng-Keen Wong:
Sequential Feature Explanations for Anomaly Detection. ACM Trans. Knowl. Discov. Data 13(1): 1:1-1:22 (2019) - Qingquan Song, Hancheng Ge, James Caverlee, Xia Hu:
Tensor Completion Algorithms in Big Data Analytics. ACM Trans. Knowl. Discov. Data 13(1): 6:1-6:48 (2019) - Zhiqiang Tao, Hongfu Liu
, Sheng Li
, Zhengming Ding, Yun Fu:
Robust Spectral Ensemble Clustering via Rank Minimization. ACM Trans. Knowl. Discov. Data 13(1): 4:1-4:25 (2019) - Nikolaj Tatti
:
Density-Friendly Graph Decomposition. ACM Trans. Knowl. Discov. Data 13(5): 54:1-54:29 (2019) - Irene Teinemaa
, Marlon Dumas
, Marcello La Rosa, Fabrizio Maria Maggi:
Outcome-Oriented Predictive Process Monitoring: Review and Benchmark. ACM Trans. Knowl. Discov. Data 13(2): 17:1-17:57 (2019) - Bráulio Miranda Veloso
, Renato M. Assunção, Anderson A. Ferreira
, Nivio Ziviani:
In Search of a Stochastic Model for the E-News Reader. ACM Trans. Knowl. Discov. Data 13(6): 65:1-65:27 (2019) - Zhitao Wang
, Chengyao Chen, Wenjie Li
:
Information Diffusion Prediction with Network Regularized Role-based User Representation Learning. ACM Trans. Knowl. Discov. Data 13(3): 29:1-29:23 (2019) - Yuandong Wang
, Xuelian Lin, Hua Wei
, Tianyu Wo, Zhou Huang, Yong Zhang, Jie Xu:
A Unified Framework with Multi-source Data for Predicting Passenger Demands of Ride Services. ACM Trans. Knowl. Discov. Data 13(6): 56:1-56:24 (2019) - Yun Wang
, Guojie Song, Lun Du
, Zhicong Lu:
Real-Time Estimation of the Urban Air Quality with Mobile Sensor System. ACM Trans. Knowl. Discov. Data 13(5): 49:11-49:19 (2019) - Huan Wang, Jia Wu
, Wenbin Hu, Xindong Wu:
Detecting and Assessing Anomalous Evolutionary Behaviors of Nodes in Evolving Social Networks. ACM Trans. Knowl. Discov. Data 13(1): 12:1-12:24 (2019) - Zheng Wang, Xiaojun Ye, Chaokun Wang, Philip S. Yu:
Feature Selection via Transferring Knowledge Across Different Classes. ACM Trans. Knowl. Discov. Data 13(2): 22:1-22:29 (2019) - Jimmy Ming-Tai Wu, Jerry Chun-Wei Lin, Ashish Tamrakar:
High-Utility Itemset Mining with Effective Pruning Strategies. ACM Trans. Knowl. Discov. Data 13(6): 58:1-58:22 (2019) - Yanan Xu, Yanmin Zhu, Yanyan Shen, Jiadi Yu:
Fine-Grained Air Quality Inference with Remote Sensing Data and Ubiquitous Urban Data. ACM Trans. Knowl. Discov. Data 13(5): 46:1-46:27 (2019) - Yu Xue, Bing Xue, Mengjie Zhang:
Self-Adaptive Particle Swarm Optimization for Large-Scale Feature Selection in Classification. ACM Trans. Knowl. Discov. Data 13(5): 50:1-50:27 (2019) - Ruidong Yan
, Yi Li, Weili Wu, Deying Li, Yongcai Wang
:
Rumor Blocking through Online Link Deletion on Social Networks. ACM Trans. Knowl. Discov. Data 13(2): 16:1-16:26 (2019) - Wangdong Yang, Kenli Li, Keqin Li:
A Pipeline Computing Method of SpTV for Three-Order Tensors on CPU and GPU. ACM Trans. Knowl. Discov. Data 13(6): 63:1-63:27 (2019) - Wenmian Yang
, Kun Wang, Na Ruan, Wenyuan Gao, Weijia Jia
, Wei Zhao
, Nan Liu, Yunyong Zhang:
Time-Sync Video Tag Extraction Using Semantic Association Graph. ACM Trans. Knowl. Discov. Data 13(4): 37:1-37:24 (2019)