2019 IEEE International Conference on Data Mining (ICDM)
Nov. 8 2019 to Nov. 11 2019
Beijing, China
ISBN: 978-1-7281-4604-1
Table of Contents
[Title page i] Freely available from IEEE.pp. 1-1
[Title page iii] Freely available from IEEE.pp. 3-3
[Copyright notice] Freely available from IEEE.pp. 4-4
Table of contents Freely available from IEEE.pp. 5-26
Message from the Conference Chairs Freely available from IEEE.pp. 27-27
Message from the Program Chairs Freely available from IEEE.pp. 28-29
Organizing Committee Freely available from IEEE.pp. 30-31
Program Committee Freely available from IEEE.pp. 32-50
Keynotes Full-text access may be available. Sign in or learn about subscription options.pp. 51-55
Collaborative Graph Walk for Semi-Supervised Multi-label Node Classification Full-text access may be available. Sign in or learn about subscription options.pp. 1-10
by Uchenna Akujuobi, Han Yufei, Qiannan Zhang, Xiangliang Zhang
Dataset Recommendation via Variational Graph Autoencoder Full-text access may be available. Sign in or learn about subscription options.pp. 11-20
by Basmah Altaf, Uchenna Akujuobi, Lu Yu, Xiangliang Zhang
CUDA: Contradistinguisher for Unsupervised Domain Adaptation Full-text access may be available. Sign in or learn about subscription options.pp. 21-30
by Sourabh Balgi, Ambedkar Dukkipati
An Efficient Policy Gradient Method for Conditional Dialogue Generation Full-text access may be available. Sign in or learn about subscription options.pp. 31-40
by Lei Cai, Shuiwang Ji
Supervised Class Distribution Learning for GANs-Based Imbalanced Classification Full-text access may be available. Sign in or learn about subscription options.pp. 41-50
by Zixin Cai, Xinyue Wang, Mingjie Zhou, Jian Xu, Liping Jing
NVSRN: A Neural Variational Scaling Reasoning Network for Initiative Response Generation Full-text access may be available. Sign in or learn about subscription options.pp. 51-60
by Jinxin Chang, Ruifang He, Haiyang Xu, Kun Han, Longbiao Wang, Xiangang Li, Jianwu Dang
InBEDE: Integrating Contextual Bandit with TD Learning for Joint Pricing and Dispatch of Ride-Hailing Platforms Full-text access may be available. Sign in or learn about subscription options.pp. 61-70
by Haipeng Chen, Yan Jiao, Zhiwei Qin, Xiaocheng Tang, Hao Li, Bo An, Hongtu Zhu, Jieping Ye
Neural Feature Search: A Neural Architecture for Automated Feature Engineering Full-text access may be available. Sign in or learn about subscription options.pp. 71-80
by Xiangning Chen, Qingwei Lin, Chuan Luo, Xudong Li, Hongyu Zhang, Yong Xu, Yingnong Dang, Kaixin Sui, Xu Zhang, Bo Qiao, Weiyi Zhang, Wei Wu, Murali Chintalapati, Dongmei Zhang
Preference Relationship-Based CrossCMN Scheme for Answer Ranking in Community QA Full-text access may be available. Sign in or learn about subscription options.pp. 81-90
by Qing Chen, Jianji Wang, Xuguang Lan, Nanning Zheng
Automatic Clustering by Detecting Significant Density Dips in Multiple Dimensions Full-text access may be available. Sign in or learn about subscription options.pp. 91-100
by Pantelis Chronis, Spiros Athanasiou, Spiros Skiadopoulos
Generative Oversampling with a Contrastive Variational Autoencoder Full-text access may be available. Sign in or learn about subscription options.pp. 101-109
by Wangzhi Dai, Kenney Ng, Kristen Severson, Wei Huang, Fred Anderson, Collin Stultz
MUSE-RNN: A Multilayer Self-Evolving Recurrent Neural Network for Data Stream Classification Full-text access may be available. Sign in or learn about subscription options.pp. 110-119
by Monidipa Das, Mahardhika Pratama, Septiviana Savitri, Jie Zhang
Learning Dynamic Author Representations with Temporal Language Models Full-text access may be available. Sign in or learn about subscription options.pp. 120-129
by Edouard Delasalles, Sylvain Lamprier, Ludovic Denoyer
Closed Form Word Embedding Alignment Full-text access may be available. Sign in or learn about subscription options.pp. 130-139
by Sunipa Dev, Safia Hassan, Jeff M Phillips
Reinforcement Learning Based Monte Carlo Tree Search for Temporal Path Discovery Full-text access may be available. Sign in or learn about subscription options.pp. 140-149
by Pengfei Ding, Guanfeng Liu, Pengpeng Zhao, An Liu, Zhixu Li, Kai Zheng
Learning Credible Deep Neural Networks with Rationale Regularization Full-text access may be available. Sign in or learn about subscription options.pp. 150-159
by Mengnan Du, Ninghao Liu, Fan Yang, Xia Hu
Beyond Geo-First Law: Learning Spatial Representations via Integrated Autocorrelations and Complementarity Full-text access may be available. Sign in or learn about subscription options.pp. 160-169
by Jiadi Du, Yunchao Zhang, Pengyang Wang, Jennifer Leopold, Yanjie Fu
Improving Spectral Clustering with Deep Embedding and Cluster Estimation Full-text access may be available. Sign in or learn about subscription options.pp. 170-179
by Liang Duan, Charu Aggarwal, Shuai Ma, Saket Sathe
Modeling Engagement Dynamics of Online Discussions using Relativistic Gravitational Theory Full-text access may be available. Sign in or learn about subscription options.pp. 180-189
by Subhabrata Dutta, Dipankar Das, Tanmoy Chakraborty
Large-Scale Personalized Delivery for Guaranteed Display Advertising with Real-Time Pacing Full-text access may be available. Sign in or learn about subscription options.pp. 190-199
by Zhen Fang, Yang Li, Chuanren Liu, Wenxiang Zhu, Yu Zheng, Wenjun Zhou
DCMN: Double Core Memory Network for Patient Outcome Prediction with Multimodal Data Full-text access may be available. Sign in or learn about subscription options.pp. 200-209
by Yujuan Feng, Zhenxing Xu, Lin Gan, Ning Chen, Bin Yu, Ting Chen, Fei Wang
Leveraging Hierarchical Representations for Preserving Privacy and Utility in Text Full-text access may be available. Sign in or learn about subscription options.pp. 210-219
by Oluwaseyi Feyisetan, Tom Diethe, Thomas Drake
Discovering Subdimensional Motifs of Different Lengths in Large-Scale Multivariate Time Series Full-text access may be available. Sign in or learn about subscription options.pp. 220-229
Tabular Cell Classification Using Pre-Trained Cell Embeddings Full-text access may be available. Sign in or learn about subscription options.pp. 230-239
by Majid Ghasemi Gol, Jay Pujara, Pedro Szekely
Streaming Random Patches for Evolving Data Stream Classification Full-text access may be available. Sign in or learn about subscription options.pp. 240-249
by Heitor Murilo Gomes, Jesse Read, Albert Bifet
Deep Multi-attributed Graph Translation with Node-Edge Co-Evolution Full-text access may be available. Sign in or learn about subscription options.pp. 250-259
by Xiaojie Guo, Liang Zhao, Cameron Nowzari, Setareh Rafatirad, Houman Homayoun, Sai Manoj Pudukotai Dinakarrao
Efficient Data Representation by Selecting Prototypes with Importance Weights Full-text access may be available. Sign in or learn about subscription options.pp. 260-269
by Karthik S. Gurumoorthy, Amit Dhurandhar, Guillermo Cecchi, Charu Aggarwal
Interpretable Feature Learning of Graphs using Tensor Decomposition Full-text access may be available. Sign in or learn about subscription options.pp. 270-279
by Shah Muhammad Hamdi, Rafal Angryk
Discriminatively Relabel for Partial Multi-label Learning Full-text access may be available. Sign in or learn about subscription options.pp. 280-288
by Shuo He, Ke Deng, Li Li, Senlin Shu, Li Liu
Distribution of Node Embeddings as Multiresolution Features for Graphs Full-text access may be available. Sign in or learn about subscription options.pp. 289-298
by Mark Heimann, Tara Safavi, Danai Koutra
Multi-aspect Mining of Complex Sensor Sequences Full-text access may be available. Sign in or learn about subscription options.pp. 299-308
by Takato Honda, Yasuko Matsubara, Ryo Neyama, Mutsumi Abe, Yasushi Sakurai
Online Budgeted Least Squares with Unlabeled Data Full-text access may be available. Sign in or learn about subscription options.pp. 309-318
by Chen Huang, Peiyan Li, Chongming Gao, Qinli Yang, Junming Shao
Bi-directional Causal Graph Learning through Weight-Sharing and Low-Rank Neural Network Full-text access may be available. Sign in or learn about subscription options.pp. 319-328
by Hao Huang, Chenxiao Xu, Shinjae Yoo
Matrix Profile XIX: Time Series Semantic Motifs: A New Primitive for Finding Higher-Level Structure in Time Series Full-text access may be available. Sign in or learn about subscription options.pp. 329-338
Forest Distance Closeness Centrality in Disconnected Graphs Full-text access may be available. Sign in or learn about subscription options.pp. 339-348
by Yujia Jin, Qi Bao, Zhongzhi Zhang
Computing Optimal Assignments in Linear Time for Approximate Graph Matching Full-text access may be available. Sign in or learn about subscription options.pp. 349-358
by Nils M. Kriege, Pierre-Louis Giscard, Franka Bause, Richard C. Wilson
Multi-hop Knowledge Base Question Answering with an Iterative Sequence Matching Model Full-text access may be available. Sign in or learn about subscription options.pp. 359-368
by Yunshi Lan, Shuohang Wang, Jing Jiang
Collaborative Distillation for Top-N Recommendation Full-text access may be available. Sign in or learn about subscription options.pp. 369-378
by Jae-woong Lee, Minjin Choi, Jongwuk Lee, Hyunjung Shim
HierCon: Hierarchical Organization of Technical Documents Based on Concepts Full-text access may be available. Sign in or learn about subscription options.pp. 379-388
by Keqian Li, Shiyang Li, Semih Yavuz, Hanwen Zha, Yu Su, Xifeng Yan
Classify EEG and Reveal Latent Graph Structure with Spatio-Temporal Graph Convolutional Neural Network Full-text access may be available. Sign in or learn about subscription options.pp. 389-398
by Xiaoyu Li, Buyue Qian, Jishang Wei, An Li, Xuan Liu, Qinghua Zheng
Learning Classifiers on Positive and Unlabeled Data with Policy Gradient Full-text access may be available. Sign in or learn about subscription options.pp. 399-408
by Tianyu Li, Chien-Chih Wang, Yukun Ma, Patricia Ortal, Qifang Zhao, Bjorn Stenger, Yu Hirate
Learning a Low-Rank Tensor of Pharmacogenomic Multi-relations from Biomedical Networks Full-text access may be available. Sign in or learn about subscription options.pp. 409-418
by Zhuliu Li, Wei Zhang, R Stephanie Huang, Rui Kuang
One-Stage Deep Instrumental Variable Method for Causal Inference from Observational Data Full-text access may be available. Sign in or learn about subscription options.pp. 419-428
by Adi Lin, Jie Lu, Junyu Xuan, Fujin Zhu, Guangquan Zhang
Guiding Cross-lingual Entity Alignment via Adversarial Knowledge Embedding Full-text access may be available. Sign in or learn about subscription options.pp. 429-438
by Xixun Lin, Hong Yang, Jia Wu, Chuan Zhou, Bin Wang
Exploring Semantic Relationships for Image Captioning without Parallel Data Full-text access may be available. Sign in or learn about subscription options.pp. 439-448
by Fenglin Liu, Meng Gao, Tianhao Zhang, Yuexian Zou
Cross-Modal Zero-Shot Hashing Full-text access may be available. Sign in or learn about subscription options.pp. 449-458
by Xuanwu Liu, Zhao Li, Jun Wang, Guoxian Yu, Carlotta Domenicon, Xiangliang Zhang
Performing Co-membership Attacks Against Deep Generative Models Full-text access may be available. Sign in or learn about subscription options.pp. 459-467
by Kin Sum Liu, Chaowei Xiao, Bo Li, Jie Gao
Matching Novelty While Training: Novel Recommendation Based on Personalized Pairwise Loss Weighting Full-text access may be available. Sign in or learn about subscription options.pp. 468-477
by Kachun Lo, Tsukasa Ishigaki
RiWalk: Fast Structural Node Embedding via Role Identification Full-text access may be available. Sign in or learn about subscription options.pp. 478-487
by Xuewei Ma, Geng Qin, Zhiyang Qiu, Mingxin Zheng, Zhe Wang
Sharp Characterization of Optimal Minibatch Size for Stochastic Finite Sum Convex Optimization Full-text access may be available. Sign in or learn about subscription options.pp. 488-497
by Atsushi Nitanda, Tomoya Murata, Taiji Suzuki
Temporal Self-Attention Network for Medical Concept Embedding Full-text access may be available. Sign in or learn about subscription options.pp. 498-507
by Xueping Peng, Guodong Long, Tao Shen, Sen Wang, Jing Jiang, Michael Blumenstein
Efficient Sketching Algorithm for Sparse Binary Data Full-text access may be available. Sign in or learn about subscription options.pp. 508-517
by Rameshwar Pratap, Debajyoti Bera, Karthik Revanuru
Exploiting Multi-domain Visual Information for Fake News Detection Full-text access may be available. Sign in or learn about subscription options.pp. 518-527
by Peng Qi, Juan Cao, Tianyun Yang, Junbo Guo, Jintao Li
Personalized Knowledge Graph Summarization: From the Cloud to Your Pocket Full-text access may be available. Sign in or learn about subscription options.pp. 528-537
by Tara Safavi, Caleb Belth, Lukas Faber, Davide Mottin, Emmanuel Müller, Danai Koutra
Learning to Sample: An Active Learning Framework Full-text access may be available. Sign in or learn about subscription options.pp. 538-547
by Jingyu Shao, Qing Wang, Fangbing Liu
Reinforced Molecule Generation with Heterogeneous States Full-text access may be available. Sign in or learn about subscription options.pp. 548-557
by Fangzhou Shi, Shan You, Chang Xu
Modeling Graphs with Vertex Replacement Grammars Full-text access may be available. Sign in or learn about subscription options.pp. 558-567
by Satyaki Sikdar, Justus Hibshman, Tim Weninger
M-estimation in Low-Rank Matrix Factorization: A General Framework Full-text access may be available. Sign in or learn about subscription options.pp. 568-577
by Wei Tu, Peng Liu, Jingyu Zhao, Yi Liu, Linglong Kong, Guodong Li, Bei Jiang, Guangjian Tian, Hengshuai Yao
Towards Making Deep Transfer Learning Never Hurt Full-text access may be available. Sign in or learn about subscription options.pp. 578-587
by Ruosi Wan, Haoyi Xiong, Xingjian Li, Zhanxing Zhu, Jun Huan
Generative Correlation Discovery Network for Multi-label Learning Full-text access may be available. Sign in or learn about subscription options.pp. 588-597
by Lichen Wang, Zhengming Ding, Seungju Han, Jae-Joon Han, Changkyu Choi, Yun Fu
A Semi-Supervised Graph Attentive Network for Financial Fraud Detection Full-text access may be available. Sign in or learn about subscription options.pp. 598-607
by Daixin Wang, Jianbin Lin, Peng Cui, Quanhui Jia, Zhen Wang, Yanming Fang, Quan Yu, Jun Zhou, Shuang Yang, Yuan Qi
DMFP: A Dynamic Multi-faceted Fine-Grained Preference Model for Recommendation Full-text access may be available. Sign in or learn about subscription options.pp. 608-617
by Huizhao Wang, Guanfeng Liu, Yan Zhao, Bolong Zheng, Pengpeng Zhao, Kai Zheng
DeepTrust: A Deep User Model of Homophily Effect for Trust Prediction Full-text access may be available. Sign in or learn about subscription options.pp. 618-627
by Qi Wang, Weiliang Zhao, Jian Yang, Jia Wu, Wenbin Hu, Qianli Xing
A Coarse-to-Fine Multi-stream Hybrid Deraining Network for Single Image Deraining Full-text access may be available. Sign in or learn about subscription options.pp. 628-637
by Yanyan Wei, Zhao Zhang, Haijun Zhang, Richang Hong, Meng Wang
XOR-Based Boolean Matrix Decomposition Full-text access may be available. Sign in or learn about subscription options.pp. 638-647
by Jörg Wicker, Yan Cathy Hua, Rayner Rebello, Bernhard Pfahringer
Domain-Adversarial Graph Neural Networks for Text Classification Full-text access may be available. Sign in or learn about subscription options.pp. 648-657
by Man Wu, Shirui Pan, Xingquan Zhu, Chuan Zhou, Lei Pan
Discriminative Regularized Deep Generative Models for Semi-Supervised Learning Full-text access may be available. Sign in or learn about subscription options.pp. 658-667
by Qianqian Xie, Jimin Huang, Min Peng, Yihan Zhang, Kaifei Peng, Hua Wang
Privacy-Preserving Auto-Driving: A GAN-Based Approach to Protect Vehicular Camera Data Full-text access may be available. Sign in or learn about subscription options.pp. 668-677
by Zuobin Xiong, Wei Li, Qilong Han, Zhipeng Cai
Social Trust Network Embedding Full-text access may be available. Sign in or learn about subscription options.pp. 678-687
by Pinghua Xu, Wenbin Hu, Jia Wu, Weiwei Liu, Bo Du, Jian Yang
VSB-DVM: An End-to-End Bayesian Nonparametric Generalization of Deep Variational Mixture Model Full-text access may be available. Sign in or learn about subscription options.pp. 688-697
by Xi Yang, Yuyao Yan, Kaizhu Huang, Rui Zhang
Neural Embedding Propagation on Heterogeneous Networks Full-text access may be available. Sign in or learn about subscription options.pp. 698-707
by Carl Yang, Jieyu Zhang, Jiawei Han
Discrete Overlapping Community Detection with Pseudo Supervision Full-text access may be available. Sign in or learn about subscription options.pp. 708-717
by Fanghua Ye, Chuan Chen, Zibin Zheng, Rong-Hua Li, Jeffrey Xu Yu
Identifying High Potential Talent: A Neural Network Based Dynamic Social Profiling Approach Full-text access may be available. Sign in or learn about subscription options.pp. 718-727
by Yuyang Ye, Hengshu Zhu, Tong Xu, Fuzhen Zhuang, Runlong Yu, Hui Xiong
Automatic Generation of Medical Imaging Diagnostic Report with Hierarchical Recurrent Neural Network Full-text access may be available. Sign in or learn about subscription options.pp. 728-737
by Changchang Yin, Buyue Qian, Jishang Wei, Xiaoyu Li, Xianli Zhang, Yang Li, Qinghua Zheng
Domain Knowledge Guided Deep Learning with Electronic Health Records Full-text access may be available. Sign in or learn about subscription options.pp. 738-747
by Changchang Yin, Rongjian Zhao, Buyue Qian, Xin Lv, Ping Zhang
Fast LSTM Inference by Dynamic Decomposition on Cloud Systems Full-text access may be available. Sign in or learn about subscription options.pp. 748-757
by Yang You, Yuxiong He, Samyam Rajbhandari, Wenhan Wang, Cho-Jui Hsieh, Kurt Keutzer, James Demmel
Self-Attentive Attributed Network Embedding Through Adversarial Learning Full-text access may be available. Sign in or learn about subscription options.pp. 758-767
by Wenchao Yu, Wei Cheng, Charu Aggarwal, Bo Zong, Haifeng Chen, Wei Wang
Generating Reliable Friends via Adversarial Training to Improve Social Recommendation Full-text access may be available. Sign in or learn about subscription options.pp. 768-777
by Junliang Yu, Min Gao, Hongzhi Yin, Jundong Li, Chongming Gao, Qinyong Wang
Transfer Learning with Dynamic Adversarial Adaptation Network Full-text access may be available. Sign in or learn about subscription options.pp. 778-786
by Chaohui Yu, Jindong Wang, Yiqiang Chen, Meiyu Huang
Mining Audio, Text and Visual Information for Talking Face Generation Full-text access may be available. Sign in or learn about subscription options.pp. 787-795
by Lingyun Yu, Jun Yu, Qiang Ling
Jointly Embedding the Local and Global Relations of Heterogeneous Graph for Rumor Detection Full-text access may be available. Sign in or learn about subscription options.pp. 796-805
by Chunyuan Yuan, Qianwen Ma, Wei Zhou, Jizhong Han, Songlin Hu
Learning Hierarchical and Shared Features for Improving 3D Neuron Reconstruction Full-text access may be available. Sign in or learn about subscription options.pp. 806-815
by Hao Yuan, Na Zou, Shaoting Zhang, Hanchuan Peng, Shuiwang Ji
PERCeIDs: PERiodic CommunIty Detection Full-text access may be available. Sign in or learn about subscription options.pp. 816-825
by Lin Zhang, Alexander Gorovits, Petko Bogdanov
Generalized Adversarial Training in Riemannian Space Full-text access may be available. Sign in or learn about subscription options.pp. 826-835
by Shufei Zhang, Kaizhu Huang, Rui Zhang, Amir Hussain
Learning Structured Twin-Incoherent Twin-Projective Latent Dictionary Pairs for Classification Full-text access may be available. Sign in or learn about subscription options.pp. 836-845
by Zhao Zhang, Yulin Sun, Zheng Zhang, Yang Wang, Guangcan Liu, Meng Wang
Adaptive Structure-Constrained Robust Latent Low-Rank Coding for Image Recovery Full-text access may be available. Sign in or learn about subscription options.pp. 846-855
by Zhao Zhang, Lei Wang, Sheng Li, Yang Wang, Zheng Zhang, Zhengjun Zha, Meng Wang
Machine Comprehension-Incorporated Relevance Matching Full-text access may be available. Sign in or learn about subscription options.pp. 856-865
by Chen Zhang, Hao Wang, Liang Zhou, Yijun Wang, Can Chen
Boosted Trajectory Calibration for Traffic State Estimation Full-text access may be available. Sign in or learn about subscription options.pp. 866-875
by Xitong Zhang, Liyang Xie, Zheng Wang, Jiayu Zhou
HiGitClass: Keyword-Driven Hierarchical Classification of GitHub Repositories Full-text access may be available. Sign in or learn about subscription options.pp. 876-885
by Yu Zhang, Frank F. Xu, Sha Li, Yu Meng, Xuan Wang, Qi Li, Jiawei Han
Aftershock Detection with Multi-scale Description Based Neural Network Full-text access may be available. Sign in or learn about subscription options.pp. 886-895
by Qi Zhang, Tong Xu, Hengshu Zhu, Lifu Zhang, Hui Xiong, Enhong Chen, Qi Liu
Know Your Mind: Adaptive Cognitive Activity Recognition with Reinforced CNN Full-text access may be available. Sign in or learn about subscription options.pp. 896-905
by Xiang Zhang, Lina Yao, Xianzhi Wang, Wenjie Zhang, Shuai Zhang, Yunhao Liu
Showing 100 out of 206
Load More
Load All