# 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

[\[Title page i\]](/content/csdl/proceedings-article/icdm/2019/460400z001/1h5XExgykGQ/index.html) Freely available from IEEE.pp. 1-1

[\[Title page iii\]](/content/csdl/proceedings-article/icdm/2019/460400z003/1h5XNyz8WUo/index.html) Freely available from IEEE.pp. 3-3

[\[Copyright notice\]](/content/csdl/proceedings-article/icdm/2019/460400z004/1h5XM5aSgow/index.html) Freely available from IEEE.pp. 4-4

[Table of contents](/content/csdl/proceedings-article/icdm/2019/460400z005/1h5XIHu8jVC/index.html) Freely available from IEEE.pp. 5-26

[Message from the Conference Chairs](/content/csdl/proceedings-article/icdm/2019/460400z027/1h5XGISywzS/index.html) Freely available from IEEE.pp. 27-27

[Message from the Program Chairs](/content/csdl/proceedings-article/icdm/2019/460400z028/1h5XK0EyIZq/index.html) Freely available from IEEE.pp. 28-29

[Organizing Committee](/content/csdl/proceedings-article/icdm/2019/460400z030/1h5XEUSWUJG/index.html) Freely available from IEEE.pp. 30-31

[Program Committee](/content/csdl/proceedings-article/icdm/2019/460400z032/1h5XKjTjbyw/index.html) Freely available from IEEE.pp. 32-50

[Keynotes](/content/csdl/proceedings-article/icdm/2019/460400z051/1h5XLE3kxQk/index.html) 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](/content/csdl/proceedings-article/icdm/2019/460400a001/1h5XOxd3BQY/index.html) Full-text access may be available. Sign in or learn about subscription options.pp. 1-10

by [Uchenna Akujuobi](/content/csdl/search/default?type=author&givenName=Uchenna&surname=Akujuobi/index.html), [Han Yufei](/content/csdl/search/default?type=author&givenName=Han&surname=Yufei/index.html), [Qiannan Zhang](/content/csdl/search/default?type=author&givenName=Qiannan&surname=Zhang/index.html), [Xiangliang Zhang](/content/csdl/search/default?type=author&givenName=Xiangliang&surname=Zhang/index.html)

[Dataset Recommendation via Variational Graph Autoencoder](/content/csdl/proceedings-article/icdm/2019/460400a011/1h5XJpz4ggM/index.html) Full-text access may be available. Sign in or learn about subscription options.pp. 11-20

by [Basmah Altaf](/content/csdl/search/default?type=author&givenName=Basmah&surname=Altaf/index.html), [Uchenna Akujuobi](/content/csdl/search/default?type=author&givenName=Uchenna&surname=Akujuobi/index.html), [Lu Yu](/content/csdl/search/default?type=author&givenName=Lu&surname=Yu/index.html), [Xiangliang Zhang](/content/csdl/search/default?type=author&givenName=Xiangliang&surname=Zhang/index.html)

[CUDA: Contradistinguisher for Unsupervised Domain Adaptation](/content/csdl/proceedings-article/icdm/2019/460400a021/1h5XJQBMNBS/index.html) Full-text access may be available. Sign in or learn about subscription options.pp. 21-30

by [Sourabh Balgi](/content/csdl/search/default?type=author&givenName=Sourabh&surname=Balgi/index.html), [Ambedkar Dukkipati](/content/csdl/search/default?type=author&givenName=Ambedkar&surname=Dukkipati/index.html)

[An Efficient Policy Gradient Method for Conditional Dialogue Generation](/content/csdl/proceedings-article/icdm/2019/460400a031/1h5XE2h9ze8/index.html) Full-text access may be available. Sign in or learn about subscription options.pp. 31-40

by [Lei Cai](/content/csdl/search/default?type=author&givenName=Lei&surname=Cai/index.html), [Shuiwang Ji](/content/csdl/search/default?type=author&givenName=Shuiwang&surname=Ji/index.html)

[Supervised Class Distribution Learning for GANs-Based Imbalanced Classification](/content/csdl/proceedings-article/icdm/2019/460400a041/1h5XHVWk27C/index.html) Full-text access may be available. Sign in or learn about subscription options.pp. 41-50

by [Zixin Cai](/content/csdl/search/default?type=author&givenName=Zixin&surname=Cai/index.html), [Xinyue Wang](/content/csdl/search/default?type=author&givenName=Xinyue&surname=Wang/index.html), [Mingjie Zhou](/content/csdl/search/default?type=author&givenName=Mingjie&surname=Zhou/index.html), [Jian Xu](/content/csdl/search/default?type=author&givenName=Jian&surname=Xu/index.html), [Liping Jing](/content/csdl/search/default?type=author&givenName=Liping&surname=Jing/index.html)

[NVSRN: A Neural Variational Scaling Reasoning Network for Initiative Response Generation](/content/csdl/proceedings-article/icdm/2019/460400a051/1h5XEKJmCeA/index.html) Full-text access may be available. Sign in or learn about subscription options.pp. 51-60

by [Jinxin Chang](/content/csdl/search/default?type=author&givenName=Jinxin&surname=Chang/index.html), [Ruifang He](/content/csdl/search/default?type=author&givenName=Ruifang&surname=He/index.html), [Haiyang Xu](/content/csdl/search/default?type=author&givenName=Haiyang&surname=Xu/index.html), [Kun Han](/content/csdl/search/default?type=author&givenName=Kun&surname=Han/index.html), [Longbiao Wang](/content/csdl/search/default?type=author&givenName=Longbiao&surname=Wang/index.html), [Xiangang Li](/content/csdl/search/default?type=author&givenName=Xiangang&surname=Li/index.html), [Jianwu Dang](/content/csdl/search/default?type=author&givenName=Jianwu&surname=Dang/index.html)

[InBEDE: Integrating Contextual Bandit with TD Learning for Joint Pricing and Dispatch of Ride-Hailing Platforms](/content/csdl/proceedings-article/icdm/2019/460400a061/1h5XKP4UHC0/index.html) Full-text access may be available. Sign in or learn about subscription options.pp. 61-70

by [Haipeng Chen](/content/csdl/search/default?type=author&givenName=Haipeng&surname=Chen/index.html), [Yan Jiao](/content/csdl/search/default?type=author&givenName=Yan&surname=Jiao/index.html), [Zhiwei Qin](/content/csdl/search/default?type=author&givenName=Zhiwei&surname=Qin/index.html), [Xiaocheng Tang](/content/csdl/search/default?type=author&givenName=Xiaocheng&surname=Tang/index.html), [Hao Li](/content/csdl/search/default?type=author&givenName=Hao&surname=Li/index.html), [Bo An](/content/csdl/search/default?type=author&givenName=Bo&surname=An/index.html), [Hongtu Zhu](/content/csdl/search/default?type=author&givenName=Hongtu&surname=Zhu/index.html), [Jieping Ye](/content/csdl/search/default?type=author&givenName=Jieping&surname=Ye/index.html)

[Neural Feature Search: A Neural Architecture for Automated Feature Engineering](/content/csdl/proceedings-article/icdm/2019/460400a071/1h5XEjhWYzS/index.html) Full-text access may be available. Sign in or learn about subscription options.pp. 71-80

by [Xiangning Chen](/content/csdl/search/default?type=author&givenName=Xiangning&surname=Chen/index.html), [Qingwei Lin](/content/csdl/search/default?type=author&givenName=Qingwei&surname=Lin/index.html), [Chuan Luo](/content/csdl/search/default?type=author&givenName=Chuan&surname=Luo/index.html), [Xudong Li](/content/csdl/search/default?type=author&givenName=Xudong&surname=Li/index.html), [Hongyu Zhang](/content/csdl/search/default?type=author&givenName=Hongyu&surname=Zhang/index.html), [Yong Xu](/content/csdl/search/default?type=author&givenName=Yong&surname=Xu/index.html), [Yingnong Dang](/content/csdl/search/default?type=author&givenName=Yingnong&surname=Dang/index.html), [Kaixin Sui](/content/csdl/search/default?type=author&givenName=Kaixin&surname=Sui/index.html), [Xu Zhang](/content/csdl/search/default?type=author&givenName=Xu&surname=Zhang/index.html), [Bo Qiao](/content/csdl/search/default?type=author&givenName=Bo&surname=Qiao/index.html), [Weiyi Zhang](/content/csdl/search/default?type=author&givenName=Weiyi&surname=Zhang/index.html), [Wei Wu](/content/csdl/search/default?type=author&givenName=Wei&surname=Wu/index.html), [Murali Chintalapati](/content/csdl/search/default?type=author&givenName=Murali&surname=Chintalapati/index.html), [Dongmei Zhang](/content/csdl/search/default?type=author&givenName=Dongmei&surname=Zhang/index.html)

[Preference Relationship-Based CrossCMN Scheme for Answer Ranking in Community QA](/content/csdl/proceedings-article/icdm/2019/460400a081/1h5XKLDJWVy/index.html) Full-text access may be available. Sign in or learn about subscription options.pp. 81-90

by [Qing Chen](/content/csdl/search/default?type=author&givenName=Qing&surname=Chen/index.html), [Jianji Wang](/content/csdl/search/default?type=author&givenName=Jianji&surname=Wang/index.html), [Xuguang Lan](/content/csdl/search/default?type=author&givenName=Xuguang&surname=Lan/index.html), [Nanning Zheng](/content/csdl/search/default?type=author&givenName=Nanning&surname=Zheng/index.html)

[Automatic Clustering by Detecting Significant Density Dips in Multiple Dimensions](/content/csdl/proceedings-article/icdm/2019/460400a091/1h5XMQzjMUo/index.html) Full-text access may be available. Sign in or learn about subscription options.pp. 91-100

by [Pantelis Chronis](/content/csdl/search/default?type=author&givenName=Pantelis&surname=Chronis/index.html), [Spiros Athanasiou](/content/csdl/search/default?type=author&givenName=Spiros&surname=Athanasiou/index.html), [Spiros Skiadopoulos](/content/csdl/search/default?type=author&givenName=Spiros&surname=Skiadopoulos/index.html)

[Generative Oversampling with a Contrastive Variational Autoencoder](/content/csdl/proceedings-article/icdm/2019/460400a101/1h5XMNbgCEE/index.html) Full-text access may be available. Sign in or learn about subscription options.pp. 101-109

by [Wangzhi Dai](/content/csdl/search/default?type=author&givenName=Wangzhi&surname=Dai/index.html), [Kenney Ng](/content/csdl/search/default?type=author&givenName=Kenney&surname=Ng/index.html), [Kristen Severson](/content/csdl/search/default?type=author&givenName=Kristen&surname=Severson/index.html), [Wei Huang](/content/csdl/search/default?type=author&givenName=Wei&surname=Huang/index.html), [Fred Anderson](/content/csdl/search/default?type=author&givenName=Fred&surname=Anderson/index.html), [Collin Stultz](/content/csdl/search/default?type=author&givenName=Collin&surname=Stultz/index.html)

[MUSE-RNN: A Multilayer Self-Evolving Recurrent Neural Network for Data Stream Classification](/content/csdl/proceedings-article/icdm/2019/460400a110/1h5XNPkTCmI/index.html) Full-text access may be available. Sign in or learn about subscription options.pp. 110-119

by [Monidipa Das](/content/csdl/search/default?type=author&givenName=Monidipa&surname=Das/index.html), [Mahardhika Pratama](/content/csdl/search/default?type=author&givenName=Mahardhika&surname=Pratama/index.html), [Septiviana Savitri](/content/csdl/search/default?type=author&givenName=Septiviana&surname=Savitri/index.html), [Jie Zhang](/content/csdl/search/default?type=author&givenName=Jie&surname=Zhang/index.html)

[Learning Dynamic Author Representations with Temporal Language Models](/content/csdl/proceedings-article/icdm/2019/460400a120/1h5XDVnFFkY/index.html) Full-text access may be available. Sign in or learn about subscription options.pp. 120-129

by [Edouard Delasalles](/content/csdl/search/default?type=author&givenName=Edouard&surname=Delasalles/index.html), [Sylvain Lamprier](/content/csdl/search/default?type=author&givenName=Sylvain&surname=Lamprier/index.html), [Ludovic Denoyer](/content/csdl/search/default?type=author&givenName=Ludovic&surname=Denoyer/index.html)

[Closed Form Word Embedding Alignment](/content/csdl/proceedings-article/icdm/2019/460400a130/1h5XE96F5io/index.html) Full-text access may be available. Sign in or learn about subscription options.pp. 130-139

by [Sunipa Dev](/content/csdl/search/default?type=author&givenName=Sunipa&surname=Dev/index.html), [Safia Hassan](/content/csdl/search/default?type=author&givenName=Safia&surname=Hassan/index.html), [Jeff M Phillips](/content/csdl/search/default?type=author&givenName=Jeff%20M&surname=Phillips/index.html)

[Reinforcement Learning Based Monte Carlo Tree Search for Temporal Path Discovery](/content/csdl/proceedings-article/icdm/2019/460400a140/1h5XH3xAeB2/index.html) Full-text access may be available. Sign in or learn about subscription options.pp. 140-149

by [Pengfei Ding](/content/csdl/search/default?type=author&givenName=Pengfei&surname=Ding/index.html), [Guanfeng Liu](/content/csdl/search/default?type=author&givenName=Guanfeng&surname=Liu/index.html), [Pengpeng Zhao](/content/csdl/search/default?type=author&givenName=Pengpeng&surname=Zhao/index.html), [An Liu](/content/csdl/search/default?type=author&givenName=An&surname=Liu/index.html), [Zhixu Li](/content/csdl/search/default?type=author&givenName=Zhixu&surname=Li/index.html), [Kai Zheng](/content/csdl/search/default?type=author&givenName=Kai&surname=Zheng/index.html)

[Learning Credible Deep Neural Networks with Rationale Regularization](/content/csdl/proceedings-article/icdm/2019/460400a150/1h5XIRE0dyM/index.html) Full-text access may be available. Sign in or learn about subscription options.pp. 150-159

by [Mengnan Du](/content/csdl/search/default?type=author&givenName=Mengnan&surname=Du/index.html), [Ninghao Liu](/content/csdl/search/default?type=author&givenName=Ninghao&surname=Liu/index.html), [Fan Yang](/content/csdl/search/default?type=author&givenName=Fan&surname=Yang/index.html), [Xia Hu](/content/csdl/search/default?type=author&givenName=Xia&surname=Hu/index.html)

[Beyond Geo-First Law: Learning Spatial Representations via Integrated Autocorrelations and Complementarity](/content/csdl/proceedings-article/icdm/2019/460400a160/1h5XHLRhjHy/index.html) Full-text access may be available. Sign in or learn about subscription options.pp. 160-169

by [Jiadi Du](/content/csdl/search/default?type=author&givenName=Jiadi&surname=Du/index.html), [Yunchao Zhang](/content/csdl/search/default?type=author&givenName=Yunchao&surname=Zhang/index.html), [Pengyang Wang](/content/csdl/search/default?type=author&givenName=Pengyang&surname=Wang/index.html), [Jennifer Leopold](/content/csdl/search/default?type=author&givenName=Jennifer&surname=Leopold/index.html), [Yanjie Fu](/content/csdl/search/default?type=author&givenName=Yanjie&surname=Fu/index.html)

[Improving Spectral Clustering with Deep Embedding and Cluster Estimation](/content/csdl/proceedings-article/icdm/2019/460400a170/1h5XGnV4T6w/index.html) Full-text access may be available. Sign in or learn about subscription options.pp. 170-179

by [Liang Duan](/content/csdl/search/default?type=author&givenName=Liang&surname=Duan/index.html), [Charu Aggarwal](/content/csdl/search/default?type=author&givenName=Charu&surname=Aggarwal/index.html), [Shuai Ma](/content/csdl/search/default?type=author&givenName=Shuai&surname=Ma/index.html), [Saket Sathe](/content/csdl/search/default?type=author&givenName=Saket&surname=Sathe/index.html)

[Modeling Engagement Dynamics of Online Discussions using Relativistic Gravitational Theory](/content/csdl/proceedings-article/icdm/2019/460400a180/1h5XGMD206I/index.html) Full-text access may be available. Sign in or learn about subscription options.pp. 180-189

by [Subhabrata Dutta](/content/csdl/search/default?type=author&givenName=Subhabrata&surname=Dutta/index.html), [Dipankar Das](/content/csdl/search/default?type=author&givenName=Dipankar&surname=Das/index.html), [Tanmoy Chakraborty](/content/csdl/search/default?type=author&givenName=Tanmoy&surname=Chakraborty/index.html)

[Large-Scale Personalized Delivery for Guaranteed Display Advertising with Real-Time Pacing](/content/csdl/proceedings-article/icdm/2019/460400a190/1h5XG0jfvjO/index.html) Full-text access may be available. Sign in or learn about subscription options.pp. 190-199

by [Zhen Fang](/content/csdl/search/default?type=author&givenName=Zhen&surname=Fang/index.html), [Yang Li](/content/csdl/search/default?type=author&givenName=Yang&surname=Li/index.html), [Chuanren Liu](/content/csdl/search/default?type=author&givenName=Chuanren&surname=Liu/index.html), [Wenxiang Zhu](/content/csdl/search/default?type=author&givenName=Wenxiang&surname=Zhu/index.html), [Yu Zheng](/content/csdl/search/default?type=author&givenName=Yu&surname=Zheng/index.html), [Wenjun Zhou](/content/csdl/search/default?type=author&givenName=Wenjun&surname=Zhou/index.html)

[DCMN: Double Core Memory Network for Patient Outcome Prediction with Multimodal Data](/content/csdl/proceedings-article/icdm/2019/460400a200/1h5XEO8PM8E/index.html) Full-text access may be available. Sign in or learn about subscription options.pp. 200-209

by [Yujuan Feng](/content/csdl/search/default?type=author&givenName=Yujuan&surname=Feng/index.html), [Zhenxing Xu](/content/csdl/search/default?type=author&givenName=Zhenxing&surname=Xu/index.html), [Lin Gan](/content/csdl/search/default?type=author&givenName=Lin&surname=Gan/index.html), [Ning Chen](/content/csdl/search/default?type=author&givenName=Ning&surname=Chen/index.html), [Bin Yu](/content/csdl/search/default?type=author&givenName=Bin&surname=Yu/index.html), [Ting Chen](/content/csdl/search/default?type=author&givenName=Ting&surname=Chen/index.html), [Fei Wang](/content/csdl/search/default?type=author&givenName=Fei&surname=Wang/index.html)

[Leveraging Hierarchical Representations for Preserving Privacy and Utility in Text](/content/csdl/proceedings-article/icdm/2019/460400a210/1h5XJ1RyTSM/index.html) Full-text access may be available. Sign in or learn about subscription options.pp. 210-219

by [Oluwaseyi Feyisetan](/content/csdl/search/default?type=author&givenName=Oluwaseyi&surname=Feyisetan/index.html), [Tom Diethe](/content/csdl/search/default?type=author&givenName=Tom&surname=Diethe/index.html), [Thomas Drake](/content/csdl/search/default?type=author&givenName=Thomas&surname=Drake/index.html)

[Discovering Subdimensional Motifs of Different Lengths in Large-Scale Multivariate Time Series](/content/csdl/proceedings-article/icdm/2019/460400a220/1h5XNFbSw7K/index.html) Full-text access may be available. Sign in or learn about subscription options.pp. 220-229

by [Yifeng Gao](/content/csdl/search/default?type=author&givenName=Yifeng&surname=Gao/index.html), [Jessica Lin](/content/csdl/search/default?type=author&givenName=Jessica&surname=Lin/index.html)

[Tabular Cell Classification Using Pre-Trained Cell Embeddings](/content/csdl/proceedings-article/icdm/2019/460400a230/1h5XORF1LTa/index.html) Full-text access may be available. Sign in or learn about subscription options.pp. 230-239

by [Majid Ghasemi Gol](/content/csdl/search/default?type=author&givenName=Majid&surname=Ghasemi%20Gol/index.html), [Jay Pujara](/content/csdl/search/default?type=author&givenName=Jay&surname=Pujara/index.html), [Pedro Szekely](/content/csdl/search/default?type=author&givenName=Pedro&surname=Szekely/index.html)

[Streaming Random Patches for Evolving Data Stream Classification](/content/csdl/proceedings-article/icdm/2019/460400a240/1h5XLqpJvm8/index.html) Full-text access may be available. Sign in or learn about subscription options.pp. 240-249

by [Heitor Murilo Gomes](/content/csdl/search/default?type=author&givenName=Heitor%20Murilo&surname=Gomes/index.html), [Jesse Read](/content/csdl/search/default?type=author&givenName=Jesse&surname=Read/index.html), [Albert Bifet](/content/csdl/search/default?type=author&givenName=Albert&surname=Bifet/index.html)

[Deep Multi-attributed Graph Translation with Node-Edge Co-Evolution](/content/csdl/proceedings-article/icdm/2019/460400a250/1h5XERvsWK4/index.html) Full-text access may be available. Sign in or learn about subscription options.pp. 250-259

by [Xiaojie Guo](/content/csdl/search/default?type=author&givenName=Xiaojie&surname=Guo/index.html), [Liang Zhao](/content/csdl/search/default?type=author&givenName=Liang&surname=Zhao/index.html), [Cameron Nowzari](/content/csdl/search/default?type=author&givenName=Cameron&surname=Nowzari/index.html), [Setareh Rafatirad](/content/csdl/search/default?type=author&givenName=Setareh&surname=Rafatirad/index.html), [Houman Homayoun](/content/csdl/search/default?type=author&givenName=Houman&surname=Homayoun/index.html), [Sai Manoj Pudukotai Dinakarrao](/content/csdl/search/default?type=author&givenName=Sai%20Manoj&surname=Pudukotai%20Dinakarrao/index.html)

[Efficient Data Representation by Selecting Prototypes with Importance Weights](/content/csdl/proceedings-article/icdm/2019/460400a260/1h5XM1JZ6Q8/index.html) Full-text access may be available. Sign in or learn about subscription options.pp. 260-269

by [Karthik S. Gurumoorthy](/content/csdl/search/default?type=author&givenName=Karthik%20S.&surname=Gurumoorthy/index.html), [Amit Dhurandhar](/content/csdl/search/default?type=author&givenName=Amit&surname=Dhurandhar/index.html), [Guillermo Cecchi](/content/csdl/search/default?type=author&givenName=Guillermo&surname=Cecchi/index.html), [Charu Aggarwal](/content/csdl/search/default?type=author&givenName=Charu&surname=Aggarwal/index.html)

[Interpretable Feature Learning of Graphs using Tensor Decomposition](/content/csdl/proceedings-article/icdm/2019/460400a270/1h5XJXhmm7S/index.html) Full-text access may be available. Sign in or learn about subscription options.pp. 270-279

by [Shah Muhammad Hamdi](/content/csdl/search/default?type=author&givenName=Shah%20Muhammad&surname=Hamdi/index.html), [Rafal Angryk](/content/csdl/search/default?type=author&givenName=Rafal&surname=Angryk/index.html)

[Discriminatively Relabel for Partial Multi-label Learning](/content/csdl/proceedings-article/icdm/2019/460400a280/1h5XEE0X4pW/index.html) Full-text access may be available. Sign in or learn about subscription options.pp. 280-288

by [Shuo He](/content/csdl/search/default?type=author&givenName=Shuo&surname=He/index.html), [Ke Deng](/content/csdl/search/default?type=author&givenName=Ke&surname=Deng/index.html), [Li Li](/content/csdl/search/default?type=author&givenName=Li&surname=Li/index.html), [Senlin Shu](/content/csdl/search/default?type=author&givenName=Senlin&surname=Shu/index.html), [Li Liu](/content/csdl/search/default?type=author&givenName=Li&surname=Liu/index.html)

[Distribution of Node Embeddings as Multiresolution Features for Graphs](/content/csdl/proceedings-article/icdm/2019/460400a289/1h5XLcVdD20/index.html) Full-text access may be available. Sign in or learn about subscription options.pp. 289-298

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