Abstract is missing.
- Incremental Multi-view Support Vector MachinePeng Zhou 0006, Yi-Dong Shen, Liang Du, Fan Ye. 1-9 [doi]
- Deep Multimodality Model for Multi-task Multi-view LearningLecheng Zheng, Yu Cheng, Jingrui He. 10-18 [doi]
- Augmented Multi-Task Learning by Optimal TransportBoyang Liu, Pang-Ning Tan, Jiayu Zhou. 19-27 [doi]
- Calibrating Probability Estimation Trees using Venn-Abers PredictorsUlf Johansson, Tuwe Löfström, Henrik Boström. 28-36 [doi]
- Deep Multi-view Information BottleneckQi Wang, Claire Boudreau, Qixing Luo, Pang-Ning Tan, Jiayu Zhou. 37-45 [doi]
- Forest Packing: Fast Parallel, Decision ForestsJames Browne, Disa Mhembere, Tyler M. Tomita, Joshua T. Vogelstein, Randal C. Burns. 46-54 [doi]
- Fast Unsupervised Location Category Inference from Highly Inaccurate Mobility DataJinfeng Yi, Qi Lei, Wesley M. Gifford, Ji Liu, Junchi Yan, Bowen Zhou. 55-63 [doi]
- GeoAttn: Localization of Social Media Messages via Attentional Memory NetworkSha Li, Chao Zhang 0014, Dongming Lei, Ji Li, Jiawei Han 0001. 64-72 [doi]
- Bus Travel Speed Prediction using Attention Network of Heterogeneous Correlation FeaturesYidan Sun, Guiyuan Jiang, Siew Kei Lam, Shicheng Chen, Peilan He. 73-81 [doi]
- A Nondeterministic Normalization based Scan Statistic (NN-scan) towards Robust Hotspot Detection: A Summary of ResultsYiqun Xie, Shashi Shekhar. 82-90 [doi]
- A Fast Algorithm for Combinatorial Hotspot Mining Based on Spatial Scan StatisticShin-ichi Minato, Jun Kawahara, Fumio Ishioka, Masahiro Mizuta, Koji Kurihara. 91-99 [doi]
- A Deep Spatio-Temporal Fuzzy Neural Network for Passenger Demand PredictionXiaoyuan Liang, Guiling Wang, Martin Renqiang Min, Yi Qi, Zhu Han. 100-108 [doi]
- AMAS: Attention Model for Attributed Sequence ClassificationZhongfang Zhuang, Xiangnan Kong, Elke A. Rundensteiner. 109-117 [doi]
- MM-Pred: A Deep Predictive Model for Multi-attribute Event SequenceLi Lin, Lijie Wen, Jianmin Wang 0001. 118-126 [doi]
- Constraint Programming for Association RulesMohamed-Bachir Belaid, Christian Bessiere, Nadjib Lazaar. 127-135 [doi]
- Linear Time Motif Discovery in Time SeriesXiaosheng Li, Jessica Lin 0001. 136-144 [doi]
- Deep Skip-Gram Networks for Text ClassificationChaochun Liu, Yaliang Li, Hongliang Fei, Ping Li 0001. 145-153 [doi]
- Mining Rules Incrementally over Large Knowledge BasesXiaofeng Zhou, Ali Sadeghian, Daisy Zhe Wang. 154-162 [doi]
- Optimally rotated coordinate systems for adaptive least-squares regression on sparse gridsBastian Bohn, Michael Griebel, Jens Oettershagen. 163-171 [doi]
- 0-Regularized Sparsity for Probabilistic Mixture ModelsDzung T. Phan, Tsuyoshi Idé. 172-180 [doi]
- Intrinsic Dimensionality Estimation within Tight LocalitiesLaurent Amsaleg, Oussama Chelly, Michael E. Houle, Ken-ichi Kawarabayashi, Milos Radovanovic, Weeris Treeratanajaru. 181-189 [doi]
- Identifying When Effect Restoration Will Improve Estimates of Causal EffectHüseyin Oktay, Akanksha Atrey, David D. Jensen. 190-198 [doi]
- We Are Not Your Real Parents: Telling Causal from Confounded using MDLDavid Kaltenpoth, Jilles Vreeken. 199-207 [doi]
- Query-Aware Bayesian Committee Machine for Scalable Gaussian Process RegressionJiayuan He, Jianzhong Qi 0001, Kotagiri Ramamohanarao. 208-216 [doi]
- A Novel Regularizer for Temporally Stable Learning with an Application to Twitter Topic ClassificationYakun Wang, Ga Wu, Mohamed Reda Bouadjenek, Scott Sanner, Sen Su, Zhongbao Zhang. 217-225 [doi]
- Efficient Summarizing of Evolving Events from Twitter StreamsThi-Huyen Nguyen, Tuan-Anh Hoang, Wolfgang Nejdl. 226-234 [doi]
- Hierarchical Attention Networks for Cyberbullying Detection on the Instagram Social NetworkLu Cheng, Ruocheng Guo, Yasin N. Silva, Deborah L. Hall, Huan Liu 0001. 235-243 [doi]
- SPMM: A Soft Piecewise Mapping Model for Bilingual Lexicon InductionYan Fan, Chengyu Wang 0001, Boxing Chen, Zhongkai Hu, Xiaofeng He. 244-252 [doi]
- Aspect-Based Sentiment Analysis with Minimal GuidanceHonglei Zhuang, Timothy P. Hanratty, Jiawei Har. 253-261 [doi]
- Joint Post and Link-level Influence Modeling on Social MediaLiangzhe Chen, B. Aditya Prakash. 262-270 [doi]
- Positive-Unlabeled Classification under Class Prior Shift and Asymmetric ErrorNontawat Charoenphakdee, Masashi Sugiyama. 271-279 [doi]
- Fast Training for Large-Scale One-versus-All Linear Classifiers using Tree-Structured InitializationHuang Fang, Minhao Cheng, Cho-Jui Hsieh, Michael P. Friedlander. 280-288 [doi]
- Towards Identifying Causal Relation Between Instances and LabelsTian-Zuo Wang, Sheng-Jun Huang, Zhi-Hua Zhou. 289-297 [doi]
- Discovering and Controlling for Latent Confounds in Text Classification Using Adversarial Domain AdaptationVirgile Landeiro, Tuan Tran, Aron Culotta. 298-305 [doi]
- A Bayesian Approach for Accurate Classification-Based AggregatesQ. A. Meertens, C. G. H. Diks, H. Jaap van den Herik, Frank W. Takes. 306-314 [doi]
- Decision List Optimization based on Continuous RelaxationYuzuru Okajima, Kunihiko Sadamasa. 315-323 [doi]
- Mining Maximal Induced Bicliques using Odd Cycle TransversalsKyle Kloster, Blair D. Sullivan, Andrew van der Poel. 324-332 [doi]
- DSL: Discriminative Subgraph Learning via Sparse Self-RepresentationLin Zhang, Petko Bogdanov. 333-341 [doi]
- Relationship Profiling over Social Networks: Reverse Smoothness from Similarity to ClosenessCarl Yang, Kevin Chang 0001. 342-350 [doi]
- Edge Replacement Grammars : A Formal Language Approach for Generating GraphsRevanth Reddy, Sarath Chandar, Balaraman Ravindran. 351-359 [doi]
- Temporal Graph Regression via Structure-Aware Intrinsic Representation LearningChao Han, Xi Hang Cao, Marija Stanojevic, Mohamed F. Ghalwash, Zoran Obradovic. 360-368 [doi]
- Multi-Dimensional, Multilayer, Nonlinear and Dynamic HITSFrancesca Arrigo, Francesco Tudisco. 369-377 [doi]
- Flow-Based Local Graph Clustering with Better Seed Set InclusionNate Veldt, Christine Klymko, David F. Gleich. 378-386 [doi]
- Spherical Principal Component AnalysisKai Liu 0018, Qiuwei Li, Hua Wang, Gongguo Tang. 387-395 [doi]
- Auto-Summarization: A Step Towards Unsupervised Learning of a Submodular MixtureChandrashekhar Lavania, Jeff A. Bilmes. 396-404 [doi]
- Learning Diverse Gaussian Graphical Models and Interpreting EdgesRoozbeh Yousefzadeh, Diane Oyen, Nina Lanza. 405-413 [doi]
- Deep Co-ClusteringDongkuan Xu, Wei Cheng, Bo Zong, Jingchao Ni, Dongjin Song, Wenchao Yu, Yuncong Chen, Haifeng Chen, Xiang Zhang 0001. 414-422 [doi]
- Discovering Multiple Co-Clusterings in SubspacesShixin Yao, Guoxian Yu, Xing Wang, Jun Wang 0035, Carlotta Domeniconi, Maozu Guo. 423-431 [doi]
- Accelerated Experimental Design for Pairwise ComparisonsYuan Guo, Jennifer G. Dy, Deniz Erdogmus, Jayashree Kalpathy-Cramer, Susan Ostmo, J. Peter Campbell, Michael F. Chiang, Stratis Ioannidis. 432-440 [doi]
- Region-Based Active Learning with Hierarchical and Adaptive Region ConstructionZhipeng Luo, Milos Hauskrecht. 441-449 [doi]
- Feature selection as Monte-Carlo Search in Growing Single Rooted Directed Acyclic Graph by Best Leaf IdentificationAurélien Pélissier, Atsuyoshi Nakamura, Koji Tabata. 450-458 [doi]
- Relative distance comparisons with confidence judgementsStefan Mojsilovic, Antti Ukkonen. 459-467 [doi]
- Doubly Robust Prediction and Evaluation Methods Improve Uplift Modeling for Observational DataYuta Saito, Hayato Sakata, Kazuhide Nakata. 468-476 [doi]
- EstImAgg: A Learning Framework for Groupwise Aggregated DataAvradeep Bhowmik, Minmin Chen, Zhengming Xing, Suju Rajan. 477-485 [doi]
- DTEC: Distance Transformation Based Early Time Series ClassificationLiuyi Yao, Yaliang Li, Yezheng Li, Hengtong Zhang, Mengdi Huai, Jing Gao 0004, Aidong Zhang. 486-494 [doi]
- Leveraging Subsequence-orders for Univariate and Multivariate Time-series ClassificationShoumik Roychoudhury, Fang Zhou, Zoran Obradovic. 495-503 [doi]
- Branch and Border: Partition-Based Change Detection in Multivariate Time SeriesBryan Hooi, Christos Faloutsos. 504-512 [doi]
- Spatial Context-Aware Networks for Mining Temporal Discriminative Period in Land Cover DetectionXiaowei Jia, Sheng Li 0001, Ankush Khandelwal, Guruprasad Nayak, Anuj Karpatne, Vipin Kumar. 513-521 [doi]
- Elastic bands across the path: A new framework and method to lower bound DTWChang Wei Tan, François Petitjean, Geoffrey I. Webb. 522-530 [doi]
- Coupled Clustering of Time-Series and NetworksYike Liu, Linhong Zhu, Pedro A. Szekely, Aram Galstyan, Danai Koutra. 531-539 [doi]
- Classifying Heterogeneous Sequential Data by Cyclic Domain Adaptation: An Application in Land Cover DetectionXiaowei Jia, Guruprasad Nayak, Ankush Khandelwal, Anuj Karpatne, Vipin Kumar. 540-548 [doi]
- Incomplete Conditional Density Estimation for Fast Materials DiscoveryPhuoc Nguyen, Truyen Tran 0001, Sunil Gupta 0001, Santu Rana, Matthew Barnett, Svetha Venkatesh. 549-557 [doi]
- Physics Guided RNNs for Modeling Dynamical Systems: A Case Study in Simulating Lake Temperature ProfilesXiaowei Jia, Jared Willard, Anuj Karpatne, Jordan S. Read, Jacob Zwart, Michael S. Steinbach, Vipin Kumar. 558-566 [doi]
- Reading Customer Reviews to Answer Product-related QuestionsMiao Fan, Chao Feng, Mingming Sun, Ping Li 0001, Haifeng Wang. 567-575 [doi]
- An Interpretable Fast Model for Predicting The Risk of Heart FailureXianli Zhang, Buyue Qian, Xiaoyu Li, Jishang Wei, Yingqian Zheng, Lingyun Song, Qinghua Zheng. 576-584 [doi]
- LSCP: Locally Selective Combination in Parallel Outlier EnsemblesYue Zhao, Zain Nasrullah, Maciej K. Hryniewicki, Zheng Li. 585-593 [doi]
- Deep Anomaly Detection on Attributed NetworksKaize Ding, Jundong Li, Rohit Bhanushali, Huan Liu 0001. 594-602 [doi]
- ABACUS: Unsupervised Multivariate Change Detection via Bayesian Source SeparationWenyu Zhang, Daniel E. Gilbert, David S. Matteson. 603-611 [doi]
- Learning On-the-Job to Re-rank Anomalies from Top-1 FeedbackHemank Lamba, Leman Akoglu. 612-620 [doi]
- SMF: Drift-Aware Matrix Factorization with Seasonal PatternsBryan Hooi, Kijung Shin, Shenghua Liu, Christos Faloutsos. 621-629 [doi]
- Multi-Stage Variational Auto-Encoders for Coarse-to-Fine Image GenerationLei Cai, Hongyang Gao, Shuiwang Ji. 630-638 [doi]
- Path-based Attribute-aware Representation Learning for Relation PredictionYing Shen, Desi Wen, Yaliang Li, Nan Du, Hai-Tao Zheng, Min Yang 0007. 639-647 [doi]
- Spatial Variational Auto-Encoding via Matrix-Variate Normal DistributionsZhengyang Wang, Hao Yuan, Shuiwang Ji. 648-656 [doi]
- Multi-dimensional Graph Convolutional NetworksYao Ma 0001, Suhang Wang, Charu C. Aggarwal, Dawei Yin, Jiliang Tang. 657-665 [doi]
- Autonomous Deep Learning: Continual Learning Approach for Dynamic EnvironmentsAndri Ashfahani, Mahardhika Pratama. 666-674 [doi]
- Deep Transfer Reinforcement Learning for Text SummarizationYaser Keneshloo, Naren Ramakrishnan, Chandan K. Reddy. 675-683 [doi]
- TMSA: A Mutual Learning Model for Topic Discovery and Word EmbeddingDingcheng Li, Jingyuan Zhang, Ping Li 0001. 684-692 [doi]
- Attentional Heterogeneous Graph Neural Network: Application to Program ReidentificationShen Wang, Zhengzhang Chen, Ding Li, Zhichun Li, Lu-An Tang, Jingchao Ni, Junghwan Rhee, Haifeng Chen, Philip S. Yu. 693-701 [doi]
- GPU Accelerated Sub-Sampled Newton's Method for Convex Classification ProblemsSudhir B. Kylasa, Fred (Farbod) Roosta, Michael W. Mahoney, Ananth Grama. 702-710 [doi]
- CP Tensor Decomposition with Cannot-Link Intermode ConstraintsJette Henderson, Bradley A. Malin, Joshua C. Denny, Abel N. Kho, Jimeng Sun, Joydeep Ghosh, Joyce C. Ho. 711-719 [doi]
- Find the dimension that counts: Fast dimension estimation and Krylov PCAShashanka Ubaru, Abd-Krim Seghouane, Yousef Saad. 720-728 [doi]
- Boolean matrix factorization meets consecutive ones propertyNikolaj Tatti, Pauli Miettinen. 729-737 [doi]
- Robust Factorization Machine: A Doubly Capped Norms MinimizationChenghao Liu, Teng Zhang, Jundong Li, Jianwen Yin, Peilin Zhao, Jianling Sun, Steven C. H. Hoi. 738-746 [doi]
- Collaborative Filtering with Noisy RatingsDongsheng Li, Chao Chen 0016, Zhilin Gong, Tun Lu, Stephen M. Chu, Ning Gu. 747-755 [doi]
- A Full Probabilistic Model for Yes/No Type Crowdsourcing in Multi-Class ClassificationBelen Saldias-Fuentes, Pavlos Protopapas, Karim Pichara B.. 756-764 [doi]
- Predicting Multiple Demographic Attributes with Task Specific Embedding Transformation and Attention NetworkRaehyun Kim, Hyunjae Kim, Janghyuk Lee, Jaewoo Kang. 765-773 [doi]
- Semantics-Aware Hidden Markov Model for Human MobilityHongzhi Shi, Hancheng Cao, Xiangxin Zhou, Yong Li 0008, Chao Zhang 0014, Vassilis Kostakos, Funing Sun, Fanchao Meng. 774-782 [doi]
- Dissecting the Learning Curve of Taxi Drivers: A Data-Driven ApproachMenghai Pan, Yanhua Li, Xun Zhou, Zhenming Liu, Rui Song, Hui Lu, Jun Luo. 783-791 [doi]
- Recommendations for optimizing the collective user experienceBehzad Golshan, Evimaria Terzi, Panayiotis Tsaparas. 792-800 [doi]
- Fairness in representation: quantifying stereotyping as a representational harmMohsen Abbasi, Sorelle A. Friedler, Carlos Scheidegger, Suresh Venkatasubramanian. 801-809 [doi]