Abstract is missing.
- Graph Embedding Based Query Construction Over Knowledge GraphsRuijie Wang, Meng Wang, Jun Liu, Siyu Yao, Qinghua Zheng. 1-8 [doi]
- Detecting Overlapping Communities in Knowledge Graphs: A Density Optimization Based ApproachZunying Qin, Liyuan Huang, Bo She, Qiang Wang, Jingru Cui, Guodong Li. 9-16 [doi]
- DBkWik: A Consolidated Knowledge Graph from Thousands of WikisSven Hertling, Heiko Paulheim. 17-24 [doi]
- Stochastic Optimization for Market Return Prediction Using Financial Knowledge GraphXiaoyi Fu, Xinqi Ren, Ole J. Mengshoel, Xindong Wu 0001. 25-32 [doi]
- Confidence-Aware Negative Sampling Method for Noisy Knowledge Graph EmbeddingYingchun Shan, Chenyang Bu, Xiaojian Liu, Shengwei Ji, Lei Li. 33-40 [doi]
- Deep Co-Investment Network Learning for Financial AssetsYue Wang, Chenwei Zhang, Shen Wang, Philip S. Yu, Lu Bai, Lixin Cui. 41-48 [doi]
- DMTMV: A Unified Learning Framework for Deep Multi-task Multi-view LearningYi-Feng Wu, De-Chuan Zhan, Yuan Jiang 0001. 49-56 [doi]
- Biometric Recognition Through Eye Movements Using a Recurrent Neural NetworkShaohua Jia, Do Hyong Koh, Amanda Seccia, Pasha Antonenko, Richard L. Lamb, Andreas Keil, Matthew Schneps, Marc Pomplun. 57-64 [doi]
- Sentiment and Semantic Deep Hierarchical Attention Neural Network for Fine Grained News ClassificationSri Teja Allaparthi, Ganesh Yaparla, Vikram Pudi. 65-72 [doi]
- Forecast of Solar Energy Production - A Deep Learning ApproachRui Zhang, Minwei Feng, Wei Zhang, Siyuan Lu, Fei Wang. 73-82 [doi]
- Semi-Supervised Representation Learning: Transfer Learning with Manifold Regularized Auto-EncodersYi Zhu, Xuegang Hu, Yuhong Zhang, Pei-Pei Li. 83-90 [doi]
- Robust Lifelong Multi-task Multi-view Representation LearningGan Sun, Yang Cong, Jun Li, Yun Fu. 91-98 [doi]
- Chinese Entity Relation Extraction Based on Syntactic FeaturesYishun Jiang, Gongqing Wu, Chenyang Bu, Xuegang Hu. 99-105 [doi]
- Word Embedding Representation with Synthetic Position and Context Information for Relation ExtractionYunzhou Shi, Yujiu Yang, Yi Liu. 106-112 [doi]
- Short-Text Lexical Normalisation on Industrial Log DataMichael Stewart, Wei Liu 0006, Rachel Cardell-Oliver, Rui Wang. 113-122 [doi]
- Recommending Long-Tail Items Using Extended Tripartite GraphsAndrew Luke, Joseph Johnson, Yiu-Kai Ng. 123-130 [doi]
- Joint Embedding of Meta-Path and Meta-Graph for Heterogeneous Information NetworksLichao Sun, Lifang He 0001, Zhipeng Huang 0001, Bokai Cao, Congying Xia, Xiaokai Wei, Philip S. Yu. 131-138 [doi]
- Snapshot Visualization of Complex Graphs with Force-Directed AlgorithmsSe-Hang Cheong, Yain-Whar Si. 139-145 [doi]
- Galaxy: Towards Scalable and Interpretable Explanation on High-Dimensional and Spatio-Temporal Correlated Climate DataYong Zhuang, David L. Small, Xin Shu, Kui Yu, Shafiqul Islam, Wei Ding 0003. 146-153 [doi]
- KADetector: Automatic Identification of Key Actors in Online Hack Forums Based on Structured Heterogeneous Information NetworkYiming Zhang, Yujie Fan, Yanfang Ye, Liang Zhao 0002, Jiabin Wang, Qi Xiong, Fudong Shao. 154-161 [doi]
- On the Learning Capabilities of Recurrent Neural Networks: A Cryptographic PerspectiveShivin Srivastava, Ashutosh Bhatia. 162-167 [doi]
- An Out-of-the-box Full-Network Embedding for Convolutional Neural NetworksDario Garcia-Gasulla, Armand Vilalta, Ferran Parés, Eduard Ayguadé, Jesús Labarta, Ulises Cortés, Toyotaro Suzumura. 168-175 [doi]
- Deep Embedding Logistic RegressionZhicheng Cui, Muhan Zhang, Yixin Chen. 176-183 [doi]
- Neural Networks for Predicting the Output of wind flow Simulations Over Complex TopographiesMichael Mayo, Sarah Wakes, Chris Anderson. 184-191 [doi]
- Discriminative Graph AutoencoderHaifeng Jin, Qingquan Song, Xia Hu. 192-199 [doi]
- Discovering IMRaD Structure with Different ClassifiersSergio Ribeiro, Jingtao Yao, Denis Alcides Rezende. 200-204 [doi]
- Online Feature Selection for Streaming Features with High Redundancy Using Sliding-Window SamplingDianlong You, Xindong Wu 0001, Limin Shen, Zhen Chen, Chuan Ma, Song Deng. 205-212 [doi]
- TL-PC: An Interpretable Causal Relationship Networks on Older Adults Fall Influence FactorsZihan Li, Wei Ding 0003, Kui Yu, Suzanne G. Leveille, Pin Chen. 213-220 [doi]
- Risk Factor Analysis of Bone Mineral Density Based on Feature Selection in Type 2 DiabetesWei Wang, Bingbing Jiang, Shandong Ye, Liting Qian. 221-226 [doi]
- A Machine Learning Approach to Detecting Start Reading Location of eBooksSravan Babu Bodapati, Sriraghavendra Ramaswamy, Gururaj Narayanan. 227-234 [doi]
- Events Detection in Temporally Evolving Social NetworksS. A. S. Rajita Bommakanti, Subhrakanta Panda. 235-242 [doi]
- Decomposing TripAdvisor: Detecting Potentially Fraudulent Hotel Reviews in the Era of Big DataChristopher Harris. 243-251 [doi]
- Dynamic Overlapping Community Discovery Based on Core NodesYan Liu, Hong Yu. 252-259 [doi]
- LINKSOCIAL: Linking User Profiles Across Multiple Social Media PlatformsVishal Sharma, Curtis E. Dyreson. 260-267 [doi]
- Short-Attention Mechanism for Generative Dialogue SystemPengda Si, Yujiu Yang, Yi Liu. 268-273 [doi]
- Multi-target Core Network-Based Networked Multi-label ClassificationLei Li, Fang Zhang, Di Ma, Chuan Zhou, Xuegang Hu. 274-281 [doi]
- Generic Embedded Semantic Dictionary for Robust Multi-Label ClassificationZhengming Ding, Ming Shao, Sheng Li, Yun Fu. 282-289 [doi]
- Imbalanced Networked Multi-label Classification with Active LearningRuilong Zhang, Lei Li, Yuhong Zhang, Chenyang Bu. 290-297 [doi]
- Multi-label Learning Based on Label-Specific Feature ExtractionTing Nie. 298-305 [doi]
- Learning Discrimination Specific, Self-Collaborative and Nonlinear ModelDimche Kostadinov, Behrooz Razeghi, Svyatoslav Voloshynovskiy, Sohrab Ferdowsi. 306-313 [doi]
- Bayesian Inference for Survival Analysis in Private SettingTan Thong Nguyen, Siu Cheung Hui. 314-321 [doi]
- The k-Means Forest Classifier for High Dimensional DataZizhong Chen, Xin Ding, Shuyin Xia, Baiyun Chen. 322-327 [doi]
- Reinforcement Learning Based Decision Tree Induction Over Data Streams with Concept DriftsChristopher Blake, Eirini Ntoutsi. 328-335 [doi]
- Depth Recovery from a Single Image Based on L0 Gradient MinimizationFengyun Cao, Fei Xie. 336-341 [doi]
- Weight-Agnostic Hierarchical Stick-Breaking ProcessMrinal Kanti Das, Chiranjib Bhattacharyya. 342-349 [doi]
- Principal Sample Analysis for Data ReductionBenyamin Ghojogh, Mark Crowley 0001. 350-357 [doi]
- Fast Approximate Hubness Reduction for Large High-Dimensional DataRoman Feldbauer, Maximilian Leodolter, Claudia Plant, Arthur Flexer. 358-367 [doi]
- Opponent Resource Prediction in StarCraft Using Imperfect InformationWilliam Hamilton, M. Omair Shafiq. 368-375 [doi]
- Prediction of Aluminum Electrolysis Superheat Based on Improved Relative Density Noise Filter SMOYunsheng Liu, Shuyin Xia, Hong Yu, Yueguo Luo, Baiyun Chen, Kang Liu, Guoyin Wang. 376-381 [doi]
- Matrix Profile XIII: Time Series Snippets: A New Primitive for Time Series Data MiningShima Imani, Frank Madrid, Wei Ding, Scott Crouter, Eamonn J. Keogh. 382-389 [doi]
- Recommendation with Generalized Logistic TransformationZhuo-Lin Fu, Fan Min, Heng-Ru Zhang. 390-399 [doi]
- Mixed-Copula VaR for Portfolio Risk EvaluationLechuan Yin, Jiebin Chen, Zhao-Rong Lai. 400-408 [doi]
- A Standardized, and Extensible Framework for Comparative Analysis of Quantitative Finance Algorithms - An Open-Source Solution, and Examples of Baseline Experiments with DiscussionAlasdair Macindoe, Ognjen Arandjelovic. 409-414 [doi]
- Don't Do Imputation: Dealing with Informative Missing Values in EHR Data AnalysisJia Li, Mengdie Wang, Michael S. Steinbach, Vipin Kumar, György J. Simon. 415-422 [doi]
- Automatic Detection of Warped Patterns in Time Series: The Caterpillar AlgorithmMaximilian Leodolter, Norbert Brändle, Claudia Plant. 423-431 [doi]
- Stance Detection with Target and Target Towards AttentionWenqiang Gao, Yujiu Yang, Yi Liu. 432-439 [doi]
- State Transition Pattern with Periodic Wildcard GapsZhi-Heng Zhang, Wen-jie Zhai, Rong-Ping Shen, Sheng-Chao Zeng, Fan Min. 440-447 [doi]
- Nonlinear Dimensionality Reduction with Judicial Document LearningXiaofan Fang, Xianghao Zhao. 448-455 [doi]
- Data Fusion of Multiple Spatio-Temporal Data Sources for Improved Localisation in Cellular NetworkShixin Luo, Ying Li. 456-463 [doi]