Papers
STG2Seq: Spatial-Temporal Graph to Sequence Model for Multi-step Passenger Demand Forecasting
Lei Bai, Lina Yao, Salil S. Kanhere et al.
Unobserved Is Not Equal to Non-existent: Using Gaussian Processes to Infer Immediate Rewards Across Contexts
Hamoon Azizsoltani, Yeo Jin Kim, Markel Sanz Ausin et al.
Inter-node Hellinger Distance based Decision Tree
Pritom Saha Akash, Md. Eusha Kadir, Amin Ahsan Ali et al.
Human-in-the-loop Active Covariance Learning for Improving Prediction in Small Data Sets
Homayun Afrabandpey, Tomi Peltola, Samuel Kaski
The Expected-Length Model of Options
David Abel, John Winder, Marie desJardins et al.
Neighborhood-Aware Attentional Representation for Multilingual Knowledge Graphs
Qiannan Zhu, Xiaofei Zhou, Jia Wu et al.
TransMS: Knowledge Graph Embedding for Complex Relations by Multidirectional Semantics
Shihui Yang, Jidong Tian, Honglun Zhang et al.
Graph Convolutional Networks using Heat Kernel for Semi-supervised Learning
Bingbing Xu, Huawei Shen, Qi Cao et al.
Boosting Causal Embeddings via Potential Verb-Mediated Causal Patterns
Zhipeng Xie, Feiteng Mu
Profit-driven Task Assignment in Spatial Crowdsourcing
Jinfu Xia, Yan Zhao, Guanfeng Liu et al.
Graph WaveNet for Deep Spatial-Temporal Graph Modeling
Zonghan Wu, Shirui Pan, Guodong Long et al.
A Modal Characterization Theorem for a Probabilistic Fuzzy Description Logic
Paul Wild, Lutz Schröder, Dirk Pattinson et al.
Cross-City Transfer Learning for Deep Spatio-Temporal Prediction
Leye Wang, Xu Geng, Xiaojuan Ma et al.
DatalogMTL: Computational Complexity and Expressive Power
Przemysław A. Wałęga, Bernardo Cuenca Grau, Mark Kaminski et al.
Out of Sight But Not Out of Mind: An Answer Set Programming Based Online Abduction Framework for Visual Sensemaking in Autonomous Driving
Jakob Suchan, Mehul Bhatt, Srikrishna Varadarajan
Estimating Causal Effects of Tone in Online Debates
Dhanya Sridhar, Lise Getoor
What Has Been Said? Identifying the Change Formula in a Belief Revision Scenario
Nicolas Schwind, Katsumi Inoue, Sébastien Konieczny et al.
Belief Update without Compactness in Non-finitary Languages
Jandson S Ribeiro, Abhaya Nayak, Renata Wassermann
Data Complexity and Rewritability of Ontology-Mediated Queries in Metric Temporal Logic under the Event-Based Semantics
Vladislav Ryzhikov, Przemyslaw Andrzej Walega, Michael Zakharyaschev
Boosting for Comparison-Based Learning
Michael Perrot, Ulrike von Luxburg
Monitoring of a Dynamic System Based on Autoencoders
Aomar Osmani, Massinissa Hamidi, Salah Bouhouche
Satisfaction and Implication of Integrity Constraints in Ontology-based Data Access
Charalampos Nikolaou, Bernardo Cuenca Grau, Egor V. Kostylev et al.
Automatic Verification of FSA Strategies via Counterexample-Guided Local Search for Invariants
Kailun Luo, Yongmei Liu
Geo-ALM: POI Recommendation by Fusing Geographical Information and Adversarial Learning Mechanism
Wei Liu, Zhi-Jie Wang, Bin Yao et al.