Data Science & Analytics

DeepCF: A Unified Framework of Representation Learning and Matching Function Learning in Recommender System AAAI 2019 Deep Comprehensive Correlation Mining for Image Clustering ICCV 2019 DeepDPM: Dynamic Population Mapping via Deep Neural Network AAAI 2019 DeepETA: A Spatial-Temporal Sequential Neural Network Model for Estimating Time of Arrival in Package Delivery System AAAI 2019 Deep Interest Evolution Network for Click-Through Rate Prediction AAAI 2019 Deep Latent Generative Models for Energy Disaggregation AAAI 2019 Deeply Fusing Reviews and Contents for Cold Start Users in Cross-Domain Recommendation Systems AAAI 2019 DeepRec: An Open-source Toolkit for Deep Learning based Recommendation IJCAI 2019 Deep Session Interest Network for Click-Through Rate Prediction IJCAI 2019 DeepSTN+: Context-Aware Spatial-Temporal Neural Network for Crowd Flow Prediction in Metropolis AAAI 2019 Deep Supervised Cross-Modal Retrieval CVPR 2019 DEFSI: Deep Learning Based Epidemic Forecasting with Synthetic Information AAAI 2019 Diffeomorphic Temporal Alignment Nets NeurIPS 2019 Differentially Private Community Detection in Attributed Social Networks ACML 2019 Discovering Latent Covariance Structures for Multiple Time Series ICML 2019 Discovering Regularities from Traditional Chinese Medicine Prescriptions via Bipartite Embedding Model IJCAI 2019 Discovering Reliable Dependencies from Data: Hardness and Improved Algorithms IJCAI 2019 Discovering Temporal Patterns from Insurance Interaction Data AAAI 2019 Discrete Social Recommendation AAAI 2019 Discrete Trust-aware Matrix Factorization for Fast Recommendation IJCAI 2019 DistillHash: Unsupervised Deep Hashing by Distilling Data Pairs CVPR 2019 Distributed Community Detection via Metastability of the 2-Choices Dynamics AAAI 2019 Distributed PageRank Computation: An Improved Theoretical Study AAAI 2019 Distribution Learning of a Random Spatial Field with a Location-Unaware Mobile Sensor NeurIPS 2019 DMRAN:A Hierarchical Fine-Grained Attention-Based Network for Recommendation IJCAI 2019