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ORCIDACM Transactions on Knowledge Discovery from Data, Volume 13
Volume 13, Number 1, January 2019
- Md Amran Siddiqui, Alan Fern, Thomas G. Dietterich, Weng-Keen Wong:
Sequential Feature Explanations for Anomaly Detection. 1:1-1:22 - Xiaoming Liu, Chao Shen
, Xiaohong Guan, Yadong Zhou:
Digger: Detect Similar Groups in Heterogeneous Social Networks. 2:1-2:27 - Paul Lagrée, Olivier Cappé, Bogdan Cautis, Silviu Maniu:
Algorithms for Online Influencer Marketing. 3:1-3:30 - Zhiqiang Tao, Hongfu Liu, Sheng Li, Zhengming Ding, Yun Fu:
Robust Spectral Ensemble Clustering via Rank Minimization. 4:1-4:25 - Bijay Prasad Jaysawal, Jen-Wei Huang:
PSP-AMS: Progressive Mining of Sequential Patterns Across Multiple Streams. 5:1-5:23 - Qingquan Song, Hancheng Ge, James Caverlee, Xia Hu:
Tensor Completion Algorithms in Big Data Analytics. 6:1-6:48 - Dror Mughaz, Yaakov HaCohen-Kerner, Dov M. Gabbay:
Text Mining for Evaluating Authors' Birth and Death Years. 7:1-7:24 - Hung-Hsuan Chen, Pu Chen:
Differentiating Regularization Weights - A Simple Mechanism to Alleviate Cold Start in Recommender Systems. 8:1-8:22 - Doyen Sahoo, Steven C. H. Hoi, Bin Li:
Large Scale Online Multiple Kernel Regression with Application to Time-Series Prediction. 9:1-9:33 - Tomás Barton, Tomas Bruna, Pavel Kordík:
Chameleon 2: An Improved Graph-Based Clustering Algorithm. 10 - Fabricio Murai, Bruno Ribeiro, Don Towsley, Pinghui Wang:
Characterizing Directed and Undirected Networks via Multidimensional Walks with Jumps. 11:1-11:33 - Huan Wang, Jia Wu, Wenbin Hu, Xindong Wu:
Detecting and Assessing Anomalous Evolutionary Behaviors of Nodes in Evolving Social Networks. 12:1-12:24 - Matthijs van Leeuwen, Polo Chau, Jilles Vreeken, Dafna Shahaf, Christos Faloutsos:
Addendum to the Special Issue on Interactive Data Exploration and Analytics (TKDD, Vol. 12 Iss. 1). 13:1-13:2
Volume 13, Number 2, June 2019
- Anas Katib, Praveen Rao, Kobus Barnard, Charles A. Kamhoua:
Fast Approximate Score Computation on Large-Scale Distributed Data for Learning Multinomial Bayesian Networks. 14:1-14:40 - Xiaofeng Gao, Zhenhao Cao, Sha Li, Bin Yao, Guihai Chen, Shaojie Tang:
Taxonomy and Evaluation for Microblog Popularity Prediction. 15:1-15:40 - Ruidong Yan, Yi Li, Weili Wu, Deying Li, Yongcai Wang:
Rumor Blocking through Online Link Deletion on Social Networks. 16:1-16:26 - Irene Teinemaa, Marlon Dumas, Marcello La Rosa, Fabrizio Maria Maggi:
Outcome-Oriented Predictive Process Monitoring: Review and Benchmark. 17:1-17:57 - Liang Ma, Mudhakar Srivatsa, Derya Cansever, Xifeng Yan, Sue Kase, Michelle Vanni:
Performance Bounds of Decentralized Search in Expert Networks for Query Answering. 18:1-18:23 - Kishlay Jha, Guangxu Xun, Vishrawas Gopalakrishnan, Aidong Zhang:
DWE-Med: Dynamic Word Embeddings for Medical Domain. 19:1-19:21 - Jose Cadena, Feng Chen, Anil Vullikanti:
Near-Optimal and Practical Algorithms for Graph Scan Statistics with Connectivity Constraints. 20:1-20:33 - Bingbing Jiang, Chang Li, Maarten de Rijke, Xin Yao, Huanhuan Chen:
Probabilistic Feature Selection and Classification Vector Machine. 21:1-21:27 - Zheng Wang, Xiaojun Ye, Chaokun Wang, Philip S. Yu:
Feature Selection via Transferring Knowledge Across Different Classes. 22:1-22:29 - Junyuan Hong, Yang Li, Huanhuan Chen:
Variant Grassmann Manifolds: A Representation Augmentation Method for Action Recognition. 23:1-23:23 - Yumeng Guo, Fulai Chung, Guozheng Li, Jiancong Wang, James C. Gee:
Leveraging Label-Specific Discriminant Mapping Features for Multi-Label Learning. 24:1-24:23
Volume 13, Number 3, July 2019
- Wensheng Gan, Jerry Chun-Wei Lin, Philippe Fournier-Viger, Han-Chieh Chao, Philip S. Yu:
A Survey of Parallel Sequential Pattern Mining. 25:1-25:34 - Amin Mahmoudi, Mohd Ridzwan Yaakub, Azuraliza Abu Bakar:
The Relationship between Online Social Network Ties and User Attributes. 26:1-26:15 - Yao Zhou, Lei Ying, Jingrui He:
Multi-task Crowdsourcing via an Optimization Framework. 27:1-27:26 - Xuchao Zhang, Shuo Lei, Liang Zhao, Arnold P. Boedihardjo, Chang-Tien Lu:
Robust Regression via Heuristic Corruption Thresholding and Its Adaptive Estimation Variation. 28:1-28:22 - Zhitao Wang, Chengyao Chen, Wenjie Li:
Information Diffusion Prediction with Network Regularized Role-based User Representation Learning. 29:1-29:23 - Fujiao Ju, Yanfeng Sun, Junbin Gao, Michael Antolovich, Jun-Liang Dong, Baocai Yin:
Tensorizing Restricted Boltzmann Machine. 30:1-30:16 - Chenyang Liu, Jian Cao, Shanshan Feng:
Leveraging Kernel-Incorporated Matrix Factorization for App Recommendation. 31:1-31:27 - Mahdi Dehghan, Ahmad Ali Abin:
Translations Diversification for Expert Finding: A Novel Clustering-based Approach. 32:1-32:20 - Mohsin Iqbal, Asim Karim, Faisal Kamiran:
Balancing Prediction Errors for Robust Sentiment Classification. 33:1-33:21 - Mingyue Zhang, Xuan Wei, Xunhua Guo, Guoqing Chen, Qiang Wei:
Identifying Complements and Substitutes of Products: A Neural Network Framework Based on Product Embedding. 34:1-34:29 - Yourong Huang, Zhu Xiao, Xiaoyou Yu, Dong Wang, Vincent Havyarimana, Jing Bai:
Road Network Construction with Complex Intersections Based on Sparsely Sampled Private Car Trajectory Data. 35:1-35:28
Volume 13, Number 4, August 2019
- Fadi Dornaika:
Active Two Phase Collaborative Representation Classifier. 36:1-36:10 - Wenmian Yang, Kun Wang, Na Ruan, Wenyuan Gao, Weijia Jia, Wei Zhao, Nan Liu, Yunyong Zhang:
Time-Sync Video Tag Extraction Using Semantic Association Graph. 37:1-37:24 - Victor Amelkin, Petko Bogdanov, Ambuj K. Singh:
A Distance Measure for the Analysis of Polar Opinion Dynamics in Social Networks. 38:1-38:34 - Haoran Chen, Jinghua Li, Junbin Gao, Yanfeng Sun, Yongli Hu, Baocai Yin:
Maximally Correlated Principal Component Analysis Based on Deep Parameterization Learning. 39:1-39:17 - Laura Fernández Gallardo, Ramon Sanchez-Iborra:
On the Impact of Voice Encoding and Transmission on the Predictions of Speaker Warmth and Attractiveness. 40:1-40:17 - Carmela Comito, Agostino Forestiero, Clara Pizzuti:
Bursty Event Detection in Twitter Streams. 41:1-41:28 - Jipeng Qiang, Ping Chen, Wei Ding, Tong Wang, Fei Xie, Xindong Wu:
Heterogeneous-Length Text Topic Modeling for Reader-Aware Multi-Document Summarization. 42:1-42:21 - Qingyang Li, Zhiwen Yu, Bin Guo, Huang Xu, Xinjiang Lu:
Housing Demand Estimation Based on Express Delivery Data. 43:1-43:25 - Sina Sajadmanesh, Sogol Bazargani, Jiawei Zhang, Hamid R. Rabiee:
Continuous-Time Relationship Prediction in Dynamic Heterogeneous Information Networks. 44:1-44:31 - Irad Ben-Gal, Shahar Weinstock, Gonen Singer, Nicholas Bambos:
Clustering Users by Their Mobility Behavioral Patterns. 45:1-45:28
Volume 13, Number 5, October 2019
- Yanan Xu, Yanmin Zhu, Yanyan Shen, Jiadi Yu:
Fine-Grained Air Quality Inference with Remote Sensing Data and Ubiquitous Urban Data. 46:1-46:27 - Xiren Zhou, Huanhuan Chen, Jinlong Li:
Probabilistic Mixture Model for Mapping the Underground Pipes. 47:1-47:26 - Fei Jiang, Guosheng Yin, Francesca Dominici:
Bayesian Model Selection Approach to Multiple Change-Points Detection with Non-Local Prior Distributions. 48:1-48:17 - Yun Wang, Guojie Song, Lun Du, Zhicong Lu:
Real-Time Estimation of the Urban Air Quality with Mobile Sensor System. 49:11-49:19 - Yu Xue, Bing Xue, Mengjie Zhang:
Self-Adaptive Particle Swarm Optimization for Large-Scale Feature Selection in Classification. 50:1-50:27 - Valter Crescenzi, Paolo Merialdo, Disheng Qiu:
Hybrid Crowd-Machine Wrapper Inference. 51:1-51:43 - Kun He, Pan Shi, David Bindel, John E. Hopcroft:
Krylov Subspace Approximation for Local Community Detection in Large Networks. 52:1-52:30 - Elisabetta Bergamini, Michele Borassi, Pierluigi Crescenzi, Andrea Marino, Henning Meyerhenke:
Computing top-k Closeness Centrality Faster in Unweighted Graphs. 53:1-53:40 - Nikolaj Tatti:
Density-Friendly Graph Decomposition. 54:1-54:29
Volume 13, Number 6, December 2019
- Peisong Zhu, Zhuang Chen, Haojie Zheng, Tieyun Qian:
Aspect Aware Learning for Aspect Category Sentiment Analysis. 55:1-55:21 - Yuandong Wang, Xuelian Lin, Hua Wei, Tianyu Wo, Zhou Huang, Yong Zhang, Jie Xu:
A Unified Framework with Multi-source Data for Predicting Passenger Demands of Ride Services. 56:1-56:24 - Shenghua Liu, Huawei Shen, Houdong Zheng, Xueqi Cheng, Xiangwen Liao:
CT LIS: Learning Influences and Susceptibilities through Temporal Behaviors. 57:1-57:21 - Jimmy Ming-Tai Wu, Jerry Chun-Wei Lin, Ashish Tamrakar:
High-Utility Itemset Mining with Effective Pruning Strategies. 58:1-58:22 - Sascha Henzgen, Eyke Hüllermeier:
Mining Rank Data. 59:1-59:36 - Martha Roseberry, Bartosz Krawczyk, Alberto Cano:
Multi-Label Punitive kNN with Self-Adjusting Memory for Drifting Data Streams. 60:1-60:31 - Yu Lei, Wenjie Li:
Interactive Recommendation with User-Specific Deep Reinforcement Learning. 61:1-61:15 - John Boaz Lee, Ryan A. Rossi, Sungchul Kim, Nesreen K. Ahmed, Eunyee Koh:
Attention Models in Graphs: A Survey. 62:1-62:25 - Wangdong Yang, Kenli Li, Keqin Li:
A Pipeline Computing Method of SpTV for Three-Order Tensors on CPU and GPU. 63:1-63:27 - Yu Zhou, Jianbin Huang, Heli Sun, Yizhou Sun, Shaojie Qiao, Stephen Manko Wambura:
Recurrent Meta-Structure for Robust Similarity Measure in Heterogeneous Information Networks. 64:1-64:33 - Bráulio Miranda Veloso, Renato M. Assunção, Anderson A. Ferreira, Nivio Ziviani:
In Search of a Stochastic Model for the E-News Reader. 65:1-65:27
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