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ACM Transactions on Knowledge Discovery from Data, Volume 14
Volume 14, Number 1, February 2020
- Md. Kamrul Hasan, Christopher J. Pal:
A New Smooth Approximation to the Zero One Loss with a Probabilistic Interpretation. 1:1-1:28 - Sayantan Mitra
, Mohammed Hasanuzzaman
A Unified Multi-view Clustering Algorithm Using Multi-objective Optimization Coupled with Generative Model. 2:1-2:31 - Li Ni, Wenjian Luo
Local Overlapping Community Detection. 3:1-3:25 - Fabrizio Angiulli
CFOF: A Concentration Free Measure for Anomaly Detection. 4:1-4:53 - Shaikh Arifuzzaman, Maleq Khan, Madhav V. Marathe:
Fast Parallel Algorithms for Counting and Listing Triangles in Big Graphs. 5:1-5:34 - Kun Kuang
Treatment Effect Estimation via Differentiated Confounder Balancing and Regression. 6:1-6:25 - Zohaib Md. Jan, Brijesh K. Verma
Evolutionary Classifier and Cluster Selection Approach for Ensemble Classification. 7:1-7:18 - Paulo Orlando Queiroz-Sousa, Ana Carolina Salgado:
A Review on OLAP Technologies Applied to Information Networks. 8:1-8:25 - Feiping Nie, Zheng Wang
Adaptive Local Linear Discriminant Analysis. 9:1-9:19 - Xinjiang Lu
Inferring Lifetime Status of Point-of-Interest: A Multitask Multiclass Approach. 10:1-10:27 - Edoardo Galimberti, Francesco Bonchi, Francesco Gullo, Tommaso Lanciano
Core Decomposition in Multilayer Networks: Theory, Algorithms, and Applications. 11:1-11:40
Volume 14, Number 2, March 2020
- Kijung Shin
Fast, Accurate and Provable Triangle Counting in Fully Dynamic Graph Streams. 12:1-12:39 - Huimei Han, Xingquan Zhu
Generalizing Long Short-Term Memory Network for Deep Learning from Generic Data. 13:1-13:28 - Chi-Chun Lin, Kun-Ta Chuang
Budget-Constrained Real-Time Bidding Optimization: Multiple Predictors Make It Better. 14:1-14:27 - Xiaoqiang Yan
Multi-task Information Bottleneck Co-clustering for Unsupervised Cross-view Human Action Categorization. 15:1-15:23 - Bo Lin
Bradykinesia Recognition in Parkinson's Disease via Single RGB Video. 16:1-16:19 - Shuai Liu
Real-time Transportation Prediction Correction using Reconstruction Error in Deep Learning. 17:1-17:20 - Chenglong Dai
CenEEGs: Valid EEG Selection for Classification. 18:1-18:25 - Jialin Dong, Kai Yang, Yuanming Shi:
Ranking from Crowdsourced Pairwise Comparisons via Smoothed Riemannian Optimization. 19:1-19:26 - Yanan Xu, Yanyan Shen, Yanmin Zhu, Jiadi Yu:
AR2Net: An Attentive Neural Approach for Business Location Selection with Satellite Data and Urban Data. 20:1-20:28 - Francesco Concas, Pengfei Xu, Mohammad Ashraful Hoque
Multiple Set Matching with Bloom Matrix and Bloom Vector. 21:1-21:21 - Pei-Zhen Li, Ling Huang, Chang-Dong Wang
Community Detection by Motif-Aware Label Propagation. 22:1-22:19 - Yuan Guo, Yu Sun, Kai Wu, Kerong Jiang:
New Algorithms of Feature Selection and Big Data Assignment for CBR System Integrated by Bayesian Network. 23:1-23:20 - Ting Hua, Chang-Tien Lu
Probabilistic Topic Modeling for Comparative Analysis of Document Collections. 24:1-24:27
Volume 14, Number 3, May 2020
- Kwang Hee Lee, Myoung-Ho Kim:
Linearization of Dependency and Sampling for Participation-based Betweenness Centrality in Very Large B-hypergraphs. 25:1-25:41 - Jiang Bian, Haoyi Xiong
MP2SDA: Multi-Party Parallelized Sparse Discriminant Learning. 26:1-26:22 - Lei Tang
Efficient Ridesharing Framework for Ride-matching via Heterogeneous Network Embedding. 27:1-27:24 - Beyza Ermis, A. Taylan Cemgil:
Data Sharing via Differentially Private Coupled Matrix Factorization. 28:1-28:27 - Yu Yang
Continuous Influence Maximization. 29:1-29:38 - Alireza Ostovar, Sander J. J. Leemans
Robust Drift Characterization from Event Streams of Business Processes. 30:1-30:57 - Bang Liu, Fred X. Han, Di Niu, Linglong Kong, Kunfeng Lai, Yu Xu:
Story Forest: Extracting Events and Telling Stories from Breaking News. 31:1-31:28 - Md. Shad Akhtar, Dushyant Singh Chauhan, Asif Ekbal:
A Deep Multi-task Contextual Attention Framework for Multi-modal Affect Analysis. 32:1-32:27 - M. M. Abd-Elaziz, Hazem M. El-Bakry
Enhanced Data Mining Technique to Measure Satisfaction Degree of Social Media Users of Xeljanz Drug. 33:1-33:13 - Tuomo Alasalmi
Better Classifier Calibration for Small Datasets. 34:1-34:19 - Chainarong Amornbunchornvej
Framework for Inferring Following Strategies from Time Series of Movement Data. 35:1-35:22 - Heli Sun
Network Embedding for Community Detection in Attributed Networks. 36:1-36:25 - Theodoros Lappas
Mining Career Paths from Large Resume Databases: Evidence from IT Professionals. 37:1-37:38
Volume 14, Number 4, July 2020
- Si Zhang
Incomplete Network Alignment: Problem Definitions and Fast Solutions. 38:1-38:26 - Bintao Sun, T.-H. Hubert Chan, Mauro Sozio:
Fully Dynamic Approximate k-Core Decomposition in Hypergraphs. 39:1-39:21 - Balasubramaniam Thirunavukarasu
Efficient Nonnegative Tensor Factorization via Saturating Coordinate Descent. 40:1-40:28 - Xiangjie Kong
The Gene of Scientific Success. 41:1-41:19 - Cen Chen
Citywide Traffic Flow Prediction Based on Multiple Gated Spatio-temporal Convolutional Neural Networks. 42:1-42:23 - Tianyu Zhu, Guannan Liu, Guoqing Chen:
Social Collaborative Mutual Learning for Item Recommendation. 43:1-43:19 - Anthony C. Constantinou:
Learning Bayesian Networks with the Saiyan Algorithm. 44:1-44:21 - Changping Wang, Chaokun Wang, Zheng Wang, Xiaojun Ye, Philip S. Yu:
Edge2vec: Edge-based Social Network Embedding. 45:1-45:24 - Xiaofeng Zhu
Sparse Graph Connectivity for Image Segmentation. 46:1-46:19 - Henrique O. Marques
Internal Evaluation of Unsupervised Outlier Detection. 47:1-47:42 - Xiaofeng Zhu
Self-weighted Multi-view Fuzzy Clustering. 48:1-48:17 - Shubhomoy Das, Weng-Keen Wong, Thomas G. Dietterich, Alan Fern, Andrew Emmott:
Discovering Anomalies by Incorporating Feedback from an Expert. 49:1-49:32 - Yuanbo Xu, Yongjian Yang, En Wang
Neural Serendipity Recommendation: Exploring the Balance between Accuracy and Novelty with Sparse Explicit Feedback. 50:1-50:25
Volume 14, Number 5, August 2020
Special Issue on KDD 2018
- Hui Xiong, Chih-Jen Lin:
Introduction to the Special Issue on the Best Papers from KDD 2018. 51e:1-51e:2 - Ping Zhang, Zhifeng Bao
Towards an Optimal Outdoor Advertising Placement: When a Budget Constraint Meets Moving Trajectories. 51:1-51:32 - Keli Xiao
Multi-User Mobile Sequential Recommendation for Route Optimization. 52:1-52:28 - Mengdi Huai, Chenglin Miao
Learning Distance Metrics from Probabilistic Information. 53:1-53:33 - Hongyuan Zhu, Qi Liu, Nicholas Jing Yuan, Kun Zhang, Guang Zhou, Enhong Chen
Pop Music Generation: From Melody to Multi-style Arrangement. 54:1-54:31 - Dominik Mautz
Non-Redundant Subspace Clusterings with Nr-Kmeans and Nr-DipMeans. 55:1-55:24 - Matteo Riondato
MiSoSouP: Mining Interesting Subgroups with Sampling and Pseudodimension. 56:1-56:31 - Daniel Zügner, Oliver Borchert, Amir Akbarnejad, Stephan Günnemann:
Adversarial Attacks on Graph Neural Networks: Perturbations and their Patterns. 57:1-57:31
- Xu Zhou
Efficient Approaches to k Representative G-Skyline Queries. 58:1-58:27 - Peilin Zhao, Dayong Wang, Pengcheng Wu, Steven C. H. Hoi:
A Unified Framework for Sparse Online Learning. 59:1-59:20 - Matteo Ceccarello, Andrea Pietracaprina
A General Coreset-Based Approach to Diversity Maximization under Matroid Constraints. 60:1-60:27 - Hung T. Nguyen, Xuejian Wang, Leman Akoglu:
End-to-End Continual Rare-Class Recognition with Emerging Novel Subclasses. 61:1-61:28 - Tingting Wang
Efficient Mining of Outlying Sequence Patterns for Analyzing Outlierness of Sequence Data. 62:1-62:26
- Ryan A. Rossi, Di Jin, Sungchul Kim, Nesreen K. Ahmed
On Proximity and Structural Role-based Embeddings in Networks: Misconceptions, Techniques, and Applications. 63:1-63:37
Volume 14, Number 6, October 2020
- Athanasios N. Nikolakopoulos, George Karypis
Boosting Item-based Collaborative Filtering via Nearly Uncoupled Random Walks. 64:1-64:26 - Jiarong Xu, Yifan Luo, Jianrong Tao, Changjie Fan, Zhou Zhao, Jiangang Lu:
NGUARD+: An Attention-based Game Bot Detection Framework via Player Behavior Sequences. 65:1-65:24 - Jianxiong Guo
Influence Maximization: Seeding Based on Community Structure. 66:1-66:22 - Renjun Hu, Yanchi Liu, Yanyan Li, Jingbo Zhou, Shuai Ma, Hui Xiong:
Exploiting User Preference and Mobile Peer Influence for Human Mobility Annotation. 67:1-67:18 - Guansong Pang
Heterogeneous Univariate Outlier Ensembles in Multidimensional Data. 68:1-68:27 - Nuha Zamzami
Probabilistic Modeling for Frequency Vectors Using a Flexible Shifted-Scaled Dirichlet Distribution Prior. 69:1-69:35 - Ramesh Paudel
An Approach For Concept Drift Detection in a Graph Stream Using Discriminative Subgraphs. 70:1-70:25 - Wathsala Anupama Mohotti
Efficient Outlier Detection in Text Corpus Using Rare Frequency and Ranking. 71:1-71:30 - Chen Zhang, Steven C. H. Hoi, Fugee Tsung:
Time-Warped Sparse Non-negative Factorization for Functional Data Analysis. 72:1-72:23 - Michael Matheny, Dong Xie
Scalable Spatial Scan Statistics for Trajectories. 73:1-73:24 - Shuangyin Li
Bi-Directional Recurrent Attentional Topic Model. 74:1-74:30 - Jipeng Guo
Robust Adaptive Linear Discriminant Analysis with Bidirectional Reconstruction Constraint. 75:1-75:20 - Fotis Savva, Christos Anagnostopoulos
Large-scale Data Exploration Using Explanatory Regression Functions. 76:1-76:33 - Qian Ma, Yu Gu, Wang-Chien Lee, Ge Yu, Hongbo Liu
REMIAN: Real-Time and Error-Tolerant Missing Value Imputation. 77:1-77:38
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