Volume 31, Number 12, December 2019
An Extension to the Noisy-OR Function to Resolve the 'Explaining Away' Deficiency for Practical Bayesian Network Problems.

Norman E. Fenton Takao Noguchi Martin Neil

Unsupervised Nonnegative Adaptive Feature Extraction for Data Representation.

Yan Zhang Zhao Zhang Sheng Li Jie Qin Guangcan Liu Meng Wang Shuicheng Yan

TourSense: A Framework for Tourist Identification and Analytics Using Transport Data.

Yu Lu Huayu Wu Xin Liu Penghe Chen

ROMIR: Robust Multi-View Image Re-Ranking.

Jun Li Chang Xu Wankou Yang Changyin Sun Ramamohanarao Kotagiri Dacheng Tao

Organizing an Influential Social Event Under a Budget Constraint.

Kai Han Yuntian He Xiaokui Xiao Shaojie Tang Fei Gui Chaoting Xu Jun Luo

On Efficient Processing of Group and Subsequent Queries for Social Activity Planning.

Yi-Ling Chen De-Nian Yang Chih-Ya Shen Wang-Chien Lee Ming-Syan Chen

Learning under Concept Drift: A Review.

Jie Lu Anjin Liu Fan Dong Feng Gu João Gama Guangquan Zhang

Improved Consistent Weighted Sampling Revisited.

Wei Wu Bin Li Ling Chen Chengqi Zhang Philip S. Yu

Feature Selection with Unsupervised Consensus Guidance.

Hongfu Liu Ming Shao Yun Fu

Efficient and Distributed Generalized Canonical Correlation Analysis for Big Multiview Data.

Xiao Fu Kejun Huang Evangelos E. Papalexakis Hyun Ah Song Partha P. Talukdar Nicholas D. Sidiropoulos Christos Faloutsos Tom M. Mitchell

Dual Hypergraph Regularized PCA for Biclustering of Tumor Gene Expression Data.

Xuesong Wang Jian Liu Yuhu Cheng Aiping Liu Enhong Chen

DeepDirect: Learning Directions of Social Ties with Edge-Based Network Embedding.

Chaokun Wang Changping Wang Zheng Wang Xiaojun Ye Jeffrey Xu Yu Bin Wang

Bounded Approximate Query Processing.

Kaiyu Li Yong Zhang Guoliang Li Wenbo Tao Ying Yan

A Multi-Step Nonlinear Dimension-Reduction Approach with Applications to Big Data.

Raghavan Krishnan V. A. Samaranayake Sarangapani Jagannathan

A Contrast Metric for Fraud Detection in Rich Graphs.

Shenghua Liu Bryan Hooi Christos Faloutsos


Volume 31, Number 11, November 2019
Errata on "Quantifying Differential Privacy in Continuous Data Release under Temporal Correlations".

Yang Cao Masatoshi Yoshikawa Yonghui Xiao Li Xiong

Image Co-Segmentation via Locally Biased Discriminative Clustering.

Xianpeng Liang Di Wu De-Shuang Huang

Spell: Online Streaming Parsing of Large Unstructured System Logs.

Min Du Feifei Li

Social-Aware Sequential Modeling of User Interests: A Deep Learning Approach.

Chi Harold Liu Jie Xu Jian Tang Jon Crowcroft

Sequential Multi-Class Labeling in Crowdsourcing.

Qiyu Kang Wee Peng Tay

QANet: Tensor Decomposition Approach for Query-Based Anomaly Detection in Heterogeneous Information Networks.

Vahid Ranjbar Mostafa Salehi Pegah Jandaghi Mahdi Jalili

Precise and Fast Cryptanalysis for Bloom Filter Based Privacy-Preserving Record Linkage.

Peter Christen Thilina Ranbaduge Dinusha Vatsalan Rainer Schnell

Personalized Market Basket Prediction with Temporal Annotated Recurring Sequences.

Riccardo Guidotti Giulio Rossetti Luca Pappalardo Fosca Giannotti Dino Pedreschi

LinkBlackHole**: Robust Overlapping Community Detection Using Link Embedding.

Jungeun Kim Sungsu Lim Jae-Gil Lee Byung Suk Lee

HiTR: Hierarchical Topic Model Re-Estimation for Measuring Topical Diversity of Documents.

Hosein Azarbonyad Mostafa Dehghani Tom Kenter Maarten Marx Jaap Kamps Maarten de Rijke

Finding Most Popular Indoor Semantic Locations Using Uncertain Mobility Data.

Huan Li Hua Lu Lidan Shou Gang Chen Ke Chen

Effective and Efficient Community Search Over Large Directed Graphs.

Yixiang Fang Zhongran Wang Reynold Cheng Hongzhi Wang Jiafeng Hu

Declarative Parameterizations of User-Defined Functions for Large-Scale Machine Learning and Optimization.

Zekai J. Gao Niketan Pansare Christopher M. Jermaine

Complete Random Forest Based Class Noise Filtering Learning for Improving the Generalizability of Classifiers.

Shuyin Xia Guoyin Wang Zizhong Chen Yanlin Duan Qun Liu

Collective Keyword Query on a Spatial Knowledge Base.

Xiongnan Jin Sangjin Shin Eunju Jo Kyong-Ho Lee

Causal Modeling-Based Discrimination Discovery and Removal: Criteria, Bounds, and Algorithms.

Lu Zhang Yongkai Wu Xintao Wu


Volume 31, Number 10, October 2019
One-Step Multi-View Spectral Clustering.

Xiaofeng Zhu Shichao Zhang Wei He Rongyao Hu Cong Lei Pengfei Zhu

Next Generation Indexing for Genomic Intervals.

Vahid Jalili Matteo Matteucci Jeremy Goecks Yashar Deldjoo Stefano Ceri

Modeling Large-Scale Dynamic Social Networks via Node Embeddings.

Aakas Zhiyuli Xun Liang YanFang Chen Xiaoyong Du

Graph Structure Fusion for Multiview Clustering.

Kun Zhan Chaoxi Niu Changlu Chen Feiping Nie Changqing Zhang Yi Yang

Enhanced Clients for Data Stores and Cloud Services.

Arun Iyengar

Efficient Structural Clustering on Probabilistic Graphs.

Yu-Xuan Qiu Rong-Hua Li Jianxin Li Shaojie Qiao Guoren Wang Jeffrey Xu Yu Rui Mao

Efficient Scheduling of Scientific Workflows Using Hot Metadata in a Multisite Cloud.

Ji Liu Luis Pineda-Morales Esther Pacitti Alexandru Costan Patrick Valduriez Gabriel Antoniu Marta Mattoso

Dynamic Talent Flow Analysis with Deep Sequence Prediction Modeling.

Huang Xu Zhiwen Yu Jingyuan Yang Hui Xiong Hengshu Zhu

Detecting a Variety of Long-Term Stealthy User Behaviors on High Speed Links.

Pinghui Wang Peng Jia Jing Tao Xiaohong Guan

D22HistoSketch: Discriminative and Dynamic Similarity-Preserving Sketching of Streaming Histograms.

Dingqi Yang Bin Li Laura Rettig Philippe Cudré-Mauroux

Automated Influence Maintenance in Social Networks: An Agent-based Approach.

Weihua Li Quan Bai Minjie Zhang Tung Doan Nguyen

A Survey of Multi-View Representation Learning.

Yingming Li Ming Yang Zhongfei Zhang

A Nonparametric Approach to Uncovering Connected Anomalies by Tree Shaped Priors.

Nannan Wu Feng Chen Jianxin Li Jinpeng Huai Baojian Zhou Bo Li Naren Ramakrishnan

A New Method for Measuring Topological Structure Similarity between Complex Trajectories.

Huimeng Wang Yunyan Du Jiawei Yi Yong Sun Fuyuan Liang


Volume 31, Number 9, September 2019
Utilization-Aware Trip Advisor in Bike-Sharing Systems Based on User Behavior Analysis.

Peng Cheng Ji Hu Zidong Yang Yuanchao Shu Jiming Chen

Structured Manifold Broad Learning System: A Manifold Perspective for Large-Scale Chaotic Time Series Analysis and Prediction.

Min Han Shoubo Feng C. L. Philip Chen Meiling Xu Tie Qiu

Scaling the Construction of Wavelet Synopses for Maximum Error Metrics.

Ioannis Mytilinis Dimitrios Tsoumakos Nectarios Koziris

Real-Time Data Retrieval in Cyber-Physical Systems with Temporal Validity and Data Availability Constraints.

Chenchen Fu Qiangqiang Liu Peng Wu Minming Li Chun Jason Xue Yingchao Zhao Jingtong Hu Song Han

Pricing Average Price Advertising Options When Underlying Spot Market Prices Are Discontinuous.

Bowei Chen Mohan S. Kankanhalli

MUSE: Minimum Uncertainty and Sample Elimination Based Binary Feature Selection.

Zisheng Zhang Keshab K. Parhi

LPANNI: Overlapping Community Detection Using Label Propagation in Large-Scale Complex Networks.

Meilian Lu Zhenglin Zhang Zhihe Qu Yu Kang

Fusion OLAP: Fusing the Pros of MOLAP and ROLAP Together for In-Memory OLAP.

Yansong Zhang Yu Zhang Shan Wang Jiaheng Lu

Fog-enabled Event Processing Based on IoT Resource Models.

Yang Zhang Victor S. Sheng

Efficient Multi-Class Probabilistic SVMs on GPUs.

Zeyi Wen Jiashuai Shi Bingsheng He Jian Chen Yawen Chen

Attributed Network Alignment: Problem Definitions and Fast Solutions.

Si Zhang Hanghang Tong

Accelerated and Inexact Soft-Impute for Large-Scale Matrix and Tensor Completion.

Quanming Yao James T. Kwok

A Survey on Spatial Prediction Methods.

Zhe Jiang

A Study on Big Knowledge and Its Engineering Issues.

Ruqian Lu Xiaolong Jin Songmao Zhang Meikang Qiu Xindong Wu


Volume 31, Number 8, August 2019
Exploring Communities in Large Profiled Graphs.

Yankai Chen Yixiang Fang Reynold Cheng Yun Li Xiaojun Chen Jie Zhang

Triangle Lasso for Simultaneous Clustering and Optimization in Graph Datasets.

Yawei Zhao Kai Xu En Zhu Xinwang Liu Xinzhong Zhu Jianping Yin

Relative Pairwise Relationship Constrained Non-Negative Matrix Factorisation.

Shuai Jiang Kan Li Richard Yi Da Xu

Reader Comment Digest through Latent Event Facets and News Specificity.

Bei Shi Wai Lam

Online Interactive Collaborative Filtering Using Multi-Armed Bandit with Dependent Arms.

Qing Wang Chunqiu Zeng Wubai Zhou Tao Li S. S. Iyengar Larisa Shwartz Genady Ya. Grabarnik

On Efficient External-Memory Triangle Listing.

Yi Cui Di Xiao Dmitri Loguinov

Machine Learning for the Geosciences: Challenges and Opportunities.

Anuj Karpatne Imme Ebert-Uphoff Sai Ravela Hassan Ali Babaie Vipin Kumar

Low-Rank Sparse Subspace for Spectral Clustering.

Xiaofeng Zhu Shichao Zhang Yonggang Li Jilian Zhang Lifeng Yang Yue Fang

Harmonic Mean Linear Discriminant Analysis.

Shuai Zheng Chris Ding Feiping Nie Heng Huang

Ensemble Learning from Crowds.

Jing Zhang Ming Wu Victor S. Sheng

Decoding Chinese User Generated Categories for Fine-Grained Knowledge Harvesting.

Chengyu Wang Yan Fan Xiaofeng He Aoying Zhou

Analysis of University Fitness Center Data Uncovers Interesting Patterns, Enables Prediction.

Yunshu Du Assefaw H. Gebremedhin Matthew E. Taylor

An Information-Theoretical Framework for Cluster Ensemble.

Liang Bai Jiye Liang Hangyuan Du Yike Guo

An Efficient Algorithm to Compute a Quantum Probability Space.

Massimo Melucci

A General Domain Specific Feature Transfer Framework for Hybrid Domain Adaptation.

Pengfei Wei Yiping Ke Chi Keong Goh

A Collective, Probabilistic Approach to Schema Mapping Using Diverse Noisy Evidence.

Angelika Kimmig Alex Memory Renée J. Miller Lise Getoor


Volume 31, Number 7, July 2019
User Preference Analysis for Most Frequent Peer/Dominator.

Ke Deng Yanhua Li Jia Zeng Mingxuan Yuan Jun Luo Jeffrey Xu Yu

Secure and Efficient Skyline Queries on Encrypted Data.

Jinfei Liu Juncheng Yang Li Xiong Jian Pei

Pair-Linking for Collective Entity Disambiguation: Two Could Be Better Than All.

Minh C. Phan Aixin Sun Yi Tay Jialong Han Chenliang Li

Multi-Label Learning from Crowds.

Shao-Yuan Li Yuan Jiang Nitesh V. Chawla Zhi-Hua Zhou

Majority Voting and Pairing with Multiple Noisy Labeling.

Victor S. Sheng Jing Zhang Bin Gu Xindong Wu

IAD: Interaction-Aware Diffusion Framework in Social Networks.

Xi Zhang Yuan Su Siyu Qu Sihong Xie Binxing Fang Philip S. Yu

Efficient Representative Subset Selection over Sliding Windows.

Yanhao Wang Yuchen Li Kian-Lee Tan

Distribution-Aware Crowdsourced Entity Collection.

Ju Fan Zhewei Wei Dongxiang Zhang Jingru Yang Xiaoyong Du

Efficient Evaluation of Multi-Column Selection Predicates in Main-Memory.

David Broneske Veit Köppen Gunter Saake Martin Schäler

Quantifying Differential Privacy in Continuous Data Release Under Temporal Correlations.

Yang Cao Masatoshi Yoshikawa Yonghui Xiao Li Xiong

Heuristic and Cost-Based Optimization for Diverse Provenance Tasks.

Xing Niu Raghav Kapoor Boris Glavic Dieter Gawlick Zhen Hua Liu Vasudha Krishnaswamy Venkatesh Radhakrishnan

Addressing Interpretability and Cold-Start in Matrix Factorization for Recommender Systems.

Michail Vlachos Celestine Dünner Reinhard Heckel Vassilios G. Vassiliadis Thomas P. Parnell Kubilay Atasu

Scalable Interactive Dynamic Graph Clustering on Multicore CPUs.

Son T. Mai Sihem Amer-Yahia Ira Assent Mathias Skovgaard Birk Martin Storgaard Dieu Jon Jacobsen Jesper Kristensen

Scalable Linear Algebra on a Relational Database System.

Shangyu Luo Zekai J. Gao Michael N. Gubanov Luis Leopoldo Perez Christopher M. Jermaine

Guest Editors' Introduction to the Special Section on the 33rd International Conference on Data Engineering (ICDE 2017).

Wolfgang Gatterbauer Arun Kumar


Volume 31, Number 6, June 2019
Schema-Agnostic Progressive Entity Resolution.

Giovanni Simonini George Papadakis Themis Palpanas Sonia Bergamaschi

Parallel Trajectory-to-Location Join.

Shuo Shang Lisi Chen Kai Zheng Christian S. Jensen Zhewei Wei Panos Kalnis

Modeling the Parameter Interactions in Ranking SVM with Low-Rank Approximation.

Jun Xu Wei Zeng Yanyan Lan Jiafeng Guo Xueqi Cheng

Modeling and Predicting Community Structure Changes in Time-Evolving Social Networks.

Etienne Gael Tajeuna Mohamed Bouguessa Shengrui Wang

Location Inference for Non-Geotagged Tweets in User Timelines.

Pengfei Li Hua Lu Nattiya Kanhabua Sha Zhao Gang Pan

Introducing Cuts Into a Top-Down Process for Checking Tree Inclusion.

Yangjun Chen Yibin Chen

Exploiting the Dynamic Mutual Influence for Predicting Social Event Participation.

Tong Xu Hengshu Zhu Hao Zhong Guannan Liu Hui Xiong Enhong Chen

Differentially Private Mixture of Generative Neural Networks.

Gergely Ács Luca Melis Claude Castelluccia Emiliano De Cristofaro

DeepClue: Visual Interpretation of Text-Based Deep Stock Prediction.

Lei Shi Zhiyang Teng Le Wang Yue Zhang Alexander Binder

Bayesian Sparse Topical Coding.

Min Peng Qianqian Xie Hua Wang Yanchun Zhang Gang Tian

Adversarial Deep Learning Models with Multiple Adversaries.

Aneesh Sreevallabh Chivukula Wei Liu

A Unified Framework for Community Detection and Network Representation Learning.

Cunchao Tu Xiangkai Zeng Hao Wang Zhengyan Zhang Zhiyuan Liu Maosong Sun Bo Zhang Leyu Lin

A Novel Feature Incremental Learning Method for Sensor-Based Activity Recognition.

Chunyu Hu Yiqiang Chen Xiaohui Peng Han Yu Chenlong Gao Lisha Hu

A New Robust Approach for Reversible Database Watermarking with Distortion Control.

Donghui Hu Dan Zhao Shuli Zheng


Volume 31, Number 5, May 2019
Real-Time Change Point Detection with Application to Smart Home Time Series Data.

Samaneh Aminikhanghahi Tinghui Wang Diane J. Cook

Read, Watch, Listen, and Summarize: Multi-Modal Summarization for Asynchronous Text, Image, Audio and Video.

Haoran Li Junnan Zhu Cong Ma Jiajun Zhang Chengqing Zong

PrivateGraph: Privacy-Preserving Spectral Analysis of Encrypted Graphs in the Cloud.

Sagar Sharma James Powers Keke Chen

Privacy Engineering for the Smart Micro-Grid.

Ranjan Pal Pan Hui Viktor K. Prasanna

Near-accurate Multiset Reconciliation.

Lailong Luo Deke Guo Xiang Zhao Jie Wu Ori Rottenstreich Xueshan Luo

Learning Customer Behaviors for Effective Load Forecasting.

Xishun Wang Minjie Zhang Fenghui Ren

Latent Ability Model: A Generative Probabilistic Learning Framework for Workforce Analytics.

Zhiling Luo Ling Liu Jianwei Yin Ying Li Zhaohui Wu

HyperX: A Scalable Hypergraph Framework.

Wenkai Jiang Jianzhong Qi Jeffrey Xu Yu Jin Huang Rui Zhang

FROG: A Fast and Reliable Crowdsourcing Framework.

Peng Cheng Xiang Lian Xun Jian Lei Chen

Efficient Feature Selection via $\ell _{2, 0}$ℓ2, 0-norm Constrained Sparse Regression.

Tianji Pang Feiping Nie Junwei Han Xuelong Li

DLTA: A Framework for Dynamic Crowdsourcing Classification Tasks.

Libin Zheng Lei Chen

CURE: Flexible Categorical Data Representation by Hierarchical Coupling Learning.

Songlei Jian Guansong Pang Longbing Cao Kai Lu Hang Gao

A Survey on Network Embedding.

Peng Cui Xiao Wang Jian Pei Wenwu Zhu

A Cost Model for SPARK SQL.

Lorenzo Baldacci Matteo Golfarelli


Volume 31, Number 4, April 2019
Correction to "Characterizing and Predicting Early Reviewers for Effective Product Marketing on E-Commerce Websites".

Ting Bai Wayne Xin Zhao Yulan He Jian-Yun Nie Ji-Rong Wen

Addressing the Practical Limitations of Noisy-OR Using Conditional Inter-Causal Anti-Correlation with Ranked Nodes.

Takao Noguchi Norman E. Fenton Martin Neil

Structure-Preserved Unsupervised Domain Adaptation.

Hongfu Liu Ming Shao Zhengming Ding Yun Fu

On Spatial-Aware Community Search.

Yixiang Fang Zheng Wang Reynold Cheng Xiaodong Li Siqiang Luo Jiafeng Hu Xiaojun Chen

Normalization of Duplicate Records from Multiple Sources.

Yongquan Dong Eduard C. Dragut Weiyi Meng

Hierarchical Multi-Clue Modelling for POI Popularity Prediction with Heterogeneous Tourist Information.

Yang Yang Yaqian Duan Xinze Wang Zi Huang Ning Xie Heng Tao Shen

Generalized Gaussian Mechanism for Differential Privacy.

Fang Liu

Fast Failure Recovery in Vertex-Centric Distributed Graph Processing Systems.

Wei Lu Yanyan Shen Tongtong Wang Meihui Zhang H. V. Jagadish Xiaoyong Du

Co-Clustering via Information-Theoretic Markov Aggregation.

Clemens Blöchl Rana Ali Amjad Bernhard C. Geiger

CFOND: Consensus Factorization for Co-Clustering Networked Data.

Ting Guo Shirui Pan Xingquan Zhu Chengqi Zhang

Automated Discovery of Process Models from Event Logs: Review and Benchmark.

Adriano Augusto Raffaele Conforti Marlon Dumas Marcello La Rosa Fabrizio Maria Maggi Andrea Marrella Massimo Mecella Allar Soo

Adaptive Distributed RDF Graph Fragmentation and Allocation based on Query Workload.

Peng Peng Lei Zou Lei Chen Dongyan Zhao

A Utility-Optimized Framework for Personalized Private Histogram Estimation.

Yiwen Nie Wei Yang Liusheng Huang Xike Xie Zhenhua Zhao Shaowei Wang

A Rapid Hybrid Clustering Algorithm for Large Volumes of High Dimensional Data.

Punit Rathore Dheeraj Kumar James C. Bezdek Sutharshan Rajasegarar Marimuthu Palaniswami

A New Formulation of Linear Discriminant Analysis for Robust Dimensionality Reduction.

Haifeng Zhao Zheng Wang Feiping Nie

A Comparative Study of Ontology Matching Systems via Inferential Statistics.

Majid Mohammadi Wout Hofman Yao-Hua Tan


Volume 31, Number 3, March 2019
Webpage Depth Viewability Prediction Using Deep Sequential Neural Networks.

Chong Wang Shuai Zhao Achir Kalra Cristian Borcea Yi Chen

Viral Cascade Probability Estimation and Maximization in Diffusion Networks.

Arman Sepehr Hamid Beigy

Towards Confidence Interval Estimation in Truth Discovery.

Houping Xiao Jing Gao Qi Li Fenglong Ma Lu Su Yunlong Feng Aidong Zhang

Stacked Robust Adaptively Regularized Auto-Regressions for Domain Adaptation.

Wenhao Jiang Hongchang Gao Wei Lu Wei Liu Fu-Lai Chung Heng Huang

Robust Image Hashing with Tensor Decomposition.

Zhenjun Tang Lv Chen Xianquan Zhang Shichao Zhang

Representing Urban Forms: A Collective Learning Model with Heterogeneous Human Mobility Data.

Yanjie Fu Guannan Liu Yong Ge Pengyang Wang Hengshu Zhu Chunxiao Li Hui Xiong

Progressive Approaches for Pareto Optimal Groups Computation.

Xu Zhou Kenli Li ZhiBang Yang Guoqing Xiao Keqin Li

Privacy-Preserving Social Media Data Publishing for Personalized Ranking-Based Recommendation.

Dingqi Yang Bingqing Qu Philippe Cudré-Mauroux

Nonnegative Matrix Factorization with Side Information for Time Series Recovery and Prediction.

Jiali Mei Yohann de Castro Yannig Goude Jean-Marc Azaïs Georges Hébrail

Nonintrusive Smartphone User Verification Using Anonymized Multimodal Data.

Hong Cao Kevin Chen-Chuan Chang

Detecting Pickpocket Suspects from Large-Scale Public Transit Records.

Bowen Du Chuanren Liu Wenjun Zhou Zhenshan Hou Hui Xiong

Correlated Matrix Factorization for Recommendation with Implicit Feedback.

Yuan He Cheng Wang Changjun Jiang

Comments Mining With TF-IDF: The Inherent Bias and Its Removal.

Inbal Yahav Onn Shehory David G. Schwartz

C2Net: A Network-Efficient Approach to Collision Counting LSH Similarity Join.

Hangyu Li Sarana Nutanong Hong Xu Chenyun Yu Foryu Ha

A General Theory of IR Evaluation Measures.

Marco Ferrante Nicola Ferro Silvia Pontarollo


Volume 31, Number 2, February 2019
Supergraph Search in Graph Databases via Hierarchical Feature-Tree.

Bingqing Lyu Lu Qin Xuemin Lin Lijun Chang Jeffrey Xu Yu

Predicting Consumption Patterns with Repeated and Novel Events.

Dimitrios Kotzias Moshe Lichman Padhraic Smyth

Heterogeneous Information Network Embedding for Recommendation.

Chuan Shi Binbin Hu Wayne Xin Zhao Philip S. Yu

Harnessing Multi-Source Data about Public Sentiments and Activities for Informed Design.

Linlin You Bige Tunçer Hexu Xing

Fast Cosine Similarity Search in Binary Space with Angular Multi-Index Hashing.

Sepehr Eghbali Ladan Tahvildari

Engineering Methods for Differentially Private Histograms: Efficiency Beyond Utility.

Georgios Kellaris Stavros Papadopoulos Dimitris Papadias

Efficient Vertical Mining of High Average-Utility Itemsets Based on Novel Upper-Bounds.

Tin C. Truong Hai V. Duong Bac Le Philippe Fournier-Viger

Efficient Mining of Frequent Patterns on Uncertain Graphs.

Yifan Chen Xiang Zhao Xuemin Lin Yang Wang Deke Guo

Community Detection in Multi-Layer Networks Using Joint Nonnegative Matrix Factorization.

Xiaoke Ma Di Dong Quan Wang

Collaboratively Tracking Interests for User Clustering in Streams of Short Texts.

Shangsong Liang Emine Yilmaz Evangelos Kanoulas

Applying Simulated Annealing and Parallel Computing to the Mobile Sequential Recommendation.

Zeyang Ye Keli Xiao Yong Ge Yuefan Deng

An Efficient Semi-Supervised Multi-label Classifier Capable of Handling Missing Labels.

Amirhossein Akbarnejad Mahdieh Soleymani Baghshah

Adaptive Cost-Sensitive Online Classification.

Peilin Zhao Yifan Zhang Min Wu Steven C. H. Hoi Mingkui Tan Junzhou Huang

A Correlation-Based Feature Weighting Filter for Naive Bayes.

Liangxiao Jiang Lungan Zhang Chaoqun Li Jia Wu


Volume 31, Number 1, January 2019
A Note on the Behavior of Majority Voting in Multi-Class Domains with Biased Annotators.

Jerónimo Hernández-González Iñaki Inza José Antonio Lozano

Top-k Durable Graph Pattern Queries on Temporal Graphs.

Konstantinos Semertzidis Evaggelia Pitoura

Order-Sensitive Imputation for Clustered Missing Values.

Qian Ma Yu Gu Wang-Chien Lee Ge Yu

HCBC: A Hierarchical Case-Based Classifier Integrated with Conceptual Clustering.

Qi Zhang Chongyang Shi Zhendong Niu Longbing Cao

Finding Optimal Skyline Product Combinations under Price Promotion.

Xu Zhou Kenli Li ZhiBang Yang Keqin Li

An Efficient Method for High Quality and Cohesive Topical Phrase Mining.

Bing Li Xiaochun Yang Rui Zhou Bin Wang Chengfei Liu Yanchun Zhang

Achieving Data Truthfulness and Privacy Preservation in Data Markets.

Chaoyue Niu Zhenzhe Zheng Fan Wu Xiaofeng Gao Guihai Chen

A Hardware-Accelerated Solution for Hierarchical Index-Based Merge-Join.

Zimeng Zhou Chenyun Yu Sarana Nutanong Yufei Cui Chenchen Fu Chun Jason Xue

I/O Efficient Core Graph Decomposition: Application to Degeneracy Ordering.

Dong Wen Lu Qin Ying Zhang Xuemin Lin Jeffrey Xu Yu

Inferring Higher-Order Structure Statistics of Large Networks from Sampled Edges.

Pinghui Wang Yiyan Qi John C. S. Lui Don Towsley Junzhou Zhao Jing Tao

Interactive Data Exploration with Smart Drill-Down.

Manas Joglekar Hector Garcia-Molina Aditya G. Parameswaran

Passive and Partially Active Fault Tolerance for Massively Parallel Stream Processing Engines.

Li Su Yongluan Zhou

Platform-Independent Robust Query Processing.

Srinivas Karthik Jayant R. Haritsa Sreyash Kenkre Vinayaka Pandit Lohit Krishnan

l-Injection: Toward Effective Collaborative Filtering Using Uninteresting Items.

Jongwuk Lee Won-Seok Hwang Juan Parc Youngnam Lee Sang-Wook Kim Dongwon Lee

Special Section on the International Conference on Data Engineering 2016.

Meichun Hsu Alfons Kemper Timos Sellis