TKDE - volume 32 - 2020 论文列表 |
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Volume 32, Number 12, December 2020
Daniele Miorandi Alessandra Rizzardi Sabrina Sicari Alberto Coen-Porisini
Skia: Scalable and Efficient In-Memory Analytics for Big Spatial-Textual Data.Yang Xu Bin Yao Zhi-Jie Wang Xiaofeng Gao Jiong Xie Minyi Guo
Scientific Workflow Protocol Discovery from Public Event Logs in Clouds.Wei Song Hans-Arno Jacobsen Fangfei Chen
Scalable Multiway Stream Joins in Hardware.Mohammadreza Najafi Mohammad Sadoghi Hans-Arno Jacobsen
Robust Low-Rank Kernel Subspace Clustering based on the Schatten p-norm and Correntropy.Xiaoqian Zhang Beijia Chen Huaijiang Sun Zhigui Liu Zhenwen Ren Yanmeng Li
Network Embedding via Coupled Kernelized Multi-Dimensional Array Factorization.Linchuan Xu Jiannong Cao Xiaokai Wei Philip S. Yu
Multi-View Support Vector Machines with the Consensus and Complementarity Information. Multiview Semi-Supervised Learning Model for Image Classification.Feiping Nie Lai Tian Rong Wang Xuelong Li
Locally Balanced Inductive Matrix Completion for Demand-Supply Inference in Stationless Bike-Sharing Systems.Senzhang Wang Hao Chen Jiannong Cao Jiawei Zhang Philip S. Yu
Impacts of Fractional Hot-Deck Imputation on Learning and Prediction of Engineering Data.Ikkyun Song Yicheng Yang Jongho Im Tong Tong Halil Ceylan In Ho Cho
Enabling Ternary Hash Tree Based Integrity Verification for Secure Cloud Data Storage. Destination-Aware Task Assignment in Spatial Crowdsourcing: A Worker Decomposition Approach.Yan Zhao Kai Zheng Yang Li Han Su Jiajun Liu Xiaofang Zhou
Combine Topic Modeling with Semantic Embedding: Embedding Enhanced Topic Model.Peng Zhang Suge Wang Deyu Li Xiaoli Li Zhikang Xu
Capturing Joint Label Distribution for Multi-Label Classification Through Adversarial Learning.Shangfei Wang Guozhu Peng Zhuangqiang Zheng
Best Bang for the Buck: Cost-Effective Seed Selection for Online Social Networks.Kai Han Yuntian He Keke Huang Xiaokui Xiao Shaojie Tang Jingxin Xu Liusheng Huang
Automated Data Slicing for Model Validation: A Big Data - AI Integration Approach.Yeounoh Chung Tim Kraska Neoklis Polyzotis Ki Hyun Tae Steven Euijong Whang
Volume 32, Number 11, November 2020
Jingyuan Wang Junjie Wu Ze Wang Fei Gao Zhang Xiong
SURGE: Continuous Detection of Bursty Regions Over a Stream of Spatial Objects.Kaiyu Feng Tao Guo Gao Cong Sourav S. Bhowmick Shuai Ma
Similarity Search for Dynamic Data Streams.Marc Bury Chris Schwiegelshohn Mara Sorella
Reference-Based Framework for Spatio-Temporal Trajectory Compression and Query Processing.Kai Zheng Yan Zhao Defu Lian Bolong Zheng Guanfeng Liu Xiaofang Zhou
Real-Time Ambulance Redeployment: A Data-Driven Approach.Shenggong Ji Yu Zheng Wenjun Wang Tianrui Li
On Nearby-Fit Spatial Keyword Queries.Victor Junqiu Wei Raymond Chi-Wing Wong Cheng Long Pan Hui
Ghost Imputation: Accurately Reconstructing Missing Data of the Off Period.Reza Rawassizadeh Hamidreza Keshavarz Michael J. Pazzani
Fast Discrete Collaborative Multi-Modal Hashing for Large-Scale Multimedia Retrieval.Chaoqun Zheng Lei Zhu Xu Lu Jingjing Li Zhiyong Cheng Hanwang Zhang
Entropy-based Sampling Approaches for Multi-Class Imbalanced Problems. Detecting Communities with Multiplex Semantics by Distinguishing Background, General, and Specialized Topics.Di Jin Kunzeng Wang Ge Zhang Pengfei Jiao Dongxiao He Françoise Fogelman-Soulié Xin Huang
Deep Learning Driven Venue Recommender for Event-Based Social Networks.Soumajit Pramanik Rajarshi Haldar Anand Kumar Sayan Pathak Bivas Mitra
A Variational Bayesian Framework for Cluster Analysis in a Complex Network.Lun Hu Keith C. C. Chan Xiaohui Yuan Shengwu Xiong
A Novel Trust Model Based Overlapping Community Detection Algorithm for Social Networks.Shuai Ding Zijie Yue Shanlin Yang Feng Niu Youtao Zhang
A General Centrality Framework-Based on Node Navigability.Pasquale De Meo Mark Levene Fabrizio Messina Alessandro Provetti
A Framework for Supervised Classification Performance Analysis with Information-Theoretic Methods.Francisco J. Valverde-Albacete Carmen Peláez-Moreno
A Crowdsourcing Framework for Collecting Tabular Data.Caihua Shan Nikos Mamoulis Guoliang Li Reynold Cheng Zhipeng Huang Yudian Zheng
Volume 32, Number 10, October 2020
Behrooz Omidvar-Tehrani Sihem Amer-Yahia
SentiDiff: Combining Textual Information and Sentiment Diffusion Patterns for Twitter Sentiment Analysis. Parameter-Free Weighted Multi-View Projected Clustering with Structured Graph Learning.Rong Wang Feiping Nie Zhen Wang Haojie Hu Xuelong Li
Online Knowledge Level Tracking with Data-Driven Student Models and Collaborative Filtering. On the Usefulness of SQL-Query-Similarity Measures to Find User Interests.Natalia Arzamasova Klemens Böhm Bertrand Goldman Christian Saaler Martin Schäler
OLAP over Probabilistic Data Cubes II: Parallel Materialization and Extended Aggregates.Xike Xie Kai Zou Xingjun Hao Torben Bach Pedersen Peiquan Jin Wei Yang
Joint Multi-View Hashing for Large-Scale Near-Duplicate Video Retrieval.Xiushan Nie Weizhen Jing Chaoran Cui Chen Jason Zhang Lei Zhu Yilong Yin
Fraud Detection in Dynamic Interaction Network.Hao Lin Guannan Liu Junjie Wu Yuan Zuo Xin Wan Hong Li
Efficient Learning with Exponentially-Many Conjunctive Precursors for Interpretable Spatial Event Forecasting.Liang Zhao Feng Chen Yanfang Ye
Cross-Domain Sentiment Encoding through Stochastic Word Embedding.Yanbin Hao Tingting Mu Richang Hong Meng Wang Xueliang Liu John Yannis Goulermas
BATON: Batch One-Hop Personalized PageRanks with Efficiency and Accuracy.Siqiang Luo Xiaokui Xiao Wenqing Lin Ben Kao
Automatic Classification of Algorithm Citation Functions in Scientific Literature.Suppawong Tuarob Sung Woo Kang Poom Wettayakorn Chanatip Pornprasit Tanakitti Sachati Saeed-Ul Hassan Peter Haddawy
A Nodes' Evolution Diversity Inspired Method to Detect Anomalies in Dynamic Social Networks. A Hierarchical Attention Model for Social Contextual Image Recommendation.Volume 32, Number 9, September 2020
Imran Khan Zongwei Luo Joshua Zhexue Huang Waseem Shahzad
Structural Representation Learning for User Alignment Across Social Networks.Li Liu Xin Li William K. Cheung Lejian Liao
On Optimally Partitioning Variable-Byte Codes.Giulio Ermanno Pibiri Rossano Venturini
Mining Novel Multivariate Relationships in Time Series Data Using Correlation Networks.Saurabh Agrawal Michael S. Steinbach Daniel Boley Snigdhansu Chatterjee Gowtham Atluri Anh The Dang Stefan Liess Vipin Kumar
Memory Augmented Deep Generative Models for Forecasting the Next Shot Location in Tennis.Tharindu Fernando Simon Denman Sridha Sridharan Clinton Fookes
Member Behavior in Dynamic Online Communities: Role Affiliation Frequency Model. LERI: Local Exploration for Rare-Category Identification.Hao Huang Qian Yan Wei Lu Huaizhong Lin Yunjun Gao Lei Chen
Feature Selective Projection with Low-Rank Embedding and Dual Laplacian Regularization.Chang Tang Xinwang Liu Xinzhong Zhu Jian Xiong Miaomiao Li Jingyuan Xia Xiangke Wang Lizhe Wang
Evaluation of Community Detection Methods.Xin Liu Hui-Min Cheng Zhong-Yuan Zhang
Evaluating Overfit and Underfit in Models of Network Community Structure.Amir Ghasemian Homa Hosseinmardi Aaron Clauset
Equilibrium of Redundancy in Relational Model for Optimized Data Retrieval. An Effective Clustering Method over CF$^+$+ Tree Using Multiple Range Queries.Hyeong-Cheol Ryu Sungwon Jung Sakti Pramanik
Adaptive Self-Paced Deep Clustering with Data Augmentation.Xifeng Guo Xinwang Liu En Zhu Xinzhong Zhu Miaomiao Li Xin Xu Jianping Yin
A Constrained Randomization Approach to Interactive Visual Data Exploration with Subjective Feedback.Volume 32, Number 8, August 2020
Hongke Zhao Binbin Jin Qi Liu Yong Ge Enhong Chen Xi Zhang Tong Xu
Translation-Based Sequential Recommendation for Complex Users on Sparse Data.Hui Li Ye Liu Nikos Mamoulis David S. Rosenblum
T-PCCE: Twitter Personality based Communicative Communities Extraction System for Big Data.Eleanna Kafeza Andreas Kanavos Christos Makris Georgios Pispirigos Pantelis Vikatos
Robust Multi-Label Learning with PRO Loss.Miao Xu Yu-Feng Li Zhi-Hua Zhou
ROAM: A Fundamental Routing Query on Road Networks with Efficiency.Siqiang Luo Reynold Cheng Ben Kao Xiaokui Xiao Shuigeng Zhou Jiafeng Hu
Reliable Accuracy Estimates from k-Fold Cross Validation. Privacy-Preserving User Profile Matching in Social Networks.Xun Yi Elisa Bertino Fang-Yu Rao Kwok-Yan Lam Surya Nepal Athman Bouguettaya
Multi-Party High-Dimensional Data Publishing Under Differential Privacy.Xiang Cheng Peng Tang Sen Su Rui Chen Zequn Wu Binyuan Zhu
Model-Based Synthetic Sampling for Imbalanced Data. Interactive Bike Lane Planning Using Sharing Bikes' Trajectories.Tianfu He Jie Bao Sijie Ruan Ruiyuan Li Yanhua Li Hui He Yu Zheng
Generative Adversarial Active Learning for Unsupervised Outlier Detection.Ye-Zheng Liu Zhe Li Chong Zhou Yuanchun Jiang Jianshan Sun Meng Wang Xiangnan He
Explainable Outfit Recommendation with Joint Outfit Matching and Comment Generation.Yujie Lin Pengjie Ren Zhumin Chen Zhaochun Ren Jun Ma Maarten de Rijke
Cleaning Data with Forbidden Itemsets.Joeri Rammelaere Floris Geerts
Approximate Nearest Neighbor Search on High Dimensional Data - Experiments, Analyses, and Improvement.Wen Li Ying Zhang Yifang Sun Wei Wang Mingjie Li Wenjie Zhang Xuemin Lin
Answering Top-$k$ k Graph Similarity Queries in Graph Databases. Active Online Learning for Social Media Analysis to Support Crisis Management.Volume 32, Number 7, July 2020
Haoyang Zhu Xiaoyong Li Qiang Liu Zichen Xu
Multi-View Scaling Support Vector Machines for Classification and Feature Selection.Jinglin Xu Junwei Han Feiping Nie Xuelong Li
Modeling and Computing Probabilistic Skyline on Incomplete Data.Kaiqi Zhang Hong Gao Xixian Han Zhipeng Cai Jianzhong Li
Learning Distilled Graph for Large-Scale Social Network Data Clustering.Wenhe Liu Dong Gong Mingkui Tan Qinfeng (Javen) Shi Yi Yang Alexander G. Hauptmann
Inferring Full Diffusion History from Partial Timestamps.Zhen Chen Hanghang Tong Lei Ying
Haery: A Hadoop Based Query System on Accumulative and High-Dimensional Data Model for Big Data.Jie Song HongYan He Richard Thomas Yubin Bao Ge Yu
Graph K-means Based on Leader Identification, Dynamic Game, and Opinion Dynamics.Zhan Bu Hui-Jia Li Chengcui Zhang Jie Cao Aihua Li Yong Shi
Evaluation of the Sample Clustering Process on Graphs.Jianpeng Zhang Yulong Pei George Fletcher Mykola Pechenizkiy
Efficient Contour Computation of Group-Based Skyline.Wenhui Yu Jinfei Liu Jian Pei Li Xiong Xu Chen Zheng Qin
Discovery and Recognition of Emerging Human Activities Using a Hierarchical Mixture of Directional Statistical Models. CVTM: A Content-Venue-Aware Topic Model for Group Event Recommendation.Yulu Du Xiangwu Meng Yujie Zhang
Complication Risk Profiling in Diabetes Care: A Bayesian Multi-Task and Feature Relationship Learning Approach.Bin Liu Ying Li Soumya Ghosh Zhaonan Sun Kenney Ng Jianying Hu
Blocking Self-Avoiding Walks Stops Cyber-Epidemics: A Scalable GPU-Based Approach.Hung T. Nguyen Alberto Cano Tam Vu Thang N. Dinh
Affinity Regularized Non-Negative Matrix Factorization for Lifelong Topic Modeling.Yong Chen Junjie Wu Jianying Lin Rui Liu Hui Zhang Zhiwen Ye
A Review of Judgment Analysis Algorithms for Crowdsourced Opinions.Volume 32, Number 6, June 2020
Hongmei Chen Yixiang Fang Ying Zhang Wenjie Zhang Lizhen Wang
Ultra-Scalable Spectral Clustering and Ensemble Clustering.Dong Huang Chang-Dong Wang Jian-Sheng Wu Jian-Huang Lai Chee-Keong Kwoh
Towards Automatic Construction of Diverse, High-Quality Image Datasets.Yazhou Yao Jian Zhang Fumin Shen Li Liu Fan Zhu Dongxiang Zhang Heng Tao Shen
The Disruptions of 5G on Data-Driven Technologies and Applications.Dumitrel Loghin Shaofeng Cai Gang Chen Tien Tuan Anh Dinh Feiyi Fan Qian Lin Janice Ng Beng Chin Ooi Xutao Sun Quang-Trung Ta Wei Wang Xiaokui Xiao Yang Yang Meihui Zhang Zhonghua Zhang
Semi-Supervised Learning with Auto-Weighting Feature and Adaptive Graph.Feiping Nie Shaojun Shi Xuelong Li
Parallel Simulated Annealing with a Greedy Algorithm for Bayesian Network Structure Learning. Optimal Margin Distribution Machine. Mining Behavioral Sequence Constraints for Classification.Johannes De Smedt Galina Deeva Jochen De Weerdt
GMC: Graph-Based Multi-View Clustering. Ensemble of Classifiers Based on Multiobjective Genetic Sampling for Imbalanced Data.Everlandio R. Q. Fernandes André C. P. L. F. de Carvalho Xin Yao
Discerning Influence Patterns with Beta-Poisson Factorization in Microblogging Environments.Wei Zhao Ziyu Guan Yuhui Huang Tingting Xi Huan Sun Zhiheng Wang Xiaofei He
Citywide Bike Usage Prediction in a Bike-Sharing System. Artifact-Based Workflows for Supporting Simulation Studies.Andreas Ruscheinski Tom Warnke Adelinde M. Uhrmacher
A Joint Two-Phase Time-Sensitive Regularized Collaborative Ranking Model for Point of Interest Recommendation.Mohammad Aliannejadi Dimitrios Rafailidis Fabio Crestani
A Generalized Locally Linear Factorization Machine with Supervised Variational Encoding.Xiaoshuang Chen Yin Zheng Peilin Zhao Zhuxi Jiang Wenye Ma Junzhou Huang
Volume 32, Number 5, May 2020
Yukuo Cen Jing Zhang Gaofei Wang Yujie Qian Chuizheng Meng Zonghong Dai Hongxia Yang Jie Tang
Semi-Supervised Deep Learning Approach for Transportation Mode Identification Using GPS Trajectory Data.Sina Dabiri Chang-Tien Lu Kevin Heaslip Chandan K. Reddy
Quality Control in Crowdsourcing Using Sequential Zero-Determinant Strategies.Qin Hu Shengling Wang Peizi Ma Xiuzhen Cheng Weifeng Lv Rongfang Bie
K-SPIN: Efficiently Processing Spatial Keyword Queries on Road Networks.Tenindra Abeywickrama Muhammad Aamir Cheema Arijit Khan
Joint Learning of Question Answering and Question Generation.Yibo Sun Duyu Tang Nan Duan Tao Qin Shujie Liu Zhao Yan Ming Zhou Yuanhua Lv Wenpeng Yin Xiaocheng Feng Bing Qin Ting Liu
Joint Label Prediction Based Semi-Supervised Adaptive Concept Factorization for Robust Data Representation.Zhao Zhang Yan Zhang Guangcan Liu Jinhui Tang Shuicheng Yan Meng Wang
Generalized Translation-Based Embedding of Knowledge Graph. Efficient Process Conformance Checking on the Basis of Uncertain Event-to-Activity Mappings.Han van der Aa Henrik Leopold Hajo A. Reijers
Efficient Entity Resolution on Heterogeneous Records.Yiming Lin Hongzhi Wang Jianzhong Li Hong Gao
Control-Flow Modeling with Declare: Behavioral Properties, Computational Complexity, and Tools.Valeria Fionda Antonella Guzzo
Boosting with Lexicographic Programming: Addressing Class Imbalance without Cost Tuning.Shounak Datta Sayak Nag Swagatam Das
ASCENT: Active Supervision for Semi-Supervised Learning.Yanchao Li Yongli Wang Dong-Jun Yu Ning Ye Peng Hu Ruxin Zhao
Adversarial Training Towards Robust Multimedia Recommender System.Jinhui Tang Xiaoyu Du Xiangnan He Fajie Yuan Qi Tian Tat-Seng Chua
A Scalable Multi-Data Sources Based Recursive Approximation Approach for Fast Error Recovery in Big Sensing Data on Cloud. A Hybrid E-Learning Recommendation Approach Based on Learners' Influence Propagation.Volume 32, Number 4, April 2020
Zahra Ghafoori Sarah M. Erfani James C. Bezdek Shanika Karunasekera Christopher Leckie
Discrimination-Aware Projected Matrix Factorization. Bayesian Networks for Data Integration in the Absence of Foreign Keys.Bohan Zhang Scott Sanner Mohamed Reda Bouadjenek Shagun Gupta
Adaptive Consistency Propagation Method for Graph Clustering. SRA: Secure Reverse Auction for Task Assignment in Spatial Crowdsourcing.Mingjun Xiao Kai Ma An Liu Hui Zhao Zhixu Li Kai Zheng Xiaofang Zhou
Similarity Join and Similarity Self-Join Size Estimation in a Streaming Environment. Scalable Spectral Clustering for Overlapping Community Detection in Large-Scale Networks.Hadrien Van Lierde Tommy W. S. Chow Guanrong Chen
Reducing Web Page Complexity to Facilitate Effective User Navigation. On Combining Biclustering Mining and AdaBoost for Breast Tumor Classification.Qinghua Huang Yongdong Chen Longzhong Liu Dacheng Tao Xuelong Li
NewMCOS: Towards a Practical Multi-Cloud Oblivious Storage Scheme.Zheli Liu Bo Li Yanyu Huang Jin Li Yang Xiang Witold Pedrycz
Multi-Campaign Oriented Spatial Crowdsourcing. Jointly Learning Topics in Sentence Embedding for Document Summarization.Yang Gao Yue Xu Heyan Huang Qian Liu Linjing Wei Luyang Liu
GERF: A Group Event Recommendation Framework Based on Learning-to-Rank.Yulu Du Xiangwu Meng Yujie Zhang Pengtao Lv
Feature Selection for Neural Networks Using Group Lasso Regularization.Huaqing Zhang Jian Wang Zhanquan Sun Jacek M. Zurada Nikhil R. Pal
An Efficient Approach to Finding Dense Temporal Subgraphs.Shuai Ma Renjun Hu Luoshu Wang Xuelian Lin Jinpeng Huai
Addressing the Item Cold-Start Problem by Attribute-Driven Active Learning.Yu Zhu Jinghao Lin Shibi He Beidou Wang Ziyu Guan Haifeng Liu Deng Cai
A Hybrid Discriminative Mixture Model for Cumulative Citation Recommendation.Volume 32, Number 3, March 2020
Xianying Liu Qiang Zhu Sakti Pramanik C. Titus Brown Gang Qian
Utilizing Neural Networks and Linguistic Metadata for Early Detection of Depression Indications in Text Sequences.Marcel Trotzek Sven Koitka Christoph M. Friedrich
Using Latent Knowledge to Improve Real-Time Activity Recognition for Smart IoT.Surong Yan Kwei-Jay Lin Xiaolin Zheng Wenyu Zhang
User Interface Derivation for Business Processes.Lei Han Jian Yang Weiliang Zhao Quan Z. Sheng
Unlocking Author Power: On the Exploitation of Auxiliary Author-Retweeter Relations for Predicting Key Retweeters.Bo Wu Wen-Huang Cheng Yongdong Zhang Juan Cao Jintao Li Tao Mei
Scheduling Resources to Multiple Pipelines of One Query in a Main Memory Database Cluster.Zhuhe Fang Chuliang Weng Li Wang Huiqi Hu Aoying Zhou
SAL-Hashing: A Self-Adaptive Linear Hashing Index for SSDs.Peiquan Jin Chengcheng Yang Xiaoliang Wang Lihua Yue Dezhi Zhang
Re-Revisiting Learning on Hypergraphs: Confidence Interval, Subgradient Method, and Extension to Multiclass.Chenzi Zhang Shuguang Hu Zhihao Gavin Tang T.-H. Hubert Chan
Personalized Video Recommendation Using Rich Contents from Videos.Xingzhong Du Hongzhi Yin Ling Chen Yang Wang Yi Yang Xiaofang Zhou
Learning New Words from Keystroke Data with Local Differential Privacy.Sungwook Kim Hyejin Shin Chung Hun Baek Soohyung Kim Junbum Shin
Flow Prediction in Spatio-Temporal Networks Based on Multitask Deep Learning.Junbo Zhang Yu Zheng Junkai Sun Dekang Qi
Dynamic Connection-Based Social Group Recommendation.Dong Qin Xiangmin Zhou Lei Chen Guangyan Huang Yanchun Zhang
Deep Inductive Graph Representation Learning.Ryan A. Rossi Rong Zhou Nesreen K. Ahmed
ChronoGraph: Enabling Temporal Graph Traversals for Efficient Information Diffusion Analysis over Time. A Transformation-Based Framework for KNN Set Similarity Search.Volume 32, Number 2, February 2020
Jinyoung Yeo Haeju Park Sanghoon Lee Eric Wonhee Lee Seung-won Hwang
Training Simplification and Model Simplification for Deep Learning : A Minimal Effort Back Propagation Method.Xu Sun Xuancheng Ren Shuming Ma Bingzhen Wei Wei Li Jingjing Xu Houfeng Wang Yi Zhang
Scalable Dynamic Graph Summarization.Ioanna Tsalouchidou Francesco Bonchi Gianmarco De Francisci Morales Ricardo Baeza-Yates
r-HUMO: A Risk-Aware Human-Machine Cooperation Framework for Entity Resolution with Quality Guarantees.Boyi Hou Qun Chen Zhaoqiang Chen Youcef Nafa Zhanhuai Li
QuickPoint: Efficiently Identifying Densest Sub-Graphs in Online Social Networks for Event Stream Dissemination.Hai Jin Changfu Lin Hanhua Chen Jiangchuan Liu
MV-RNN: A Multi-View Recurrent Neural Network for Sequential Recommendation.Qiang Cui Shu Wu Qiang Liu Wen Zhong Liang Wang
Learning to Weight for Text Classification.Alejandro Moreo Andrea Esuli Fabrizio Sebastiani
Fast and Low Memory Cost Matrix Factorization: Algorithm, Analysis, and Case Study.Yan Yan Mingkui Tan Ivor W. Tsang Yi Yang Qinfeng Shi Chengqi Zhang
Enriching Data Imputation under Similarity Rule Constraints.Shaoxu Song Yu Sun Aoqian Zhang Lei Chen Jianmin Wang
Design and Implementation of SSD-Assisted Backup and Recovery for Database Systems.Yongseok Son Moonsub Kim Sunggon Kim Heon Young Yeom Nam Sung Kim Hyuck Han
Conversion Prediction from Clickstream: Modeling Market Prediction and Customer Predictability.Jinyoung Yeo Seung-won Hwang Sungchul Kim Eunyee Koh Nedim Lipka
BRIGHT - Drift-Aware Demand Predictions for Taxi Networks.Amal Saadallah Luís Moreira-Matias Ricardo Sousa Jihed Khiari Erik Jenelius João Gama
Anomaly Detection Using Local Kernel Density Estimation and Context-Based Regression.Weiming Hu Jun Gao Bing Li Ou Wu Junping Du Stephen J. Maybank
An Efficient Destination Prediction Approach Based on Future Trajectory Prediction and Transition Matrix Optimization.Zhou Yang Heli Sun Jianbin Huang Zhongbin Sun Hui Xiong Shaojie Qiao Ziyu Guan Xiaolin Jia
Volume 32, Number 1, January 2020
Fanhua Shang Kaiwen Zhou Hongying Liu James Cheng Ivor W. Tsang Lijun Zhang Dacheng Tao Licheng Jiao
Sequence Pattern Mining with Variables.James S. Okolica Gilbert L. Peterson Robert F. Mills Michael R. Grimaila
Semi-Supervised Feature Selection via Sparse Rescaled Linear Square Regression.Xiaojun Chen Guowen Yuan Feiping Nie Zhong Ming
Scalable Detection of Crowd Motion Patterns.Stijn Heldens Nelly Litvak Maarten van Steen
Reducing Uncertainty of Schema Matching via Crowdsourcing with Accuracy Rates.Chen Jason Zhang Lei Chen H. V. Jagadish Mengchen Zhang Yongxin Tong
Recurrent Poisson Factorization for Temporal Recommendation.Seyed Abbas Hosseini Ali Khodadadi Keivan Alizadeh Ali Arabzadeh Mehrdad Farajtabar Hongyuan Zha Hamid R. Rabiee
Massively Distributed Time Series Indexing and Querying.Djamel Edine Yagoubi Reza Akbarinia Florent Masseglia Themis Palpanas
GAT: A Unified GPU-Accelerated Framework for Processing Batch Trajectory Queries.Kaixing Dong Bowen Zhang Yanyan Shen Yanmin Zhu Jiadi Yu
Finding Critical Users in Social Communities: The Collapsed Core and Truss Problems.Fan Zhang Conggai Li Ying Zhang Lu Qin Wenjie Zhang
Enhanced Graph Transforming V2 Algorithm for Non-Simple Graph in Big Data Pre-Processing.Sutedi Sutedi Noor Akhmad Setiawan Teguh Bharata Adji
Deep Private-Feature Extraction.Seyed Ali Osia Ali Taheri Ali Shahin Shamsabadi Kleomenis Katevas Hamed Haddadi Hamid R. Rabiee
DAG: A General Model for Privacy-Preserving Data Mining.Sin G. Teo Jianneng Cao Vincent C. S. Lee
Answering Why-Not Group Spatial Keyword Queries.Bolong Zheng Kai Zheng Christian S. Jensen Nguyen Quoc Viet Hung Han Su Guohui Li Xiaofang Zhou
An Attribute-Specific Ranking Method Based on Language Models for Keyword Search over Graphs.Asieh Ghanbarpour Hassan Naderi
A Semi-Supervised Approach to Message Stance Classification.Georgios Giasemidis Nikolaos Kaplis Ioannis Agrafiotis Jason R. C. Nurse