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Research Output 2004 2019

Filter
Article
Article
6 Citations (Scopus)
Internet Traffic
Boosting
Internet
Traffic
Network Traffic
161 Citations (Scopus)

Activity recognition with smartphone sensors

Su, X., Tong, H. & Ji, P., 2014, In : Tsinghua Science and Technology. 19, 3, p. 235-249 15 p., 6838194.

Research output: Contribution to journalArticle

Smartphones
Sensors
Biometrics
Data mining
Navigation
3 Citations (Scopus)

An effective framework for characterizing rare categories

He, J., Tong, H. & Carbonell, J., Apr 2012, In : Frontiers of Computer Science in China. 6, 2, p. 154-165 12 p.

Research output: Contribution to journalArticle

Transactions
Subgradient Method
Convex optimization
Banking
Skewness

Attributed Network Alignment: Problem Definitions and Fast Solutions

Zhang, S. & Tong, H., Aug 20 2018, (Accepted/In press) In : IEEE Transactions on Knowledge and Data Engineering.

Research output: Contribution to journalArticle

Topology
4 Citations (Scopus)
Databases
Symmetry
Pattern Analysis
Optimization
Image Database
16 Citations (Scopus)

Blockwise Human Brain Network Visual Comparison Using NodeTrix Representation

Yang, X., Shi, L., Daianu, M., Tong, H., Liu, Q. & Thompson, P., Jan 1 2017, In : IEEE Transactions on Visualization and Computer Graphics. 23, 1, p. 181-190 10 p., 7534826.

Research output: Contribution to journalArticle

Brain
Experiments
59 Citations (Scopus)
Image Classification
Feature Selection
Classifiers
Image classification
Classifier
2 Citations (Scopus)

Cross-dependency inference in multi-layered networks: A collaborative filtering perspective

Chen, C., Tong, H., Xie, L., Ying, L. & He, Q., Jun 1 2017, In : ACM Transactions on Knowledge Discovery from Data. 11, 4, 3056562.

Research output: Contribution to journalArticle

Collaborative filtering
Critical infrastructures
Complex networks
Biological systems
Data mining
23 Citations (Scopus)

Detecting high-quality posts in community question answering sites

Yao, Y., Tong, H., Xie, T., Akoglu, L., Xu, F. & Lu, J., May 1 2015, In : Information Sciences. 302, p. 70-82 13 p.

Research output: Contribution to journalArticle

Question Answering
Feedback
Voting
Scalability
Positive Feedback
13 Citations (Scopus)

Disease gene prioritization by integrating tissue-specific molecular networks using a robust multi-network model

Ni, J., Koyuturk, M., Tong, H., Haines, J., Xu, R. & Zhang, X., Nov 10 2016, In : BMC Bioinformatics. 17, 1, 453.

Research output: Contribution to journalArticle

Prioritization
Network Model
Genes
Tissue
Gene

Dual-regularized one-class collaborative filtering with implicit feedback

Yao, Y., Tong, H., Yan, G., Xu, F., Zhang, X., Szymanski, B. K. & Lu, J., May 1 2018, (Accepted/In press) In : World Wide Web. p. 1-31 31 p.

Research output: Contribution to journalArticle

Collaborative filtering
Feedback
Recommender systems
Stars
12 Citations (Scopus)

Eigen-optimization on large graphs by edge manipulation

Chen, C., Tong, H., Prakash, B. A., Eliassi-Rad, T., Faloutsos, M. & Faloutsos, C., Jun 1 2016, In : ACM Transactions on Knowledge Discovery from Data. 10, 4, 49.

Research output: Contribution to journalArticle

Viruses
Information dissemination
7 Citations (Scopus)

Enhancing Team Composition in Professional Networks: Problem Definitions and Fast Solutions

Li, L., Tong, H., Cao, N., Ehrlich, K., Lin, Y. R. & Buchler, N., Mar 1 2017, In : IEEE Transactions on Knowledge and Data Engineering. 29, 3, p. 613-626 14 p., 7762175.

Research output: Contribution to journalArticle

Chemical analysis
4 Citations (Scopus)

Fast and flexible top-k similarity search on large networks

Zhang, J., Tang, J., Ma, C., Tong, H., Jing, Y., Li, J., Luyten, W. & Moens, M. F., Aug 1 2017, In : ACM Transactions on Information Systems. 36, 2, 13.

Research output: Contribution to journalArticle

Sampling
Electric network analysis
Similarity search
Top-k
Information networks
6 Citations (Scopus)

Gateway finder in large graphs: Problem definitions and fast solutions

Tong, H., Papadimitriou, S., Faloutsos, C., Yu, P. S. & Eliassi-Rad, T., Jun 2012, In : Information Retrieval. 15, 3-4, p. 391-411 21 p.

Research output: Contribution to journalArticle

scenario
human being
small group
social network
efficiency
33 Citations (Scopus)

Gbase: An efficient analysis platform for large graphs

Kang, U., Tong, H., Sun, J., Lin, C. Y. & Faloutsos, C., Oct 2012, In : VLDB Journal. 21, 5, p. 637-650 14 p.

Research output: Contribution to journalArticle

Recommender systems
Internet
Proteins
Experiments
107 Citations (Scopus)

Generalized manifold-ranking-based image retrieval

He, J., Li, M., Zhang, H. J., Tong, H. & Zhang, C., Oct 2006, In : IEEE Transactions on Image Processing. 15, 10, p. 3170-3177 8 p.

Research output: Contribution to journalArticle

Image retrieval
Image Retrieval
Ranking
Query
Relevance Feedback
290 Citations (Scopus)

Graph based anomaly detection and description: A survey

Akoglu, L., Tong, H. & Koutra, D., Apr 10 2015, In : Data Mining and Knowledge Discovery. 29, 3, p. 626-688 63 p.

Research output: Contribution to journalArticle

Law enforcement
Finance
Health care
Scalability
1 Citation (Scopus)

Guest editorial: Special issue on data mining technologies for computational social science

Wang, F., Tong, H., Yu, P. & Aggarwal, C., Nov 2012, In : Data Mining and Knowledge Discovery. 25, 3, p. 415-419 5 p.

Research output: Contribution to journalArticle

Social sciences
Data mining
1 Citation (Scopus)

Guiding supervised topic modeling for content based tag recommendation

Wu, Y., Xi, S., Yao, Y., Xu, F., Tong, H. & Lu, J., Nov 7 2018, In : Neurocomputing. 314, p. 479-489 11 p.

Research output: Contribution to journalArticle

Observation
Information Storage and Retrieval
Datasets
12 Citations (Scopus)

Large graph analysis in the GMine system

Rodrigues, J. F., Tong, H., Pan, J. Y., Traina, A. J. M., Traina, C. & Faloutsos, C., 2013, In : IEEE Transactions on Knowledge and Data Engineering. 25, 1, p. 106-118 13 p., 6025354.

Research output: Contribution to journalArticle

Processing

Large scale network analysis workshop chairs' welcome message (lsna 2013)

He, Q., Tian, Y., Tong, H., McPherson, J., Konopnicki, D., Sun, J. & Appel, A. P., 2013, In : Unknown Journal. p. 485 1 p.

Research output: Contribution to journalArticle

Electric network analysis
16 Citations (Scopus)

Large-Scale Off-Target Identification Using Fast and Accurate Dual Regularized One-Class Collaborative Filtering and Its Application to Drug Repurposing

Lim, H., Poleksic, A., Yao, Y., Tong, H., He, D., Zhuang, L., Meng, P. & Xie, L., Oct 1 2016, In : PLoS Computational Biology. 12, 10, e1005135.

Research output: Contribution to journalArticle

Drug Repositioning
Target Identification
Collaborative filtering
Collaborative Filtering
Drugs
30 Citations (Scopus)

Manifold-ranking-based keyword propagation for image retrieval

Tong, H., He, J., Li, M., Ma, W. Y., Zhang, H. J. & Zhang, C., 2006, In : Eurasip Journal on Applied Signal Processing. 2006, p. 1-10 10 p.

Research output: Contribution to journalArticle

Image retrieval
Feedback
Classifiers
Experiments
4 Citations (Scopus)

Multi-aspect + Transitivity + Bias: An integral trust inference model

Yao, Y., Tong, H., Yan, X., Xu, F. & Lu, J., 2014, In : IEEE Transactions on Knowledge and Data Engineering. 26, 7, p. 1706-1719 14 p., 6585254.

Research output: Contribution to journalArticle

Scalability
25 Citations (Scopus)

Node Immunization on Large Graphs: Theory and Algorithms

Chen, C., Tong, H., Prakash, B. A., Tsourakakis, C. E., Eliassi-Rad, T., Faloutsos, C. & Chau, D. H., Jan 1 2016, In : IEEE Transactions on Knowledge and Data Engineering. 28, 1, p. 113-126 14 p., 7181715.

Research output: Contribution to journalArticle

Immunization
Graph theory
Immunology
Computer viruses
Public health
4 Citations (Scopus)

Non-negative residual matrix factorization: Problem definition, fast solutions, and applications

Tong, H. & Lin, C. Y., Feb 2012, In : Statistical Analysis and Data Mining. 5, 1, p. 3-15 13 p.

Research output: Contribution to journalArticle

Matrix Factorization
Factorization
Non-negative
Graph in graph theory
Community Detection
18 Citations (Scopus)

Online Travel Mode Identification Using Smartphones With Battery Saving Considerations

Su, X., Caceres, H., Tong, H. & He, Q., Mar 7 2016, (Accepted/In press) In : IEEE Transactions on Intelligent Transportation Systems.

Research output: Contribution to journalArticle

Smartphones
Global positioning system
Subway cars
Sensors
Mobile phones
4 Citations (Scopus)

On the eigen-functions of dynamic graphs: Fast tracking and attribution algorithms

Chen, C. & Tong, H., Apr 1 2017, In : Statistical Analysis and Data Mining. 10, 2, p. 121-135 15 p.

Research output: Contribution to journalArticle

Dynamic Graphs
Eigenfunctions
Viruses
Virus
Infection
1 Citation (Scopus)

Pairwise trust inference by subgraph extraction

Yao, Y., Tong, H., Xu, F. & Lu, J., Jan 1 2013, In : Social Network Analysis and Mining. 3, 4, p. 953-968 16 p.

Research output: Contribution to journalArticle

trustworthiness
induction
Mobile ad hoc networks
Evolutionary algorithms
Scalability

Preface

Aggarwal, C., Eliassi-Rad, T., Yu, P. S., Tong, H., Wang, F., Cheng, H., Akoglu, L., Chi, Y., Daly, E., Davidson, I., Gallagher, B. J., Getoor, L., Gurevich, M., He, J., Jaimes, A., Kang, U., Lerman, K., Li, L., Lu, H., Luo, D. & 7 others, Papadimitriou, S., Prakash, B. A., Shaw, Y., Sindhwani, V., Yao, Y., Wang, D. & Zhu, H., 2011, In : Unknown Journal. 6137541.

Research output: Contribution to journalArticle

8 Citations (Scopus)
Pseudo-relevance Feedback
Image retrieval
Image Retrieval
Search engines
Iterative methods
189 Citations (Scopus)

Random walk with restart: Fast solutions and applications

Tong, H., Faloutsos, C. & Pan, J. Y., Mar 2008, In : Knowledge and Information Systems. 14, 3, p. 327-346 20 p.

Research output: Contribution to journalArticle

Costs
11 Citations (Scopus)

RaPare: A generic strategy for cold-start rating prediction problem

Xu, J., Yao, Y., Tong, H., Tao, X. & Lu, J., Jun 1 2017, In : IEEE Transactions on Knowledge and Data Engineering. 29, 6, p. 1296-1309 14 p., 7582500.

Research output: Contribution to journalArticle

Recommender systems
Collaborative filtering
Factorization
Websites
Calibration
1 Citation (Scopus)

Reference point based near insertion approach and two-stage approach for TSP

Wang, L., Tong, H. & Zheng, D. Z., Jul 2004, In : Kongzhi yu Juece/Control and Decision. 19, 7

Research output: Contribution to journalArticle

Traveling salesman problem
Reference Point
Travelling salesman problems
Simulated annealing
Insertion
15 Citations (Scopus)

Robust bilinear factorization with missing and grossly corrupted observations

Shang, F., Liu, Y., Tong, H., Cheng, J. & Cheng, H., Jun 20 2015, In : Information Sciences. 307, p. 53-72 20 p.

Research output: Contribution to journalArticle

Factorization
Pursuit
Principal Components
Matrix Completion
Low-rank Matrices
3 Citations (Scopus)

Scalable Algorithms for CQA Post Voting Prediction

Yao, Y., Tong, H., Xu, F. & Lu, J., Aug 1 2017, In : IEEE Transactions on Knowledge and Data Engineering. 29, 8, p. 1723-1736 14 p., 7906587.

Research output: Contribution to journalArticle

1 Citation (Scopus)

SelfTrust: Leveraging self-assessment for trust inference in Internetware

Yao, Y., Xu, F., Ren, Y. L., Tong, H. & Lü, J., Oct 2013, In : Science China Information Sciences. 56, 10, p. 1-14 14 p.

Research output: Contribution to journalArticle

Software engineering
Social sciences
Learning systems
Internet
14 Citations (Scopus)

Semi-supervised learning with nuclear norm regularization

Shang, F., Jiao, L. C., Liu, Y. & Tong, H., Aug 2013, In : Pattern Recognition. 46, 8, p. 2323-2336 14 p.

Research output: Contribution to journalArticle

Supervised learning
40 Citations (Scopus)

Social network analysis in enterprise

Lin, C. Y., Wu, L., Wen, Z., Tong, H., Griffiths-Fisher, V., Shi, L. & Lubensky, D., 2012, In : Proceedings of the IEEE. 100, 9, p. 2759-2776 18 p., 6249715.

Research output: Contribution to journalArticle

Electric network analysis
Industry
Social sciences
Websites
Visualization
20 Citations (Scopus)
Glossaries
dictionary
Flow patterns
traffic
Subway stations
7 Citations (Scopus)

Towards Optimal Connectivity on Multi-layered Networks

Chen, C., He, J., Bliss, N. & Tong, H., Jun 23 2017, (Accepted/In press) In : IEEE Transactions on Knowledge and Data Engineering.

Research output: Contribution to journalArticle

Critical infrastructures
Biological systems
Large scale systems
Cyber Physical System
20 Citations (Scopus)

VEGAS: Visual influEnce GrAph Summarization on Citation Networks

Shi, L., Tong, H., Tang, J. & Lin, C., Dec 1 2015, In : IEEE Transactions on Knowledge and Data Engineering. 27, 12, p. 3417-3431 15 p., 7152908.

Research output: Contribution to journalArticle

Pipelines
Decomposition
Data mining
Experiments
6 Citations (Scopus)

Version-Aware rating prediction for mobile app recommendation

Yao, Y., Zhao, W. X., Wang, Y., Tong, H., Xu, F. & Lu, J., Jun 1 2017, In : ACM Transactions on Information Systems. 35, 4, 3015458.

Research output: Contribution to journalArticle

Application programs
Rating
Prediction
Mobile devices
Agglomeration
2 Citations (Scopus)

Visual analysis of brain networks using sparse regression models

Lei, S. H. I., Tong, H., Daianu, M., Tian, F. & Thompson, P. M., Feb 1 2018, In : ACM Transactions on Knowledge Discovery from Data. 12, 1, 5.

Research output: Contribution to journalArticle

Brain
Data visualization
Neurology
Computer science
User interfaces
2 Citations (Scopus)

Visualizing research impact through citation data

Wang, Y., Shi, C., Li, L., Tong, H. & Qu, H., Mar 1 2018, In : ACM Transactions on Interactive Intelligent Systems. 8, 1, 5.

Research output: Contribution to journalArticle

Scalability
Visualization