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  • Jiawei Han
Article

A DREAM challenge to build prediction models for short-term discontinuation of docetaxel in metastatic castration- resistant prostate cancer

Prostate Cancer DREAM Challenge Community, 2017, In : JCO Clinical Cancer Informatics. 2017, 1, p. 1-15 15 p.

Research output: Contribution to journalArticle

Open Access

A framework of mining trajectories from untrustworthy data in cyber-physical system

Tang, L. A., Yu, X., Gu, Q., Han, J., Jiang, G., Leung, A. & La Porta, T., Feb 1 2015, In : ACM Transactions on Knowledge Discovery from Data. 9, 3, 1 p.

Research output: Contribution to journalArticle

A framework of traveling companion discovery on trajectory data streams

Tang, L. A., Zheng, Y., Yuan, J., Han, J., Leung, A., Peng, W. C. & Porta, T. L., Dec 1 2013, In : ACM Transactions on Intelligent Systems and Technology. 5, 1, 2542185.

Research output: Contribution to journalArticle

A general framework for efficient clustering of large datasets based on activity detection

Jin, X., Kim, S., Han, J., Cao, L. & Yin, Z., Feb 1 2011, In : Statistical Analysis and Data Mining. 4, 1, p. 11-29 19 p.

Research output: Contribution to journalArticle

A graph-based consensus maximization approach for combining multiple supervised and unsupervised models

Gao, J., Liang, F., Fan, W., Sun, Y. & Han, J., Jan 1 2013, In : IEEE Transactions on Knowledge and Data Engineering. 25, 1, p. 15-28 14 p., 6035707.

Research output: Contribution to journalArticle

A network-assisted co-clustering algorithm to discover cancer subtypes based on gene expression

Liu, Y., Gu, Q., Hou, J. P., Han, J. & Ma, J., Feb 4 2014, In : BMC bioinformatics. 15, 1, 37.

Research output: Contribution to journalArticle

A probabilistic approach to detect mixed periodic patterns from moving object data

Li, J., Wang, J., Zhang, J., Qin, Q., Jindal, T. & Han, J., Oct 1 2016, In : GeoInformatica. 20, 4, p. 715-739 25 p.

Research output: Contribution to journalArticle

A unifying framework of mining trajectory patterns of various temporal tightness

Lee, J. G., Han, J. & Li, X., Jun 1 2015, In : IEEE Transactions on Knowledge and Data Engineering. 27, 6, p. 1478-1490 13 p., 6977963.

Research output: Contribution to journalArticle

Automated Phrase Mining from Massive Text Corpora

Shang, J., Liu, J., Jiang, M., Ren, X., Voss, C. R. & Han, J., Oct 1 2018, In : IEEE Transactions on Knowledge and Data Engineering. 30, 10, p. 1825-1837 13 p., 8306825.

Research output: Contribution to journalArticle

Classification and adaptive novel class detection of feature-evolving data streams

Masud, M. M., Chen, Q., Khan, L., Aggarwal, C. C., Gao, J., Han, J., Srivastava, A. & Oza, N. C., Jun 3 2013, In : IEEE Transactions on Knowledge and Data Engineering. 25, 7, p. 1484-1497 14 p., 6205751.

Research output: Contribution to journalArticle

Classification and novel class detection in concept-drifting data streams under time constraints

Masud, M., Gao, J., Khan, L., Han, J. & Thuraisingham, B. M., May 5 2011, In : IEEE Transactions on Knowledge and Data Engineering. 23, 6, p. 859-874 16 p., 5453372.

Research output: Contribution to journalArticle

Cloud-based malware detection for evolving data streams

Masud, M. M., Al-Khateeb, T. M., Hamlen, K. W., Gao, J., Khan, L., Han, J. & Thuraisingham, B., Oct 1 2011, In : ACM Transactions on Management Information Systems. 2, 3, 16.

Research output: Contribution to journalArticle

Cloud-Based Phrase Mining and Analysis of User-Defined Phrase-Category Association in Biomedical Publications

Sigdel, D., Kyi, V., Zhang, A., Setty, S. P., Liem, D. A., Shi, Y., Wang, X., Shen, J., Wang, W., Han, J. W. & Ping, P., Feb 23 2019, In : Journal of visualized experiments : JoVE. 144

Research output: Contribution to journalArticle

Open Access

Co-evolution of multi-typed objects in dynamic star networks

Sun, Y., Tang, J., Han, J., Chen, C. & Gupta, M., Dec 1 2014, In : IEEE Transactions on Knowledge and Data Engineering. 26, 12, p. 2942-2955 14 p., 6945935.

Research output: Contribution to journalArticle

Collection-based sparse label propagation and its application on social group suggestion from photos

Yu, J., Jin, X., Han, J. & Luo, J., Feb 1 2011, In : ACM Transactions on Intelligent Systems and Technology. 2, 2, 12.

Research output: Contribution to journalArticle

Conflicts to Harmony: A Framework for Resolving Conflicts in Heterogeneous Data by Truth Discovery

Li, Y., Li, Q., Gao, J., Su, L., Zhao, B., Fan, W. & Han, J., Aug 1 2016, In : IEEE Transactions on Knowledge and Data Engineering. 28, 8, p. 1986-1999 14 p., 7460925.

Research output: Contribution to journalArticle

Constructing topical hierarchies in heterogeneous information networks

Wang, C., Liu, J., Desai, N., Danilevsky, M. & Han, J., Sep 17 2015, In : Knowledge and Information Systems. 44, 3, p. 529-558 30 p.

Research output: Contribution to journalArticle

Cross-type biomedical named entity recognition with deep multi-task learning

Wang, X., Zhang, Y., Ren, X., Zhang, Y., Zitnik, M., Shang, J., Langlotz, C. & Han, J., May 15 2019, In : Bioinformatics. 35, 10, p. 1745-1752 8 p.

Research output: Contribution to journalArticle

Deep multiplex graph infomax: Attentive multiplex network embedding using global information

Park, C., Han, J. & Yu, H., Jun 7 2020, In : Knowledge-Based Systems. 197, 105861.

Research output: Contribution to journalArticle

Density-based shrinkage for revealing hierarchical and overlapping community structure in networks

Huang, J., Sun, H., Han, J. & Feng, B., Jun 1 2011, In : Physica A: Statistical Mechanics and its Applications. 390, 11, p. 2160-2171 12 p.

Research output: Contribution to journalArticle

Detection of complexes in biological networks through diversified dense subgraph mining

Ma, X., Zhou, G., Shang, J., Wang, J., Peng, J. & Han, J., Sep 2017, In : Journal of Computational Biology. 24, 9, p. 923-941 19 p.

Research output: Contribution to journalArticle

DPPred: An Effective Prediction Framework with Concise Discriminative Patterns

Shang, J., Jiang, M., Tong, W., Xiao, J., Peng, J. & Han, J., Jul 1 2018, In : IEEE Transactions on Knowledge and Data Engineering. 30, 7, p. 1226-1239 14 p.

Research output: Contribution to journalArticle

DWCox: A density-weighted Cox model for outlier-robust prediction of prostate cancer survival

Xiao, J., Wang, S., Shang, J., Lin, H., Xin, D., Ren, X., Han, J. & Peng, J., 2016, In : F1000Research. 5, 2806.

Research output: Contribution to journalArticle

Efficient keyword-based search for top-K cells in text cube

Ding, B., Zhao, B., Lin, C. X., Han, J., Zhai, C., Srivastava, A. & Oza, N. C., Oct 31 2011, In : IEEE Transactions on Knowledge and Data Engineering. 23, 12, p. 1795-1810 16 p., 5710919.

Research output: Contribution to journalArticle

Embedding learning with events in heterogeneous information networks

Gui, H., Liu, J., Tao, F., Jiang, M., Norick, B., Kaplan, L. & Han, J., Nov 2017, In : IEEE Transactions on Knowledge and Data Engineering. 29, 11, p. 2428-2441 14 p., 7997782.

Research output: Contribution to journalArticle

Entity linking with a knowledge base: Issues, techniques, and solutions

Shen, W., Wang, J. & Han, J., Feb 1 2015, In : IEEE Transactions on Knowledge and Data Engineering. 27, 2, p. 443-460 18 p., 6823700.

Research output: Contribution to journalArticle

Environmental drivers of variability in the movement ecology of turkey vultures (cathartes aura) in North and South America

Dodge, S., Bohrer, G., Bildstein, K., Davidson, S. C., Weinzierl, R., Bechard, M. J., Barber, D., Kays, R., Brandes, D., Han, J. & Wikelski, M., May 26 2014, In : Philosophical Transactions of the Royal Society B: Biological Sciences. 369, 1643

Research output: Contribution to journalArticle

EPeriodicity: Mining event periodicity from incomplete observations

Li, Z., Wang, J. & Han, J., May 1 2015, In : IEEE Transactions on Knowledge and Data Engineering. 27, 5, p. 1219-1232 14 p., 6940249.

Research output: Contribution to journalArticle

Exploring and inferring user-user pseudo-friendship for sentiment analysis with heterogeneous networks

Deng, H., Han, J., Li, H., Ji, H., Wang, H. & Lu, Y., Aug 2014, In : Statistical Analysis and Data Mining. 7, 4, p. 308-321 14 p.

Research output: Contribution to journalArticle

GeoBurst+: Effective and real-time local event detection in geo-tagged tweet streams

Zhang, C., Lei, D., Yuan, Q., Zhuang, H., Kaplan, L., Wang, S. & Han, J., Feb 2018, In : ACM Transactions on Intelligent Systems and Technology. 9, 3, 34.

Research output: Contribution to journalArticle

Graph regularized nonnegative matrix factorization for data representation

Cai, D., He, X., Han, J. & Huang, T. S., May 24 2011, In : IEEE transactions on pattern analysis and machine intelligence. 33, 8, p. 1548-1560 13 p., 5674058.

Research output: Contribution to journalArticle

KnowEnG: A knowledge engine for genomics

Sinha, S., Song, J., Weinshilboum, R., Jongeneel, V. & Han, J., Jan 1 2015, In : Journal of the American Medical Informatics Association. 22, 6, p. 1115-1119 5 p.

Research output: Contribution to journalArticle

Knowledge-guided analysis of "omics" data using the KnowEnG cloud platform

Blatti, C., Emad, A., Berry, M. J., Gatzke, L., Epstein, M., Lanier, D., Rizal, P., Ge, J., Liao, X., Sobh, O., Lambert, M., Post, C. S., Xiao, J., Groves, P., Epstein, A. T., Chen, X., Srinivasan, S., Lehnert, E., Kalari, K. R., Wang, L. & 8 others, Weinshilboum, R. M., Song, J. S., Jongeneel, C. V., Han, J., Ravaioli, U., Sobh, N., Bushell, C. B. & Sinha, S., 2020, In : PLoS biology. 18, 1, e3000583.

Research output: Contribution to journalArticle

Open Access

Laplacian regularized Gaussian mixture model for data clustering

He, X., Cai, D., Shao, Y., Bao, H. & Han, J., Jun 21 2011, In : IEEE Transactions on Knowledge and Data Engineering. 23, 9, p. 1406-1418 13 p., 5677520.

Research output: Contribution to journalArticle

Liberal entity extraction: Rapid construction of fine-grained entity typing systems

Huang, L., May, J., Pan, X., Ji, H., Ren, X., Han, J., Zhao, L. & Hendler, J. A., Mar 2017, In : Big Data. 5, 1, p. 19-31 13 p.

Research output: Contribution to journalArticle

Locally consistent concept factorization for document clustering

Cai, D., He, X. & Han, J., Mar 15 2011, In : IEEE Transactions on Knowledge and Data Engineering. 23, 6, p. 902-913 12 p., 5567104.

Research output: Contribution to journalArticle

Meta-path-based search and mining in heterogeneous information networks

Sun, Y. & Han, J., Aug 2013, In : Tsinghua Science and Technology. 18, 4, p. 329-338 10 p., 06574671.

Research output: Contribution to journalArticle

Methods for mining frequent items in data streams: An overview

Liu, H., Lin, Y. & Han, J., 2011, In : Knowledge and Information Systems. 26, 1, p. 1-30 30 p.

Research output: Contribution to journalArticle

Mining discriminative patterns for classifying trajectories on road networks

Lee, J. G., Han, J., Li, X. & Cheng, H., Mar 8 2011, In : IEEE Transactions on Knowledge and Data Engineering. 23, 5, p. 712-726 15 p., 5560657.

Research output: Contribution to journalArticle

Mining flipping correlations from large datasets with taxonomies

Barsky, M., Kim, S., Weninger, T. & Han, J., Dec 2011, In : Proceedings of the VLDB Endowment. 5, 4, p. 370-381 12 p.

Research output: Contribution to journalArticle

Mining sensor data in cyber-physical systems

Tang, L. A., Han, J. & Jiang, G., Jun 2014, In : Tsinghua Science and Technology. 19, 3, p. 225-234 10 p., 6838193.

Research output: Contribution to journalArticle

Mining strong relevance between heterogeneous entities from unstructured biomedical data

Ji, M., He, Q., Han, J. & Spangler, S., Jul 8 2015, In : Data Mining and Knowledge Discovery. 29, 4, p. 976-998 23 p.

Research output: Contribution to journalArticle

Mining top-K large structural patterns in a massive network

Zhu, F., Qu, Q., Lo, D., Yan, X., Han, J. & Yu, P. S., Aug 1 2011, In : Proceedings of the VLDB Endowment. 4, 11, p. 807-818 12 p.

Research output: Contribution to journalArticle

Mining trajectory data and geotagged data in social media for road map inference

Li, J., Qin, Q., Han, J., Tang, L. A. & Lei, K. H., Feb 1 2015, In : Transactions in GIS. 19, 1, p. 1-18 18 p.

Research output: Contribution to journalArticle

MiTexCube: MicroTextCluster Cube for online analysis of text cells and its applications

Zhang, D., Zhai, C. & Han, J., Jun 1 2013, In : Statistical Analysis and Data Mining. 6, 3, p. 243-259 17 p.

Research output: Contribution to journalArticle

MoveMine: Mining moving object data for discovery of animal movement patterns

Li, Z., Han, J., Ji, M., Tang, L. A., Yu, Y., Ding, B., Lee, J. G. & Kays, R., Jul 1 2011, In : ACM Transactions on Intelligent Systems and Technology. 2, 4, 37.

Research output: Contribution to journalArticle

MoveMine 2.0: Mining object relationships from movement data

Wu, F., Lei, T. K. H., Li, Z. & Han, J., 2014, In : Proceedings of the VLDB Endowment. 7, 13, p. 1613-1616 4 p.

Research output: Contribution to journalArticle

Multidimensional data mining of traffic anomalies on large-scale road networks

Gonzalez, H., Han, J., Ouyang, Y. & Seith, S., Dec 1 2011, In : Transportation Research Record. 2215, p. 75-84 10 p.

Research output: Contribution to journalArticle

Multiscale online media simulation with SocialCube

Abdelzaher, T., Han, J., Hao, Y., Jing, A., Liu, D., Liu, S., Nguyen, H. H., Nicol, D. M., Shao, H., Wang, T., Yao, S., Zhang, Y., Malik, O., Dipple, S., Flamino, J., Buchanan, F., Cohen, S., Korniss, G. & Szymanski, B. K., 2020, (Accepted/In press) In : Computational and Mathematical Organization Theory.

Research output: Contribution to journalArticle

On exploiting transient social contact patterns for data forwarding in delay-tolerant networks

Gao, W., Cao, G., La Porta, T. & Han, J., Jan 1 2013, In : IEEE Transactions on Mobile Computing. 12, 1, p. 151-165 15 p., 6086545.

Research output: Contribution to journalArticle