Jiong Yang

Xin Huang, Hong Cheng, Jiong Yang, Jeffrey Xu Yu, Hongliang Fei, Jun Huan: Semi-supervised Clustering of Graph Objects: A Subgraph Mining Approach. DASFAA (1) 2012: 197-212

Jiong Yang, Wei Su, Shirong Li, Mehmet M. Dalkiliç: WIGM: Discovery of Subgraph Patterns in a Large Weighted Graph. SDM 2012: 1083-1094

Fei Zhu, Jiong Yang, Yong Zhou: Enriched Format Text Categorization Using A Component Similarity Approach. JSW 6(9): 1713-1720 (2011)

Jiong Yang, Shijie Zhang, Wei Jin: DELTA: indexing and querying multi-labeled graphs. CIKM 2011: 1765-1774

Wei Jin, Jiong Yang: A Flexible Graph Pattern Matching Framework via Indexing. SSDBM 2011: 293-311

Jiong Yang, Wei Jin: BR-Index: An Indexing Structure for Subgraph Matching in Very Large Dynamic Graphs. SSDBM 2011: 322-331

Shijie Zhang, Jiong Yang, Wei Jin: SAPPER: Subgraph Indexing and Approximate Matching in Large Graphs. PVLDB 3(1): 1185-1194 (2010)

Shijie Zhang, Shirong Li, Jiong Yang: SUMMA: subgraph matching in massive graphs. CIKM 2010: 1285-1288

Boya Sun, Gang Shu, Andy Podgurski, Shirong Li, Shijie Zhang, Jiong Yang: Propagating Bug Fixes with Fast Subgraph Matching. ISSRE 2010: 21-30

Shirong Li, Shijie Zhang, Jiong Yang: DESSIN: Mining Dense Subgraph Patterns in a Single Graph. SSDBM 2010: 178-195

Wei Wang, Jiong Yang: Mining High-Dimensional Data. Data Mining and Knowledge Discovery Handbook 2010: 803-808

Shijie Zhang, Wei Su, Jiong Yang: ARCS-Motif: discovering correlated motifs from unaligned biological sequences. Bioinformatics 25(2): 183-189 (2009)

Shijie Zhang, Shirong Li, Jiong Yang: GADDI: distance index based subgraph matching in biological networks. EDBT 2009: 192-203

Shijie Zhang, Jiong Yang, Shirong Li: RING: An Integrated Method for Frequent Representative Subgraph Mining. ICDM 2009: 1082-1087

Pankaj Chopra, Jaewoo Kang, Jiong Yang, HyungJun Cho, Heenam Stanley Kim, Min-Goo Lee: Microarray data mining using landmark gene-guided clustering. BMC Bioinformatics 9 (2008)

Meng Hu, Kwangmin Choi, Wei Su, Sun Kim, Jiong Yang: A gene pattern mining algorithm using interchangeable gene sets for prokaryotes. BMC Bioinformatics 9 (2008)

Mohammed J. Zaki, George Karypis, Jiong Yang, Wei Wang: Introduction to special issue on bioinformatics. TKDD 2(1) (2008)

Ray-Yaung Chang, Andy Podgurski, Jiong Yang: Discovering Neglected Conditions in Software by Mining Dependence Graphs. IEEE Trans. Software Eng. 34(5): 579-596 (2008)

Meng Hu, Jiong Yang, Wei Su: Permu-pattern: discovery of mutable permutation patterns with proximity constraint. KDD 2008: 318-326

Shijie Zhang, Jiong Yang: RAM: Randomized Approximate Graph Mining. SSDBM 2008: 187-203

Mohammed J. Zaki, George Karypis, Jiong Yang: Data Mining in Bioinformatics (BIOKDD). Algorithms for Molecular Biology 2 (2007)

Gürkan Bebek, Jiong Yang: PathFinder: mining signal transduction pathway segments from protein-protein interaction networks. BMC Bioinformatics 8 (2007)

Shijie Zhang, Meng Hu, Jiong Yang: TreePi: A Novel Graph Indexing Method. ICDE 2007: 966-975

Shijie Zhang, Jiong Yang, VenuMadhav Cheedella: Monkey: Approximate Graph Mining Based on Spanning Trees. ICDE 2007: 1247-1249

Ray-Yaung Chang, Andy Podgurski, Jiong Yang: Finding what's not there: a new approach to revealing neglected conditions in software. ISSTA 2007: 163-173

Bin Song, Jeong-Hyeon Choi, Guangyu Chen, Jacek Szymanski, Guo-Qiang Zhang, Anthony K. H. Tung, Jaewoo Kang, Sun Kim, Jiong Yang: ARCS: an aggregated related column scoring scheme for aligned sequences. Bioinformatics 22(19): 2326-2332 (2006)

Zhuo Fang, Jiong Yang, Yixue Li, Qing-ming Luo, Lei Liu: Knowledge guided analysis of microarray data. : 401-411 (2006)

Mohammed J. Zaki, George Karypis, Jiong Yang: BIOKDD06: data mining in Bioinformatics. SIGKDD Explorations 8(2): 78 (2006)

Xiaoxin Yin, Jiawei Han, Jiong Yang, Philip S. Yu: Efficient Classification across Multiple Database Relations: A CrossMine Approach. IEEE Trans. Knowl. Data Eng. 18(6): 770-783 (2006)

Jiong Yang, Meng Hu: TrajPattern: Mining Sequential Patterns from Imprecise Trajectories of Mobile Objects. EDBT 2006: 664-681

Mustafa Kirac, Gultekin Özsoyoglu, Jiong Yang: Annotating proteins by mining protein interaction networks. ISMB (Supplement of Bioinformatics) 2006: 260-270

Meng Hu, Jiong Yang: A Biological Text Retrieval System Based on Background Knowledge and User Feedback. VDMB 2006: 50-64

Mehmet M. Dalkilic, Sun Kim, Jiong Yang (Eds.): Data Mining and Bioinformatics, First International Workshop, VDMB 2006, Seoul, Korea, September 11, 2006, Revised Selected Papers. Lecture Notes in Computer Science 4316, Springer 2006, isbn 3-540-68970-2

Wei Wang, Jiong Yang: Mining Sequential Patterns from Large Data Sets. Advances in Database Systems 28, Kluwer 2005, isbn 978-0-387-24246-0, pp. 1-161

Hwanjo Yu, Jiong Yang, Jiawei Han, Xiaolei Li: Making SVMs Scalable to Large Data Sets using Hierarchical Cluster Indexing. Data Min. Knowl. Discov. 11(3): 295-321 (2005)

Meng Hu, Jiong Yang: A System of User-Guided Biological Literature Search Engine. IEEE Data Eng. Bull. 28(4): 47-52 (2005)

Jiong Yang, Haixun Wang, Wei Wang, Philip S. Yu: An Improved Biclustering Method for Analyzing Gene Expression Profiles. International Journal on Artificial Intelligence Tools 14(5): 771-790 (2005)

Wei Wang, Jiong Yang: Mining High-Dimensional Data. The Data Mining and Knowledge Discovery Handbook 2005: 793-799

Peter Bajcsy, Jiawei Han, Lei Liu, Jiong Yang: Survey of Biodata Analysis from a Data Mining Perspective. Data Mining in Bioinformatics 2005: 9-39

Sun Kim, Jeong-Hyeon Choi, Jiong Yang: Gene Teams with Relaxed Proximity Constraint. CSB 2005: 44-55

Jaewoo Kang, Jiong Yang, Wanhong Xu, Pankaj Chopra: Integrating Heterogeneous Microarray Data Sources Using Correlation Signatures. DILS 2005: 105-120

Lei Liu, Jiong Yang, Anthony K. H. Tung: Data Mining Techniques for Microarray Datasets. ICDE 2005: 1149

Feng Pan, Wei Wang, Anthony K. H. Tung, Jiong Yang: Finding Representative Set from Massive Data. ICDM 2005: 338-345

Xiaoxin Yin, Jiawei Han, Jiong Yang: Searching for Related Objects in Relational Databases. SSDBM 2005: 227-236

Wei Wang, Jiong Yang: Guest Editors' Introduction: Special Issue on Mining Biological Data. IEEE Trans. Knowl. Data Eng. 17(8): 1019-1020 (2005)

Jiong Yang, Wei Wang, Philip S. Yu: Mining Surprising Periodic Patterns. Data Min. Knowl. Discov. 9(2): 189-216 (2004)

Wei Wang, Jiong Yang, Philip S. Yu: WAR: Weighted Association Rules for Item Intensities. Knowl. Inf. Syst. 6(2): 203-229 (2004)

Jiong Yang, Wei Wang, Philip S. Yu: Discovering High-Order Periodic Patterns. Knowl. Inf. Syst. 6(3): 243-268 (2004)

Xiaoxin Yin, Jiawei Han, Jiong Yang, Philip S. Yu: CrossMine: Efficient Classification Across Multiple Database Relations. Constraint-Based Mining and Inductive Databases 2004: 172-195

Jinze Liu, Jiong Yang, Wei Wang: Biclustering in Gene Expression Data by Tendency. CSB 2004: 182-193

Jinze Liu, Wei Wang, Jiong Yang: Gene Ontology Friendly Biclustering of Expression Profiles. CSB 2004: 436-447

Hui Fang, ChengXiang Zhai, Lei Liu, Jiong Yang: Subspace Clustering for Microarray Data Analysis: Multiple Criteria and Significance Assessment. CSB 2004: 582-583

Xiaoxin Yin, Jiawei Han, Jiong Yang, Philip S. Yu: CrossMine: Efficient Classification Across Multiple Database Relations. ICDE 2004: 399-410

Jiong Yang, Wei Wang: AGILE: A General Approach to Detect Transitions in Evolving Data Streams. ICDM 2004: 559-562

Jun Huan, Wei Wang, Jan Prins, Jiong Yang: SPIN: mining maximal frequent subgraphs from graph databases. KDD 2004: 581-586

Yifan Li, Jiawei Han, Jiong Yang: Clustering moving objects. KDD 2004: 617-622

Jinze Liu, Wei Wang, Jiong Yang: A framework for ontology-driven subspace clustering. KDD 2004: 623-628

Gao Cong, Anthony K. H. Tung, Xin Xu, Feng Pan, Jiong Yang: FARMER: Finding Interesting Rule Groups in Microarray Datasets. SIGMOD Conference 2004: 143-154

Yifan Li, Jiong Yang, Jiawei Han: Continuous K-Nearest Neighbor Search for Moving Objects. SSDBM 2004: 123-126

Jiong Yang, Wei Wang, Philip S. Yu: BASS: Approximate Search on Large String Databases. SSDBM 2004: 181-190

Zhiyuan Chen, Li Chen, Jian Pei, Yufei Tao, Haixun Wang, Wei Wang, Jiong Yang, Jun Yang, Donghui Zhang: Recent Progress on Selected Topics in Database Research - A Report by Nine Young Chinese Researchers Working in the United States. J. Comput. Sci. Technol. 18(5): 538-552 (2003)

Jiong Yang, Wei Wang, Philip S. Yu: Mining Asynchronous Periodic Patterns in Time Series Data. IEEE Trans. Knowl. Data Eng. 15(3): 613-628 (2003)

Jiong Yang, Haixun Wang, Wei Wang, Philip S. Yu: Enhanced Biclustering on Expression Data. BIBE 2003: 321-327

Hwanjo Yu, Jiong Yang, Wei Wang, Jiawei Han: Discovering Compact and Highly Discriminative Features or Feature Combinations of Drug Activities Using Support Vector Machines. CSB 2003: 220-228

Jiong Yang: Deliver Multimedia Streams with Flexible QoS via a Multicast DAG. ICDCS 2003: 126-137

Jiong Yang, Wei Wang: CLUSEQ: Efficient and Effective Sequence Clustering. ICDE 2003: 101-112

Jiong Yang: Dynamic Clustering of Evolving Streams with a Single Pass. ICDE 2003: 695-697

Hwanjo Yu, Jiong Yang, Jiawei Han: Classifying large data sets using SVMs with hierarchical clusters. KDD 2003: 306-315

Feng Pan, Gao Cong, Anthony K. H. Tung, Jiong Yang, Mohammed Javeed Zaki: Carpenter: finding closed patterns in long biological datasets. KDD 2003: 637-642

Jiong Yang, Wei Wang, Philip S. Yu: STAMP: On Discovery of Statistically Important Pattern Repeats in Long Sequential Data. SDM 2003

Jiong Yang, Wei Wang: Towards Automatic Clustering of Protein Sequences. CSB 2002: 175-186

Jiong Yang, Wei Wang, Yi Xia, Philip S. Yu: Accelerating Approximate Subsequence Search on Large Protein Sequence Databases. CSB 2002: 207-

Wei Wang, Jiong Yang: A Framework Towards Efficient and Effective Sequence Clusterin. ICDE 2002: 282

Jiong Yang, Wei Wang, Haixun Wang, Philip S. Yu: delta-Clusters: Capturing Subspace Correlation in a Large Data Set. ICDE 2002: 517-528

Jiong Yang, Wei Wang, Philip S. Yu: InfoMiner+: Mining Partial Periodic Patterns with Gap Penalties. ICDM 2002: 725-728

Yi Xia, Wei Wang, Jiong Yang, Philip S. Yu, Richard R. Muntz: Efficient Filtering of Large DatasetA User-Centric Paradigm. SDM 2002

Haixun Wang, Wei Wang, Jiong Yang, Philip S. Yu: Clustering by pattern similarity in large data sets. SIGMOD Conference 2002: 394-405

Jiong Yang, Wei Wang, Philip S. Yu, Jiawei Han: Mining long sequential patterns in a noisy environment. SIGMOD Conference 2002: 406-417

Wei Wang, Jiong Yang, Richard R. Muntz: TAR: Temporal Association Rules on Evolving Numerical Attributes. ICDE 2001: 283-292

Wei Wang, Jiong Yang, Philip S. Yu: Meta-patterns: Revealing Hidden Periodic Patterns. ICDM 2001: 550-557

Jiong Yang, Wei Wang, Philip S. Yu: Infominer: mining surprising periodic patterns. KDD 2001: 395-400

Wei Wang, Jiong Yang, Philip S. Yu: Mining Patterns in Long Sequential Data with Noise. SIGKDD Explorations 2(2): 28-33 (2000)

Jiong Yang, Wei Wang, Silvia Nittel, Richard R. Muntz, Vince Busam: Dynamo: design, implementation, and evaluation of cooperative persistent object management in a local area network. Softw., Pract. Exper. 30(4): 419-448 (2000)

Wei Wang, Jiong Yang, Richard R. Muntz: An Approach to Active Spatial Data Mining Based on Statistical Information. IEEE Trans. Knowl. Data Eng. 12(5): 715-728 (2000)

Jiong Yang, Wei Wang, Richard R. Muntz, Silvia Nittel: Dynamic Adaptive File Management in a Local Area Network. ICDCS 2000: 368-375

Wei Wang, Jiong Yang, Philip S. Yu: Efficient mining of weighted association rules (WAR). KDD 2000: 270-274

Jiong Yang, Wei Wang, Philip S. Yu: Mining asynchronous periodic patterns in time series data. KDD 2000: 275-279

Jiong Yang, Wei Wang, Richard R. Muntz: Collaborative Web caching based on proxy affinities. SIGMETRICS 2000: 78-89

Wei Wang, Jiong Yang, Richard R. Muntz: STING+: An Approach to Active Spatial Data Mining. ICDE 1999: 116-125

Wei Wang, Jiong Yang, Richard R. Muntz: PK-tree: A Spatial Index Structure for High Dimensional Point Data. FODO 1998: 27-36

Jiong Yang, Gil Neiger, Eli Gafni: Structured Derivations of Consensus Algorithms for Failure Detectors. PODC 1998: 297-306

Jiong Yang, Silvia Nittel, Wei Wang, Richard R. Muntz: DynamO: Dynamic Objects with Persistent Storage. POS/PJW 1998: 199-214

Wei Wang, Jiong Yang, Richard R. Muntz: STING: A Statistical Information Grid Approach to Spatial Data Mining. VLDB 1997: 186-195

Silvia Nittel, Jiong Yang, Richard R. Muntz: Mapping a Common Geoscientific Object Model to Heterogeneous Spatial Data Repositories. ACM-GIS 1996: 50-57