| 2008 |
|---|
| 323 | EE | Dong Xin,
Jiawei Han:
P-Cube: Answering Preference Queries in Multi-Dimensional Space.
ICDE 2008: 1092-1100 |
| 322 | EE | Jae-Gil Lee,
Jiawei Han,
Xiaolei Li:
Trajectory Outlier Detection: A Partition-and-Detect Framework.
ICDE 2008: 140-149 |
| 321 | EE | Hong Cheng,
Xifeng Yan,
Jiawei Han,
Philip S. Yu:
Direct Discriminative Pattern Mining for Effective Classification.
ICDE 2008: 169-178 |
| 320 | EE | Deng Cai,
Xiaofei He,
Jiawei Han:
Training Linear Discriminant Analysis in Linear Time.
ICDE 2008: 209-217 |
| 319 | EE | Xiaoxin Yin,
Jiawei Han:
Exploring the Power of Heuristics and Links in Multi-relational Data Mining.
ISMIS 2008: 17-27 |
| 318 | EE | Jiawei Han:
OLAP, Spatial.
Encyclopedia of GIS 2008: 809-812 |
| 317 | EE | Deng Cai,
Xiaofei He,
Jiawei Han:
SRDA: An Efficient Algorithm for Large-Scale Discriminant Analysis.
IEEE Trans. Knowl. Data Eng. 20(1): 1-12 (2008) |
| 316 | EE | Xiaofei He,
Deng Cai,
Jiawei Han:
Learning a Maximum Margin Subspace for Image Retrieval.
IEEE Trans. Knowl. Data Eng. 20(2): 189-201 (2008) |
| 2007 |
|---|
| 315 | | Deng Cai,
Xiaofei He,
Jiawei Han:
Isometric Projection.
AAAI 2007: 528-533 |
| 314 | EE | Deng Cai,
Xiaofei He,
Jiawei Han:
Spectral regression: a unified subspace learning framework for content-based image retrieval.
ACM Multimedia 2007: 403-412 |
| 313 | EE | Jiawei Han:
Exploring the Power of Links in Data Mining.
APWeb/WAIM 2007: 2 |
| 312 | EE | Deng Cai,
Xiaofei He,
Wei Vivian Zhang,
Jiawei Han:
Regularized locality preserving indexing via spectral regression.
CIKM 2007: 741-750 |
| 311 | EE | Deng Cai,
Xiaofei He,
Yuxiao Hu,
Jiawei Han,
Thomas S. Huang:
Learning a Spatially Smooth Subspace for Face Recognition.
CVPR 2007 |
| 310 | EE | Xiaoxin Yin,
Jiawei Han,
Philip S. Yu:
Object Distinction: Distinguishing Objects with Identical Names.
ICDE 2007: 1242-1246 |
| 309 | EE | Hector Gonzalez,
Jiawei Han,
Xuehua Shen:
Cost-Conscious Cleaning of Massive RFID Data Sets.
ICDE 2007: 1268-1272 |
| 308 | EE | Wen Jin,
Martin Ester,
Zengjian Hu,
Jiawei Han:
The Multi-Relational Skyline Operator.
ICDE 2007: 1276-1280 |
| 307 | EE | Feida Zhu,
Xifeng Yan,
Jiawei Han,
Philip S. Yu,
Hong Cheng:
Mining Colossal Frequent Patterns by Core Pattern Fusion.
ICDE 2007: 706-715 |
| 306 | EE | Hong Cheng,
Xifeng Yan,
Jiawei Han,
Chih-Wei Hsu:
Discriminative Frequent Pattern Analysis for Effective Classification.
ICDE 2007: 716-725 |
| 305 | EE | Dong Xin,
Jiawei Han:
Integrating OLAP and Ranking: The Ranking-Cube Methodology.
ICDE Workshops 2007: 253-256 |
| 304 | EE | Jing Gao,
Wei Fan,
Jiawei Han:
On Appropriate Assumptions to Mine Data Streams: Analysis and Practice.
ICDM 2007: 143-152 |
| 303 | EE | Deng Cai,
Xiaofei He,
Jiawei Han:
Efficient Kernel Discriminant Analysis via Spectral Regression.
ICDM 2007: 427-432 |
| 302 | EE | Chen Chen,
Xifeng Yan,
Feida Zhu,
Jiawei Han:
gApprox: Mining Frequent Approximate Patterns from a Massive Network.
ICDM 2007: 445-450 |
| 301 | EE | Deng Cai,
Xiaofei He,
Jiawei Han:
Spectral Regression: A Unified Approach for Sparse Subspace Learning.
ICDM 2007: 73-82 |
| 300 | EE | Feida Zhu,
Xifeng Yan,
Jiawei Han,
Philip S. Yu:
Efficient Discovery of Frequent Approximate Sequential Patterns.
ICDM 2007: 751-756 |
| 299 | EE | Deng Cai,
Xiaofei He,
Kun Zhou,
Jiawei Han,
Hujun Bao:
Locality Sensitive Discriminant Analysis.
IJCAI 2007: 708-713 |
| 298 | EE | Xiaoxin Yin,
Jiawei Han,
Philip S. Yu:
Truth discovery with multiple conflicting information providers on the web.
KDD 2007: 1048-1052 |
| 297 | EE | Jiawei Han:
Mining, Indexing, and Searching Graphs in Large Data Sets.
MLG 2007 |
| 296 | EE | Deng Cai,
Xiaofei He,
Jiawei Han:
Regularized regression on image manifold for retrieval.
Multimedia Information Retrieval 2007: 11-20 |
| 295 | EE | Jiawei Han:
Research Frontiers in Advanced Data Mining Technologies and Applications.
PAKDD 2007: 1-5 |
| 294 | EE | Feida Zhu,
Xifeng Yan,
Jiawei Han,
Philip S. Yu:
gPrune: A Constraint Pushing Framework for Graph Pattern Mining.
PAKDD 2007: 388-400 |
| 293 | EE | Tianyi Wu,
Yuguo Chen,
Jiawei Han:
Association Mining in Large Databases: A Re-examination of Its Measures.
PKDD 2007: 621-628 |
| 292 | EE | Jing Gao,
Wei Fan,
Jiawei Han,
Philip S. Yu:
A General Framework for Mining Concept-Drifting Data Streams with Skewed Distributions.
SDM 2007 |
| 291 | EE | Xiaolei Li,
Jiawei Han,
Sangkyum Kim,
Hector Gonzalez:
ROAM: Rule- and Motif-Based Anomaly Detection in Massive Moving Object Data Sets.
SDM 2007 |
| 290 | EE | Dong Xin,
Jiawei Han,
Kevin Chen-Chuan Chang:
Progressive and selective merge: computing top-k with ad-hoc ranking functions.
SIGMOD Conference 2007: 103-114 |
| 289 | EE | Jae-Gil Lee,
Jiawei Han,
Kyu-Young Whang:
Trajectory clustering: a partition-and-group framework.
SIGMOD Conference 2007: 593-604 |
| 288 | EE | Wen Jin,
Anthony K. H. Tung,
Martin Ester,
Jiawei Han:
On Efficient Processing of Subspace Skyline Queries on High Dimensional Data.
SSDBM 2007: 12 |
| 287 | EE | Xiaolei Li,
Jiawei Han,
Jae-Gil Lee,
Hector Gonzalez:
Traffic Density-Based Discovery of Hot Routes in Road Networks.
SSTD 2007: 441-459 |
| 286 | EE | Tianyi Wu,
Xiaolei Li,
Dong Xin,
Jiawei Han,
Jacob Lee,
Ricardo Redder:
DataScope: Viewing Database Contents in Google Maps' Way.
VLDB 2007: 1314-1317 |
| 285 | EE | Xiaolei Li,
Jiawei Han:
Mining Approximate Top-K Subspace Anomalies in Multi-Dimensional Time-Series Data.
VLDB 2007: 447-458 |
| 284 | EE | Hector Gonzalez,
Jiawei Han,
Xiaolei Li,
Margaret Myslinska,
John Paul Sondag:
Adaptive Fastest Path Computation on a Road Network: A Traffic Mining Approach.
VLDB 2007: 794-805 |
| 283 | EE | Chen Chen,
Xifeng Yan,
Philip S. Yu,
Jiawei Han,
Dong-Qing Zhang,
Xiaohui Gu:
Towards Graph Containment Search and Indexing.
VLDB 2007: 926-937 |
| 282 | EE | Dong Xin,
Jiawei Han,
Xifeng Yan,
Hong Cheng:
On compressing frequent patterns.
Data Knowl. Eng. 60(1): 5-29 (2007) |
| 281 | EE | Jiawei Han,
Hong Cheng,
Dong Xin,
Xifeng Yan:
Frequent pattern mining: current status and future directions.
Data Min. Knowl. Discov. 15(1): 55-86 (2007) |
| 280 | EE | Xiaoxin Yin,
Jiawei Han,
Philip S. Yu:
CrossClus: user-guided multi-relational clustering.
Data Min. Knowl. Discov. 15(3): 321-348 (2007) |
| 279 | EE | Dong Xin,
Jiawei Han,
Xiaolei Li,
Zheng Shao,
Benjamin W. Wah:
Computing Iceberg Cubes by Top-Down and Bottom-Up Integration: The StarCubing Approach.
IEEE Trans. Knowl. Data Eng. 19(1): 111-126 (2007) |
| 278 | EE | Jianyong Wang,
Jiawei Han,
Chun Li:
Frequent Closed Sequence Mining without Candidate Maintenance.
IEEE Trans. Knowl. Data Eng. 19(8): 1042-1056 (2007) |
| 277 | EE | Jian Pei,
Jiawei Han,
Wei Wang:
Constraint-based sequential pattern mining: the pattern-growth methods.
J. Intell. Inf. Syst. 28(2): 133-160 (2007) |
| 276 | EE | Jiawei Han:
Introduction.
TKDD 1(1): (2007) |
| 275 | EE | Qiaozhu Mei,
Dong Xin,
Hong Cheng,
Jiawei Han,
Chengxiang Zhai:
Semantic annotation of frequent patterns.
TKDD 1(3): (2007) |
| 2006 |
|---|
| 274 | EE | Jiawei Han,
Hector Gonzalez,
Xiaolei Li,
Diego Klabjan:
Warehousing and Mining Massive RFID Data Sets.
ADMA 2006: 1-18 |
| 273 | EE | Hector Gonzalez,
Jiawei Han,
Xiaolei Li:
Mining compressed commodity workflows from massive RFID data sets.
CIKM 2006: 162-171 |
| 272 | EE | Jiawei Han,
Xifeng Yan,
Philip S. Yu:
Mining, Indexing, and Similarity Search in Graphs and Complex Structures.
ICDE 2006: 106 |
| 271 | EE | Charu C. Aggarwal,
Chen Chen,
Jiawei Han:
On the Inverse Classification Problem and its Applications.
ICDE 2006: 111 |
| 270 | EE | Hongyan Liu,
Jiawei Han,
Dong Xin,
Zheng Shao:
Top-Down Mining of Interesting Patterns from Very High Dimensional Data.
ICDE 2006: 114 |
| 269 | EE | Dong Xin,
Zheng Shao,
Jiawei Han,
Hongyan Liu:
C-Cubing: Efficient Computation of Closed Cubes by Aggregation-Based Checking.
ICDE 2006: 4 |
| 268 | EE | Hector Gonzalez,
Jiawei Han,
Xiaolei Li,
Diego Klabjan:
Warehousing and Analyzing Massive RFID Data Sets.
ICDE 2006: 83 |
| 267 | EE | Xifeng Yan,
Feida Zhu,
Jiawei Han,
Philip S. Yu:
Searching Substructures with Superimposed Distance.
ICDE 2006: 88 |
| 266 | EE | Chao Liu,
Zeng Lian,
Jiawei Han:
How Bayesians Debug.
ICDM 2006: 382-393 |
| 265 | EE | Hong Cheng,
Philip S. Yu,
Jiawei Han:
AC-Close: Efficiently Mining Approximate Closed Itemsets by Core Pattern Recovery.
ICDM 2006: 839-844 |
| 264 | EE | Xiaolei Li,
Jiawei Han,
Sangkyum Kim:
Motion-Alert: Automatic Anomaly Detection in Massive Moving Objects.
ISI 2006: 166-177 |
| 263 | EE | Qiaozhu Mei,
Dong Xin,
Hong Cheng,
Jiawei Han,
ChengXiang Zhai:
Generating semantic annotations for frequent patterns with context analysis.
KDD 2006: 337-346 |
| 262 | EE | Dong Xin,
Hong Cheng,
Xifeng Yan,
Jiawei Han:
Extracting redundancy-aware top-k patterns.
KDD 2006: 444-453 |
| 261 | EE | Dong Xin,
Xuehua Shen,
Qiaozhu Mei,
Jiawei Han:
Discovering interesting patterns through user's interactive feedback.
KDD 2006: 773-778 |
| 260 | EE | Chao Liu,
Chen Chen,
Jiawei Han,
Philip S. Yu:
GPLAG: detection of software plagiarism by program dependence graph analysis.
KDD 2006: 872-881 |
| 259 | EE | Wen Jin,
Anthony K. H. Tung,
Jiawei Han,
Wei Wang:
Ranking Outliers Using Symmetric Neighborhood Relationship.
PAKDD 2006: 577-593 |
| 258 | EE | Chao Liu,
Xifeng Yan,
Jiawei Han:
Mining Control Flow Abnormality for Logic Error Isolation.
SDM 2006 |
| 257 | EE | Hongyan Liu,
Jiawei Han,
Dong Xin,
Zheng Shao:
Mining Interesting Patterns from Very High Dimensional Data: A Top-Down Row Enumeration Approach.
SDM 2006 |
| 256 | EE | Deng Cai,
Xiaofei He,
Jiawei Han:
Tensor space model for document analysis.
SIGIR 2006: 625-626 |
| 255 | EE | Kaushik Chakrabarti,
Venkatesh Ganti,
Jiawei Han,
Dong Xin:
Ranking objects based on relationships.
SIGMOD Conference 2006: 371-382 |
| 254 | EE | Chao Liu,
Jiawei Han:
Failure proximity: a fault localization-based approach.
SIGSOFT FSE 2006: 46-56 |
| 253 | EE | Dong Xin,
Chen Chen,
Jiawei Han:
Towards Robust Indexing for Ranked Queries.
VLDB 2006: 235-246 |
| 252 | EE | Xiaoxin Yin,
Jiawei Han,
Philip S. Yu:
LinkClus: Efficient Clustering via Heterogeneous Semantic Links.
VLDB 2006: 427-438 |
| 251 | EE | Dong Xin,
Jiawei Han,
Hong Cheng,
Xiaolei Li:
Answering Top-k Queries with Multi-Dimensional Selections: The Ranking Cube Approach.
VLDB 2006: 463-475 |
| 250 | EE | Hector Gonzalez,
Jiawei Han,
Xiaolei Li:
FlowCube: Constructuing RFID FlowCubes for Multi-Dimensional Analysis of Commodity Flows.
VLDB 2006: 834-845 |
| 249 | EE | Hongyan Liu,
Ying Lu,
Jiawei Han,
Jun He:
Error-Adaptive and Time-Aware Maintenance of Frequency Counts over Data Streams.
WAIM 2006: 484-495 |
| 248 | EE | Xifeng Yan,
Feida Zhu,
Philip S. Yu,
Jiawei Han:
Feature-based similarity search in graph structures.
ACM Trans. Database Syst. 31(4): 1418-1453 (2006) |
| 247 | EE | Fei Pan,
Kiran Kamath,
Kangyu Zhang,
Sudip Pulapura,
Avinash Achar,
Juan Nunez-Iglesias,
Yu Huang,
Xifeng Yan,
Jiawei Han,
Haiyan Hu,
Min Xu,
Jianjun Hu,
Xianghong Jasmine Zhou:
Integrative Array Analyzer: a software package for analysis of cross-platform and cross-species microarray data.
Bioinformatics 22(13): 1665-1667 (2006) |
| 246 | EE | Jian Pei,
Jiawei Han,
Laks V. S. Lakshmanan:
An Erratum on "Pushing Convertible Constraints in Frequent Itemset Mining".
Data Min. Knowl. Discov. 12(1): 119 (2006) |
| 245 | EE | Yixin Chen,
Guozhu Dong,
Jiawei Han,
Jian Pei,
Benjamin W. Wah,
Jianyong Wang:
Regression Cubes with Lossless Compression and Aggregation.
IEEE Trans. Knowl. Data Eng. 18(12): 1585-1599 (2006) |
| 244 | EE | Charu C. Aggarwal,
Jiawei Han,
Jianyong Wang,
Philip S. Yu:
A Framework for On-Demand Classification of Evolving Data Streams.
IEEE Trans. Knowl. Data Eng. 18(5): 577-589 (2006) |
| 243 | EE | Jianyong Wang,
Jiawei Han,
Jian Pei:
Closed Constrained Gradient Mining in Retail Databases.
IEEE Trans. Knowl. Data Eng. 18(6): 764-769 (2006) |
| 242 | EE | 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) |
| 241 | EE | Chao Liu,
Long Fei,
Xifeng Yan,
Jiawei Han,
Samuel P. Midkiff:
Statistical Debugging: A Hypothesis Testing-Based Approach.
IEEE Trans. Software Eng. 32(10): 831-848 (2006) |
| 240 | EE | Jiawei Han,
Kun Zhou,
Li-Yi Wei,
Minmin Gong,
Hujun Bao,
Xinming Zhang,
Baining Guo:
Fast example-based surface texture synthesis via discrete optimization.
The Visual Computer 22(9-11): 918-925 (2006) |
| 2005 |
|---|
| 239 | EE | Xiaofei He,
Deng Cai,
Haifeng Liu,
Jiawei Han:
Image clustering with tensor representation.
ACM Multimedia 2005: 132-140 |
| 238 | EE | Chao Liu,
Xifeng Yan,
Long Fei,
Jiawei Han,
Samuel P. Midkiff:
SOBER: statistical model-based bug localization.
ESEC/SIGSOFT FSE 2005: 286-295 |
| 237 | EE | Xifeng Yan,
Xianghong Jasmine Zhou,
Jiawei Han:
Mining Closed Relational Graphs with Connectivity Constraints.
ICDE 2005: 357-358 |
| 236 | EE | Xiaolei Li,
Jiawei Han,
Xiaoxin Yin,
Dong Xin:
Mining Evolving Customer-Product Relationships in Multi-Dimensional Space.
ICDE 2005: 580-581 |
| 235 | EE | Haiyan Hu,
Xifeng Yan,
Yu Huang,
Jiawei Han,
Xianghong Jasmine Zhou:
Mining coherent dense subgraphs across massive biological networks for functional discovery.
ISMB (Supplement of Bioinformatics) 2005: 213-221 |
| 234 | EE | Xifeng Yan,
Hong Cheng,
Jiawei Han,
Dong Xin:
Summarizing itemset patterns: a profile-based approach.
KDD 2005: 314-323 |
| 233 | EE | Xifeng Yan,
Xianghong Jasmine Zhou,
Jiawei Han:
Mining closed relational graphs with connectivity constraints.
KDD 2005: 324-333 |
| 232 | EE | Xiaoxin Yin,
Jiawei Han,
Philip S. Yu:
Cross-relational clustering with user's guidance.
KDD 2005: 344-353 |
| 231 | EE | Shengnan Cong,
Jiawei Han,
David A. Padua:
Parallel mining of closed sequential patterns.
KDD 2005: 562-567 |
| 230 | EE | Xiaoxin Yin,
Jiawei Han:
Efficient Classification from Multiple Heterogeneous Databases.
PKDD 2005: 404-416 |
| 229 | EE | Deng Cai,
Zheng Shao,
Xiaofei He,
Xifeng Yan,
Jiawei Han:
Community Mining from Multi-relational Networks.
PKDD 2005: 445-452 |
| 228 | EE | Wen Jin,
Martin Ester,
Jiawei Han:
Efficient Processing of Ranked Queries with Sweeping Selection.
PKDD 2005: 527-535 |
| 227 | EE | Shengnan Cong,
Jiawei Han,
Jay Hoeflinger,
David A. Padua:
A sampling-based framework for parallel data mining.
PPOPP 2005: 255-265 |
| 226 | | Chao Liu,
Xifeng Yan,
Hwanjo Yu,
Jiawei Han,
Philip S. Yu:
Mining Behavior Graphs for "Backtrace" of Noncrashing Bugs.
SDM 2005 |
| 225 | | Hong Cheng,
Xifeng Yan,
Jiawei Han:
SeqIndex: Indexing Sequences by Sequential Pattern Analysis.
SDM 2005 |
| 224 | EE | Xifeng Yan,
Philip S. Yu,
Jiawei Han:
Substructure Similarity Search in Graph Databases.
SIGMOD Conference 2005: 766-777 |
| 223 | EE | Wei Wang,
Chen Wang,
Yongtai Zhu,
Baile Shi,
Jian Pei,
Xifeng Yan,
Jiawei Han:
GraphMiner: a structural pattern-mining system for large disk-based graph databases and its applications.
SIGMOD Conference 2005: 879-881 |
| 222 | | Xiaoxin Yin,
Jiawei Han,
Jiong Yang:
Searching for Related Objects in Relational Databases.
SSDBM 2005: 227-236 |
| 221 | EE | Dong Xin,
Jiawei Han,
Xifeng Yan,
Hong Cheng:
Mining Compressed Frequent-Pattern Sets.
VLDB 2005: 709-720 |
| 220 | | Peter Bajcsy,
Jiawei Han,
Lei Liu,
Jiong Yang:
Survey of Biodata Analysis from a Data Mining Perspective.
Data Mining in Bioinformatics 2005: 9-39 |
| 219 | | Haixun Wang,
Philip S. Yu,
Jiawei Han:
Mining Data Streams.
The Data Mining and Knowledge Discovery Handbook 2005: 777-792 |
| 218 | EE | Xifeng Yan,
Philip S. Yu,
Jiawei Han:
Graph indexing based on discriminative frequent structure analysis.
ACM Trans. Database Syst. 30(4): 960-993 (2005) |
| 217 | EE | Charu C. Aggarwal,
Jiawei Han,
Jianyong Wang,
Philip S. Yu:
On High Dimensional Projected Clustering of Data Streams.
Data Min. Knowl. Discov. 10(3): 251-273 (2005) |
| 216 | EE | 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) |
| 215 | EE | Jiawei Han,
Yixin Chen,
Guozhu Dong,
Jian Pei,
Benjamin W. Wah,
Jianyong Wang,
Y. Dora Cai:
Stream Cube: An Architecture for Multi-Dimensional Analysis of Data Streams.
Distributed and Parallel Databases 18(2): 173-197 (2005) |
| 214 | EE | Deng Cai,
Xiaofei He,
Jiawei Han:
Document Clustering Using Locality Preserving Indexing.
IEEE Trans. Knowl. Data Eng. 17(12): 1624-1637 (2005) |
| 213 | EE | Ke Wang,
Yuelong Jiang,
Jeffrey Xu Yu,
Guozhu Dong,
Jiawei Han:
Divide-and-Approximate: A Novel Constraint Push Strategy for Iceberg Cube Mining.
IEEE Trans. Knowl. Data Eng. 17(3): 354-368 (2005) |
| 212 | EE | Jianyong Wang,
Jiawei Han,
Ying Lu,
Petre Tzvetkov:
TFP: An Efficient Algorithm for Mining Top-K Frequent Closed Itemsets.
IEEE Trans. Knowl. Data Eng. 17(5): 652-664 (2005) |
| 211 | EE | Petre Tzvetkov,
Xifeng Yan,
Jiawei Han:
TSP: Mining top-k closed sequential patterns.
Knowl. Inf. Syst. 7(4): 438-457 (2005) |
| 210 | EE | Michael J. Carey,
Jiawei Han:
A tribute to Professor Hongjun Lu.
SIGMOD Record 34(2): 5 (2005) |
| 2004 |
|---|
| 209 | EE | 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 |
| 208 | EE | Bin He,
Kevin Chen-Chuan Chang,
Jiawei Han:
Mining complex matchings across Web query interfaces.
DMKD 2004: 3-10 |
| 207 | EE | Xiaoxin Yin,
Jiawei Han,
Jiong Yang,
Philip S. Yu:
CrossMine: Efficient Classification Across Multiple Database Relations.
ICDE 2004: 399-411 |
| 206 | EE | Jianyong Wang,
Jiawei Han:
BIDE: Efficient Mining of Frequent Closed Sequences.
ICDE 2004: 79-90 |
| 205 | EE | Hwanjo Yu,
Duane Searsmith,
Xiaolei Li,
Jiawei Han:
Scalable Construction of Topic Directory with Nonparametric Closed Termset Mining.
ICDM 2004: 563-566 |
| 204 | EE | Bin He,
Kevin Chen-Chuan Chang,
Jiawei Han:
Discovering complex matchings across web query interfaces: a correlation mining approach.
KDD 2004: 148-157 |
| 203 | EE | Charu C. Aggarwal,
Jiawei Han,
Jianyong Wang,
Philip S. Yu:
On demand classification of data streams.
KDD 2004: 503-508 |
| 202 | EE | Hong Cheng,
Xifeng Yan,
Jiawei Han:
IncSpan: incremental mining of sequential patterns in large database.
KDD 2004: 527-532 |
| 201 | EE | Yifan Li,
Jiawei Han,
Jiong Yang:
Clustering moving objects.
KDD 2004: 617-622 |
| 200 | EE | Andrew Y. Wu,
Michael Garland,
Jiawei Han:
Mining scale-free networks using geodesic clustering.
KDD 2004: 719-724 |
| 199 | EE | Won-Young Kim,
Young-Koo Lee,
Jiawei Han:
CCMine: Efficient Mining of Confidence-Closed Correlated Patterns.
PAKDD 2004: 569-579 |
| 198 | EE | Wen Jin,
Jiawei Han,
Martin Ester:
Mining Thick Skylines over Large Databases.
PKDD 2004: 255-266 |
| 197 | EE | Xifeng Yan,
Philip S. Yu,
Jiawei Han:
Graph Indexing: A Frequent Structure-based Approach.
SIGMOD Conference 2004: 335-346 |
| 196 | EE | Y. Dora Cai,
David Clutter,
Greg Pape,
Jiawei Han,
Michael Welge,
Loretta Auvil:
MAIDS: Mining Alarming Incidents from Data Streams.
SIGMOD Conference 2004: 919-920 |
| 195 | EE | Yifan Li,
Jiong Yang,
Jiawei Han:
Continuous K-Nearest Neighbor Search for Moving Objects.
SSDBM 2004: 123-126 |
| 194 | EE | Zheng Shao,
Jiawei Han,
Dong Xin:
MM-Cubing: Computing Iceberg Cubes by Factorizing the Lattice Space.
SSDBM 2004: 213-222 |
| 193 | EE | Xiaolei Li,
Jiawei Han,
Hector Gonzalez:
High-Dimensional OLAP: A Minimal Cubing Approach.
VLDB 2004: 528-539 |
| 192 | EE | Charu C. Aggarwal,
Jiawei Han,
Jianyong Wang,
Philip S. Yu:
A Framework for Projected Clustering of High Dimensional Data Streams.
VLDB 2004: 852-863 |
| 191 | EE | Jiawei Han,
Jian Pei,
Yiwen Yin,
Runying Mao:
Mining Frequent Patterns without Candidate Generation: A Frequent-Pattern Tree Approach.
Data Min. Knowl. Discov. 8(1): 53-87 (2004) |
| 190 | EE | Jian Pei,
Jiawei Han,
Laks V. S. Lakshmanan:
Pushing Convertible Constraints in Frequent Itemset Mining.
Data Min. Knowl. Discov. 8(3): 227-252 (2004) |
| 189 | EE | Hwanjo Yu,
Jiawei Han,
Kevin Chen-Chuan Chang:
PEBL: Web Page Classification without Negative Examples.
IEEE Trans. Knowl. Data Eng. 16(1): 70-81 (2004) |
| 188 | EE | Jian Pei,
Jiawei Han,
Behzad Mortazavi-Asl,
Jianyong Wang,
Helen Pinto,
Qiming Chen,
Umeshwar Dayal,
Meichun Hsu:
Mining Sequential Patterns by Pattern-Growth: The PrefixSpan Approach.
IEEE Trans. Knowl. Data Eng. 16(11): 1424-1440 (2004) |
| 187 | EE | Guozhu Dong,
Jiawei Han,
Joyce M. W. Lam,
Jian Pei,
Ke Wang,
Wei Zou:
Mining Constrained Gradients in Large Databases.
IEEE Trans. Knowl. Data Eng. 16(8): 922-938 (2004) |
| 186 | EE | Jiawei Han,
Jian Pei,
Xifeng Yan:
From Sequential Pattern Mining to Structured Pattern Mining: A Pattern-Growth Approach.
J. Comput. Sci. Technol. 19(3): 257-279 (2004) |
| 185 | EE | Jian Pei,
Guozhu Dong,
Wei Zou,
Jiawei Han:
Mining Condensed Frequent-Pattern Bases.
Knowl. Inf. Syst. 6(5): 570-594 (2004) |
| 184 | EE | K. P. Unnikrishnan,
Ramasamy Uthurusamy,
Jiawei Han:
The third SIGKDD workshop on mining temporal and sequential data (KDD/TDM 2004).
SIGKDD Explorations 6(2): 152 (2004) |
| 2003 |
|---|
| 183 | EE | Hwanjo Yu,
ChengXiang Zhai,
Jiawei Han:
Text classification from positive and unlabeled documents.
CIKM 2003: 232-239 |
| 182 | EE | 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 |
| 181 | EE | Su-Jeong Ko,
Jiawei Han:
Mining Typical Preferences of Collaborative User Groups.
ER 2003: 419-432 |
| 180 | EE | Ke Wang,
Yuelong Jiang,
Jeffrey Xu Yu,
Guozhu Dong,
Jiawei Han:
Pushing Aggregate Constraints by Divide-and-Approximate.
ICDE 2003: 291-302 |
| 179 | EE | Petre Tzvetkov,
Xifeng Yan,
Jiawei Han:
TSP: Mining Top-K Closed Sequential Patterns.
ICDM 2003: 347-354 |
| 178 | EE | Young-Koo Lee,
Won-Young Kim,
Y. Dora Cai,
Jiawei Han:
CoMine: Efficient Mining of Correlated Patterns.
ICDM 2003: 581-584 |
| 177 | EE | AnHai Doan,
Ying Lu,
Yoonkyong Lee,
Jiawei Han:
Object Matching for Information Integration: A Profiler-Based Approach.
IIWeb 2003: 53-58 |
| 176 | EE | Haixun Wang,
Wei Fan,
Philip S. Yu,
Jiawei Han:
Mining concept-drifting data streams using ensemble classifiers.
KDD 2003: 226-235 |
| 175 | EE | Jianyong Wang,
Jiawei Han,
Jian Pei:
CLOSET+: searching for the best strategies for mining frequent closed itemsets.
KDD 2003: 236-245 |
| 174 | EE | Xifeng Yan,
Jiawei Han:
CloseGraph: mining closed frequent graph patterns.
KDD 2003: 286-295 |
| 173 | EE | Hwanjo Yu,
Jiong Yang,
Jiawei Han:
Classifying large data sets using SVMs with hierarchical clusters.
KDD 2003: 306-315 |
| 172 | EE | Xiaoxin Yin,
Jiawei Han:
CPAR: Classification based on Predictive Association Rules.
SDM 2003 |
| 171 | EE | Xifeng Yan,
Jiawei Han,
Ramin Afshar:
CloSpan: Mining Closed Sequential Patterns in Large Databases.
SDM 2003 |
| 170 | EE | Dong Xin,
Jiawei Han,
Xiaolei Li,
Benjamin W. Wah:
Star-Cubing: Computing Iceberg Cubes by Top-Down and Bottom-Up Integration.
VLDB 2003: 476-487 |
| 169 | EE | Charu C. Aggarwal,
Jiawei Han,
Jianyong Wang,
Philip S. Yu:
A Framework for Clustering Evolving Data Streams.
VLDB 2003: 81-92 |
| 168 | EE | AnHai Doan,
Ying Lu,
Yoonkyong Lee,
Jiawei Han:
Profile-Based Object Matching for Information Integration.
IEEE Intelligent Systems 18(5): 54-59 (2003) |
| 167 | EE | Anthony K. H. Tung,
Hongjun Lu,
Jiawei Han,
Ling Feng:
Efficient Mining of Intertransaction Association Rules.
IEEE Trans. Knowl. Data Eng. 15(1): 43-56 (2003) |
| 166 | EE | Ke Wang,
Yu He,
Jiawei Han:
Pushing Support Constraints Into Association Rules Mining.
IEEE Trans. Knowl. Data Eng. 15(3): 642-658 (2003) |
| 165 | EE | Ying Lu,
Jiawei Han:
Cancer classification using gene expression data.
Inf. Syst. 28(4): 243-268 (2003) |
| 2002 |
|---|
| 164 | | Robert L. Grossman,
Jiawei Han,
Vipin Kumar,
Heikki Mannila,
Rajeev Motwani:
Proceedings of the Second SIAM International Conference on Data Mining, Arlington, VA, USA, April 11-13, 2002
SIAM 2002 |
| 163 | EE | Jiawei Han:
How Can Data Mining Help Bio-Data Analysis?
BIOKDD 2002: 1-2 |
| 162 | EE | Jian Pei,
Jiawei Han,
Wei Wang:
Mining sequential patterns with constraints in large databases.
CIKM 2002: 18-25 |
| 161 | EE | Yixin Chen,
Guozhu Dong,
Jiawei Han,
Jian Pei,
Benjamin W. Wah,
Jianyong Wang:
Online Analytical Processing Stream Data: Is It Feasible?
DMKD 2002 |
| 160 | EE | Ke Wang,
Senqiang Zhou,
Jiawei Han:
Profit Mining: From Patterns to Actions.
EDBT 2002: 70-87 |
| 159 | EE | Jiawei Han,
Jianyong Wang,
Ying Lu,
Petre Tzvetkov:
Mining Top-K Frequent Closed Patterns without Minimum Support.
ICDM 2002: 211-218 |
| 158 | EE | Jian Pei,
Guozhu Dong,
Wei Zou,
Jiawei Han:
On Computing Condensed Frequent Pattern Bases.
ICDM 2002: 378-385 |
| 157 | EE | Hwanjo Yu,
Kevin Chen-Chuan Chang,
Jiawei Han:
Heterogeneous Learner for Web Page Classification.
ICDM 2002: 538-545 |
| 156 | EE | Xifeng Yan,
Jiawei Han:
gSpan: Graph-Based Substructure Pattern Mining.
ICDM 2002: 721-724 |
| 155 | EE | Junqiang Liu,
Yunhe Pan,
Ke Wang,
Jiawei Han:
Mining frequent item sets by opportunistic projection.
KDD 2002: 229-238 |
| 154 | EE | Hwanjo Yu,
Jiawei Han,
Kevin Chen-Chuan Chang:
PEBL: positive example based learning for Web page classification using SVM.
KDD 2002: 239-248 |
| 153 | EE | Ke Wang,
Liu Tang,
Jiawei Han,
Junqiang Liu:
Top Down FP-Growth for Association Rule Mining.
PAKDD 2002: 334-340 |
| 152 | EE | Jiong Yang,
Wei Wang,
Philip S. Yu,
Jiawei Han:
Mining long sequential patterns in a noisy environment.
SIGMOD Conference 2002: 406-417 |
| 151 | EE | Jiawei Han,
Jianyong Wang,
Guozhu Dong,
Jian Pei,
Ke Wang:
CubeExplorer: online exploration of data cubes.
SIGMOD Conference 2002: 626 |
| 150 | EE | Yixin Chen,
Guozhu Dong,
Jiawei Han,
Benjamin W. Wah,
Jianyong Wang:
Multi-Dimensional Regression Analysis of Time-Series Data Streams.
VLDB 2002: 323-334 |
| 149 | EE | Laks V. S. Lakshmanan,
Jian Pei,
Jiawei Han:
Quotient Cube: How to Summarize the Semantics of a Data Cube.
VLDB 2002: 778-789 |
| 148 | EE | Jiawei Han,
Russ B. Altman,
Vipin Kumar,
Heikki Mannila,
Daryl Pregibon:
Emerging scientific applications in data mining.
Commun. ACM 45(8): 54-58 (2002) |
| 147 | EE | Jiawei Han,
Kevin Chen-Chuan Chang:
Data Mining for Web Intelligence.
IEEE Computer 35(11): 64-70 (2002) |
| 146 | EE | Raymond T. Ng,
Jiawei Han:
CLARANS: A Method for Clustering Objects for Spatial Data Mining.
IEEE Trans. Knowl. Data Eng. 14(5): 1003-1016 (2002) |
| 145 | EE | Jian Pei,
Jiawei Han:
Constrained frequent pattern mining: a pattern-growth view.
SIGKDD Explorations 4(1): 31-39 (2002) |
| 144 | EE | Marianne Winslett,
Kevin Chen-Chuan Chang,
AnHai Doan,
Jiawei Han,
ChengXiang Zhai,
Yuanyuan Zhou:
Database Research at the University of Illinois at Urbana-Champaign.
SIGMOD Record 31(3): 97-102 (2002) |
| 143 | EE | Ling Feng,
Jeffrey Xu Yu,
Hongjun Lu,
Jiawei Han:
A template model for multidimensional inter-transactional association rules.
VLDB J. 11(2): 153-175 (2002) |
| 2001 |
|---|
| 142 | | Helen Pinto,
Jiawei Han,
Jian Pei,
Ke Wang,
Qiming Chen,
Umeshwar Dayal:
Multi-Dimensional Sequential Pattern Mining.
CIKM 2001: 81-88 |
| 141 | EE | Jian Pei,
Anthony K. H. Tung,
Jiawei Han:
Fault-Tolerant Frequent Pattern Mining: Problems and Challenges.
DMKD 2001 |
| 140 | EE | Sonny Han Seng Chee,
Jiawei Han,
Ke Wang:
RecTree: An Efficient Collaborative Filtering Method.
DaWaK 2001: 141-151 |
| 139 | EE | Jian Pei,
Jiawei Han,
Behzad Mortazavi-Asl,
Helen Pinto,
Qiming Chen,
Umeshwar Dayal,
Meichun Hsu:
PrefixSpan: Mining Sequential Patterns by Prefix-Projected Growth.
ICDE 2001: 215-224 |
| 138 | EE | Anthony K. H. Tung,
Jean Hou,
Jiawei Han:
Spatial Clustering in the Presence of Obstacles.
ICDE 2001: 359-367 |
| 137 | EE | Jian Pei,
Jiawei Han,
Laks V. S. Lakshmanan:
Mining Frequent Item Sets with Convertible Constraints.
ICDE 2001: 433-442 |
| 136 | | Wenmin Li,
Jiawei Han,
Jian Pei:
CMAR: Accurate and Efficient Classification Based on Multiple Class-Association Rules.
ICDM 2001: 369-376 |
| 135 | | Jian Pei,
Jiawei Han,
Hongjun Lu,
Shojiro Nishio,
Shiwei Tang,
Dongqing Yang:
H-Mine: Hyper-Structure Mining of Frequent Patterns in Large Databases.
ICDM 2001: 441-448 |
| 134 | EE | Anthony K. H. Tung,
Raymond T. Ng,
Laks V. S. Lakshmanan,
Jiawei Han:
Constraint-based clustering in large databases.
ICDT 2001: 405-419 |
| 133 | EE | Wen Jin,
Anthony K. H. Tung,
Jiawei Han:
Mining top-n local outliers in large databases.
KDD 2001: 293-298 |
| 132 | EE | Jiawei Han,
Laks V. S. Lakshmanan,
Jian Pei:
Scalable frequent-pattern mining methods: an overview.
KDD Tutorials 2001 |
| 131 | EE | Jiawei Han,
Jian Pei,
Guozhu Dong,
Ke Wang:
Efficient Computation of Iceberg Cubes with Complex Measures.
SIGMOD Conference 2001: 1-12 |
| 130 | EE | Jiawei Han,
Hasan M. Jamil,
Ying Lu,
Liangyou Chen,
Yaqin Liao,
Jian Pei:
DNA-Miner: A System Prototype for Mining DNA Sequences.
SIGMOD Conference 2001: 618 |
| 129 | EE | Guozhu Dong,
Jiawei Han,
Joyce M. W. Lam,
Jian Pei,
Ke Wang:
Mining Multi-Dimensional Constrained Gradients in Data Cubes.
VLDB 2001: 321-330 |
| 128 | EE | Kenneth A. Ross,
Jiawei Han,
Nick Koudas,
Rajeev Rastogi,
Daniel J. Rosenkrantz,
Peter Scheuermann,
Dan Suciu:
Reminiscences on Influential Papers.
SIGMOD Record 30(3): 101-104 (2001) |
| 2000 |
|---|
| 127 | | Jiawei Han,
Micheline Kamber:
Data Mining: Concepts and Techniques
Morgan Kaufmann 2000 |
| 126 | | Jian Pei,
Jiawei Han,
Runying Mao:
CLOSET: An Efficient Algorithm for Mining Frequent Closed Itemsets.
ACM SIGMOD Workshop on Research Issues in Data Mining and Knowledge Discovery 2000: 21-30 |
| 125 | EE | Edward Kim,
Joyce M. W. Lam,
Jiawei Han:
AIM: Approximate Intelligent Matching for Time Series Data.
DaWaK 2000: 347-357 |
| 124 | EE | Osmar R. Zaïane,
Jiawei Han,
Hua Zhu:
Mining Recurrent Items in Multimedia with Progressive Resolution Refinement.
ICDE 2000: 461-470 |
| 123 | EE | Jian Pei,
Jiawei Han:
Can we push more constraints into frequent pattern mining?
KDD 2000: 350-354 |
| 122 | EE | Jiawei Han,
Jian Pei,
Behzad Mortazavi-Asl,
Qiming Chen,
Umeshwar Dayal,
Meichun Hsu:
FreeSpan: frequent pattern-projected sequential pattern mining.
KDD 2000: 355-359 |
| 121 | | Anthony K. H. Tung,
Raymond T. Ng,
Laks V. S. Lakshmanan,
Jiawei Han:
Geo-Spatial Clustering with User-Specified Constraints.
MDM/KDD 2000: 1-7 |
| 120 | | Anthony K. H. Tung,
Jean Hou,
Jiawei Han:
COE: Clustering with Obstacles Entities. A Preliminary Study.
PAKDD 2000: 165-168 |
| 119 | | Jian Pei,
Jiawei Han,
Behzad Mortazavi-Asl,
Hua Zhu:
Mining Access Patterns Efficiently from Web Logs.
PAKDD 2000: 396-407 |
| 118 | EE | Jiawei Han,
Jian Pei,
Yiwen Yin:
Mining Frequent Patterns without Candidate Generation.
SIGMOD Conference 2000: 1-12 |
| 117 | EE | Ke Wang,
Yu He,
Jiawei Han:
Mining Frequent Itemsets Using Support Constraints.
VLDB 2000: 43-52 |
| 116 | EE | Hongjun Lu,
Ling Feng,
Jiawei Han:
Beyond intratransaction association analysis: mining multidimensional intertransaction association rules.
ACM Trans. Inf. Syst. 18(4): 423-454 (2000) |
| 115 | EE | Nebojsa Stefanovic,
Jiawei Han,
Krzysztof Koperski:
Object-Based Selective Materialization for Efficient Implementation of Spatial Data Cubes.
IEEE Trans. Knowl. Data Eng. 12(6): 938-958 (2000) |
| 114 | | David Wai-Lok Cheung,
H. Y. Hwang,
Ada Wai-Chee Fu,
Jiawei Han:
Efficient Rule-Based Attribute-Oriented Induction for Data Mining.
J. Intell. Inf. Syst. 15(2): 175-200 (2000) |
| 113 | EE | Harvey J. Miller,
Jiawei Han:
Discovering Geographic Knowledge in Data Rich Environments: A Report on a Specialist Meeting.
SIGKDD Explorations 1(2): 105-107 (2000) |
| 112 | EE | Jiawei Han,
Jian Pei:
Mining Frequent Patterns by Pattern-Growth: Methodology and Implications.
SIGKDD Explorations 2(2): 14-20 (2000) |
| 1999 |
|---|
| 111 | EE | Jiawei Han,
Qiang Yang,
Edward Kim:
Plan Mining by Divide-and-Conquer.
1999 ACM SIGMOD Workshop on Research Issues in Data Mining and Knowledge Discovery 1999 |
| 110 | EE | Ling Feng,
Hongjun Lu,
Jeffrey Xu Yu,
Jiawei Han:
Mining Inter-Transaction Associations with Templates.
CIKM 1999: 225-233 |
| 109 | EE | Jiawei Han,
Guozhu Dong,
Yiwen Yin:
Efficient Mining of Partial Periodic Patterns in Time Series Database.
ICDE 1999: 106-115 |
| 108 | EE | Anthony K. H. Tung,
Hongjun Lu,
Jiawei Han,
Ling Feng:
Breaking the Barrier of Transactions: Mining Inter-Transaction Association Rules.
KDD 1999: 297-301 |
| 107 | EE | Laks V. S. Lakshmanan,
Raymond T. Ng,
Jiawei Han,
Alex Pang:
Optimization of Constrained Frequent Set Queries with 2-variable Constraints.
SIGMOD Conference 1999: 157-168 |
| 106 | EE | Raymond T. Ng,
Laks V. S. Lakshmanan,
Jiawei Han,
Teresa Mah:
Exploratory Mining via Constrained Frequent Set Queries.
SIGMOD Conference 1999: 556-558 |
| 105 | EE | Xiaofang Zhou,
David Truffet,
Jiawei Han:
Efficient Polygon Amalgamation Methods for Spatial OLAP and Spatial Data Mining.
SSD 1999: 167-187 |
| 104 | EE | Jiawei Han:
Review - An Array-Based Algorithm for Simultaneous Multidimensional Aggregates.
ACM SIGMOD Digital Review 1: (1999) |
| 103 | | Jiawei Han,
Laks V. S. Lakshmanan,
Raymond T. Ng:
Constraint-Based Multidimensional Data Mining.
IEEE Computer 32(8): 46-50 (1999) |
| 102 | EE | Jiawei Han,
Zhaohui Xie,
Yongjian Fu:
Join Index Hierarchy: An Indexing Structure for Efficient Navigation in Object-Oriented Databases.
IEEE Trans. Knowl. Data Eng. 11(2): 321-337 (1999) |
| 101 | EE | Jiawei Han,
Yongjian Fu:
Mining Multiple-Level Association Rules in Large Databases.
IEEE Trans. Knowl. Data Eng. 11(5): 798-804 (1999) |
| 1998 |
|---|
| 100 | | Osmar R. Zaïane,
Man Xin,
Jiawei Han:
Discovering Web Access Patterns and Trends by Applying OLAP and Data Mining Technology on Web Logs.
ADL 1998: 19-29 |
| 99 | EE | Osmar R. Zaïane,
Jiawei Han,
Ze-Nian Li,
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