2011

 

Consensus Extraction from Heterogeneous Detectors to Improve Performance over Network Traffic Anomaly Detection
Jing Gao, Wei Fan, Deepak S. Turaga, Olivier Verscheure, Xiaoqiao Meng, Lu Su, Jiawei Han,
Proc. of 2011 IEEE INFOCOM Mini-Conf. (INFOCOM-Mini'10), Shanghai, China, April 2011.

Trust Analysis with Clustering
Manish Gupta, Yizhou Sun, and Jiawei Han,
Proc. of 2011 Int. World Wide Web Conf. (WWW'11), Hyderabad, India, March 2011 (Poster paper).

Growing Parallel Paths for Entity-Page Discovery
Tim Weninger, Fabio Fumarola, Cindy Xide Lin, Rick Barber, Jiawei Han, and Donato Malerba,
Proc. of 2011 Int. World Wide Web Conf. (WWW'11), Hyderabad, India, March 2011 (Poster paper).

HyLiEn: A Hybrid Approach to General List Extraction on the Web
Fabio Fumarola, Rick Barber, Tim Weninger, Donato Malerba, and Jiawei Han,
Proc. of 2011 Int. World Wide Web Conf. (WWW'11), Hyderabad, India, March 2011 (Poster paper).

An Empirical Study of PLSA and LDA, Information Retrieval.
Yue Lu, Qiaozhu Mei, ChengXiang Zhai, Investigating Task Performance of Probabilistic Topic Models, to appear.

Recognizing Textual Entailment (forthcoming)
Mark Sammons and V.G.Vinod Vydiswaran and Dan Roth,
Multilingual Natural Language Applications: From Theory to Practice, 2010.

 

     

2010

 

It's All About the Data
T.L. Berg, A. Sorokin, G. Wang, D.A. Forsyth, D. W. Hoiem, A. Farhadi,
Proc. IEEE, In press, 2010.

Every Picture Tells a Story: Generating Sentences from Images
A Farhadi, M Hejrati, M A Sadeghi, P Young, C Rashtchian1, J Hockenmaier, D. A. Forsyth,
Proc ECCV, 2010.

Improved Human Parsing with a Full Relational Model
D. Tran and D. A. Forsyth,
Proc ECCV, 2010.

It's All About the Data
T.L. Berg, A. Sorokin, G. Wang, D.A. Forsyth, D. W. Hoiem, A. Farhadi,
Proc. IEEE, In press, 2010,

Towards large scale object categorization using comparative object similarity
G. Wang, D. Hoiem, and D.A. Forsyth,
IEEE Conference on Computer Vision and Pattern Recognition, 2010.

Seeing People in Social Context: Recognizing People and Social Relationships
G Wang, A Gallagher, J Luo, D Forsyth,
Proc ECCV, 2010.

Addressing Concept-Evolution in Concept-Drifting Data Streams
Mohammad Masud, Qing Chen, Latifur Khan, Charu Aggarwal, Jing Gao, Jiawei Han, and Bhavani Thuraisingham,
Proc. of 2010 Int. Conf. on Data Mining (ICDM'10), Sydney, Australia, December 2010.

Graph Regularized Transductive Classification on Heterogeneous Information Networks
Ming Ji, Yizhou Sun, Marina Danilevsky, Jiawei Han, and Jing Gao,
Proc. 2010 European Conf. on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECMLPKDD'10), Barcelona, Spain, September 2010.

Classification and Novel Class Detection of Data Streams in a Dynamic Feature Space
Mohammad M. Masud, Qing Chen, Jing Gao, Latifur Khan, Jiawei Han, and Bhavani Thuraisingham,
Proc. 2010 European Conf. on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECMLPKDD'10), Barcelona, Spain, September 2010.

Community Outliers and their Efficient Detection in Information Networks
Jing Gao, Feng Liang,Wei Fan, Chi Wang, Yizhou Sun, and Jiawei Han,
Proc. 2010 ACM SIGKDD Conf. on Knowledge Discovery and Data Mining (KDD'10), Washington D.C., July 2010.

Classification and Novel Class Detection in Data Streams with Active Mining
Mohammad M. Masud, Jing Gao, Latifur Khan, Jiawei Han, and Bhavani Thuraisingham,
Proc. 2010 Pacific-Asia Conf. on Knowledge Discovery and Data Mining (PAKDD'10), Hyderabad,India, June 2010.

On the Power of Ensemble: Supervised and Unsupervised Methods Reconciled
Jing Gao, Wei Fan, and Jiawei Han,
Tutorial at 2010 SIAM Data Mining Conf. (SDM'10), Columbus, Ohio, May 2010.

Classification and Novel Class Detection in Concept-Drifting Data Streams under Time Constraints
Mohammad M. Masud, Jing Gao, Latifur Khan, Jiawei Han, and Bhavani Thuraisingham,
IEEE Transactions on Knowledge and Data Engineering, accepted February 2010.

MoveMine: Mining Moving Object Databases
Zhenhui Li, Ming Ji, Jae-Gil Lee, LuAn Tang, Yintao Yu, Jiawei Han, and Roland Kays,
Proc. 2010 ACM SIGMOD Int. Conf. on Management of Data (SIGMOD'10), Indianapolis, Indiana, June 2010.

MoveMine: Mining Moving Object Data for Discovery of Animal Movement Patterns
Zhenhui Li, Jiawei Han, Ming Ji, Lu-An Tang, Yintao Yu, Bolin Ding, Jae-Gil Lee, and Roland Kays,
ACM Transactions on Intelligent Systems and Technology (ACM-TIST)(Special Issue on Computational Sustainability), accepted August 2010.

Incremental Clustering for Trajectories
Zhenhui Li, Jae-Gil Lee, Xiaolei Li, and Jiawei Han,
Proc. 2010 Int. Conf. on Database Systems for Advanced Applications (DASFAA'10), Tsukuba, Japan, April 2010.

Swarm: Mining Relaxed Temporal Moving Object Clusters
Zhenhui Li, Bolin Ding, Jiawei Han, and Roland Kays,
Proc. 2010 Int. Conf. on Very Large Data Bases (VLDB'10), Singapore, September 2010.

Modeling Massive RFID Datasets: A Gateway-Based Movement-Graph Approach
Hector Gonzalez, Jiawei Han, Hong Cheng, Xiaolei Li, Diego Klabjan, and Tianyi Wu,
IEEE Transactions on Knowledge and Data Engineering, 22(1):90-104, 2010.

Mining Periodic Behaviors for Moving Objects
Zhenhui Li, Bolin Ding, Jiawei Han, Roland Kays, and Peter Nye,
Proc. 2010 ACM SIGKDD Conf. on Knowledge Discovery and Data Mining (KDD'10), Washington D.C., July 2010.

Keyword Extraction for Social Snippets
Zhenhui Li, Ding Zhou, YunFang Juan, and Jiawei Han,
Proc. 2010 Int. World Wide Web Conf. (WWW’10), Raleigh, NC, April 2010 (poster paper).

Mining Moving Object and Traffic Data
Jiawei Han, Zhenhui Li, and Lu An Tang,
Proc. 2010 Int. Conf. on Database Systems for Advanced Applications (DASFAA'10), (Conference Tutorial), Tsukuba, Japan, April 2010.

SHRINK: A Structural Clustering Algorithm for Detecting Hierarchical Communities in Networks
Jianbin Huang, Heli Sun, Jiawei Han, Hongbo Deng, Yizhou Sun, and Yaguang Liu, 
Proc. 2010 ACM Int. Conf. on Information and Knowledge Management (CIKM'10), Toronto, Canada, October 2010.

Community Evolution Detection in Dynamic Heterogeneous Information Networks
Yizhou Sun, Jie Tang, Jiawei Han, Manish Gupta, and Bo Zhao,
Proc. 2010 KDD Workshop on Mining and Learning with Graphs (MLG'10), Washington D.C., July 2010.

Mining Heterogeneous Information Networks
Jiawei Han, Yizhou Sun, Xifeng Yan, and Philip S. Yu,
Tutorial at the 2010 ACM SIGKDD Conf. on Knowledge Discovery and Data Mining (KDD'10), Washington, D.C., July 2010.

Mining Knowledge from Databases: An Information Network Analysis Approach
Jiawei Han, Yizhou Sun,  Xifeng Yan,  and Philip S. Yu,
Proc. 2010 ACM SIGMOD Int. Conf. on Management of Data (SIGMOD'10), Indianapolis, Indiana, June 2010. (Slides)

Fast Computation of SimRank for Static and Dynamic Information Networks
Cuiping Li, Jiawei Han, Xin Jin, Yizhou Sun, Yintao Yu, and Tianyi Wu,
Proc. 2010 Int. Conf. on Extending Data Base Technology (EDBT'10), Lausanne, Switzerland, March 2010.

Region-based Online Promotion Analysis
Tianyi Wu, Yizhou Sun, Cuiping Li, and Jiawei Han,
Proc. 2010 Int. Conf. on Extending Data Base Technology (EDBT'10), Lausanne, Switzerland, March 2010.

Mapping Web Pages to Database Records via Link Paths
Tim Weninger, Fabio Fumarola, Jiawei Han, Donato Malerba,
Proc. 2010 ACM Int. Conf. on Information and Knowledge Management (CIKM'10), Toronto, Canada, October 2010.

NDPMine: Efficiently Mining Discriminative Numerical Features for Pattern-Based Classification
Hyung Sul Kim, Sangkyum Kim, Tim Weninger, Jiawei Han, and Tarek Abdelzaher,
Proc. 2010 European Conf. on Machine Learning and Principles and Practice of Knowledge Discovery in Databases 
(ECMLPKDD'10),
 Barcelona, Spain, September 2010.

A Unified Framework for Link Recommendation Using Random Walks
Zhijun Yin, Manish Gupta, Tim Weninger, and Jiawei Han,
Proc. 2010 Int. Conf. on Advances in Social Networks Analysis and Mining (ASONAM'10), Odense, Denmark, August 2010.

Speech-Assisted Radiology System for Retrieval, Reporting and Annotation
Tim Weninger, Surya Ramachandran, Daniel Greene, Jack Hart, Anand Kancherlapalli, William H. Hsu, and Jiawei Han,
Proc. 2010 ACM SIGKDD Conf. on Knowledge Discovery and Data Mining (KDD'10), (demo paper), Washington D.C., July 2010.

CETR Content Extraction via Tag Ratios
Tim Weninger, William H. Hsu, and Jiawei Han,
Proc. 2010 Int. World Wide Web Conf. (WWW’10), Raleigh, NC, April 2010.

Entity Relation Discovery from Web Tables and Links
Cindy Xide Lin, Bo Zhao, Tim Weninger, Jiawei Han, and Bing Liu,
Proc. 2010 Int. World Wide Web Conf. (WWW’10), Raleigh, NC, April 2010 (poster paper).

LINKREC: A Unified Framework for Link Recommendation with User Attributes and Graph Structure
Zhijun Yin, Manish Gupta, Tim Weninger and Jiawei Han,
Proc. 2010 Int. World Wide Web Conf. (WWW’10), Raleigh, NC, April 2010 (poster paper).

Keyword Search in Text Cube: Finding Top-K Aggregated Cell Documents
Bolin Ding, Yintao Yu, Bo Zhao, Cindy Xide Lin, Jiawei Han, and Chengxiang Zhai,
Proc. of 2010 NASA Conference on Intelligent Data Understanding (CIDU2010), Mountain View, CA, October 2010.

Mining Advisor-Advisee Relationships from Research Publication Networks
Chi Wang, Jiawei Han, Yuntao Jia, Jie Tang, Duo Zhang, Yintao Yu, and Jingyi Guo,
Proc. 2010 ACM SIGKDD Conf. on Knowledge Discovery and Data Mining (KDD'10), Washington D.C., July 2010.

Hierarchical Clustering of Webpages via Cross-Page and In-Page Link Structures
Cindy Xide Lin, Yintao Yu, Jiawei Han, and Bing Liu,
Proc. 2010 Pacific-Asia Conf. on Knowledge Discovery and Data Mining (PAKDD'10), Hyderabad, India, June 2010.

Fast Computation of SimRank for Static and Dynamic Information Networks
Cuiping Li, Jiawei Han, Xin Jin, Yizhou Sun, Yintao Yu, and Tianyi Wu,
Proc. 2010 Int. Conf. on Extending Data Base Technology (EDBT'10), Lausanne, Switzerland, March 2010.

Latent Aspect Rating Analysis on Review Text Data: A Rating Regression Approach
Hongning Wang, Yue Lu, ChengXiang Zhai, 
Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining
(KDD'10), pages 115-124, 2010.  

Exploiting Structured Ontology to Organize Scattered Online Opinions
Yue Lu, Huizhong Duan, Hongning Wang and ChengXiang Zhai, 
Proceedings of COLING 2010
, pages 734-742.

BSQA: integrated text mining using entity relation semantics extracted from biological literature of insects,
Xin He, Yanen Li, Radhika Khetani, Barry Sanders, Yue Lu, Xu Ling, ChengXiang Zhai, Bruce Schatz.  
Nucleic Acids Research, 2010.

Citation Author Topic Model in Expert Search
Y. Tu and N. Johri and D. Roth and J. Hockenmaier
Proc. of the International Conference on Computational Linguistics (COLING), 2010.

Structured Output Learning with Indirect Supervision
M. Chang, V. Srikumar, D. Goldwasser and D. Roth
Proc. of the International Conference on Machine Learning (ICML), 2010.

Discriminative Learning over Constrained Latent Representations
M. Chang, D. Goldwasser, D. Roth and V. Srikumar
Proc. of the Annual Meeting of the North American Association of Computational Linguistics (NAACL), 2010.

Object Search: Supporting Structured Queries in Web Search Engines
K. Pham, N. Rizzolo, K. Small, K. Chang and D. Roth
NAACL-HLT Workshop on Semantic Search, 2010.

Experts' Retrieval with Multiword-Enhanced Author Topic Model
N. Johri, D. Roth and Y. Tu
Proceedings of NAACL-10 Semantic Search Workshop , 2010.

 
     

2009

 

Describing Objects by their Attributes
A.Farhadi, I. Endres, D. Hoiem, and D.A. Forsyth,
CVPR 2009.

Unlabeled Data Improves Word Prediction
N. Loeff, A. Farhadi, I. Endres and D.A. Forsyth, 
Int. Conf. Computer Vision (ICCV), 2009.

A Latent Model of Discriminative Aspect 
A. Farhadi, M. Kamali, I. Endres and D.A. Forsyth,
Int. Conf. Computer Vision (ICCV), 2009.

Building Text Features for Object Image Classification
G. Wang, D. Hoiem, and D.A. Forsyth,
CVPR 2009.

Joint learning of visual attributes, object classes and visual saliency
G. Wang and D.A. Forsyth, 
Int. Conf. Computer Vision (ICCV), 2009.

Learning Image Similarity from Flickr using Stochastic Intersection Kernel Machines
G. Wang, D. Hoiem, D.A. Forsyth,
Int. Conf. Computer Vision (ICCV), 2009.

Rated Aspect Summarization of Short Comments,
Yue Lu, ChengXiang Zhai, Neel Sundaresan 
Proceedings of the World Wide Conference 2009 (WWW'09), pages 131-140. ( 12% acceptance)

An Empirical Study of Gene Synonym Query Expansion in Biomedical Information Retrieval,
Yue Lu, Hui Fang, ChengXiang Zhai,
Information Retrieval, Volume 12, Number 1, February 2009, Pages 51-68.

Aspect Guided Text Categorization with Unobserved Labels
D. Roth and Y. Tu
Proceedings of ICDM, 2009.

Learning Better Transliterations
J. Pasternack and D. Roth
The 18th ACM Conference on Information and Knowledge Management (CIKM), 2009.

A Framework for Entailed Relation Recognition
D. Roth, M. Sammons and V. Vydiswaran
Proc. of the Annual Meeting of the ACL, 2009.

Unsupervised Rank Aggregation with Domain-Specific Expertise
A. Klementiev, D. Roth, K. Small and I. Titov
Proc. of the International Joint Conference on Artificial Intelligence (IJCAI), 2009.

Design Challenges and Misconceptions in Named Entity Recognition
L. Ratinov and D. Roth
Proc. of the Annual Conference on Computational Natural Language Learning (CoNLL), 2009.

Unsupervised Constraint Driven Learning For Transliteration Discovery
M. Chang, D. Goldwasser, D. Roth and Y. Tu
NAACL, 2009.

iTopicModel: Information Network-Integrated Topic Modeling
Yizhou Sun, Jiawei Han, Jing Gao, and Yintao Yu,
Proc. 2009 Int. Conf. on Data Mining (ICDM'09), Miami, FL, December 2009.

Graph-based Consensus Maximization among Multiple Supervised and Unsupervised Models
Jing Gao, Feng Liang, Wei Fan, Yizhou Sun, and Jiawei Han,
Proc. NIPS 2009 Neural Info. Processing Systems Conf. (NIPS'09), Vancouver, B.C., Canada, December 2009.

VideoMule: A Consensus Learning Approach to Multi-Label Classification from Noisy User-Generated Videos
Chandrasekar Ramachandran, Rahul Malik, Xin Jin, Jing Gao, Klara Nahrstedt, and Jiawei Han,
Proc. 2009 ACM Int. Conf. on Multimedia (ACM-MM'09), Beijing, China, October 2009.

Integrating Novel Class Detection with Classification for Concept-Drifting Data Streams
Mohammad M. Masud, Jing Gao, Latifur Khan, Jiawei Han, and Bhavani Thuraisingham,
Proc. 2009 European Conf. on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECMLPKDD'09), Bled, Slovenia, September 2009.

Heterogeneous Source Consensus Learning via Decision Propagation and Negotiation
Jing Gao, Wei Fan, Yizhou Sun, and Jiawei Han,
Proc. 2009 ACM SIGKDD Int. Conf. on Knowledge Discovery and Data Mining (KDD'09), Paris, France, June 2009.

Modeling Probabilistic Measurement Correlations for Problem Determination in Large-Scale Distributed Systems
Jing Gao, Guofei Jiang, Haifeng Chen, and Jiawei Han,
Proc. 2009 Int. Conf. on Distributed Computing Systems (ICDCS'09), Montreal, Quebec, Canada, June 2009.

A Multi-Partition Multi-Chunk Ensemble Technique to Classify Concept-Drifting Data Streams
Mohammad M Masud, Jing Gao, Latifur Khan, Jiawei Han, and Bhavani Thuraisingham, 
Proc. 2009 Pacific-Asia Conf. on Knowledge Discovery and Data Mining (PAKDD'09),
 Bangkok, Thailand, April 2009.

Research Challenges for Data Mining in Science and Engineering
Jiawei Han and Jing Gao, in H. Kargupta, et al., (eds.),
Next Generation of Data Mining, Chapman & Hall, 2009

Temporal Outlier Detection in Vehicle Traffic Data
Xiaolei Li, Zhenhui Li, Jiawei Han, and Jae-Gil Lee,
Proc. 2009 Int. Conf. on Data Engineering (ICDE'09), Shanghai, China, March 2009.

Modeling Massive RFID Datasets: A Gateway-Based Movement-Graph Approach,
Hector Gonzalez, Jiawei Han, Hong Cheng, Xiaolei Li, Diego Klabjan, and Tianyi Wu,
Accepted by IEEE Transactions on Knowledge and Data Engineering (TKDE), 2009.

P-Rank: A Comprehensive Structural Similarity Measure over Information Networks
Peixiang Zhao, Jiawei Han, Yizhou Sun,,
Proc. 2009 ACM Conf. on Information and Knowledge Management (CIKM'09), Hong Kong, China, November 2009.

RankClus: Integrating Clustering with Ranking for Heterogeneous Information Network Analysis
Yizhou Sun, Jiawei Han, Peixiang Zhao, Zhijun Yin, Hong Cheng, Tianyi Wu,
Proc. 2009 Int. Conf. on Extending Data Base Technology (EDBT'09), Saint-Petersburg, Russia, March 2009.

iNextCube: Information Network-Enhanced Text Cube
Yintao Yu, Cindy X. Lin, Yizhou Sun, Chen Chen, Jiawei Han, Binbin Liao, Tianyi Wu, ChengXiang Zhai, Duo Zhang, and Bo Zhao,
Proc. 2009 Int. Conf. on Very Large Data Bases (VLDB'09) (system demo), Lyon, France, August 2009.

Ranking-Based Clustering of Heterogeneous Information Networks with Star Network Schema
Yizhou Sun, Yintao Yu, and Jiawei Han,
Proc. 2009 ACM SIGKDD Int. Conf. on Knowledge Discovery and Data Mining (KDD'09), Paris, France, June 2009.