Haixun Wang

Payman Arabshahi

Wei Cheng

Proceedings of the IEEE Global Humanitarian Technology Conference, 2022

Adversarial Robustness through Bias Variance Decomposition: A New Perspective for Federated Learning.

[BibT_eX]

[DOI]

Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

A Short Survey on the User Cold Start Problem in Recommender Systems: Metadata and Meta-Learning Methods.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Big Data, 2022

2021

From Intrinsic to Counterfactual: On the Explainability of Contextualized Recommender Systems.

[BibT_eX]

[DOI]

CoRR, 2021

Tensor-based Complementary Product Recommendation.

[BibT_eX]

[DOI]

Negin Entezari

Evangelos E. Papalexakis

Sharath Rao

Shishir Kumar Prasad

Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021

Ultra-Fine Entity Typing with Weak Supervision from a Masked Language Model.

[BibT_eX]

[DOI]

Hongliang Dai

Yangqiu Song

Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

2020

A Natural Language Interface for Database: Achieving Transfer-learnability Using Adversarial Method for Question Understanding.

[BibT_eX]

[DOI]

Proceedings of the 36th IEEE International Conference on Data Engineering, 2020

2019

SpatialNLI: A Spatial Domain Natural Language Interface to Databases Using Spatial Comprehension.

[BibT_eX]

[DOI]

Proceedings of the 27th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2019

2018

Diagnosing and Minimizing Semantic Drift in Iterative Bootstrapping Extraction.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2018

Answering Natural Language Questions by Subgraph Matching over Knowledge Graphs.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2018

Employing Semantic Context for Sparse Information Extraction Assessment.

[BibT_eX]

[DOI]

ACM Trans. Knowl. Discov. Data, 2018

A Transfer-Learnable Natural Language Interface for Databases.

[BibT_eX]

[DOI]

CoRR, 2018

Answering Natural Language Questions by Subgraph Matching over Knowledge Graphs (Extended Abstract).

[BibT_eX]

[DOI]

Proceedings of the 34th IEEE International Conference on Data Engineering, 2018

2017

Semantic Bootstrapping: A Theoretical Perspective.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2017

Probase+: Inferring Missing Links in Conceptual Taxonomies.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2017

Understand Short Texts by Harvesting and Analyzing Semantic Knowledge.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2017

Scaling Up Markov Logic Probabilistic Inference for Social Graphs.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2017

KBQA: Learning Question Answering over QA Corpora and Knowledge Bases.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2017

Trinity Graph Engine and its Applications.

[BibT_eX]

[DOI]

IEEE Data Eng. Bull., 2017

Entity Suggestion with Conceptual Expanation.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Automatic Navbox Generation by Interpretable Clustering over Linked Entities.

[BibT_eX]

[DOI]

Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017

On the Transitivity of Hypernym-Hyponym Relations in Data-Driven Lexical Taxonomies.

[BibT_eX]

[DOI]

Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

Graph-Based Wrong IsA Relation Detection in a Large-Scale Lexical Taxonomy.

[BibT_eX]

[DOI]

Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016

Understanding Short Texts through Semantic Enrichment and Hashing.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2016

Proxies for Shortest Path and Distance Queries.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2016

Unsupervised Head-Modifier Detection in Search Queries.

[BibT_eX]

[DOI]

ACM Trans. Knowl. Discov. Data, 2016

G-SQL: Fast Query Processing via Graph Exploration.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2016

Letter from the Special Issue Editor.

[BibT_eX]

[DOI]

IEEE Data Eng. Bull., 2016

Learning Defining Features for Categories.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

Syntactic Parsing of Web Queries.

[BibT_eX]

[DOI]

Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing, 2016

Fine-Grained Semantic Conceptualization of FrameNet.

[BibT_eX]

[DOI]

Jin-Woo Park

Seung-won Hwang

Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

Verb Pattern: A Probabilistic Semantic Representation on Verbs.

[BibT_eX]

[DOI]

Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

Extending Relational Query Languages for Data Streams.

[BibT_eX]

[DOI]

Proceedings of the Data Stream Management - Processing High-Speed Data Streams, 2016

2015

G-Index Model: A generic model of index schemes for top-k spatial-keyword queries.

[BibT_eX]

[DOI]

Hyuk-Yoon Kwon

Kyu-Young Whang

World Wide Web, 2015

Graph similarity search on large uncertain graph databases.

[BibT_eX]

[DOI]

VLDB J., 2015

Automatic Taxonomy Construction from Keywords via Scalable Bayesian Rose Trees.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2015

A Large Probabilistic Semantic Network Based Approach to Compute Term Similarity.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2015

Guest Editorial: Special Issue on Managing and Mining Massive Graphs.

[BibT_eX]

[DOI]

Jeffrey Xu Yu

Distributed Parallel Databases, 2015

Entity Suggestion by Example using a Conceptual Taxonomy.

[BibT_eX]

[DOI]

CoRR, 2015

Learning Knowledge Bases for Multimedia in 2015.

[BibT_eX]

[DOI]

Lexing Xie

Proceedings of the 23rd Annual ACM Conference on Multimedia Conference, MM '15, Brisbane, Australia, October 26, 2015

Learning Term Embeddings for Hypernymy Identification.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015

Query Understanding through Knowledge-Based Conceptualization.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015

On Conceptual Labeling of a Bag of Words.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015

Open Domain Short Text Conceptualization: A Generative + Descriptive Modeling Approach.

[BibT_eX]

[DOI]

Yangqiu Song

Shusen Wang

Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015

Short text understanding through lexical-semantic analysis.

[BibT_eX]

[DOI]

Proceedings of the 31st IEEE International Conference on Data Engineering, 2015

Inferencing in information extraction: Techniques and applications.

[BibT_eX]

[DOI]

Denilson Barbosa

Cong Yu

Proceedings of the 31st IEEE International Conference on Data Engineering, 2015

An Inference Approach to Basic Level of Categorization.

[BibT_eX]

[DOI]

Proceedings of the 24th ACM International Conference on Information and Knowledge Management, 2015

2014

Efficient processing of k-hop reachability queries.

[BibT_eX]

[DOI]

VLDB J., 2014

A Generic Framework for Top-k Pairs and Top-k Objects Queries over Sliding Windows.

[BibT_eX]

[DOI]

Zhitao Shen

Xuemin Lin

Wenjie Zhang

IEEE Trans. Knowl. Data Eng., 2014

A Unified Framework for Answering k Closest Pairs Queries and Variants.

[BibT_eX]

[DOI]

Xuemin Lin

Wenjie Zhang

IEEE Trans. Knowl. Data Eng., 2014

Guest Editorial: Big Social Data Analysis.

[BibT_eX]

[DOI]

Erik Cambria

Bebo White

Knowl. Based Syst., 2014

Semantic Multidimensional Scaling for Open-Domain Sentiment Analysis.

[BibT_eX]

[DOI]

IEEE Intell. Syst., 2014

The Links Have It: Infobox Generation by Summarization over Linked Entities.

[BibT_eX]

[DOI]

CoRR, 2014

Distance Landmarks Revisited for Road Graphs.

[BibT_eX]

[DOI]

CoRR, 2014

Natural language question answering over RDF: a graph data driven approach.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Management of Data, 2014

Local search of communities in large graphs.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Management of Data, 2014

Learning Knowledge Bases for Text and Multimedia.

[BibT_eX]

[DOI]

Lexing Xie

Proceedings of the ACM International Conference on Multimedia, MM '14, Orlando, FL, USA, November 03, 2014

How to partition a billion-node graph.

[BibT_eX]

[DOI]

Proceedings of the IEEE 30th International Conference on Data Engineering, Chicago, 2014

Head, modifier, and constraint detection in short texts.

[BibT_eX]

[DOI]

Zhongyuan Wang

Zhirui Hu

Proceedings of the IEEE 30th International Conference on Data Engineering, Chicago, 2014

Overcoming Semantic Drift in Information Extraction.

[BibT_eX]

[DOI]

Proceedings of the 17th International Conference on Extending Database Technology, 2014

WiiCluster: a Platform for Wikipedia Infobox Generation.

[BibT_eX]

[DOI]

Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, 2014

Transfer Understanding from Head Queries to Tail Queries.

[BibT_eX]

[DOI]

Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, 2014

2013

RASIM: a rank-aware separate index method for answering top-k spatial keyword queries.

[BibT_eX]

[DOI]

World Wide Web, 2013

Asymmetric signature schemes for efficient exact edit similarity query processing.

[BibT_eX]

[DOI]

ACM Trans. Database Syst., 2013

Efficient Keyword Search on Uncertain Graph Data.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2013

A Bayesian Inference-Based Framework for RFID Data Cleansing.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2013

Data-Driven Metaphor Recognition and Explanation.

[BibT_eX]

[DOI]

Hongsong Li

Kenny Q. Zhu

Trans. Assoc. Comput. Linguistics, 2013

A Distributed Graph Engine for Web Scale RDF Data.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2013

Toward a Distance Oracle for Billion-Node Graphs.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2013

Preface.

[BibT_eX]

[DOI]

J. Comput. Sci. Technol., 2013

A query integrity assurance scheme for accessing outsourced spatial databases.

[BibT_eX]

[DOI]

GeoInformatica, 2013

Statistical Approaches to Concept-Level Sentiment Analysis.

[BibT_eX]

[DOI]

IEEE Intell. Syst., 2013

Knowledge-Based Approaches to Concept-Level Sentiment Analysis.

[BibT_eX]

[DOI]

IEEE Intell. Syst., 2013

Hub-Accelerator: Fast and Exact Shortest Path Computation in Large Social Networks

[BibT_eX]

[DOI]

CoRR, 2013

Identifying users' topical tasks in web search.

[BibT_eX]

[DOI]

Proceedings of the Sixth ACM International Conference on Web Search and Data Mining, 2013

Trinity: a distributed graph engine on a memory cloud.

[BibT_eX]

[DOI]

Bin Shao

Yatao Li

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2013

An online cost sensitive decision-making method in crowdsourcing systems.

[BibT_eX]

[DOI]

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2013

Online search of overlapping communities.

[BibT_eX]

[DOI]

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2013

Query Suggestion by Concept Instantiation.

[BibT_eX]

[DOI]

Proceedings of the ISWC 2013 Posters & Demonstrations Track, 2013

Context-Dependent Conceptualization.

[BibT_eX]

[DOI]

Dongwoo Kim

Alice Oh

Proceedings of the IJCAI 2013, 2013

On Anomalous Hotspot Discovery in Graph Streams.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE 13th International Conference on Data Mining, 2013

Automatic extraction of top-k lists from the web.

[BibT_eX]

[DOI]

Proceedings of the 29th IEEE International Conference on Data Engineering, 2013

Attribute extraction and scoring: A probabilistic approach.

[BibT_eX]

[DOI]

Proceedings of the 29th IEEE International Conference on Data Engineering, 2013

LinkProbe: Probabilistic inference on large-scale social networks.

[BibT_eX]

[DOI]

Proceedings of the 29th IEEE International Conference on Data Engineering, 2013

Shallow Information Extraction for the knowledge Web.

[BibT_eX]

[DOI]

Denilson Barbosa

Cong Yu

Proceedings of the 29th IEEE International Conference on Data Engineering, 2013

Semantic queries by example.

[BibT_eX]

[DOI]

Proceedings of the Joint 2013 EDBT/ICDT Conferences, 2013

Computing term similarity by large probabilistic isA knowledge.

[BibT_eX]

[DOI]

Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013

Assessing sparse information extraction using semantic contexts.

[BibT_eX]

[DOI]

Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013

Wikification via link co-occurrence.

[BibT_eX]

[DOI]

Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013

Understanding Short Texts.

[BibT_eX]

[DOI]

Proceedings of the Web Technologies and Applications - 15th Asia-Pacific Web Conference, 2013

2012

Efficient Computation of Range Aggregates against Uncertain Location-Based Queries.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2012

Efficient Subgraph Similarity Search on Large Probabilistic Graph Databases.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2012

Efficient Subgraph Matching on Billion Node Graphs.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2012

K-Reach: Who is in Your Small World.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2012

Beyond ten blue links: enabling user click modeling in federated web search.

[BibT_eX]

[DOI]

Proceedings of the Fifth International Conference on Web Search and Web Data Mining, 2012

Probase: a probabilistic taxonomy for text understanding.

[BibT_eX]

[DOI]

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2012

Managing and mining large graphs: systems and implementations.

[BibT_eX]

[DOI]

Bin Shao

Yanghua Xiao

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2012

Optimizing index for taxonomy keyword search.

[BibT_eX]

[DOI]

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2012

A system for extracting top-K lists from the web.

[BibT_eX]

[DOI]

Zhixian Zhang

Kenny Qili Zhu

Proceedings of the 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2012

Automatic taxonomy construction from keywords.

[BibT_eX]

[DOI]

Proceedings of the 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2012

Efficiently Monitoring Top-k Pairs over Sliding Windows.

[BibT_eX]

[DOI]

Zhitao Shen

Xuemin Lin

Wenjie Zhang

Proceedings of the IEEE 28th International Conference on Data Engineering (ICDE 2012), 2012

Understanding Tables on the Web.

[BibT_eX]

[DOI]

Proceedings of the Conceptual Modeling, 2012

Concept-Based Web Search.

[BibT_eX]

[DOI]

Proceedings of the Conceptual Modeling, 2012

2011

Relational languages and data models for continuous queries on sequences and data streams.

[BibT_eX]

[DOI]

Yan-Nei Law

ACM Trans. Database Syst., 2011

Path-tree: An efficient reachability indexing scheme for large directed graphs.

[BibT_eX]

[DOI]

ACM Trans. Database Syst., 2011

A conversation with MSRA researchers.

[BibT_eX]

[DOI]

SIGKDD Explor., 2011

Efficient Subgraph Search over Large Uncertain Graphs.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2011

Web Scale Taxonomy Cleansing.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2011

Distance-Constraint Reachability Computation in Uncertain Graphs.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2011

Querying uncertain data with aggregate constraints.

[BibT_eX]

[DOI]

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2011

Finding semantics in time series.

[BibT_eX]

[DOI]

Peng Wang

Wei Wang

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2011

Short Text Conceptualization Using a Probabilistic Knowledgebase.

[BibT_eX]

[DOI]

Proceedings of the IJCAI 2011, 2011

Tracking and Connecting Topics via Incremental Hierarchical Dirichlet Processes.

[BibT_eX]

[DOI]

Proceedings of the 11th IEEE International Conference on Data Mining, 2011

Isanette: A Common and Common Sense Knowledge Base for Opinion Mining.

[BibT_eX]

[DOI]

Proceedings of the Data Mining Workshops (ICDMW), 2011

A unified approach for computing top-k pairs in multidimensional space.

[BibT_eX]

[DOI]

Proceedings of the 27th International Conference on Data Engineering, 2011

On dimensionality reduction of massive graphs for indexing and retrieval.

[BibT_eX]

[DOI]

Proceedings of the 27th International Conference on Data Engineering, 2011

Link-based hidden attribute discovery for objects on Web.

[BibT_eX]

[DOI]

Proceedings of the EDBT 2011, 2011

Challenges in Managing and Mining Large, Heterogeneous Data.

[BibT_eX]

[DOI]

Haibo Hu

Baihua Zheng

Proceedings of the Database Systems for Advanced Applications, 2011

Finding information nebula over large networks.

[BibT_eX]

[DOI]

Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011

Text Mining in Social Networks.

[BibT_eX]

[DOI]

Proceedings of the Social Network Data Analytics, 2011

2010

A Survey of Algorithms for Keyword Search on Graph Data.

[BibT_eX]

[DOI]

Proceedings of the Managing and Mining Graph Data, 2010

A Survey of Clustering Algorithms for Graph Data.

[BibT_eX]

[DOI]

Proceedings of the Managing and Mining Graph Data, 2010

Graph Data Management and Mining: A Survey of Algorithms and Applications.

[BibT_eX]

[DOI]

Proceedings of the Managing and Mining Graph Data, 2010

An Introduction to Graph Data.

[BibT_eX]

[DOI]

Proceedings of the Managing and Mining Graph Data, 2010

Mining Concept-Drifting Data Streams.

[BibT_eX]

[DOI]

Jiawei Han

Proceedings of the Data Mining and Knowledge Discovery Handbook, 2nd ed., 2010

An Integrated Data-Driven Framework for Computing System Management.

[BibT_eX]

[DOI]

IEEE Trans. Syst. Man Cybern. Part A, 2010

Report on the first international workshop on cloud data management (CloudDB 2009).

[BibT_eX]

[DOI]

SIGMOD Rec., 2010

Optimizing content freshness of relations extracted from the web using keyword search.

[BibT_eX]

[DOI]

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2010

MapDupReducer: detecting near duplicates over massive datasets.

[BibT_eX]

[DOI]

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2010

An algorithmic approach to event summarization.

[BibT_eX]

[DOI]

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2010

Computing label-constraint reachability in graph databases.

[BibT_eX]

[DOI]

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2010

Leveraging spatio-temporal redundancy for RFID data cleansing.

[BibT_eX]

[DOI]

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2010

Incorporating post-click behaviors into a click model.

[BibT_eX]

[DOI]

Proceedings of the Proceeding of the 33rd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2010

Adaptive system anomaly prediction for large-scale hosting infrastructures.

[BibT_eX]

[DOI]

Yongmin Tan

Xiaohui Gu

Proceedings of the 29th Annual ACM Symposium on Principles of Distributed Computing, 2010

Cleansing uncertain databases leveraging aggregate constraints.

[BibT_eX]

[DOI]

Haiquan Chen

Wei-Shinn Ku

Proceedings of the Workshops Proceedings of the 26th International Conference on Data Engineering, 2010

2009

Query Integrity Assurance of Location-Based Services Accessing Outsourced Spatial Databases.

[BibT_eX]

[DOI]

Proceedings of the Advances in Spatial and Temporal Databases, 2009

Inverse Time Dependency in Convex Regularized Learning.

[BibT_eX]

[DOI]

Proceedings of the ICDM 2009, 2009

Weighted Proximity Best-Joins for Information Retrieval.

[BibT_eX]

[DOI]

Proceedings of the 25th International Conference on Data Engineering, 2009

Online Anomaly Prediction for Robust Cluster Systems.

[BibT_eX]

[DOI]

Xiaohui Gu

Proceedings of the 25th International Conference on Data Engineering, 2009

Concept Clustering of Evolving Data.

[BibT_eX]

[DOI]

Shixi Chen

Shuigeng Zhou

Proceedings of the 25th International Conference on Data Engineering, 2009

CloudDB workshop summary.

[BibT_eX]

[DOI]

Xiaofeng Meng

Ying Chen

Proceedings of the 18th ACM Conference on Information and Knowledge Management, 2009

Semantic queries in databases: problems and challenges.

[BibT_eX]

[DOI]

Proceedings of the 18th ACM Conference on Information and Knowledge Management, 2009

Learning to rank with a novel kernel perceptron method.

[BibT_eX]

[DOI]

Xue-wen Chen

Xiaotong Lin

Proceedings of the 18th ACM Conference on Information and Knowledge Management, 2009

2008

Location-Based Spatial Query Processing in Wireless Broadcast Environments.

[BibT_eX]

[DOI]

Wei-Shinn Ku

Roger Zimmermann

IEEE Trans. Mob. Comput., 2008

Clustering by Pattern Similarity.

[BibT_eX]

[DOI]

J. Comput. Sci. Technol., 2008

Time-Stamp Management and Query Execution in Data Stream Management Systems.

[BibT_eX]

[DOI]

IEEE Internet Comput., 2008

Lock-free consistency control for web 2.0 applications.

[BibT_eX]

[DOI]

Proceedings of the 17th International Conference on World Wide Web, 2008

Efficiently answering reachability queries on very large directed graphs.

[BibT_eX]

[DOI]

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2008

A Sampling-Based Approach to Information Recovery.

[BibT_eX]

[DOI]

Proceedings of the 24th International Conference on Data Engineering, 2008

Fast Graph Pattern Matching.

[BibT_eX]

[DOI]

Proceedings of the 24th International Conference on Data Engineering, 2008

Stop Chasing Trends: Discovering High Order Models in Evolving Data.

[BibT_eX]

[DOI]

Proceedings of the 24th International Conference on Data Engineering, 2008

Modeling and Querying E-Commerce Data in Hybrid Relational-XML DBMSs.

[BibT_eX]

[DOI]

Proceedings of the Conceptual Modeling, 2008

Providing freshness guarantees for outsourced databases.

[BibT_eX]

[DOI]

Proceedings of the EDBT 2008, 2008

Fast computing reachability labelings for large graphs with high compression rate.

[BibT_eX]

[DOI]

Proceedings of the EDBT 2008, 2008

Dual encryption for query integrity assurance.

[BibT_eX]

[DOI]

Proceedings of the 17th ACM Conference on Information and Knowledge Management, 2008

2007

A Low-Granularity Classifier for Data Streams with Concept Drifts and Biased Class Distribution.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2007

Integrity Auditing of Outsourced Data.

[BibT_eX]

[DOI]

Proceedings of the 33rd International Conference on Very Large Data Bases, 2007

Challenges and Experience in Prototyping a Multi-Modal Stream Analytic and Monitoring Application on System S.

[BibT_eX]

[DOI]

Proceedings of the 33rd International Conference on Very Large Data Bases, 2007

Unifying Data and Domain Knowledge Using Virtual Views.

[BibT_eX]

[DOI]

Proceedings of the 33rd International Conference on Very Large Data Bases, 2007

Supporting ranking and clustering as generalized order-by and group-by.

[BibT_eX]

[DOI]

Kevin Chen-Chuan Chang

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2007

BLINKS: ranked keyword searches on graphs.

[BibT_eX]

[DOI]

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2007

Load Shedding in Classifying Multi-Source Streaming Data: A Bayes Risk Approach.

[BibT_eX]

[DOI]

Yijian Bai

Proceedings of the Seventh SIAM International Conference on Data Mining, 2007

Event summarization for system management.

[BibT_eX]

[DOI]

Proceedings of the 13th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2007

Computing Compressed Multidimensional Skyline Cubes Efficiently.

[BibT_eX]

[DOI]

Proceedings of the 23rd International Conference on Data Engineering, 2007

Semantic Data Management: Towards Querying Data with their Meaning.

[BibT_eX]

[DOI]

Proceedings of the 23rd International Conference on Data Engineering, 2007

Location-based Spatial Queries with Data Sharing in Wireless Broadcast Environments.

[BibT_eX]

[DOI]

Wei-Shinn Ku

Roger Zimmermann

Proceedings of the 23rd International Conference on Data Engineering, 2007

GString: A Novel Approach for Efficient Search in Graph Databases.

[BibT_eX]

[DOI]

Proceedings of the 23rd International Conference on Data Engineering, 2007

Adaptive Load Diffusion for Multiway Windowed Stream Joins.

[BibT_eX]

[DOI]

Xiaohui Gu

Proceedings of the 23rd International Conference on Data Engineering, 2007

A Flexible Query Graph Based Model for the Efficient Execution of Continuous Queries.

[BibT_eX]

[DOI]

Proceedings of the 23rd International Conference on Data Engineering Workshops, 2007

Optimizing Timestamp Management in Data Stream Management Systems.

[BibT_eX]

[DOI]

Proceedings of the 23rd International Conference on Data Engineering, 2007

2006

Discovering Frequent Closed Partial Orders from Strings.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2006

Catch the moment: maintaining closed frequent itemsets over a data stream sliding window.

[BibT_eX]

[DOI]

Knowl. Inf. Syst., 2006

Finding global icebergs over distributed data sets.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Fifth ACM SIGACT-SIGMOD-SIGART Symposium on Principles of Database Systems, 2006

Suppressing model overfitting in mining concept-drifting data streams.

[BibT_eX]

[DOI]

Proceedings of the Twelfth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2006

LOCI: Load Shedding through Class-Preserving Data Acquisition.

[BibT_eX]

[DOI]

Proceedings of the 6th IEEE International Conference on Data Mining (ICDM 2006), 2006

Fast Relevance Discovery in Time Series.

[BibT_eX]

[DOI]

Sheng Ma

Proceedings of the 6th IEEE International Conference on Data Mining (ICDM 2006), 2006

A Balanced Ensemble Approach to Weighting Classifiers for Text Classification.

[BibT_eX]

[DOI]

Gabriel Pui Cheong Fung

Proceedings of the 6th IEEE International Conference on Data Mining (ICDM 2006), 2006

Dual Labeling: Answering Graph Reachability Queries in Constant Time.

[BibT_eX]

[DOI]

Proceedings of the 22nd International Conference on Data Engineering, 2006

Fast Computation of Reachability Labeling for Large Graphs.

[BibT_eX]

[DOI]

Proceedings of the Advances in Database Technology, 2006

A data stream language and system designed for power and extensibility.

[BibT_eX]

[DOI]

Proceedings of the 2006 ACM CIKM International Conference on Information and Knowledge Management, 2006

2005

Demand-driven frequent itemset mining using pattern structures.

[BibT_eX]

[DOI]

Knowl. Inf. Syst., 2005

Preference-Based Frequent Pattern Mining.

[BibT_eX]

[DOI]

Int. J. Data Warehous. Min., 2005

An Improved Biclustering Method for Analyzing Gene Expression Profiles.

[BibT_eX]

[DOI]

Int. J. Artif. Intell. Tools, 2005

Loadstar: Load Shedding in Data Stream Mining.

[BibT_eX]

[DOI]

Yun Chi

Proceedings of the 31st International Conference on Very Large Data Bases, Trondheim, Norway, August 30, 2005

A native extension of SQL for mining data streams.

[BibT_eX]

[DOI]

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2005

Near-Neighbor Search in Pattern Distance Spaces.

[BibT_eX]

[DOI]

Proceedings of the 2005 SIAM International Conference on Data Mining, 2005

Loadstar: A Load Shedding Scheme for Classifying Data Streams.

[BibT_eX]

[DOI]

Proceedings of the 2005 SIAM International Conference on Data Mining, 2005

A Random Method for Quantifying Changing Distributions in Data Streams.

[BibT_eX]

[DOI]

Proceedings of the Knowledge Discovery in Databases: PKDD 2005, 2005

Pattern-based similarity search for microarray data.

[BibT_eX]

[DOI]

Proceedings of the Eleventh ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2005

On Reducing Classifier Granularity in Mining Concept-Drifting Data Streams.

[BibT_eX]

[DOI]

Proceedings of the 5th IEEE International Conference on Data Mining (ICDM 2005), 2005

Efficiently Mining Frequent Closed Partial Orders.

[BibT_eX]

[DOI]

Proceedings of the 5th IEEE International Conference on Data Mining (ICDM 2005), 2005

Online Mining of Data Streams: Applications, Techniques and Progress.

[BibT_eX]

[DOI]

Proceedings of the 21st International Conference on Data Engineering, 2005

On the Sequencing of Tree Structures for XML Indexing.

[BibT_eX]

[DOI]

Xiaofeng Meng

Proceedings of the 21st International Conference on Data Engineering, 2005

Stay Current and Relevant in Data Mining Research.

[BibT_eX]

[DOI]

Wei Wang

Proceedings of the Database Systems for Advanced Applications, 2005

Compact reachability labeling for graph-structured data.

[BibT_eX]

[DOI]

Proceedings of the 2005 ACM CIKM International Conference on Information and Knowledge Management, Bremen, Germany, October 31, 2005

Mining Data Streams.

[BibT_eX]

Jiawei Han

Proceedings of the Data Mining and Knowledge Discovery Handbook., 2005

2004

Estimating the Selectivity of XML Path Expression with Predicates by Histograms.

[BibT_eX]

[DOI]

Proceedings of the Advances in Web-Age Information Management: 5th International Conference, 2004

Query Languages and Data Models for Database Sequences and Data Streams.

[BibT_eX]

[DOI]

Yan-Nei Law

Proceedings of the (e)Proceedings of the Thirtieth International Conference on Very Large Data Bases, VLDB 2004, Toronto, Canada, August 31, 2004

A Fast Algorithm for Subspace Clustering by Pattern Similarity.

[BibT_eX]

[DOI]

Proceedings of the 16th International Conference on Scientific and Statistical Database Management (SSDBM 2004), 2004

XSeq: An Index Infrastructure for Tree Pattern Queries.

[BibT_eX]

[DOI]

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2004

Active Mining of Data Streams.

[BibT_eX]

[DOI]

Proceedings of the Fourth SIAM International Conference on Data Mining, 2004

Moment: Maintaining Closed Frequent Itemsets over a Stream Sliding Window.

[BibT_eX]

[DOI]

Proceedings of the 4th IEEE International Conference on Data Mining (ICDM 2004), 2004

Mining Extremely Skewed Trading Anomalies.

[BibT_eX]

[DOI]

Wei Fan

Proceedings of the Advances in Database Technology, 2004

2003

The Deductive Database System LDL++.

[BibT_eX]

[DOI]

Theory Pract. Log. Program., 2003

Recent Progress on Selected Topics in Database Research - A Report by Nine Young Chinese Researchers Working in the United States.

[BibT_eX]

[DOI]

J. Comput. Sci. Technol., 2003

ATLAS: A Small but Complete SQL Extension for Data Mining and Data Streams.

[BibT_eX]

[DOI]

Chang Luo

Proceedings of 29th International Conference on Very Large Data Bases, 2003

ViST: A Dynamic Index Method for Querying XML Data by Tree Structures.

[BibT_eX]

[DOI]

Proceedings of the 2003 ACM SIGMOD International Conference on Management of Data, 2003

Incompleteness of Database Languages for Data Streams and Data Mining: the Problem and the Cure.

[BibT_eX]

Proceedings of the Eleventh Italian Symposium on Advanced Database Systems, 2003

ATLaS: A Native Extension of SQL for Data Mining.

[BibT_eX]

[DOI]

Proceedings of the Third SIAM International Conference on Data Mining, 2003

Mining concept-drifting data streams using ensemble classifiers.

[BibT_eX]

[DOI]

Proceedings of the Ninth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 24, 2003

Inductive Learning in Less Than One Sequential Data Scan.

[BibT_eX]

[DOI]

Proceedings of the IJCAI-03, 2003

MaPle: A Fast Algorithm for Maximal Pattern-based Clustering.

[BibT_eX]

[DOI]

Proceedings of the 3rd IEEE International Conference on Data Mining (ICDM 2003), 2003

Is random model better? On its accuracy and efficiency.

[BibT_eX]

[DOI]

Proceedings of the 3rd IEEE International Conference on Data Mining (ICDM 2003), 2003

Indexing Weighted-Sequences in Large Databases.

[BibT_eX]

[DOI]

Proceedings of the 19th International Conference on Data Engineering, 2003

Enhanced Biclustering on Expression Data.

[BibT_eX]

[DOI]

Proceedings of the 3rd IEEE International Symposium on BioInformatics and BioEngineering (BIBE 2003), 2003

2002

Discovery in multi-attribute data with user-defined constraints.

[BibT_eX]

[DOI]

Sheng Ma

Joseph L. Hellerstein

SIGKDD Explor., 2002

Clustering by pattern similarity in large data sets.

[BibT_eX]

[DOI]

Proceedings of the 2002 ACM SIGMOD International Conference on Management of Data, 2002

A Framework for Scalable Cost-sensitive Learning Based on Combing Probabilities and Benefits.

[BibT_eX]

[DOI]

Proceedings of the Second SIAM International Conference on Data Mining, 2002

Mining Associations by Pattern Structure in Large Relational Tables.

[BibT_eX]

[DOI]

Proceedings of the 2002 IEEE International Conference on Data Mining (ICDM 2002), 2002

User-directed Exploration of Mining Space with Multiple Attributes.

[BibT_eX]

[DOI]

Sheng Ma

Joseph L. Hellerstein

Proceedings of the 2002 IEEE International Conference on Data Mining (ICDM 2002), 2002

Progressive Modeling.

[BibT_eX]

[DOI]

Proceedings of the 2002 IEEE International Conference on Data Mining (ICDM 2002), 2002

Empirical Comparison of Various Reinforcement Learning Strategies for Sequential Targeted Marketing.

[BibT_eX]

[DOI]

Proceedings of the 2002 IEEE International Conference on Data Mining (ICDM 2002), 2002

delta-Clusters: Capturing Subspace Correlation in a Large Data Set.

[BibT_eX]

[DOI]

Proceedings of the 18th International Conference on Data Engineering, San Jose, CA, USA, February 26, 2002

The ATLaS System and Its Powerful Database Language Based on Simple Extensions of SQL.

[BibT_eX]

[DOI]

Proceedings of the 18th International Conference on Data Engineering, San Jose, CA, USA, February 26, 2002

A Fully Distributed Framework for Cost-Sensitive Data Mining.

[BibT_eX]

[DOI]

Proceedings of the 22nd International Conference on Distributed Computing Systems (ICDCS'02), 2002

Extending SQL for Decision Support Applications.

[BibT_eX]

[DOI]

Proceedings of the Design and Management of Data Warehouses 2002, 2002

An Index Structure for Pattern Similarity Searching in DNA Microarray Dat.

[BibT_eX]

[DOI]

Proceedings of the 1st IEEE Computer Society Bioinformatics Conference, 2002

Pruning and Dynamic Scheduling of Cost-Sensitive Ensembles.

[BibT_eX]

[DOI]

Proceedings of the Eighteenth National Conference on Artificial Intelligence and Fourteenth Conference on Innovative Applications of Artificial Intelligence, July 28, 2002

2001

The S2-Tree : An Index Structure for Subsequence Matching of Spatial Objects.

[BibT_eX]

[DOI]

Proceedings of the Knowledge Discovery and Data Mining, 2001

SSDT: A Scalable Subspace-Splitting Classifier for Biased Data.

[BibT_eX]

[DOI]