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Johannes Gehrke

Papers on DiSC'04


Approximate Join Processing Over Data Streams

Limiting privacy breaches in privacy preserving data mining

How to quickly find a witness

Time management for new faculty

The Cougar Project: a work-in-progress report

Query Processing in Sensor Networks

Letter from the Special Issue Editor

Overview of the KDD Cup 2003

Publications


Note: Links lead to the DBLP on the Web.

Johannes Gehrke

Alin Dobra , Minos N. Garofalakis , Johannes Gehrke, Rajeev Rastogi : Sketch-Based Multi-query Processing over Data Streams. EDBT 2004 : 551-568

Abhinandan Das , Johannes Gehrke, Mirek Riedewald : Approximation Techniques for Spatial Data. SIGMOD Conference 2004

Alexandre V. Evfimievski , Ramakrishnan Srikant , Rakesh Agrawal , Johannes Gehrke: Privacy preserving mining of association rules. Inf. Syst. 29 (4): 343-364 (2004)

Tobias Mayr , Philippe Bonnet , Johannes Gehrke, Praveen Seshadri : Leveraging Non-Uniform Resources for Parallel Query Processing. CCGRID 2003 : 120-

Yong Yao , Johannes Gehrke: Query Processing in Sensor Networks. CIDR 2003

Douglas Burdick , Manuel Calimlim , Jason Flannick , Johannes Gehrke, Tomi Yiu : MAFIA: A Performance Study of Mining Maximal Frequent Itemsets. FIMI 2003

David Kempe , Alin Dobra , Johannes Gehrke: Gossip-Based Computation of Aggregate Information. FOCS 2003 : 482-491

Alexandre V. Evfimievski , Johannes Gehrke, Ramakrishnan Srikant : Limiting privacy breaches in privacy preserving data mining. PODS 2003 : 211-222

Daniel Kifer , Johannes Gehrke, Cristian Bucila , Walker M. White : How to quickly find a witness. PODS 2003 : 272-283

Abhinandan Das , Johannes Gehrke, Mirek Riedewald : Approximate Join Processing Over Data Streams. SIGMOD Conference 2003 : 40-51

Cristian Bucila , Johannes Gehrke, Daniel Kifer , Walker M. White : DualMiner: A Dual-Pruning Algorithm for Itemsets with Constraints. Data Min. Knowl. Discov. 7 (3): 241-272 (2003)

Johannes Gehrke: Letter from the Special Issue Editor. IEEE Data Eng. Bull. 26 (1): 2 (2003)

Rohit Ananthakrishna , Abhinandan Das , Johannes Gehrke, Flip Korn , S. Muthukrishnan , Divesh Srivastava : Efficient Approximation of Correlated Sums on Data Streams. IEEE Trans. Knowl. Data Eng. 15 (3): 569-572 (2003)

Anastassia Ailamaki , Johannes Gehrke: Time management for new faculty. SIGMOD Record 32 (2): 102-106 (2003)

Kenneth A. Ross , Johannes Gehrke, Jun Rao : Reminiscences on Influential Papers. SIGMOD Record 32 (4): 104-105 (2003)

Alan J. Demers , Johannes Gehrke, Rajmohan Rajaraman , Agathoniki Trigoni , Yong Yao : The Cougar Project: a work-in-progress report. SIGMOD Record 32 (4): 53-59 (2003)

Anton Faradjian , Johannes Gehrke, Philippe Bonnet : GADT: A Probability Space ADT for Representing and Querying the Physical World. ICDE 2002 : 201-211

Alexandre V. Evfimievski , Ramakrishnan Srikant , Rakesh Agrawal , Johannes Gehrke: Privacy preserving mining of association rules. KDD 2002 : 217-228

Cristian Bucila , Johannes Gehrke, Daniel Kifer , Walker M. White : DualMiner: a dual-pruning algorithm for itemsets with constraints. KDD 2002 : 42-51

Jay Ayres , Jason Flannick , Johannes Gehrke, Tomi Yiu : Sequential PAttern mining using a bitmap representation. KDD 2002 : 429-435

Shai Ben-David , Johannes Gehrke, Reba Schuller : A theoretical framework for learning from a pool of disparate data sources. KDD 2002 : 443-449

Alin Dobra , Johannes Gehrke: SECRET: a scalable linear regression tree algorithm. KDD 2002 : 481-487

Francis Chu , Joseph Y. Halpern , Johannes Gehrke: Least Expected Cost Query Optimization: What Can We Expect? PODS 2002 : 293-302

Alin Dobra , Minos N. Garofalakis , Johannes Gehrke, Rajeev Rastogi : Processing complex aggregate queries over data streams. SIGMOD Conference 2002 : 61-72

Wai Fu Fung , David Sun , Johannes Gehrke: COUGAR: the network is the database. SIGMOD Conference 2002 : 621

Minos N. Garofalakis , Johannes Gehrke, Rajeev Rastogi : Querying and mining data streams: you only get one look a tutorial. SIGMOD Conference 2002 : 635

Minos N. Garofalakis , Johannes Gehrke: Querying and Mining Data Streams: You Only Get One Look. VLDB 2002

Paul S. Bradley , Johannes Gehrke, Raghu Ramakrishnan , Ramakrishnan Srikant : Scaling mining algorithms to large databases. Commun. ACM 45 (8): 38-43 (2002)

Venkatesh Ganti , Johannes Gehrke, Raghu Ramakrishnan , Wei-Yin Loh : A Framework for Measuring Differences in Data Characteristics. J. Comput. Syst. Sci. 64 (3): 542-578 (2002)

Venkatesh Ganti , Johannes Gehrke, Raghu Ramakrishnan : Mining Data Streams under Block Evolution. SIGKDD Explorations 3 (2): 1-10 (2002)

Johannes Gehrke: Report on the SIGKDD 2001 Conference Panel "New Research Directions in KDD". SIGKDD Explorations 3 (2): 76-77 (2002)

Yong Yao , Johannes Gehrke: The Cougar Approach to In-Network Query Processing in Sensor Networks. SIGMOD Record 31 (3): 9-18 (2002)

Douglas Burdick , Manuel Calimlim , Johannes Gehrke: MAFIA: A Maximal Frequent Itemset Algorithm for Transactional Databases. ICDE 2001 : 443-452

Alin Dobra , Johannes Gehrke: Bias Correction in Classification Tree Construction. ICML 2001 : 90-97

Johannes Gehrke, Wei-Yin Loh : Advances in decision tree construction. KDD Tutorials 2001

Philippe Bonnet , Johannes Gehrke, Praveen Seshadri : Towards Sensor Database Systems. Mobile Data Management 2001 : 3-14

Johannes Gehrke, Flip Korn , Divesh Srivastava : On Computing Correlated Aggregates Over Continual Data Streams. SIGMOD Conference 2001

Zhiyuan Chen , Johannes Gehrke, Flip Korn : Query Optimization In Compressed Database Systems. SIGMOD Conference 2001

Venkatesh Ganti , Johannes Gehrke, Raghu Ramakrishnan : DEMON: Mining and Monitoring Evolving Data. IEEE Trans. Knowl. Data Eng. 13 (1): 50-63 (2001)

Roberto J. Bayardo Jr. , Johannes Gehrke: Report on the Workshop on Research Issues in Data Mining and Knowledge Discovery Workshop (DMKD 2001). SIGKDD Explorations 3 (1): 43-44 (2001)

Venkatesh Ganti , Johannes Gehrke, Raghu Ramakrishnan : DEMON: Mining and Monitoring Evolving Data. ICDE 2000 : 439-448

Johannes Gehrke: Data Mining with Decision Trees. ICDE 2000 : 696

Johannes Gehrke, Raghu Ramakrishnan , Venkatesh Ganti : RainForest - A Framework for Fast Decision Tree Construction of Large Datasets. Data Min. Knowl. Discov. 4 (2/3): 127-162 (2000)

S. Muthukrishnan , Rajmohan Rajaraman , Anthony Shaheen , Johannes Gehrke: Online Scheduling to Minimize Average Stretch. FOCS 1999 : 433-442

Venkatesh Ganti , Raghu Ramakrishnan , Johannes Gehrke, Allison L. Powell , James C. French : Clustering Large Datasets in Arbitrary Metric Spaces. ICDE 1999 : 502-511

Venkatesh Ganti , Johannes Gehrke, Raghu Ramakrishnan : CACTUS - Clustering Categorical Data Using Summaries. KDD 1999 : 73-83

Johannes Gehrke, Wie-Yin Loh , Raghu Ramakrishnan : Classification and Regression: Money *can* Grow on Trees. KDD Tutorial Notes 1999 : 1-73

Venkatesh Ganti , Johannes Gehrke, Raghu Ramakrishnan : A Framework for Measuring Changes in Data Characteristics. PODS 1999 : 126-137

Johannes Gehrke, Venkatesh Ganti , Raghu Ramakrishnan , Wei-Yin Loh : BOAT-Optimistic Decision Tree Construction. SIGMOD Conference 1999 : 169-180

Venkatesh Ganti , Johannes Gehrke, Raghu Ramakrishnan : Mining Very Large Databases. IEEE Computer 32 (8): 38-45 (1999)

Johannes Gehrke, C. Greg Plaxton , Rajmohan Rajaraman : Rapid Convergence of a Local Load Balancing Algorithm for Asynchronous Rings. Theor. Comput. Sci. 220 (1): 247-265 (1999)

Rakesh Agrawal , Johannes Gehrke, Dimitrios Gunopulos , Prabhakar Raghavan : Automatic Subspace Clustering of High Dimensional Data for Data Mining Applications. SIGMOD Conference 1998 : 94-105

Johannes Gehrke, Raghu Ramakrishnan , Venkatesh Ganti : RainForest - A Framework for Fast Decision Tree Construction of Large Datasets. VLDB 1998 : 416-427

Michael J. Carey , David J. DeWitt , Jeffrey F. Naughton , Mohammad Asgarian , Paul Brown , Johannes Gehrke, Dhaval Shah : The BUCKY Object-Relational Benchmark (Experience Paper). SIGMOD Conference 1997 : 135-146

Johannes Gehrke, C. Greg Plaxton , Rajmohan Rajaraman : Rapid Convergence of a Local Load Balancing Algorithm for Asynchronous Rings. WDAG 1997 : 81-95

Sanjoy K. Baruah , Johannes Gehrke, C. Greg Plaxton , Ion Stoica , Hussein M. Abdel-Wahab , Kevin Jeffay : Fair On-Line Scheduling of a Dynamic Set of Tasks on a Single Resource. Inf. Process. Lett. 64 (1): 43-51 (1997)

Ion Stoica , Hussein M. Abdel-Wahab , Kevin Jeffay , Sanjoy K. Baruah , Johannes Gehrke, C. Greg Plaxton : A proportional share resource allocation algorithm for real-time, time-shared systems. IEEE Real-Time Systems Symposium 1996 : 288-299

Sanjoy K. Baruah , Johannes Gehrke, C. Greg Plaxton : Fast scheduling of periodic tasks on multiple resources. IPPS 1995 : 280-288

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