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Mohammed Javeed Zaki

Papers on DiSC'04


Feasible itemset distributions in data mining: theory and application

Foreword

Improving spatial locality of programs via data mining

XRules: an effective structural classifier for XML data

Fast vertical mining using diffsets

Carpenter: finding closed patterns in long biological datasets

Data Mining in Bioinformatics: Report on BIOKDD'03

A Novel Approach to Determine Normal Variation in Gene Expression Data

Publications


Note: Links lead to the DBLP on the Web.

Mohammed Javeed Zaki

Lane A. Hemaspaandra , Mitsunori Ogihara , Mohammed Javeed Zaki, Marius Zimand : The Complexity of Finding Top-Toda-Equivalence-Class Members. LATIN 2004 : 90-99

Mohammed Javeed Zaki, Charu C. Aggarwal : Proceedings of the 8th ACM SIGMOD workshop on Research issues in data mining and knowledge discovery, DMKD 2003, San Diego, California, USA, June 13, 2003 ACM 2003

Mohammed Javeed Zaki, Jason Tsong-Li Wang , Hannu Toivonen : Proceedings of the 3nd ACM SIGKDD Workshop on Data Mining in Bioinformatics (BIOKDD 2003), August 27th, 2003, Washington, DC, USA BIOKDD 2003

Bart Goethals , Mohammed Javeed Zaki: FIMI '03, Frequent Itemset Mining Implementations, Proceedings of the ICDM 2003 Workshop on Frequent Itemset Mining Implementations, 19 December 2003, Melbourne, Florida, USA FIMI 2003

Mohammed Javeed Zaki, Jason Tsong-Li Wang , Hannu Toivonen : Opening Remarks. BIOKDD 2003

Bart Goethals , Mohammed Javeed Zaki: Advances in Frequent Itemset Mining Implementations: Introduction to FIMI03. FIMI 2003

Mohammed Javeed Zaki, Charu C. Aggarwal : XRules: an effective structural classifier for XML data. KDD 2003 : 316-325

Mohammed Javeed Zaki, Karam Gouda : Fast vertical mining using diffsets. KDD 2003 : 326-335

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

Karlton Sequeira , Mohammed Javeed Zaki, Boleslaw K. Szymanski , Christopher D. Carothers : Improving spatial locality of programs via data mining. KDD 2003 : 649-654

Ganesh Ramesh , William Maniatty , Mohammed Javeed Zaki: Feasible itemset distributions in data mining: theory and application. PODS 2003 : 284-295

Mohammed Javeed Zaki, Shan Jin , Chris Bystroff : Mining residue contacts in proteins using local structure predictions. IEEE Transactions on Systems, Man, and Cybernetics, Part B 33 (5): 789-801 (2003)

Mohammed Javeed Zaki, Jason Tsong-Li Wang : Special issue on data management in bioinformatics. Inf. Syst. 28 (4): 241-242 (2003)

Mohammed Javeed Zaki, Jason Tsong-Li Wang , Hannu Toivonen : Proceedings of the 2nd ACM SIGKDD Workshop on Data Mining in Bioinformatics (BIOKDD 2002), July 23rd, 2002, Edmonton, Alberta, Canada BIOKDD 2002

Mohammed Javeed Zaki, Jason Tsong-Li Wang , Hannu Toivonen : Foreword. BIOKDD 2002

Jingjing Hu , Xiaolan Shen , Yu Shao , Chris Bystroff , Mohammed Javeed Zaki: Mining Protein Contact Maps. BIOKDD 2002 : 3-10

Ganesh Ramesh , William Maniatty , Mohammed Javeed Zaki: Indexing and Data Access Methods for Database Mining. DMKD 2002

Christopher D. Carothers , Boleslaw K. Szymanski , Mohammed Javeed Zaki: Performance Mining of Large-Scale Data-Intensive Applications. IPDPS 2002

Karlton Sequeira , Mohammed Javeed Zaki: ADMIT: anomaly-based data mining for intrusions. KDD 2002 : 386-395

Mohammed Javeed Zaki: Efficiently mining frequent trees in a forest. KDD 2002 : 71-80

Adriano Veloso , Bruno Gusmão , Wagner Meira Jr. , Márcio de Carvalho , Srinivasan Parthasarathy , Mohammed Javeed Zaki: Efficiently Mining Approximate Models of Associations in Evolving Databases. PKDD 2002 : 435-448

Mohammed Javeed Zaki, Ching-Jiu Hsiao : CHARM: An Efficient Algorithm for Closed Itemset Mining. SDM 2002

Adriano Veloso , Wagner Meira Jr. , Márcio de Carvalho , Bruno Pôssas , Srinivasan Parthasarathy , Mohammed Javeed Zaki: Mining Frequent Itemsets in Evolving Databases. SDM 2002

Mohammed Javeed Zaki, Yi Pan : Introduction: Recent Developments in Parallel and Distributed Data Mining. Distributed and Parallel Databases 11 (2): 123-127 (2002)

Mohammed Javeed Zaki, Jason Tsong-Li Wang , Hannu Toivonen : BIOKDD01: Workshop on Data Mining in Bioinformatics. SIGKDD Explorations 3 (2): 71-73 (2002)

Mohammed Javeed Zaki: Editorial: Online, Interactive, and Anytime Data Mining. SIGKDD Explorations 3 (2): (2002)

Mohammed Javeed Zaki, Jason Tsong-Li Wang , Hannu Toivonen : BIOKDD 2002: Recent Advanced in Data Minig for Bioinformatics. SIGKDD Explorations 4 (2): 112-114 (2002)

Mohammed Javeed Zaki, Hannu Toivonen , Jason Tsong-Li Wang : Proceedings of the ACM SIGKDD Workshop on Data Mining in Bioinformatics (BIOKDD 2001) BIOKDD 2001

Karam Gouda , Mohammed Javeed Zaki: Efficiently Mining Maximal Frequent Itemsets. ICDM 2001 : 163-170

Mohammed Javeed Zaki: Sequence Mining in Categorical Domains: Algorithms and Applications. Sequence Learning 2001 : 162-187

John R. Punin , Mukkai S. Krishnamoorthy , Mohammed Javeed Zaki: LOGML: Log Markup Language for Web Usage Mining. WEBKDD 2001 : 88-112

John R. Punin , Mukkai S. Krishnamoorthy , Mohammed Javeed Zaki: LOGML - XML Language for Web Usage Mining. WWW Posters 2001

Mohammed Javeed Zaki: Parallel Sequence Mining on Shared-Memory Machines. J. Parallel Distrib. Comput. 61 (3): 401-426 (2001)

Srinivasan Parthasarathy , Mohammed Javeed Zaki, Mitsunori Ogihara , Wei Li : Parallel Data Mining for Association Rules on Shared-Memory Systems. Knowl. Inf. Syst. 3 (1): 1-29 (2001)

Mohammed Javeed Zaki: SPADE: An Efficient Algorithm for Mining Frequent Sequences. Machine Learning 42 (1/2): 31-60 (2001)

Mohammed Javeed Zaki, Ching-Tien Ho : Large-Scale Parallel Data Mining, Workshop on Large-Scale Parallel KDD Systems, SIGKDD, August 15, 1999, San Diego, CA, USA, revised papers Springer 2000

Mohammed Javeed Zaki, Shan Jin , Chris Bystroff : Mining Residue Contacts in Proteins. BIBE 2000 : 168-175

Mohammed Javeed Zaki: Sequence Mining in Categorical Domains: Incorporating Constraints. CIKM 2000 : 422-429

William Maniatty , Mohammed Javeed Zaki: A Requirements Analysis for Parallel KDD Systems. IPDPS Workshops 2000 : 358-365

Mohammed Javeed Zaki: Generating non-redundant association rules. KDD 2000 : 34-43

Mohammed Javeed Zaki, Neal Lesh , Mitsunori Ogihara : PlanMine: Predicting Plan Failures Using Sequence Mining. Artif. Intell. Rev. 14 (6): 421-446 (2000)

Neal Lesh , Mohammed Javeed Zaki, Mitsunori Ogihara : Scalable Feature Mining for Sequential Data. IEEE Intelligent Systems 15 (2): 48-56 (2000)

Mohammed Javeed Zaki: Scalable Algorithms for Association Mining. IEEE Trans. Knowl. Data Eng. 12 (2): 372-390 (2000)

Mohammed Javeed Zaki, Ching-Tien Ho : KDD-99 Workshop on Large-Scale Parallel KDD Systems. SIGKDD Explorations 1 (2): 112-114 (2000)

William Maniatty , Mohammed Javeed Zaki: Systems Support for Scalable Data Mining. SIGKDD Explorations 2 (2): 56-65 (2000)

Srinivasan Parthasarathy , Mohammed Javeed Zaki, Mitsunori Ogihara , Sandhya Dwarkadas : Incremental and Interactive Sequence Mining. CIKM 1999 : 251-258

Mohammed Javeed Zaki, Ching-Tien Ho , Rakesh Agrawal : Parallel Classification for Data Mining on Shared-Memory Multiprocessors. ICDE 1999 : 198-205

Neal Lesh , Mohammed Javeed Zaki, Mitsunori Ogihara : Mining Features for Sequence Classification. KDD 1999 : 342-346

Mohammed Javeed Zaki: Parallel and Distributed Data Mining: An Introduction. Large-Scale Parallel Data Mining 1999 : 1-23

Mohammed Javeed Zaki: Parallel Sequence Mining on Shared-Memory Machines. Large-Scale Parallel Data Mining 1999 : 161-189

Mohammed Javeed Zaki: Efficient Enumeration of Frequent Sequences. CIKM 1998 : 68-75

Srinivasan Parthasarathy , Mohammed Javeed Zaki, Wei Li : Memory Placement Techniques for Parallel Association Mining. KDD 1998 : 304-308

Mohammed Javeed Zaki, Neal Lesh , Mitsunori Ogihara : PlanMine: Sequence Mining for Plan Failures. KDD 1998 : 369-374

Mohammed Javeed Zaki, Srinivasan Parthasarathy , Mitsunori Ogihara , Wei Li : New Algorithms for Fast Discovery of Association Rules. KDD 1997 : 283-286

Mohammed Javeed Zaki, Srinivasan Parthasarathy , Wei Li , Mitsunori Ogihara : Evaluation of Sampling for Data Mining of Association Rules. RIDE 1997 : 0-

Mohammed Javeed Zaki, Srinivasan Parthasarathy , Wei Li : A Localized Algorithm for Parallel Association Mining. SPAA 1997 : 321-330

Michal Cierniak , Mohammed Javeed Zaki, Wei Li : Compile-Time Scheduling Algorithms for a Heterogeneous Network of Workstations. Comput. J. 40 (6): 356-372 (1997)

Mohammed Javeed Zaki, Srinivasan Parthasarathy , Mitsunori Ogihara , Wei Li : Parallel Algorithms for Discovery of Association Rules. Data Min. Knowl. Discov. 1 (4): 343-373 (1997)

Mohammed Javeed Zaki, Wei Li , Srinivasan Parthasarathy : Customized Dynamic Load Balancing for a Network of Workstations. J. Parallel Distrib. Comput. 43 (2): 156-162 (1997)

Mohammed Javeed Zaki, Wei Li , Srinivasan Parthasarathy : Customized Dynamic Load Balancing for a Network of Workstations. HPDC 1996 : 282-291

Michal Cierniak , Wei Li , Mohammed Javeed Zaki: Loop Scheduling for Heterogeneity. HPDC 1995 : 78-

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