Mohammed Javeed Zaki

Possui graduação em Computer Science And Mathematics pelo Angelo State University(1993), mestrado em Computer Science pela University of Rochester(1995) e doutorado em Compure Science pela University of Rochester(1998).

Informações coletadas do Lattes em 16/06/2022

Acadêmico

Formação acadêmica

Doutorado em Compure Science

1995 - 1998

University of Rochester
Título: Scalable Data Mining for Rules
Orientador: Wei Li

Mestrado em Computer Science

1994 - 1995

University of Rochester
Orientador: Wei Li
Grande área: Ciências Exatas e da Terra / Área: Ciência da Computação / Subárea: Metodologia e Técnicas da Computação.

Graduação em Computer Science And Mathematics

1989 - 1993

Angelo State University
Orientador: Wei Li

Produções bibliográficas

HEMASPAANDRA, Lane ; OGIHARA, Mitsunori ; ZAKI, Mohammed Javeed ; ZIMAND, Marius . The Complexity of Finding Top-Toda-Equivalence-Class Members. Theory of Computing Systems , 2004.
ZAKI, Mohammed Javeed ; NADIMPALLY, Vinay ; BARDHAN, Deb ; BYSTROFF, Chris . Predictig Protein Folding Pathways. Bioinformatics (Oxford, England) , 2004.
ZAKI, Mohammed Javeed . Generating Non-Reduntant Association Rules. Data Mining And Knowledge Discovery, 2004.
ZAKI, Mohammed Javeed ; HSIAO, Ching Jui . CHARM: An Efficient Algorithm for Closed Association Rule Mining. IEEE Transactions on Knowledge and Data Engineering , 2004.
ZAKI, Mohammed Javeed ; DAVIS, Martina ; DE, Nilanjana ; GAO, Feng ; PALMERINI, Paolo ; PATHURI, Jeevan ; PHOOPHAKDEE, Benjarath ; URBAN, Joe . Mining Frequent Patterns in Massive and Complex Data: Data Mining Template Library. Journal Of Intelligence Community Research And Development, 2004.
GOUDA, Karam ; ZAKI, Mohammed Javeed . GenMax: An Efficient Algorithm for Mining Maximal Frequent Itemsets. Data Mining And Knowledge Discovery An International Journal, 2004.
NADIMPALLY, Vinay ; ZAKI, Mohammed Javeed . A Novel Approach to Determine Normal Variation in Gene Expression Data. Sigkdd Explorations, v. 5, p. 4-13, 2003.
ZAKI, Mohammed Javeed ; JIN, Shan ; BYSTROFF, Chris . Mining Residue Contacts in Proteins Using Local Structure Predictions. IEEE Transactions on Systems Man and Cybernetics , v. 33, n.5, p. 789-801, 2003.
ZAKI, Mohammed Javeed ; PAN, Yi . Introduction. Recent Developments In Parallel And Distributed Data Mining, v. 11, n.2, p. 123-137, 2002.
ZAKI, Mohammed Javeed . Parallel Sequence Mining on Shared-Memory Machines. Journal of Parallel and Distributed Computing , v. 61, n.3, p. 401-426, 2001.
PARTHASARATHY, Srinivasan ; ZAKI, Mohammed Javeed ; OGIHARA, Mitsunori ; LI, Wei . Parallel Data Mining for Association Rules on Shared-Memory Systems. Knowledge And Information Systems, v. 3, n.1, p. 1-29, 2001.
ZAKI, Mohammed Javeed . SPADE: As Efficient Algorithm for Mining Frequent Sequences. Knowledge And Information Systems, v. 42, n.1/2, p. 31-60, 2001.
ZAKI, Mohammed Javeed ; LESH, Neal ; OGIHARA, Mitsunori . PlanMine: Predicting Plan Sequences Using Sequence Mining. Artificial Intelligence Review, v. 14, n.6, p. 421-446, 2000.
MANIATTY, William A ; ZAKI, Mohammed Javeed . Systems Support For Scalable Data Mining. Sigkdd Explorations, v. 2, n.2, p. 56-65, 2000.
ZAKI, Mohammed Javeed . Scalable Algorithms For Association MIning. IEEE Transactions on Knowledge and Data Engineering , v. 12, n.13, p. 372-390, 2000.
LESH, Neal ; ZAKI, Mohammed Javeed ; OGIHARA, Mitsunori . Scalable Feature Mining For Sequential Data. Ieee Intelligent Systems And Their Applications, v. 15, n.2, p. 48-56, 2000.
ZAKI, Mohammed Javeed . Parallel and Distributed Association Mining: A Survey. IEEE Concurrency , v. 7, n.4, p. 14-25, 1999.
ZAKI, Mohammed Javeed . Fundamentals of Data Mining. New York: Springer Verlag, 2004.
WANG, Jason ; ZAKI, Mohammed Javeed ; TOIVONEN, Hannu ; SHASHA, Denis . Data Mining in Bioinformatics. Springer London, 2004.
GOETHALS, Bart ; ZAKI, Mohammed Javeed . Proceedings of the Workshop on Frequent Itemset Mining. , 2003. v. 90.
ZAKI, Mohammed Javeed ; WANG, Jason ; TOIVONEN, Hannu . Data Mining in Bioinformatics. , 2003.
ZAKI, Mohammed Javeed ; AGGARWAL, Charu . Proceedings of the 8th ACM SIGMOD Workshop on Research Issues in Data Mining and Knowledge Discovery. San Diego: , 2003.
ZAKI, Mohammed Javeed ; TOIVONEN, Hannu ; WANG, Jason . Data in Bioinformatics. , 2002.
ZAKI, Mohammed Javeed ; TOIVONEN, Hannu ; WANG, Jason . Data Mining in Bioinformatics. , 2001.
ZAKI, Mohammed Javeed ; KUMAR, Vipin ; SKILLICORN, David . Parallel and DIstributed Data Mining. Los Alamitos: IEEE Computer Society Press, 2001.
ZAKI, Mohammed Javeed ; HO, Ching Tien . Large-Scale Parallel Data Mining. Heidelberg: Springer-Verlag, 2000. v. 1759.
ZAKI, Mohammed Javeed ; DAS, Gautam . Large-Scale Data Mining in High Performance Computing. Heidelberg: Springer-Verlag, 2000. v. 1970.
ROLIM, Jose ; ZAKI, Mohammed Javeed ; KUMAR, Vipin ; SKILLICORN, David . Parallel and Distributed Processing. Heidelberg: Springer-Verlag, 2000. v. 1800.
ZAKI, Mohammed Javeed . Mining Data in Bioinformatics. In: nao informado. (Org.). Bioinformatics. : CRC Press, 2004, v. , p. -.
ZAKI, Mohammed Javeed . Data Mining. In: nao informado. (Org.). The Encyclopedia of Human-Computer Interaction. : Berkshire Publishing Group, 2004, v. , p. -.
ZAKI, Mohammed Javeed . Mininig Maximum Frequent Itemsets. In: nao informado. (Org.). New Generation of Data Mining Applications. : IEEE/Wiley Press, 2004, v. , p. -.
ZAKI, Mohammed Javeed ; WONG, Limsoon . Data Mining Techniques. In: nao informado. (Org.). Post-Genome Knowledge Discovery. : Word Scientific Publishes, 2004, v. , p. -.
ZAKI, Mohammed Javeed . Directions in Protein Contact Map Mining. In: nao informado. (Org.). Next Genertion Data Mining. : Kluwer Academic Publishers, 2003, v. , p. -.
ZAKI, Mohammed Javeed . Mininig Data in Bioinformatics. In: nao informado. (Org.). Handbook of Data Mining. : Lawrence Earlbaum Associates, 2003, v. , p. 573-596.
PUNIN, John ; KRISHNAMOORTHY, Mukkai ; ZAKI, Mohammed Javeed . Web Usage Mining: Languages and Algorithms. In: nao informado. (Org.). Explanatory Data Analysis in Empirical Reserch, Studies in CLassification, Data Analysis and Knowledge Organization. : Springer-Verlag, 2002, v. , p. 266-281.
ZAKI, Mohammed Javeed ; BYSTROFF, Chris . Mining Residue Contacts in Proteins. In: nao informado. (Org.). Data Mining for Scientiic and Engineering Applications. Boston: Kluwer Academic Pulishers, 2001, v. , p. 141-164.
ZAKI, Mohammed Javeed ; LESH, Neal ; OGIHARA, Mitsunori . Predicting Failures in Event Sequences. In: nao informado. (Org.). Data Minig for Scientific Applications. Boston: Kluwer Academic Publishers, 2001, v. , p. 515-539.
ZAKI, Mohammed Javeed . Sequence Mining in Categorical Domains: Algorithms and Applications. In: nao informado. (Org.). Sequence Learning: Paradigms, Algorithms and Applications. Heidelberg: Springer-Verlab, 2000, v. 1828, p. 162-187.
PARTHASARATHY, Sriniasan ; ZAKI, Mohammed Javeed ; OGIHARA, Mitsunori ; DWARKADAS, Sandhya . Sequence Mining and Dynamic and Interactive Environments. In: nao informado. (Org.). Knowledge Discovery for Business Information Systems. Boston: Kluwer Academic Publishers, 2000, v. , p. 377-395.
ZAKI, Mohammed Javeed ; HO, Ching Tein ; AGRAWAL, Rakesh . Parallel Classification on Shared-Memory Systems. In: nao informado. (Org.). Advanced in Distributed and Parallel Knowledge Discovery. Menlo Park: AAAI Press, 2000, v. , p. 377-407.
ZAKI, Mohammed Javeed . Hierarchical Parallel Algorithms for Association Mining. In: nao informado. (Org.). Advances in Distributed and Parallel Knowledge Discovery. Menlo Park: AAAI Press, 2000, v. , p. 339-376.
ZAKI, Mohammed Javeed . Parallel and Distriuted Data Mining: An Introduction . In: nao informado. (Org.). Large-Scale Parallel Data Mining. Heidelberg: Springer-Verag, 2000, v. 1759, p. 1-23.
ZAKI, Mohammed Javeed . Parallel Sequence Mining on Shared-Memory Machines. In: nao informado. (Org.). Large-Scale Parallel Data Mining. Heidelberg: Springer-Verlag, 2000, v. 1759, p. 161-189.
MANIATTY, W A ; ZAKI, Mohammed Javeed . A Requirement Analysis for Parallel KDD Systems. In: nao informado. (Org.). Parallel and Distributed Processing. Heidelberg: Springer-Verlag, 2000, v. 1800, p. 358-365.
ZAKI, Mohammed Javeed ; PARTHASARATHY, Srinivasan ; LI, Wei . Customized Dynamic Load Balancing for Cluster Computing. In: nao informado. (Org.). High Performance Cluster Computing: Architectures and Systems. Upper Saddle River: Prentice Hall, 1999, v. 1, p. 582-607.
GUPTA, Vineet ; PARTHASARATHY, Srinivasan ; ZAKI, Mohammed Javeed . Arithmetic and Logic Operations With DNA. In: nao informado. (Org.). Series in Discrete Mathematics and Theorical Computer Science. : Providence, 1999, v. 48, p. 149-160.
ZAKI, Mohammed Javeed ; NADIMPALLY, Vinay ; BARDHAN, Deb ; BYSTROFF, Chris . Predicting Protein Folding Pathways. In: Internation Conference on Intelligent Systems for Molecular Biology, 2004, Edinburgh, 2004.
HEMASPAANDRA, Lana ; OGIHARA, Mitsunori ; ZAKI, Mohammed Javeed ; ZIMAND, Marius . The Complexity of Finding Top-Toda-Equivalence-Class Members. In: Latin American Theoretical Informatics Conference, 2004, Buenos Aires, 2004.
GOETHALS, Bart ; ZAKI, Mohammed Javeed . Introduction: Advances in Frequent Itemset Mining Impleentations. In: Workshop on Frequent Itemset Mining Implementations, 2003, Melbourne, 2003.
YOUSSEFI, Amir ; DUKE, David ; GLINERT, Ephraim ; ZAKI, Mohammed Javeed . Toward Visual Web Mining. In: 3rd International Workshop on Visual Data Mining, 2003, Melbourne, 2003.
ZAKI, Mohammed Javeed ; AGGARWAL, Charu . XRULES: An Effective Structural Classifier for XML Data. In: 9th International Conference on Knowledge Discovery and Data Mining, 2003, Washington, 2003. p. 316-325.
ZAKI, Mohammed Javeed ; GOUDA, Karam . Fast Vertical Mining Using Vertical Diffsets. In: 9th International Conference on Knowledge Discovery and Data Mining, 2003, Washington, 2003. p. 326-335.
SEQUEIRA, Karlton ; ZAKI, Mohammed Javeed ; SZYMANSKI, Bolek ; CAROTERS, Chris . Improving Spatial Locality Using Data Mining. In: 9th International Conference on Knowledge Discovery and Data Mining, 2003, Washington, 2003. p. 649-654.
PAN, Feng ; CONG, Gao ; TUNG, Anthony ; YANG, Jiong ; ZAKI, Mohammed Javeed . CARPENTER: Finding Closed Patterns in Long Biological Datasets. In: 9th International Conference on Knowledge Discovery and Data Mining, 2003, Washington, 2003. p. 637-642.
RAMESH, Ganesh ; MANIATTY, William ; ZAKI, Mohammed Javeed . Feasible Itemset Distributions in Data Mining : Theory and Application. In: 22nd ACM SIGACT-SIGMOD-SIGART Symposium on Principles of Database Systems, 2003, San Diego, 2003.
VELOSO, Adriano ; MEIRA JR, Wagner ; CARVALHO, Marcio ; PARTHASARATHY, Srini ; ZAKI, Mohammed Javeed . Parallel, Incremental and Interactive Mining For Frequent Itemsets Evolving Databases. In: 6th International Workshop on Hight Performnce Data Mining: Pervasive nd Data Stream Mining, 2003, San Francisco, 2003.
BOUQATA, B ; CAROTHERS, Chris ; SZYANSKI, Bolek ; ZAKI, Mohammed Javeed . Understanding Filesystem Performance For Data Mining Applications. In: 6th International Workshop on Hight Performnce Data Mining: Pervasive nd Data Stream Mining, 2003, San Francisco, 2003.
ZAKI, Mohammed Javeed . Mining Protein Contact Maps. In: Workshop on Information Technology, 2003, Rabat, 2003.
ZAKI, Mohammed Javeed . Directions in Protein Contact Mp Mining. In: NSF Workshop on Next Generation Data Mining, 2002, Baltimore, 2002.
VELOSO, Adriano ; GUSMAO, Bruno ; MEIRA, Waner ; CARVALHO, Marcio ; PARTHASARATHY, Srinivasan ; ZAKI, Mohammed Javeed . Efficient Mining Approximate Models of Association in Evolving Databases. In: 6th European Conference on Principles of Knowledge Discovery in Databases, 2002, Helsinki, 2002. p. 435-448.
ZAKI, Mohammed Javeed . Efficiently Mining Frequent Trees in a Forrest. In: 8th ACM SIGKDD International Conference on Knowledge Discovery and Data Minig, 2002, Edmonton, 2002. p. 71-80.
SEQUEIRA, Karlton ; ZAKI, Mohammed Javeed . ADMIT: Anomaly-base Data Mining for Intrusion. In: 8th ACM SIGKDD International Conference on Knowledge Discovery and Data Minig, 2002, Edmonton, 2002. p. 368-377.
HU, Jingjing ; SHEN, Xioalan ; SHAO, Yu ; BYSTROFF, Chris ; ZAKI, Mohammed Javeed . Mining Protein Contact Maps. In: 2nd Workshop on Data Mining in Bioinformatics, 2002, Edmonton, 2002. p. 3-10.
RAMESH, Ganesh ; MANIATTY, William ; ZAKI, Mohammed Javeed . Indexing and Data Access Methods for Database Mining. In: 7th ACM SIGMOD Workshop on Research Issues in Data Mining and Knowledge Discovery, 2002, Wisconsin, 2002.
ZAKI, Mohammed Javeed ; HSIAO, Ching Jui . CHARM: An Efficient Algorithm for Closed Association Rules Mining. In: 2nd SIAM Internationl Conference on Data MIning, 2002, Arlignton, 2002. p. 457-473.
VELOSO, Adriano ; MEIRA JR, Wagner ; CARVALHO, Marcio ; POSSAS, Bruno ; PARTHASARATY, Srinivasan ; ZAKI, Mohammed Javeed . Mining Frequent Itemsets in Evolving Databases. In: 2nd SIAM Internationl Conference on Data MIning, 2002, Arlington, 2002. p. 494-510.
EPTER, Scott ; KRISHNAMOORTHY, Mukkai ; ZAKI, Mohammed Javeed . Clusterability Detection and Initial Seed Selection in Large Data Sets. In: SIAM Workshop on Clustering High Dimensional Data and Its Applications, 2002, Arlignton, 2002.
CAROTHERS, Chris ; SZYMANSKI, Bolek ; ZAKI, Mohammed Javeed . Performance Mining of Large-Scale Data-Intensive Applications. In: IPDPS Workshop on Next Generation Systems, 2002, Lauderdale, 2002.
GOUDA, Karam ; ZAKI, Mohammed Javeed . Efficiently Mining Maxinal Frequent Itemsets. In: 1st IEEE International Conference on Data Mining, 2001, San Jose, 2001. p. 163-170.
PUNIN, John ; KRISHNAMOORTHY, Mukkai ; ZAKI, Mohammed Javeed . LOGML - Log Markup Language for Web Usage Mining. In: WEBKDD Workshop 2001: Mining Log Data Across All Customer Touch-Points, 2001, San Francisco, 2001.
PUNIN, John ; KRISHNAMOORTHY, Mukkai ; ZAKI, Mohammed Javeed . LOGML - XML Language for Web Usage Mining. In: 10th International World Wide Web Conference, 2001, Hng Kong, 2001.
ZAKI, Mohammed Javeed ; JIN, Shan ; BYSTROFF, Chris . Mining Residue Contact Maps in Proteins Using Local Structure Predictions. In: IEEE International Symposium on Bioinformatics and Biomedical Engineering, 2000, Washington, 2000. p. 168-175.
ZAKI, Mohammed Javeed . Sequence Mining in Categorical Domains: Incorporating Contraints. In: 9th International Conference on Information and Knowledge Management, 2000, Washington, 2000. p. 422-429.
RAJAN, Krishna ; ZAKI, Mohammed Javeed . Data Mining Through Information Association: A Knowledge Discovery Tool for Material Science. In: 17th International CODATA Conference, 2000, Bavena, 2000.
ZAKI, Mohammed Javeed . Generating Non-Redundant Association Rules . In: 6th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2000, Boston, 2000. p. 34-43.
LESH, Neal ; ZAKI, Mohammed Javeed ; OGIHARA, Mitsunori . Mining Features For Sequence Classification. In: International Conference on Knowledge Discovery and Data Mining, 1999, San Diego, 1999. p. 342-346.
PARTHASATHY, Srinivasan ; ZAKI, Mohammed Javeed ; OGIHARA, Mitsunori ; DWARKADAS, Sandhya . Incremental and Interactive Sequence Mining. In: 8th International Conference on Information and Knowledge Management, 1999, Kansas, 1999. p. 251-258.
ZAKI, Mohammed Javeed . Parallel Sequence Mining on SMP Machines. In: Internation Conference on Knowledge Discovery and Data Mining, 1999, San Diego, 1999. p. 57-65.
ZAKI, Mohammed Javeed ; HO, Ching Tien ; AGRAWAL, Rakesh . Scalable Parallel Classification for Data Mining on Shared-Memory Multiprocess. In: IEEE International Conference on Data Engineering, 1999, Sydney, 1999. p. 198-205.
AGRAWAL, Rakesh ; HO, Ching Tien ; PAUSER, Leon ; ZAKI, Mohammed Javeed . Parallel Data Mining on Shared-Memory Multiprocessors. In: SIAM Conference on Parallel Processing for Scientific Computing, 1999, San Antonio, 1999.
YOUSSEFI, Amir ; DUKE, David ; ZAKI, Mohammed Javeed . Visual Web Mining. In: 13th INternational World Wide Web Conference, 2004, New York, 2004.
SHAO, Yu ; ISMAIL, Malik Magdon ; FREEDMAN, Danial ; AKELLA, Srinivas ; ZAKI, Mohammed Javeed ; BYSTROFF, Chris . Compression of Protein Conformational Space . In: 6th Annual International Conference on Research in Computational MOlecular Biology, 2002, Washington, 2002.
ZAKI, Mohammed Javeed ; TOIVONEN, Hannu ; WANG, Jason . Data Mining in Bioinformatics: Report on BIOKDD'03. Sigkdd Explorations, v. 5, n.2, p. 119-120, 2003.
ZAKI, Mohammed Javeed ; WANG, Jason . Data Management in Bioinformatics. Information Systems , v. 28, n.4, p. 241-242, 2003.
ZAKI, Mohammed Javeed ; TOIVONEN, Hannu ; WANG, Jason . BIOKDD: Recent Advances in Data Mining in Bioinfromatics. Sigkdd Explorations, v. 4, n.2, p. 112-114, 2002.
ZAKI, Mohammed Javeed . Interactive and Anytime Data Mining . Sigkdd Explorations, v. 3, n.2, p. 1-2, 2002.
ZAKI, Mohammed Javeed ; TOIVONEN, Hannu ; WANG, Jason . Report on BIOKDD01: Workshop on Data Mining in Bioinformatics. Sigkdd Explorations, v. 3, n.2, p. 71-73, 2002.
ZAKI, Mohammed Javeed ; HO, Ching Tien . Workshop Report: Large-Scale Parallel KDD Systems. Sigkdd Explorations, v. 1, n.2, p. 112-114, 2000.

Outras produções

ZAKI, Mohammed Javeed ; HO, Ching Tien ; AGRAWAL, Rakesh . System and Method for Scalable Parallel Classification for Data Mining on Shared-Memory Systems. 2001.

Prêmios

2003

Appreciation for Contibutions to ACM, Association of Computing Machinery.

2002

DOE Office of Science Early Career Principal Investigator Award, Computer Science and High Performance Networks.

2002

The 2002 Trustee Celebration Award for Faculty Achievement, RPI.

2001

NFS Faculty Early Development Award, CAREER Award.

2001

The 2001 Trustee Celebration Award for Faculty Achievement, RPI.

1999

AAAI Student Travel Award for KDD, KDD.

1998

AAAI Student Travel Award for KDD, KDD.

1996

Supercomputing Conference Student Travel Award, .

1993