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Alexander Tuzhilin

Papers on DiSC'06


Mining Patterns That Respond to Actions

Toward the next generation of recommender systems: a survey of the state-of-the-art and possible extensions

Publications


Note: Links lead to the DBLP on the Web.

Alexander Tuzhilin

Ke Wang , Yuelong Jiang , Alexander Tuzhilin: Mining Actionable Patterns by Role Models. ICDE 2006 : 16

Balaji Padmanabhan , Alexander Tuzhilin: On Characterization and Discovery of Minimal Unexpected Patterns in Rule Discovery. IEEE Trans. Knowl. Data Eng. 18 (2): 202-216 (2006)

Yuelong Jiang , Ke Wang , Alexander Tuzhilin, Ada Wai-Chee Fu : Mining Patterns That Respond to Actions. ICDM 2005 : 669-672

Gediminas Adomavicius , Ramesh Sankaranarayanan , Shahana Sen , Alexander Tuzhilin: Incorporating contextual information in recommender systems using a multidimensional approach. ACM Trans. Inf. Syst. 23 (1): 103-145 (2005)

Gediminas Adomavicius , Alexander Tuzhilin: Personalization technologies: a process-oriented perspective. Commun. ACM 48 (10): 83-90 (2005)

Gediminas Adomavicius , Alexander Tuzhilin: Toward the Next Generation of Recommender Systems: A Survey of the State-of-the-Art and Possible Extensions. IEEE Trans. Knowl. Data Eng. 17 (6): 734-749 (2005)

Tianyi Jiang , Alexander Tuzhilin: Divide and Prosper: Comparing Models of Customer Behavior From Populations to Individuals. ICDM 2004 : 419-422

Hong Zhang , Balaji Padmanabhan , Alexander Tuzhilin: On the discovery of significant statistical quantitative rules. KDD 2004 : 374-383

Alexander Tuzhilin, Louiqa Raschid : From the Guest Co-Editors. INFORMS Journal on Computing 15 (2): 121-122 (2003)

Alexander Tuzhilin, Gediminas Adomavicius : Handling very large numbers of association rules in the analysis of microarray data. KDD 2002 : 396-404

Alexander Tuzhilin, Bing Liu : Querying multiple sets of discovered rules. KDD 2002 : 52-60

Balaji Padmanabhan , Alexander Tuzhilin: Knowledge refinement based on the discovery of unexpected patterns in data mining. Decision Support Systems 33 (3): 309-321 (2002)

Gediminas Adomavicius , Alexander Tuzhilin: An Architecture of e-Butler: A Consumer-Centric Online Personalization System. International Journal of Computational Intelligence and Applications 2 (3): 313-327 (2002)

Gediminas Adomavicius , Alexander Tuzhilin: Multidimensional Recommender Systems: A Data Warehousing Approach. WELCOM 2001 : 180-192

Gediminas Adomavicius , Alexander Tuzhilin: Expert-Driven Validation of Rule-Based User Models in Personalization Applications. Data Min. Knowl. Discov. 5 (1/2): 33-58 (2001)

Gediminas Adomavicius , Alexander Tuzhilin: Using Data Mining Methods to Build Customer Profiles. IEEE Computer 34 (2): 74-82 (2001)

Balaji Padmanabhan , Alexander Tuzhilin: Small is beautiful: discovering the minimal set of unexpected patterns. KDD 2000 : 54-63

Alexander Tuzhilin: Report on the KDD2000 Panel Personalization and Data Mining: Exploring the Synergies. SIGKDD Explorations 2 (2): 115-116 (2000)

Gediminas Adomavicius , Alexander Tuzhilin: User Profiling in Personalization Applications Through Rule Discovery and Validation. KDD 1999 : 377-381

Balaji Padmanabhan , Alexander Tuzhilin: A Belief-Driven Method for Discovering Unexpected Patterns. KDD 1998 : 94-100

Alexander Tuzhilin: A Pattern Discovery Algebra. DMKD 1997 : 0-

Gediminas Adomavicius , Alexander Tuzhilin: Discovery of Actionable Patterns in Databases: The Action Hierarchy Approach. KDD 1997 : 111-114

Gideon Berger , Alexander Tuzhilin: Discovering Unexpected Patterns in Temporal Data Using Temporal Logic. Temporal Databases, Dagstuhl 1997 : 281-309

Balaji Padmanabhan , Alexander Tuzhilin: Pattern Discovery in Temporal Databases: A Temporal Logic Approach. KDD 1996 : 351-354

Alexander Tuzhilin, Zvi M. Kedem : Modeling Data-Intensive Reactive Systems with Relational Transition Systems. Acta Inf. 33 (3): 203-231 (1996)

Abraham Silberschatz , Alexander Tuzhilin: What Makes Patterns Interesting in Knowledge Discovery Systems. IEEE Trans. Knowl. Data Eng. 8 (6): 970-974 (1996)

James Clifford , Alexander Tuzhilin: Recent Advances in Temporal Databases, Proceedings of the International Workshop on Temporal Databases, Zürich, Switzerland, 17-18 September 1995 Springer 1995

Abraham Silberschatz , Alexander Tuzhilin: On Subjective Measures of Interestingness in Knowledge Discovery. KDD 1995 : 275-281

James Clifford , Albert Croker , Fabio Grandi , Alexander Tuzhilin: On Temporal Grouping Temporal Databases 1995 : 194-213

Alexander Tuzhilin: Templar: A Knowledge-Based Language for Software Specifications Using Temporal Logic. ACM Trans. Inf. Syst. 13 (3): 269-304 (1995)

Alexander Tuzhilin: Extending Temporal Logic to Support High-Level Simulations. ACM Trans. Model. Comput. Simul. 5 (2): 129-155 (1995)

Alexander Tuzhilin, James Clifford : On Periodicity in Temporal Databases. Inf. Syst. 20 (8): 619-639 (1995)

James Clifford , Albert Croker , Alexander Tuzhilin: On Completeness of Historical Relational Query Languages. ACM Trans. Database Syst. 19 (1): 64-116 (1994)

James Clifford , Albert Croker , Alexander Tuzhilin: On the Completeness of Query Languages for Grouped and Ungrouped Historical Data Models. Temporal Databases 1993 : 496-533

Alexander Tuzhilin: Applications of temporal Databases to Knowledge-based Simulations. Temporal Databases 1993 : 580-593

Alexander Tuzhilin: Querying Datalog Programs with Temporal Logic. Acta Inf. 30 (7): 679-700 (1993)

Vasant Dhar , Alexander Tuzhilin: Abstract-Driven Pattern Discovery in Databases. IEEE Trans. Knowl. Data Eng. 5 (6): 926-938 (1993)

Alexander Tuzhilin, James Clifford : A Temporal Relational Algebra as Basis for Temporal Relational Completeness. VLDB 1990 : 13-23

Alexander Tuzhilin, Zvi M. Kedem : Querying and Controlling the Future Behaviour of Complex Objects. ICDE 1989 : 434-442

Zvi M. Kedem , Alexander Tuzhilin: Relational Database Behavior: Utilizing Relational Discrete Event Systems and Models. PODS 1989 : 336-346

Alexander Tuzhilin, Paul G. Spirakis : A Semantic Approach to Correctness of Concurrent Transaction Executions. PODS 1985 : 85-95

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