| 2008 |
|---|
| 54 | EE | Akhmed Umyarov,
Alexander Tuzhilin:
Improving Collaborative Filtering Recommendations Using External Data.
ICDM 2008: 618-627 |
| 53 | EE | Ravi Kumar,
Alexander Tuzhilin,
Christos Faloutsos,
David Jensen,
Gueorgi Kossinets,
Jure Leskovec,
Andrew Tomkins:
Social networks: looking ahead.
KDD 2008: 1060 |
| 52 | EE | Yoon-Joo Park,
Alexander Tuzhilin:
The long tail of recommender systems and how to leverage it.
RecSys 2008: 11-18 |
| 51 | EE | Gediminas Adomavicius,
Alexander Tuzhilin:
Context-aware recommender systems.
RecSys 2008: 335-336 |
| 50 | EE | M. F. Faraone,
Michele Gorgoglione,
S. Lombardi,
Cosimo Palmisano,
U. Panniello,
Alexander Tuzhilin:
The Effect of Context on the Predictive Performance of Segmentation.
Web Intelligence/IAT Workshops 2008: 63-66 |
| 49 | EE | Bing Liu,
Alexander Tuzhilin:
Managing large collections of data mining models.
Commun. ACM 51(2): 85-89 (2008) |
| 48 | EE | Cosimo Palmisano,
Alexander Tuzhilin,
Michele Gorgoglione:
Using Context to Improve Predictive Modeling of Customers in Personalization Applications.
IEEE Trans. Knowl. Data Eng. 20(11): 1535-1549 (2008) |
| 2007 |
|---|
| 47 | EE | Cosimo Palmisano,
Alexander Tuzhilin,
Michele Gorgoglione:
User Profiling with Hierarchical Context: An e-Retailer Case Study.
CONTEXT 2007: 369-383 |
| 46 | EE | Tianyi Jiang,
Alexander Tuzhilin:
Dynamic Micro Targeting: Fitness-Based Approach to Predicting Individual Preferences.
ICDM 2007: 173-182 |
| 45 | EE | Akhmed Umyarov,
Alexander Tuzhilin:
Leveraging aggregate ratings for better recommendations.
RecSys 2007: 161-164 |
| 2006 |
|---|
| 44 | EE | Ke Wang,
Yuelong Jiang,
Alexander Tuzhilin:
Mining Actionable Patterns by Role Models.
ICDE 2006: 16 |
| 43 | EE | Michele Gorgoglione,
Cosimo Palmisano,
Alexander Tuzhilin:
Personalization in Context: Does Context Matter When Building Personalized Customer Models?
ICDM 2006: 222-231 |
| 42 | EE | Tianyi Jiang,
Alexander Tuzhilin:
Improving Personalization Solutions through Optimal Segmentation of Customer Bases.
ICDM 2006: 307-318 |
| 41 | EE | Tianyi Jiang,
Alexander Tuzhilin:
Segmenting Customers from Population to Individuals: Does 1-to-1 Keep Your Customers Forever?
IEEE Trans. Knowl. Data Eng. 18(10): 1297-1311 (2006) |
| 40 | EE | 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) |
| 2005 |
|---|
| 39 | EE | Yuelong Jiang,
Ke Wang,
Alexander Tuzhilin,
Ada Wai-Chee Fu:
Mining Patterns That Respond to Actions.
ICDM 2005: 669-672 |
| 38 | EE | 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) |
| 37 | EE | Gediminas Adomavicius,
Alexander Tuzhilin:
Personalization technologies: a process-oriented perspective.
Commun. ACM 48(10): 83-90 (2005) |
| 36 | EE | 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) |
| 2004 |
|---|
| 35 | EE | Tianyi Jiang,
Alexander Tuzhilin:
Divide and Prosper: Comparing Models of Customer Behavior From Populations to Individuals.
ICDM 2004: 419-422 |
| 34 | EE | Hong Zhang,
Balaji Padmanabhan,
Alexander Tuzhilin:
On the discovery of significant statistical quantitative rules.
KDD 2004: 374-383 |
| 2003 |
|---|
| 33 | EE | Alexander Tuzhilin,
Louiqa Raschid:
From the Guest Co-Editors.
INFORMS Journal on Computing 15(2): 121-122 (2003) |
| 2002 |
|---|
| 32 | EE | Alexander Tuzhilin,
Gediminas Adomavicius:
Handling very large numbers of association rules in the analysis of microarray data.
KDD 2002: 396-404 |
| 31 | EE | Alexander Tuzhilin,
Bing Liu:
Querying multiple sets of discovered rules.
KDD 2002: 52-60 |
| 30 | EE | Balaji Padmanabhan,
Alexander Tuzhilin:
Knowledge refinement based on the discovery of unexpected patterns in data mining.
Decision Support Systems 33(3): 309-321 (2002) |
| 29 | EE | 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) |
| 2001 |
|---|
| 28 | EE | Gediminas Adomavicius,
Alexander Tuzhilin:
Multidimensional Recommender Systems: A Data Warehousing Approach.
WELCOM 2001: 180-192 |
| 27 | | 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) |
| 26 | EE | Gediminas Adomavicius,
Alexander Tuzhilin:
Using Data Mining Methods to Build Customer Profiles.
IEEE Computer 34(2): 74-82 (2001) |
| 2000 |
|---|
| 25 | EE | Balaji Padmanabhan,
Alexander Tuzhilin:
Small is beautiful: discovering the minimal set of unexpected patterns.
KDD 2000: 54-63 |
| 24 | EE | Alexander Tuzhilin:
Report on the KDD2000 Panel Personalization and Data Mining: Exploring the Synergies.
SIGKDD Explorations 2(2): 115-116 (2000) |
| 1999 |
|---|
| 23 | EE | Gediminas Adomavicius,
Alexander Tuzhilin:
User Profiling in Personalization Applications Through Rule Discovery and Validation.
KDD 1999: 377-381 |
| 1998 |
|---|
| 22 | | Balaji Padmanabhan,
Alexander Tuzhilin:
A Belief-Driven Method for Discovering Unexpected Patterns.
KDD 1998: 94-100 |
| 1997 |
|---|
| 21 | | Alexander Tuzhilin:
A Pattern Discovery Algebra.
DMKD 1997: 0- |
| 20 | | Gediminas Adomavicius,
Alexander Tuzhilin:
Discovery of Actionable Patterns in Databases: The Action Hierarchy Approach.
KDD 1997: 111-114 |
| 19 | EE | Gideon Berger,
Alexander Tuzhilin:
Discovering Unexpected Patterns in Temporal Data Using Temporal Logic.
Temporal Databases, Dagstuhl 1997: 281-309 |
| 1996 |
|---|
| 18 | | Balaji Padmanabhan,
Alexander Tuzhilin:
Pattern Discovery in Temporal Databases: A Temporal Logic Approach.
KDD 1996: 351-354 |
| 17 | | Alexander Tuzhilin,
Zvi M. Kedem:
Modeling Data-Intensive Reactive Systems with Relational Transition Systems.
Acta Inf. 33(3): 203-231 (1996) |
| 16 | EE | Abraham Silberschatz,
Alexander Tuzhilin:
What Makes Patterns Interesting in Knowledge Discovery Systems.
IEEE Trans. Knowl. Data Eng. 8(6): 970-974 (1996) |
| 1995 |
|---|
| 15 | | 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 |
| 14 | | Abraham Silberschatz,
Alexander Tuzhilin:
On Subjective Measures of Interestingness in Knowledge Discovery.
KDD 1995: 275-281 |
| 13 | | James Clifford,
Albert Croker,
Fabio Grandi,
Alexander Tuzhilin:
On Temporal Grouping
Temporal Databases 1995: 194-213 |
| 12 | EE | Alexander Tuzhilin:
Templar: A Knowledge-Based Language for Software Specifications Using Temporal Logic.
ACM Trans. Inf. Syst. 13(3): 269-304 (1995) |
| 11 | EE | Alexander Tuzhilin:
Extending Temporal Logic to Support High-Level Simulations.
ACM Trans. Model. Comput. Simul. 5(2): 129-155 (1995) |
| 10 | EE | Alexander Tuzhilin,
James Clifford:
On Periodicity in Temporal Databases.
Inf. Syst. 20(8): 619-639 (1995) |
| 1994 |
|---|
| 9 | EE | James Clifford,
Albert Croker,
Alexander Tuzhilin:
On Completeness of Historical Relational Query Languages.
ACM Trans. Database Syst. 19(1): 64-116 (1994) |
| 1993 |
|---|
| 8 | | James Clifford,
Albert Croker,
Alexander Tuzhilin:
On the Completeness of Query Languages for Grouped and Ungrouped Historical Data Models.
Temporal Databases 1993: 496-533 |
| 7 | | Alexander Tuzhilin:
Applications of temporal Databases to Knowledge-based Simulations.
Temporal Databases 1993: 580-593 |
| 6 | | Alexander Tuzhilin:
Querying Datalog Programs with Temporal Logic.
Acta Inf. 30(7): 679-700 (1993) |
| 5 | EE | Vasant Dhar,
Alexander Tuzhilin:
Abstract-Driven Pattern Discovery in Databases.
IEEE Trans. Knowl. Data Eng. 5(6): 926-938 (1993) |
| 1990 |
|---|
| 4 | EE | Alexander Tuzhilin,
James Clifford:
A Temporal Relational Algebra as Basis for Temporal Relational Completeness.
VLDB 1990: 13-23 |
| 1989 |
|---|
| 3 | EE | Alexander Tuzhilin,
Zvi M. Kedem:
Querying and Controlling the Future Behaviour of Complex Objects.
ICDE 1989: 434-442 |
| 2 | EE | Zvi M. Kedem,
Alexander Tuzhilin:
Relational Database Behavior: Utilizing Relational Discrete Event Systems and Models.
PODS 1989: 336-346 |
| 1985 |
|---|
| 1 | EE | Alexander Tuzhilin,
Paul G. Spirakis:
A Semantic Approach to Correctness of Concurrent Transaction Executions.
PODS 1985: 85-95 |
