| Hits ?▲ |
Authors |
Title |
Venue |
Year |
Link |
Author keywords |
| 1 | Alexander Tuzhilin |
Customer relationship management and Web mining: the next frontier.  |
Data Min. Knowl. Discov.  |
2012 |
DBLP DOI BibTeX RDF |
|
| 1 | Gediminas Adomavicius, Alexander Tuzhilin, Rong Zheng |
REQUEST: A Query Language for Customizing Recommendations. |
Information Systems Research |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Akhmed Umyarov, Alexander Tuzhilin |
Using external aggregate ratings for improving individual recommendations. |
TWEB |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Gediminas Adomavicius, Bamshad Mobasher, Francesco Ricci, Alexander Tuzhilin |
Context-Aware Recommender Systems. |
AI Magazine |
2011 |
DBLP BibTeX RDF |
|
| 1 | Wenji Mao, Alexander Tuzhilin, Jonathan Gratch |
Social and Economic Computing. |
IEEE Intelligent Systems |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Alexander Tuzhilin |
Knowledge management revisited: Old Dogs, New tricks. |
ACM Trans. Management Inf. Syst. |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Gediminas Adomavicius, Alexander Tuzhilin |
Context-Aware Recommender Systems. |
Recommender Systems Handbook |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Yong Ge, Hui Xiong, Alexander Tuzhilin, Qi Liu |
Collaborative filtering with collective training. |
RecSys |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Gediminas Adomavicius, Linas Baltrunas, Tim Hussein, Francesco Ricci, Alexander Tuzhilin |
3rd workshop on context-aware recommender systems (CARS 2011). |
RecSys |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Michele Gorgoglione, Umberto Panniello, Alexander Tuzhilin |
The effect of context-aware recommendations on customer purchasing behavior and trust. |
RecSys |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Yong Ge, Qi Liu, Hui Xiong, Alexander Tuzhilin, Jian Chen |
Cost-aware travel tour recommendation. |
KDD |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Gediminas Adomavicius, Alexander Tuzhilin, Shlomo Berkovsky, Ernesto William De Luca, Alan Said |
Context-awareness in recommender systems: research workshop and movie recommendation challenge. |
RecSys |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Yong Ge, Hui Xiong, Alexander Tuzhilin, Keli Xiao, Marco Gruteser, Michael J. Pazzani |
An energy-efficient mobile recommender system. |
KDD |
2010 |
DBLP DOI BibTeX RDF |
trajectory data analysis, mobile recommender system |
| 1 | Tianyi Jiang, Alexander Tuzhilin |
Improving Personalization Solutions through Optimal Segmentation of Customer Bases. |
IEEE Trans. Knowl. Data Eng. |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Bamshad Mobasher, Alexander Tuzhilin |
Preface to the special issue on data mining for personalization. |
User Model. User-Adapt. Interact. |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Tianyi Jiang, Alexander Tuzhilin |
Dynamic micro-targeting: fitness-based approach to predicting individual preferences. |
Knowl. Inf. Syst. |
2009 |
DBLP DOI BibTeX RDF |
Marketing application, Micro-targeting, Personalization, Customer segmentation, Customer profiles |
| 1 | Umberto Panniello, Alexander Tuzhilin, Michele Gorgoglione, Cosimo Palmisano, Anto Pedone |
Experimental comparison of pre- vs. post-filtering approaches in context-aware recommender systems. |
RecSys |
2009 |
DBLP DOI BibTeX RDF |
post-filtering, recommender systems, collaborative filtering, pre-filtering |
| 1 | Lawrence D. Bergman, Alexander Tuzhilin, Robin D. Burke, Alexander Felfernig, Lars Schmidt-Thieme (eds.) |
Proceedings of the 2009 ACM Conference on Recommender Systems, RecSys 2009, New York, NY, USA, October 23-25, 2009 |
RecSys |
2009 |
DBLP BibTeX RDF |
|
| 1 | Akhmed Umyarov, Alexander Tuzhilin |
Improving rating estimation in recommender systems using aggregation- and variance-based hierarchical models. |
RecSys |
2009 |
DBLP DOI BibTeX RDF |
aggregate ratings, aggregate variance, predictive models, hierarchical models |
| 1 | Cosimo Palmisano, Alexander Tuzhilin, Michele Gorgoglione |
Using Context to Improve Predictive Modeling of Customers in Personalization Applications. |
IEEE Trans. Knowl. Data Eng. |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Bing Liu 0001, Alexander Tuzhilin |
Managing large collections of data mining models. |
Commun. ACM |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Akhmed Umyarov, Alexander Tuzhilin |
Improving Collaborative Filtering Recommendations Using External Data. |
ICDM |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Gediminas Adomavicius, Alexander Tuzhilin |
Context-aware recommender systems. |
RecSys |
2008 |
DBLP DOI BibTeX RDF |
recommender systems, personalization, collaborative filtering, tutorial, contextual information |
| 1 | Yoon-Joo Park, Alexander Tuzhilin |
The long tail of recommender systems and how to leverage it. |
RecSys |
2008 |
DBLP DOI BibTeX RDF |
data mining, clustering, recommendation, long tail |
| 1 | Maria Francesca Faraone, Michele Gorgoglione, S. Lombardi, Cosimo Palmisano, Umberto Panniello, Alexander Tuzhilin |
The Effect of Context on the Predictive Performance of Segmentation. |
Web Intelligence/IAT Workshops |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Ravi Kumar, Alexander Tuzhilin, Christos Faloutsos, David Jensen, Gueorgi Kossinets, Jure Leskovec, Andrew Tomkins |
Social networks: looking ahead. |
KDD |
2008 |
DBLP DOI BibTeX RDF |
social networks |
| 1 | Gediminas Adomavicius, Alexander Tuzhilin |
Validation Sequence Optimization: A Theoretical Approach. |
INFORMS Journal on Computing |
2007 |
DBLP DOI BibTeX RDF |
|
| 1 | Tianyi Jiang, Alexander Tuzhilin |
Dynamic Micro Targeting: Fitness-Based Approach to Predicting Individual Preferences. |
ICDM |
2007 |
DBLP DOI BibTeX RDF |
marketing application, micro targeting, personalization, Customer segmentation, customer profiles |
| 1 | Cosimo Palmisano, Alexander Tuzhilin, Michele Gorgoglione |
User Profiling with Hierarchical Context: An e-Retailer Case Study. |
CONTEXT |
2007 |
DBLP DOI BibTeX RDF |
context hierarchy, E-commerce, context inference |
| 1 | Akhmed Umyarov, Alexander Tuzhilin |
Leveraging aggregate ratings for better recommendations. |
RecSys |
2007 |
DBLP DOI BibTeX RDF |
aggregate ratings, recommender systems, OLAP, predictive models, hierarchical bayesian models |
| 1 | Balaji Padmanabhan, Alexander Tuzhilin |
On Characterization and Discovery of Minimal Unexpected Patterns in Rule Discovery. |
IEEE Trans. Knowl. Data Eng. |
2006 |
DBLP DOI BibTeX RDF |
unexpectedness, Data mining, association rules, minimality |
| 1 | Tianyi Jiang, Alexander Tuzhilin |
Segmenting Customers from Population to Individuals: Does 1-to-1 Keep Your Customers Forever? |
IEEE Trans. Knowl. Data Eng. |
2006 |
DBLP DOI BibTeX RDF |
1-to-1 marketing, microsegmentation, clustering, Personalization, segmentation |
| 1 | Gediminas Adomavicius, Alexander Tuzhilin |
Personalization technologies: A process-oriented perspective. |
Wirtschaftsinformatik |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | Michele Gorgoglione, Cosimo Palmisano, Alexander Tuzhilin |
Personalization in Context: Does Context Matter When Building Personalized Customer Models? |
ICDM |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | Tianyi Jiang, Alexander Tuzhilin |
Improving Personalization Solutions through Optimal Segmentation of Customer Bases. |
ICDM |
2006 |
DBLP DOI BibTeX RDF |
marketing application, 1-to-1 marketing, personalization, customer segmentation, customer profiles |
| 1 | Ke Wang, Yuelong Jiang, Alexander Tuzhilin |
Mining Actionable Patterns by Role Models. |
ICDE |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | 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. |
2005 |
DBLP DOI BibTeX RDF |
|
| 1 | Gediminas Adomavicius, Alexander Tuzhilin |
Personalization technologies: a process-oriented perspective. |
Commun. ACM |
2005 |
DBLP DOI BibTeX RDF |
|
| 1 | Gediminas Adomavicius, Ramesh Sankaranarayanan, Shahana Sen, Alexander Tuzhilin |
Incorporating contextual information in recommender systems using a multidimensional approach. |
ACM Trans. Inf. Syst. |
2005 |
DBLP DOI BibTeX RDF |
context-aware recommender systems, multidimensional data models, multidimensional recommender systems, Recommender systems, personalization, collaborative filtering, rating estimation |
| 1 | Yuelong Jiang, Ke Wang, Alexander Tuzhilin, Ada Wai-Chee Fu |
Mining Patterns That Respond to Actions. |
ICDM |
2005 |
DBLP DOI BibTeX RDF |
|
| 1 | Tianyi Jiang, Alexander Tuzhilin |
Divide and Prosper: Comparing Models of Customer Behavior From Populations to Individuals. |
ICDM |
2004 |
DBLP DOI BibTeX RDF |
|
| 1 | Hong Zhang, Balaji Padmanabhan, Alexander Tuzhilin |
On the discovery of significant statistical quantitative rules. |
KDD |
2004 |
DBLP DOI BibTeX RDF |
market share rules, statistical quantitative rules, resampling, rule discovery, nonparametric methods |
| 1 | Balaji Padmanabhan, Alexander Tuzhilin |
On the Use of Optimization for Data Mining: Theoretical Interactions and eCRM Opportunities. |
Management Science |
2003 |
DBLP DOI BibTeX RDF |
|
| 1 | Alexander Tuzhilin, Louiqa Raschid |
From the Guest Co-Editors. |
INFORMS Journal on Computing |
2003 |
DBLP DOI BibTeX RDF |
|
| 1 | Balaji Padmanabhan, Alexander Tuzhilin |
Knowledge refinement based on the discovery of unexpected patterns in data mining. |
Decision Support Systems |
2002 |
DBLP DOI BibTeX RDF |
|
| 1 | Gediminas Adomavicius, Alexander Tuzhilin |
An Architecture of e-Butler: A Consumer-Centric Online Personalization System. |
International Journal of Computational Intelligence and Applications |
2002 |
DBLP DOI BibTeX RDF |
|
| 1 | Alexander Tuzhilin, Gediminas Adomavicius |
Handling very large numbers of association rules in the analysis of microarray data. |
KDD |
2002 |
DBLP DOI BibTeX RDF |
analysis of microarray data, expert-driven rule validation, post-processing of discovered rules, rule filtering, rule grouping, association rules, bioinformatics |
| 1 | Alexander Tuzhilin, Bing Liu 0001 |
Querying multiple sets of discovered rules. |
KDD |
2002 |
DBLP DOI BibTeX RDF |
data mining queries, rulebases, association rules, query languages, query evaluation |
| 1 | Gediminas Adomavicius, Alexander Tuzhilin |
Expert-Driven Validation of Rule-Based User Models in Personalization Applications. |
Data Min. Knowl. Discov. |
2001 |
DBLP DOI BibTeX RDF |
|
| 1 | Gediminas Adomavicius, Alexander Tuzhilin |
Using Data Mining Methods to Build Customer Profiles. |
IEEE Computer |
2001 |
DBLP DOI BibTeX RDF |
|
| 1 | Gediminas Adomavicius, Alexander Tuzhilin |
Multidimensional Recommender Systems: A Data Warehousing Approach. |
WELCOM |
2001 |
DBLP DOI BibTeX RDF |
|
| 1 | Alexander Tuzhilin |
Report on the KDD2000 Panel Personalization and Data Mining: Exploring the Synergies. |
SIGKDD Explorations |
2000 |
DBLP DOI BibTeX RDF |
|
| 1 | Balaji Padmanabhan, Alexander Tuzhilin |
Small is beautiful: discovering the minimal set of unexpected patterns. |
KDD |
2000 |
DBLP DOI BibTeX RDF |
|
| 1 | Gediminas Adomavicius, Alexander Tuzhilin |
User Profiling in Personalization Applications Through Rule Discovery and Validation. |
KDD |
1999 |
DBLP DOI BibTeX RDF |
|
| 1 | Balaji Padmanabhan, Alexander Tuzhilin |
A Belief-Driven Method for Discovering Unexpected Patterns. |
KDD |
1998 |
DBLP BibTeX RDF |
|
| 1 | Gideon Berger, Alexander Tuzhilin |
Discovering Unexpected Patterns in Temporal Data Using Temporal Logic. |
Temporal Databases, Dagstuhl |
1997 |
DBLP DOI BibTeX RDF |
|
| 1 | Alexander Tuzhilin |
A Pattern Discovery Algebra. |
DMKD |
1997 |
DBLP BibTeX RDF |
|
| 1 | Gediminas Adomavicius, Alexander Tuzhilin |
Discovery of Actionable Patterns in Databases: The Action Hierarchy Approach. |
KDD |
1997 |
DBLP BibTeX RDF |
|
| 1 | Abraham Silberschatz, Alexander Tuzhilin |
What Makes Patterns Interesting in Knowledge Discovery Systems. |
IEEE Trans. Knowl. Data Eng. |
1996 |
DBLP DOI BibTeX RDF |
|
| 1 | James Clifford, Albert Croker, Alexander Tuzhilin |
On Data Representation and Use in a Temporal Relational DBMS. |
Information Systems Research |
1996 |
DBLP DOI BibTeX RDF |
|
| 1 | Alexander Tuzhilin, Zvi M. Kedem |
Modeling Data-Intensive Reactive Systems with Relational Transition Systems. |
Acta Inf. |
1996 |
DBLP DOI BibTeX RDF |
|
| 1 | Balaji Padmanabhan, Alexander Tuzhilin |
Pattern Discovery in Temporal Databases: A Temporal Logic Approach. |
KDD |
1996 |
DBLP BibTeX RDF |
|
| 1 | Alexander Tuzhilin |
Extending Temporal Logic to Support High-Level Simulations. |
ACM Trans. Model. Comput. Simul. |
1995 |
DBLP DOI BibTeX RDF |
knowledge-based simulations, rule-processing, temporal logic, time, discrete event simulations |
| 1 | Alexander Tuzhilin, James Clifford |
On Periodicity in Temporal Databases. |
Inf. Syst. |
1995 |
DBLP DOI BibTeX RDF |
|
| 1 | Alexander Tuzhilin |
Templar: A Knowledge-Based Language for Software Specifications Using Temporal Logic. |
ACM Trans. Inf. Syst. |
1995 |
DBLP DOI BibTeX RDF |
temporal logic, time, specification languages, events, rule-based systems, activities |
| 1 | James Clifford, Alexander Tuzhilin (eds.) |
Recent Advances in Temporal Databases, Proceedings of the International Workshop on Temporal Databases, Zürich, Switzerland, 17-18 September 1995 |
|
1995 |
DBLP BibTeX RDF |
|
| 1 | James Clifford, Albert Croker, Fabio Grandi, Alexander Tuzhilin |
On Temporal Grouping |
Temporal Databases |
1995 |
DBLP BibTeX RDF |
|
| 1 | Abraham Silberschatz, Alexander Tuzhilin |
On Subjective Measures of Interestingness in Knowledge Discovery. |
KDD |
1995 |
DBLP BibTeX RDF |
|
| 1 | James Clifford, Albert Croker, Alexander Tuzhilin |
On Completeness of Historical Relational Query Languages. |
ACM Trans. Database Syst. |
1994 |
DBLP DOI BibTeX RDF |
temporal grouping, temporal logic, query languages, completeness, temporal databases, relational model, historical databases |
| 1 | Vasant Dhar, Alexander Tuzhilin |
Abstract-Driven Pattern Discovery in Databases. |
IEEE Trans. Knowl. Data Eng. |
1993 |
DBLP DOI BibTeX RDF |
|
| 1 | Alexander Tuzhilin |
Querying Datalog Programs with Temporal Logic. |
Acta Inf. |
1993 |
DBLP DOI BibTeX RDF |
|
| 1 | Alexander Tuzhilin |
Applications of temporal Databases to Knowledge-based Simulations. |
Temporal Databases |
1993 |
DBLP BibTeX RDF |
|
| 1 | James Clifford, Albert Croker, Alexander Tuzhilin |
On the Completeness of Query Languages for Grouped and Ungrouped Historical Data Models. |
Temporal Databases |
1993 |
DBLP BibTeX RDF |
|
| 1 | Alexander Tuzhilin, James Clifford |
A Temporal Relational Algebra as Basis for Temporal Relational Completeness. |
VLDB |
1990 |
DBLP BibTeX RDF |
|
| 1 | Alexander Tuzhilin, Zvi M. Kedem |
Querying and Controlling the Future Behaviour of Complex Objects. |
ICDE |
1989 |
DBLP DOI BibTeX RDF |
|
| 1 | Zvi M. Kedem, Alexander Tuzhilin |
Relational Database Behavior: Utilizing Relational Discrete Event Systems and Models. |
PODS |
1989 |
DBLP DOI BibTeX RDF |
|
| 1 | Alexander Tuzhilin, Paul G. Spirakis |
A Semantic Approach to Correctness of Concurrent Transaction Executions. |
PODS |
1985 |
DBLP DOI BibTeX RDF |
|
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