Recent Papers and Project Reports
See in Members link for additional publications of lab members.
2014
- Elio Masciari, Giuseppe Massimiliano Mazzeo, Carlo Zaniolo: Analysing microarray expression data through effective clustering. Inf. Sci. 262: 32-45 (2014)
- Pietro Hiram Guzzi, Elio Masciari, Giuseppe Massimiliano Mazzeo, Carlo Zaniolo: A Discussion on the Biological Relevance of Clustering Results. ITBAM 2014: 30-44
- Carlo Zaniolo: Greedy Algorithms as Locally Stratified Logic Programs. SEBD 2014: 236-247
- Andrea Dessi, Andrea Maxia, Maurizio Atzori, Carlo Zaniolo: Supporting Semantic Web Search and Structured Queries on Mobile Devices. SEBD 2014: 361-368
- Kai Zeng, Shi Gao, Barzan Mozafari, Carlo Zaniolo: The analytical bootstrap: a new method for fast error estimation in approximate query processing. SIGMOD Conference 2014: 277-288
- Kai Zeng, Shi Gao, Jiaqi Gu, Barzan Mozafari, Carlo Zaniolo: ABS: a system for scalable approximate queries with accuracy guarantees. SIGMOD Conference 2014: 1067-1070
2013
- Alexander Shkapsky, Kai Zeng, Carlo Zaniolo: Graph Queries in a Next-Generation Datalog System. PVLDB 6(12): 1258-1261 (2013)
- Hamid Mousavi, Shi Gao, Carlo Zaniolo: IBminer: A Text Mining Tool for Constructing and Populating InfoBox Databases and Knowledge Bases. PVLDB 6(12): 1330-1333 (2013)
- Barzan Mozafari, Kai Zeng, Loris D'Antoni, Carlo Zaniolo: High-performance complex event processing over hierarchical data. ACM Trans. Database Syst. 38(4): 21 (2013)
- Carlo Curino, Hyun Jin Moon, Alin Deutsch, Carlo Zaniolo: Automating the database schema evolution process. VLDB J. 22(1): 73-98 (2013)
- Mirjana Mazuran, Edoardo Serra, Carlo Zaniolo: A Monotonic Extension for Horn-Clauses and its Significance in Datalog's Renaissance. AMW 2013
- Nikolay Laptev, Kai Zeng, Carlo Zaniolo: Very fast estimation for result and accuracy of big data analytics: The EARL system. ICDE 2013: 1296-1299
- Kai Zeng, Mohan Yang, Barzan Mozafari, Carlo Zaniolo: Complex pattern matching in complex structures: The XSeq approach. ICDE 2013: 1328-1331
- Elio Masciari, Shi Gao, Carlo Zaniolo: Sequential pattern mining from trajectory data. IDEAS 2013: 162-167
- Elio Masciari, Giuseppe Massimiliano Mazzeo, Carlo Zaniolo: A New, Fast and Accurate Algorithm for Hierarchical Clustering on Euclidean Distances. PAKDD (2) 2013: 111-122
- Elio Masciari, Shi Gao, Carlo Zaniolo: Trajectory Data Pattern Mining. NFMCP 2013: 51-66
- Chongsheng Zhang, Yuan Hao, Mirjana Mazuran, Carlo Zaniolo, Hamid Mousavi, Florent Masseglia: Mining frequent itemsets over tuple-evolving data streams. SAC 2013: 267-274
- Hamid Mousavi, Carlo Zaniolo: Fast computation of approximate biased histograms on sliding windows over data streams. SSDBM 2013: 13
- Hamid Mousavi, Shi Gao, Carlo Zaniolo: Discovering attribute and entity synonyms for knowledge integration and semantic web search. SSW@VLDB 2013: 2
2011
- Yan-Nei Law, Haixun Wang, and Carlo Zaniolo. Relational Languages and Data Models for Continuous Querieson Sequences and Data Streams. ACM Trans. Datab. Syst. 36, 2, Article 8 (May 2011)
- Hamid Mousavi, Carlo Zaniolo. Fast and Accurate Computation of Equi-Depth Histograms over Data Streams. EDBT 2011
- Hetal Thakkar, Nikolay Laptev, Hamid Mousavi, Barzan Mozafari, Vincenzo Russo, Carlo Zaniolo. SMM: A data stream management system for Knowledge Discovery. ICDE 2011
2009
- Carlo Curino, Hyun J. Moon, Carlo Zaniolo. Automating Database Schema Evolution in Information System Upgrades. Second ACM Workshop on Hot Topics in Software Upgrades (HotSWUp'09)
- Carlo Zaniolo. Windows, Encyclopedia of Database Systems, Ozsu, M. Tamer and Liu, Ling (eds.), Springer, 2009.
- Barzan Mozafari, Carlo Zaniolo. Publishing Naive Bayesian Classifiers: Privacy without Accuracy Loss. VLDB 2009
- Carlo Zaniolo. Event-Oriented Data Models and Query Languages in Transaction-Time Databases. 16th International Symposium on Temporal Representation and Reasoning (TIME) 2009.
- Hetal Thakkar, Barzan Mozafari, Carlo Zaniolo. Continuous Post-Mining of Association Rules in a Data Stream Management System. Chapter VII in Post-Mining of Association Rules: Techniques for Effective Knowledge Extraction, Yanchang Zhao; Chengqi Zhang; and Longbing Cao (eds.), ISBN: 978-1-60566-404-0.
- Hyun J. Moon, Carlo Curino, MyungWon Ham, Carlo Zaniolo. PRIMA: archiving and querying historical data with evolving schemas. SIGMOD 2009
- Vladimir Braverman, Rafail Ostrovsky, Carlo Zaniolo. Optimal sampling from sliding windows. PODS 2009
- Carlo Curino, Hyun J. Moon, MyungWon Ham, Carlo Zaniolo. The PRISM Workwench: Database Schema Evolution without Tears. ICDE 2009
2008
- Carlo Curino, Hyun Moon, Carlo Zaniolo. Graceful Database Schema Evolution: the PRISM Workbench. VLDB 2008, Auckland, New Zealand.
- Hyun Moon, Carlo Curino, Alin Deutsch, Chien-Yi Hou, Carlo Zaniolo. Managing and Querying Transaction-time Databases under Schema Evolution. VLDB 2008, Auckland, New Zealand.
- Carlo A. Curino, Hyun J. Moon, Letizia Tanca and Carlo Zaniolo. Schema Evolution in Wikipedia---toward a Web Information System Benchmark. ICEIS 2008. the 10th International Conference on Enterprise Information Systems. June 12-16, 2008, Barcelona, Spain.
- Yijian Bai and Carlo Zaniolo. Minimizing Latency and Memory in DSMS. A Unified Approach to Quasi-Optimal Scheduling. The Second International Workshop on Scalable Stream Processing Systems, March 29, 2008, Nantes, France.
- Hetal Thakkar, Barzan Mozafari and Carlo Zaniolo. Designing an Inductive Data Stream Management System. the Stream Mill Experience. The Second International Workshop on Scalable Stream Processing Systems, March 29, 2008, Nantes, France.
- Barzan Mozafari, Hetal Thakkar and Carlo Zaniolo. Verifying and Mining Frequent Patterns from Large Windows over Data Streams. ICDE 2008 The 24th International Conference on Data Engineering, April 7-12, 2008, Canczn, Mixico.
- Yan-Nei Law and Carlo Zaniolo. Improving the Accuracy of Continuous Aggregates and Mining Queries on Data Streams under Load Shedding. International Journal of Business Intelligence and Data Mining, 3(1), pp. 99-117, 2008
- Fusheng Wang, Carlo Zaniolo, and Xin Zhou. ArchIS: An XML-Based Approach to Transaction-Time Temporal Database Systems. The VLDB Journal, 2008.
- Fusheng Wang and Carlo Zaniolo. Temporal queries and version management in XML-based document archives. Data & Knowledge Engineering, Volume 65, Issue 2, May 2008, Pages 304-324
2007
- Deise Saccol, Nina Edelweiss, Renata Galante, Carlo Zaniolo. XML Version Detection. Sixth ACM Symposium on Document Engineering (DocEng 2007). Winnipeg, Canada, August 28 - 31, 2007.
- Deise Saccol, Nina Edelweiss, Renata Galante, Carlo Zaniolo. Managing XML Versions and Replicas in a P2P Context. Nineteenth International Conference on Software Engineering and Knowledge Engineering (SEKE'07), Boston, July 9-11, 2007.
- Yan-Nei Law, Carlo Zaniolo. Load Shedding for Window Joins on Multiple Data Streams.The First International Workshop on Scalable Stream Processing Systems (SSPS'07), April 16-20, 2007, Istanbul, Turkey.
- Yijian Bai, Haixun Wang, Carlo Zaniolo. Load Shedding in Classifying Multi-Source Streaming Data: A Bayes Risk Approach. SIAM DM 2007.
- Yijian Bai, Hetal Thakkar, Haixun Wang, Carlo Zaniolo. Optimizing Timestamp Management in Data Stream Management Systems. ICDE 2007.
- Yijian Bai, Fusheng Wang, Peiya Liu, Carlo Zaniolo and Shaorong Liu. RFID Data Processing with a Data Stream Query Language. ICDE 2007.
- Yijian Bai, Hetal Thakkar, Haixun Wang, Carlo Zaniolo. A Flexible Query Graph Based Model for the Efficient Execution of Continuous Queries. 1st International Workshop on Scalable Stream Processing Systems (SSPS 2007, held with ICDE 2007).
2006
- Yijian Bai, Hetal Thakkar, Chang Luo, Haixun Wang, Carlo Zaniolo. A Data Stream Language and System Designed for Power and Extensibility. CIKM 2006.
- X. Zhou, F. Wang and C. Zaniolo: Efficient Temporal Coalescing Query Support in Relational Database Systems . 17th International Conference on Database and Expert Systems Applications (DEXA'06), Krakow, Poland, September, 2006.
- F. Wang, X. Zhou and C. Zaniolo: Bridging Relational Database History and the Web: the XML Approach. ACM International Workshop on Web Information and Data Management (WIDM'06), Arlington, Virginia, USA, November 10, 2006.
- Xin Zhou, Hetal Thakkar, Carlo Zaniolo. Unifying the Processing of XML Streams and Relational Data Streams. ICDE 2006.
- Fusheng Wang, Xin Zhou and Carlo Zaniolo. Using XML to Build Efficient Transaction-Time Database Systems on Relational Databases. Poster Paper. ICDE 2006.
- Chien, S.Y, Tsotras, V., Zaniolo, C. Zhang, D.: Supporting Complex Queries on Multiversion XML Documents, ACM TOIT, February 2006.
2005
- Yan-Nei Law, Carlo Zaniolo. An Adaptive Nearest Neighbor Classification Algorithm for Data Streams. PKDD 2005.
- Fang Chu, Yizhou Wang, Carlo Zaniolo and D.Stott Parker. Data Cleaning Using Belief Propagation. IQIS 2005.
- F. Wang, C. Zaniolo, X. Zhou and H. J. Moon. Managing Multi-Version Documents Historical Databases: a Unified Solution Based on XML. Demo paper, WebDB'05.
- C. Luo, H. Thakkar, H. Wang and C. Zaniolo. A Native Extension of SQL for Mining Data Streams. SIGMOD 2005 demo paper.
- F. Wang, C. Zaniolo, X. Zhou, H. J. Moon. Version Management and Historical Queries in Digital Libraries. Poster paper, 12th International Symposium on Temporal Representation and Reasoning (TIME'05), Vermont, USA, June, 2005.
- F. Chu, Y. Wang, C. Zaniolo and D. S. Parker: Improving Mining Quality by Exploiting Data Dependency. PAKDD 2005.
- F. Wang, C. Zaniolo, and X. Zhou: Temporal XML? SQL Is Fighting Back! To appear in 12th International Symposium on Temporal Representation and Reasoning (TIME'05), Vermont, USA, June, 2005.
- Fusheng Wang, Carlo Zaniolo: An XML-Based Approach to Publishing and Querying the History of Databases. To appear in World Wide Web: Internet and Web Information Systems, Special Issue on Web Information Systems, Kluwer, 2005.
2004
- Fang Chu, Yizhou Wang, Carlo Zaniolo: An Adaptive Learning Approach for Noisy Data Streams. ICDM 2004.
- Fang Chu, Yizhou Wang, Carlo Zaniolo: Mining noisy data streams via a discriminative model. 7th International Conference on Discovery Science(DS), 2004.
- Fang Chu , Carlo Zaniolo: Fast and Light Boosting for Adaptive Mining of Data Streams. PAKDD2004.
- Fusheng Wang, Carlo Zaniolo: XBiT: An XML-based Bitemporal Data Model. 23rd International Conference on Conceptual Modeling(ER2004) Shanghai, China, November 2004.
- Fusheng Wang, Xin Zhou, Carlo Zaniolo: Temporal Information Management using XML(demo). 23rd International Conference on Conceptual Modeling(ER2004) Shanghai, China, November 2004.
- Fusheng Wang, Carlo Zaniolo: Temporal Queries and Version Management for XML Document Archives. Submitted.
- Y.N.Law, H.Wang, C. Zaniolo: Query Languages and Data Models for Database Sequences and Data Streams. VLDB 2004.
- Cindy Chen, Haixun Wang, and Carlo Zaniolo: Toward Extensible Spatio-Temporal Databases: an approach based on User-Defined Aggregates, in "Flexible querying and reasoning in spatio-temporal databases: theory and applications", Springer Geosciences/Geoinformation series, 2004.
2003
- Fusheng Wang and Carlo Zaniolo: Publishing and Querying the Histories of Archived Relational Databases in XML. WISE 2003.
- Haixun Wang, Carlo Zaniolo and Chang R. Luo: ATLaS: a Small but Complete Extension of SQL for Data Mining Applications and Streams. Demonstration accepted for VLDB 2003.
- C.Zaniolo, C.R.Luo, Y.N.Law, and H.Wang:Incompleteness of Database Languages for Data Streams and Data Mining. Invited talk for 11th Italian Symposium on Advanced Database Systems Cetraro (CS), Italy, June 24-27, 2003
- Y.N.Law, C.R.Luo, H.Wang, C.Zaniolo: ATLaS: a Turing Complete Extension of SQL for Data Mining Applications and Streams. Poster at SIGMOD 2003.
- Fusheng Wang and Carlo Zaniolo: Publishing and Querying the Histories of Archived Relational Databases in XML. Poster at SIGMOD 2003.
- Fusheng Wang and Carlo Zaniolo: Representing and Querying the Evolution of Databases and their Schemas in XML. In Workshop on Web Engineering, SEKE 2003.
- Fusheng Wang and Carlo Zaniolo:Temporal Queries in XML Document Archives and Web Warehouses. TIME-ICTL 2003.
- Cindy X. Chen, Jiejun Kong and Carlo Zaniolo: Design and Implementation of a Temporal Extension of SQL. The19th International Conference on Data Engineering, March 5-8, 2003, Bangalore, India (ICDE 2003)
2002
- Yan-Nei Law, Haixun Wang and Carlo Zaniolo: Blocking, Monotonicity, and Turing Completeness in a Database Language for Sequences and Streams, UCLA CS Dept Report, November 2002.
- Fusheng Wang, Carlo Zaniolo:Preserving and Querying Histories of XML-Published Relational Databases. Procs. Second International Workshop on Evolution and Change in Data Management (ECDM 2002) , Tampere, Finland, October 123, 2002.
- Haixun Wang, Carlo Zaniolo: ATLaS: A Native Extension of SQL for Data Mining and Stream Computations, UCLA CS Dept., Technical Report, August 2002.
- Faiz Arni, Kayliang Ong, Shalom Tsur, Haixun Wang and Carlo Zaniolo:The Deductive Database System LDL++. (1): 61-94 (2003)
- Haixun Wang, Carlo Zaniolo: Extending SQL for Decision Support Applications. DMDW 2002: 1-2.
- Shu-Yao Chien, Zografoula Vagena, Donghui Zhang, Vassilis J. Tsotras, Carlo Zaniolo: Efficient Structural Joins on Indexed XML Documents. VLDB 2002.
- Shu-Yao Chien, Vassilis J. Tsotras, Carlo Zaniolo, Donghui Zhang: Efficient Complex Query Support for Multiversion XML Documents. The 8th Conference on Extending Database Technology (EDBT 2002), Prague, Czech Republic, 2002.
2001
- hu-Yao Chien, Vassilis J. Tsotras, Carlo Zaniolo, Donghui Zhang: Storing and Querying Multiversion XML Documents using Durable Node Numbers. Proc. of The 2nd International Conference on Web Information Systemss Engineering (WISE), Kyoto, Japan, Dec. 2001.
- Shu-Yao Chien, Vassilis J. Tsotras, Carlo Zaniolo: XML Document Versioning. SIGMOD Records, Volume 30 Number 3, September 2001.
- Shu-Yao Chien, Vassilis J. Tsotras, Carlo Zaniolo: Efficient Management of Multiversion Documents by Object Referencing. VLDB 2001
- Reza Sadri, Carlo Zaniolo, Amir M. Zarkesh, Jafar Adibi: A Sequential Pattern Query Language for Supporting Instant Data Minining for e-Services, VLDB 2001.
- Reza Sadri, Carlo Zaniolo, Amir M. Zarkesh, Jafar Adibi: Optimization of Sequence Queries in Database Systems. PODS 2001.
- Shu-Yao Chien, Vassilis J. Tsotras, Carlo Zaniolo: Version Management of XML Documents: Copy-Based versus Edit-Based Schemes. RIDE-DM 2001.
- Shu-Yao Chien, Vassilis J. Tsotras, Carlo Zaniolo: Version Management of XML Documents, In The World Wide Web and Databases: WebDB 2000, (Dan Suciu, Gottfried Vossen eds), LNCS Series Vol. 1997, Springer 2001.