Interactive Data Analysis and Exploration

• Rudolf: Interactive Rule Refinement System for Fraud Detection (demo), T. Milo, S. Novgorodov, W. Tan. To appear in VLDB'16
• An Efficient MapReduce Cube Algorithm for Varied Data Distributions, E. Altshuler, T. Milo. To appear in SIGMOD'16
• REACT: Context-Sensitive Recommendations for Data Analysis (demo), T. Milo, A. Somech. To appear in SIGMOD'16

Crowd

• December: A Declarative Tool for Crowd Member Selection (demo), Y. Amsterdamer, T. Milo, A. Somech, B. Youngman. To appear in VLDB'16
• Filtering With the Crowd: CrowdScreen Revisited., B. Groz, E. Levin, I. Meilijson, T. Milo. ICDT'16
• PROX: Approximated Summarization of Data Provenance (demo), E. Ainy, P. Bourhis, S. B. Davidson, D. Deutch, T. Milo. EDBT'16
• Approximated Summarization of Data Provenance, E. Ainy, P. Bourhis, S. B. Davidson, D. Deutch, T. Milo. CIKM'15
• Query-Oriented Data Cleaning with Oracles, M. Bergman, T. Milo, S. Novgorodov, W. Tan. SIGMOD'15, June 2015
• QOCO: A Query-Oriented Data Cleaning System with Oracles (demo), M. Bergman, T. Milo, S. Novgorodov, W. Tan. VLDB'15, September 2015
• A Natural Language Interface for Querying General and Individual Knowledge, Y. Amsterdamer, A. Kukliansky, T. Milo. VLDB'15, September 2015
• NL2CM: A Natural Language Interface to Crowd Mining (demo), Y. Amsterdamer, A. Kukliansky, T. Milo. SIGMOD'15, June 2015
• Skyline Queries with Noisy Comparisons, B. Groz, T. Milo. PODS'15, June 2015
• Data-driven Crowdsourcing: Management, Mining, and Applications (Tutorial), L. Chen, D. Lee, T. Milo. ICDE'15, April 2015
• Managing General and Individual Knowledge in Crowd Mining Applications, Y. Amsterdamer, S. Davidson, T. Milo, A. Kukliansky, S. Novgorodov, and A. Somech. CIDR'15, January 2015
• Dismantling Complicated Query Attributes with Crowd, M. Laadan, T. Milo. To appear in EDBT'15, March 2015
• Ontology Assisted Crowd Mining (demo), Y. Amsterdamer, S. Davidson, T. Milo, S. Novgorodov, and A. Somech. VLDB'14, Sept. 2014
• OASSIS: Query Driven Crowd Mining, Y. Amsterdamer, S. Davidson, T. Milo, S. Novgorodov, and A. Somech. SIGMOD'14, June 2014
• A Sample-and-Clean Framework for Fast and Accurate Query Processing on Dirty Data, J. Wang, S. Krishnan, M. J. Franklin, K. Goldberg, T. Milo and T. Kraska. SIGMOD'14, June 2014
• Uncertainty in Crowd Data Sourcing under Structural Constraints, A. Amarilli, Y. Amsterdamer and T. Milo. UnCrowd 2014, April 2014
• On the Complexity of Mining Itemsets from the Crowd Using Taxonomies, A. Amarilli, Y. Amsterdamer and T. Milo. ICDT'14, March 2014
• Answering Planning Queries with the Crowd, H. Kaplan, I. Lotosh, T. Milo, S. Novgorodov. VLDB'13, August 2013
• CrowdMiner: Mining association rules from the crowd (demo), Y. Amsterdamer, Y. Grossman, T. Milo, P.Senellart. VLDB'13, August 2013
• Crowd Mining, Y. Amsterdamer, Y. Grossman, T. Milo, P.Senellart. SIGMOD'13, June 2013
• CrowdPlanr: Planning Made Easy with Crowd (demo), I. Lotosh, T. Milo, S. Novgorodov. ICDE'13, April 2013
• Using the crowd for top-k and group-by queries, S. Davidson, S. Khanna, T. Milo, S. Roy. ICDT'13, March 2013
• Mob Data Sourcing (tutorial), D. Deutch, T. Milo. SIGMOD'12, May 2012
• Asking the Right Questions in Crowd Data Sourcing (demo), R. Boim, O. Greenshpan, T. Milo, S. Novgorodov, N. Polyzotis, W.-C. Tan. ICDE'12, April 2012
• Declarative Platform for Data Sourcing Games, D. Deutch, O. Greenshpan, B. Kostenko, T. Milo. WWW'12, April 2012
• Auto-completion learning for XML(demo), S. Abiteboul, Y. Amsterdamer, T. Milo, P. Senellart. SIGMOD'12, May 2012
• Finding Optimal Probabilistic Generators for XML Collections, S. Abiteboul, Y. Amsterdamer, D. Deutch, T. Milo, P. Senellart. ICDT'12, March 2012
• Using Markov Chain Monte Carlo to Play Trivia (demo), D. Deutch, O. Greenshpan, B. Kostenko, T. Milo. ICDE'11, April 2011
• On probabilistic fixpoint and Markov chain query languages, D. Deutch, Christoph Koch, T. Milo. PODS'10, June 2010

 

Recommendations

• In the Mood4: recommendation by examples (demo), R. Boim, T. Milo. EDBT'13, March 2013
• Understanding Local Structure in Ranked Datasets, J. Stoyanovich, S. Amer-Yahia, S. Davidson, M. Jacob, T. Milo. CIDR'13, January 2013
• Diversification and Refinement in Collaborative Filtering Recommender, R. Boim, T. Milo, S. Novgorodov. CIKM'11, October 2011
• DiRec: Diversified Recommendations for Semantic-less Collaborative Filtering (demo), R. Boim, T. Milo, S. Novgorodov. ICDE'11, April 2011
• Methods for Boosting Recommender Systems, R. Boim, T. Milo. ICDEW'11, April 2011
• Making Interval-Based Clustering Rank-Aware, J. Stoyanovich, S. Amer-Yahia and T. Milo. EDBT'11, March 2011
• Improved Recommendations via (More) Collaboration, R. Boim, H. Kaplan, T. Milo, R. Rubinfeld:. WebDB'10, June 2010

 

Business Processes and Workflows

• Book

  • Business Processes: A Database Perspective, D. Deutch, T. Milo. Morgan & Claypool Publishers, July 2012

• Provenance and Labeling

  • Answering Regular Path Queries on Workflow Provenance, X. Huang, Z. Bao, S. Davidson, T. Milo, X. Yuan. ICDE'15, April 2015
  • Approximated Provenance for Complex Applications, E. Ainy, S. Davidson, D. Deutch and T. Milo. TaPP'14, June 2014
  • Circuits for Datalog Provenance, D. Deutch, T. Milo, S. Roy and V. Tannen. ICDT'14, March 2014
  • A propagation model for provenance views of public/private workflows, S. Davidson, T. Milo, S. Roy. ICDT'13, March 2013
  • Caravan: Provisioning for What-If Analysis, D. Deutch, Z. Ives, T. Milo, V. Tannen. CIDR'13, January 2013
  • Labeling Workflow Views with Fine-Grained Dependencies, Z. Bao, S. Davidson, T. Milo. PVLDB'12, Aug. 2012
  • Putting Lipstick on a Pig: Enabling Database-Style Worflow provenance, Y. Amsterdamer, S. Davidson, D. Deutch, T. Milo, J. Stoyanovitch, V. Tannen. PVLDB'11, Dec. 2011
  • On Provenance Minimization, Y. Amsterdamer, D. Deutch, T. Milo, V. Tannen. PODS'11, June 2011
  • Provenance Views for Module Privacy, S. Davidson, S. Khanna, T. Milo, D. Panigrahi, S. Roy , PODS'11, June 2011
  • Enabling Privacy in Provenance-Aware Workflow Systems, S. Davidson, S. Khanna, V. Tannen, S. Roy, Y. Chen, T. Milo, J. Stoyanovich, CIDR'11, Jan. 2011
  • Labeling Recursive Workflow Executions On-the-Fly, Z. Bao, S. Davidson, T. Milo. SIGMOD'11. June 2011

• Uncertainty

  • Type Inference and Type Checking for Queries over Execution Traces, D. Deutch and T. Milo. VLDBJ'12, February 2012
  • Deriving Probabilistic Databases with Inference Ensembles, J. Stoyanovich, S. Davidson, T. Milo, and V. Tannen. ICDE'11, April 2011
  • Optimal Top-K Query Evaluation for Weighted Business Processes, D. Deutch, T. Milo, N. Polyzotis, T. Yam. VLDB'10, Sept. 2010
  • Goal-Oriented Web-Site navigation for On-Line Shoppers, D. Deutch, T. Milo, T. Yam, VLDB'09, Sept. 2009
  • TOP-K Projection Queries for Probabilistic Business Processes, D. Deutch, T. Milo, ICDT'09, March 2009
  • Evaluating TOP-K Queries Over Business Processes, D. Deutch, T. Milo, ICDE'09, March 2009
  • Type Inference and Type Checking for Queries on Execution Traces, D. Deutch, T. Milo, VLDB'08. August 2008
  • Querying and Monitorying Distributed Business Processes (tutorial), D. Deutch, T. Milo, VLDB'08. August 2008

• Query processing

  • A Structural/Temporal Query Language for Business Processes, D. Deutch, T. Milo. J. Comput. Syst. Sci.'12. March 2012
  • A Quest for Beauty and Wealth (or, Business Processes for Database Researchers), D. Deutch, T. Milo. PODS'11. June 2011
  • On the Optimality of Top-k Algorithms for Interactive Web Applications, Y. Amsterdamer, D. Deutch, T. Milo. WebDB'11. June 2011
  • BP-Ex: a uniform query engine for business process execution traces (demo), E. Balan, T. Milo, T. Sterenzy. EDBT'10. March 2010
  • Querying DAG-shaped Execution Traces Through Views, M. Ben-Ari, T. Milo, E. Verbin. WebDB'09. June 2009
  • Querying Structural and Behavioral Properties of Business Processes, D. Deutch, T. Milo. DBPL'07. September 2007
  • Querying Business Processes, C. Beeri, A. Eyal, S. Kamenkovich, T. Milo VLDB'06. September 2006
  • Querying Business Processes with BP-QL (demo), C. Beeri, A. Eyal, S. Kamenkovich, T. Milo VLDB'05. September 2005
  • Diagnosis of Asynchronous Discrete Event Systems - Datalog to the Rescue!, S. Abiteboul, Z. Abrams, S. Haar, T. Milo, PODS'05. June 2005

• Monitoring

  • Monitoring Business Processes with Queries, C. Beeri, A. Eyal, T. Milo, A. Pilberg, VLDB'07. September 2007
  • Query-based Monitoring of BPEL Business Processes (demo) C. Beeri, A. Eyal, T. Milo, A. Pilberg, SIGMOD'07. June 2007

Mashups

• Navigating in Complex Mashed-Up Applications, D. Deutch, O. Greenshpan, T. Milo, VLDB'10. June 2010
• Navigating through Mashed-up Applications with COMPASS (demo), D. Deutch, O. Greenshpan, T. Milo, ICDE'10. March 2010
• Autocompletion for Mashups, O. Greenshpan, T. Milo, N. Polyzotis, VLDB'09. Sept 2009
• MatchUp: Autocompletion for Mashups (demo), S. Abiteboul, O. Greenshpan, T. Milo, N. Polyzotis, ICDE'09. March 2009
• Modeling the Mashup Space, S. Abiteboul, O. Greenshpan, T. Milo, WIDM'08. October 2008

 

Self-Adaptive Data Dissemination and Data Management

• Mancoosi

  • Optimized Union of Non-disjoint Distributed Data Sets, I. Dar, T. Milo, E. Verbin. EDBT'09. March 2009
  • Enriching Topic-Based Publish-Subscribe Systems with Related Content (demo), R. Boim, T. Milo. SIGMOD'08. June 2008

• EDOS

  • Boosting Topic-Based Publish-Subscribe Systems with Dynamic Clustering, T. Milo, T. Zur. SIGMOD'07. June 2007
  • Compact Samples for Data Dissemination, T. Milo, A. Sagi, E. Verbin. ICDT'07. January 2007

• COLT

  • On-Line Index Selection for Shifting Workloads, K. Schnaitter, S. Abiteboul, T. Milo, N. Polyzotis. SMDB'07. April 2007
  • COLT ? Continuous Online Database Tuning, K. Schnaitter, S. Abiteboul, T. Milo, N. Polyzotis, SIGMOD'06. June 2006

 

Active XML

• Regular and Unambiguous Rewritings for Active XML, S. Abiteboul, T. Milo, O. Benjelloun, PODS'05. June 2005
• Lazy Query Evaluation for Active XML, S. Abiteboul, O. Benjelloun, B. Cautis, I. Manolescu, T. Milo, N. Preda, SIGMOD 04, June 2004
• Positive Active XML, S. Abiteboul, O. Benjelloun, T. Milo, PODS 04, June 2004
• An Electronic Patient Record "on Steroids": Distributed, Peer-to-Peer, Secure and Privacy-conscious, S. Abiteboul, B. Alexe, O. Benjelloun, B. Cautis, I. Fundulaki, T. Milo, A. Sahuguet, VLDB 04, September 2004
• Exchanging intensional XML data, T. Milo, S. Abiteboul, B. Amann, O. Benjelloun, F. Dang Ngoc, SIGMOD 03, June 2003
• Dynamic XML documents with Distribution and replication, S. Abiteboul, A. Bonifati, G. Cobena, I. Manolescu, T. Milo, SIGMOD 03, June 2003
• Managing Distributed Workspaces with Active XML (Demo), S. Abiteboul, A. Bonifati, G. Cobena, C. Cremarnesco, F. Dragan, I. Manolescu, T. Milo, N. Preda, VLDB 03, Sept 2003
• Schema-Driven customization of Web Services (Demo), S. Abiteboul, B. Amann, O. Benjelloun, J. Baumgarten, F. Dang Ngoc, T. Milo, VLDB 03, Sept 2003
• Active XML: Peer-to-Peer Data and Web Services Integration (Demo.), S. Abiteboul, O. Benjelloun, I. Manolescu, T. Milo, R. Weber, VLDB 02, August 2002

 

Data Integration, XML, and Semi-Structured Data

• Reasoning about XML Update Constraints, B. Cautis, S. Abiteboul, T. Milo, PODS 07, June 2007
• Labeling Dymanic XML Trees, E. Cohen, H. Kaplan, T. Milo, PODS 02, June 2002
• A comparison of Labeling Schemes for Ancestor Queries, H. Kaplan, T. Milo, R. Shabo, SODA 02, Jan 2002
• XML with Data Values: Typechecking Revisited, N. Alon, T. Milo, F. Neven, D. Suciu, V. Vianu, PODS 01, May 2001
• Typechecking XML Views on Relational Databases, N. Alon, T. Milo, F. Neven, D. Suciu, V. Vianu, LICS 01, June 2001
• Short and simple labels for small distances and other functions, H. Kaplan and T. Milo. WADS 01, August 2001
• Compact Labeling Schemes for Ancestor Queries, S. Abiteboul, H. Kaplan, T. Milo, SODA 01, Jan 2001
• Typechecking for XML Transformers, T. Milo, D. Suciu, V. Vianu, PODS 00, May 2000
• Type Inference for Queries on Semistructured Data, T. Milo, D. Suciu, PODS 99, June 1999
• Querying Network Directories, H. V. Jagadish, L. V. S. Lakshmanan, T. Milo, D. Srivastava, D. Vista, SIGMOD 99, June 1999
• Index Structures for Path Expressions, T. Milo, D. Suciu, ICDT 99, Jan 1999
• Schemas for Integration and Translation of Structured and Semi-Structured Data, C. Beeri, T. Milo, ICDT 99, Jan 1999
• Using Schema Matching to Simplify Heterogeneous Data Translation, T. Milo, S. Zohar, VLDB 98, August 1998
  Short version: Schema-Based Data Translation, T. Milo, S. Zohar, WebDB 98, March 1998
• Correspondence and Translation for Heterogeneous Data, S. Abiteboul, S. Cluet, T. Milo, ICDT 97, Jan 1997

 

Electronic Commerce

• Integrating and customizing heterogeneous e-commerce applications, A. Eyal, T. Milo, VLDB Workshop on Technologies for E-Services, Sept. 2000
• Active Views for Electronic Commerce, S. Abiteboul, B. Amann, S. Cluet, A. Eyal, T. Milo, and L. Mignet, VLDB 99, Sept 1999
• XML repository and Active Views Demonstration, S. Abiteboul, V. Aguilera, S. Ailleret, B. Amann, S. Cluet, B. Hills, F. Hubert, J.C. Mamou, A. Marian, L. Mignet, T. Milo, C. Santos, B. Tessier, A. Vercoustre, VLDB 99, September 1999

 

Querying the Web

• WebSuit - A Tool for Harnessing Web Data, G. Alber, C. Beeri, T.Milo, Y.Sagiv, O.Shmuei, T. Tishbi, D. Konopniki, P. Mogilevski, WebDB 98, March 1998
• Formal Models of Web Queries, A. Mendelzon, T. Milo, PODS 97, May 1997
• Displaying Web Data in Multidimensional Relevance Space with 2D Visualization Maps, J. Assa, D. Cohen-Or, T. Milo, Vizualization 97, Oct. 1997
• Querying the World Wide Web, Proc. IEEE Conference on Parallel and Distributed Information Systems -- PDIS 1996, Dec 1996
  Full version, Int. Journal of Digital Libraries (JODL) 1:1 (1997), 54-67

 

Structured Documents

• Querying Documents in Object Databases, S. Abiteboul, S. Cluet, V. Christophides, T. Milo, G. Moerkotte, J. Sim?eon, Journal on Digital Libraries. 1(1), 1997
• A logical view of structured files, S. Abiteboul, S. Cluet, T. Milo, VLDB Journal 7:2. 1998
• A Database Interface for Files Update S. Abiteboul, S. Cluet, T. Milo, SIGMOD 95, May 1995
• Algebras for Querying Text Regions, M. Consens, T. Milo, PODS 95, May 1995
  Full version, Journal of Computer and System Science, JCSS

 

Query Languages

• Towards a Language for the Fully Generic Queries, C. Beeri, T. Milo, P. Ta-Shma, DBPL 97, August 1997
• On Genericity and Parametricity, C. Beeri, T. Milo, P. Ta-Shma, PODS 96, June 1996
• A Signature Technique for Similarity-Based Queries, C. Faloutsos, H. V. Jagadish, A. O. Mendelzon, T. Milo, Sequences 97, Salerno, Italy, June 1997
• Similarity-Based Queries, H.V. Jagadish, A. Mendelzon, T. Milo, PODS 95, May 1995
• An Algebra for Pomsets, S. Grumbach, T. Milo ICDT 95, January 1995
  Full version, Journal on Information and Computation