Daniel Deutch

Research output

Research output per year 2006 2011 2012 2015 2017 2018 2019 2020 2022 2022

• 51 Conference contribution
• 24 Article
• 13 Conference article
• 5 Paper
• 2 More
  • 1 Book
  • 1 Chapter

Research output per year

Research output per year

Search results

• 2022

  CFDB: Machine Learning Model Analysis via Databases of CounterFactuals

  Meyuhas, I., Ben Arie, A., Horesh, Y. & Deutch, D., 10 Jun 2022, SIGMOD 2022 - Proceedings of the 2022 International Conference on Management of Data. Association for Computing Machinery, p. 2401-2404 4 p. (Proceedings of the ACM SIGMOD International Conference on Management of Data).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Machine learning 100%
  • Labels 46%
  • Flavors 35%
  • Classifiers 19%

• Computing the Shapley Value of Facts in Query Answering

  Deutch, D., Frost, N., Kimelfeld, B. & Monet, M., 10 Jun 2022, SIGMOD 2022 - Proceedings of the 2022 International Conference on Management of Data. Association for Computing Machinery, p. 1570-1583 14 p. (Proceedings of the ACM SIGMOD International Conference on Management of Data).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Electric network analysis 100%
  • Polynomials 76%
  • Machine learning 72%
  • Networks (circuits) 54%
  • Experiments 35%

• exML: An Explainable Maximum Likelihood Tool for Proportion Estimation in DNA Data

  Bergman, A., Slon, V. & Deutch, D., 17 Oct 2022, CIKM 2022 - Proceedings of the 31st ACM International Conference on Information and Knowledge Management. Association for Computing Machinery, p. 4818-4822 5 p. (International Conference on Information and Knowledge Management, Proceedings).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  Open Access

  • Maximum Likelihood 100%
  • Proportion 82%
  • Task Analysis 76%
  • Maximum Likelihood Estimator 59%
  • Scenarios 42%

• LearnShapley: Learning to Predict Rankings of Facts Contribution Based on Query Logs

  Arad, D., Deutch, D. & Frost, N., 17 Oct 2022, CIKM 2022 - Proceedings of the 31st ACM International Conference on Information and Knowledge Management. Association for Computing Machinery, p. 4788-4792 5 p. (International Conference on Information and Knowledge Management, Proceedings).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  Open Access

  • Query Logs 100%
  • Query 56%
  • Ranking 38%
  • Shapley Value 31%
  • Data Base 9%

• ShapGraph: An Holistic View of Explanations through Provenance Graphs and Shapley Values

  Davidson, S., Deutch, D., Frost, N., Kimelfeld, B., Koren, O. & Monet, M., 10 Jun 2022, SIGMOD 2022 - Proceedings of the 2022 International Conference on Management of Data. Association for Computing Machinery, p. 2373-2376 4 p. (Proceedings of the ACM SIGMOD International Conference on Management of Data).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Transparency 100%
  • Graphical user interfaces 96%
  • Switches 69%

• Theory and Practice of Provenance

  Deutch, D., Malik, T. & Chapman, A., 10 Jun 2022, SIGMOD 2022 - Proceedings of the 2022 International Conference on Management of Data. Association for Computing Machinery, p. 2544-2545 2 p. (Proceedings of the ACM SIGMOD International Conference on Management of Data).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Ethical aspects 100%
  • Transparency 79%
  • Computer science 76%
  • Metadata 75%
  • Artificial intelligence 67%

• Weakly Supervised Text-to-SQL Parsing through Question Decomposition

  Wolfson, T., Deutch, D. & Berant, J., 2022, Findings of the Association for Computational Linguistics: NAACL 2022 - Findings. Association for Computational Linguistics (ACL), p. 2528-2542 15 p. (Findings of the Association for Computational Linguistics: NAACL 2022 - Findings).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Parsing 100%
  • Natural Language 70%
  • Text 69%
  • Query 54%
  • Decomposition 53%
• 2021

  Explanations for Data Repair through Shapley Values

  Deutch, D., Frost, N., Gilad, A. & Sheffer, O., 26 Oct 2021, CIKM 2021 - Proceedings of the 30th ACM International Conference on Information and Knowledge Management. Association for Computing Machinery, p. 362-371 10 p. (International Conference on Information and Knowledge Management, Proceedings).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Shapley Value 100%
  • Repair 81%
  • Module 31%
  • Approximation Algorithms 20%
  • Classifier 19%

• PITA: Privacy through provenance abstraction

  Deutch, D., Frankenthal, A., Gilad, A. & Moskovitch, Y., Apr 2021, Proceedings - 2021 IEEE 37th International Conference on Data Engineering, ICDE 2021. IEEE Computer Society, p. 2713-2716 4 p. 9458839. (Proceedings - International Conference on Data Engineering; vol. 2021-April).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
• 2020

  Equivalence-Invariant Algebraic Provenance for Hyperplane Update Queries

  Bourhis, P., Deutch, D. & Moskovitch, Y., 14 Jun 2020, SIGMOD 2020 - Proceedings of the 2020 ACM SIGMOD International Conference on Management of Data. Association for Computing Machinery, p. 415-429 15 p. (Proceedings of the ACM SIGMOD International Conference on Management of Data).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Metadata 100%
  • Scalability 81%
  • Acoustic waves 79%
  • Semantics 69%
  • Concretes 68%

• Explaining missing query results in natural language

  Deutch, D., Frost, N., Gilad, A. & Haimovich, T., 2020, Advances in Database Technology - EDBT 2020: 23rd International Conference on Extending Database Technology, Proceedings. Bonifati, A., Zhou, Y., Vaz Salles, M. A., Bohm, A., Olteanu, D., Fletcher, G., Khan, A. & Yang, B. (eds.). OpenProceedings.org, p. 427-430 4 p. (Advances in Database Technology - EDBT; vol. 2020-March).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

• On Multiple Semantics for Declarative Database Repairs

  Gilad, A., Deutch, D. & Roy, S., 14 Jun 2020, SIGMOD 2020 - Proceedings of the 2020 ACM SIGMOD International Conference on Management of Data. Association for Computing Machinery, p. 817-831 15 p. (Proceedings of the ACM SIGMOD International Conference on Management of Data).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  Open Access

  • Repair 100%
  • Semantics 83%
  • Computational complexity 14%

• T-REx: Table Repair Explanations

  Deutch, D., Frost, N., Gilad, A. & Sheffer, O., 14 Jun 2020, SIGMOD 2020 - Proceedings of the 2020 ACM SIGMOD International Conference on Management of Data. Association for Computing Machinery, p. 2765-2768 4 p. (Proceedings of the ACM SIGMOD International Conference on Management of Data).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Repair 100%
• 2019

  COBRA: Compression via abstraction of provenance for hypothetical reasoning

  Deutch, D., Moskovitch, Y. & Rinetzky, N., Apr 2019, Proceedings - 2019 IEEE 35th International Conference on Data Engineering, ICDE 2019. IEEE Computer Society, p. 2016-2019 4 p. 8731529. (Proceedings - International Conference on Data Engineering; vol. 2019-April).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Data Analytics 100%
  • Demonstrations 74%
  • Industry 39%

• Constraints-based explanations of classifications

  Deutch, D. & Frost, N., Apr 2019, Proceedings - 2019 IEEE 35th International Conference on Data Engineering, ICDE 2019. IEEE Computer Society, p. 530-541 12 p. 8731490. (Proceedings - International Conference on Data Engineering; vol. 2019-April).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Machine learning 100%
  • Data Science 91%
  • Random forests 72%
  • Classifiers 48%
  • Neural networks 41%

• Explaining queries over web tables to non-experts

  Berant, J., Deutch, D., Globerson, A., Milo, T. & Wolfson, T., Apr 2019, Proceedings - 2019 IEEE 35th International Conference on Data Engineering, ICDE 2019. IEEE Computer Society, p. 1570-1573 4 p. 8731342. (Proceedings - International Conference on Data Engineering; vol. 2019-April).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Information management 100%
  • Experiments 38%

• Hypothetical reasoning via provenance abstraction

  Deutch, D., Moskovitch, Y. & Rinetzky, N., 25 Jun 2019, SIGMOD 2019 - Proceedings of the 2019 International Conference on Management of Data. Association for Computing Machinery, p. 537-554 18 p. (Proceedings of the ACM SIGMOD International Conference on Management of Data).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Data Analytics 100%

• Just in time: Personal temporal insights for altering model decisions

  Boer, N., Deutch, D., Frost, N. & Milo, T., Apr 2019, Proceedings - 2019 IEEE 35th International Conference on Data Engineering, ICDE 2019. IEEE Computer Society, p. 1988-1991 4 p. 8731476. (Proceedings - International Conference on Data Engineering; vol. 2019-April).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Machine learning 100%
  • Decision making 98%

• Reverse-engineering conjunctive queries from provenance examples

  Deutch, D. & Gilad, A., 2019, Advances in Database Technology - EDBT 2019: 22nd International Conference on Extending Database Technology, Proceedings. Kaoudi, Z., Herschel, M., Binnig, C., Reinwald, B., Galhardas, H. & Fundulaki, I. (eds.). OpenProceedings.org, p. 277-288 12 p. (Advances in Database Technology - EDBT; vol. 2019-March).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Reverse engineering 100%
  • Flavors 37%
• 2018

  CEC: Constraints based explanation for classifications

  Deutch, D. & Frost, N., 17 Oct 2018, CIKM 2018 - Proceedings of the 27th ACM International Conference on Information and Knowledge Management. Paton, N., Candan, S., Wang, H., Allan, J., Agrawal, R., Labrinidis, A., Cuzzocrea, A., Zaki, M., Srivastava, D., Broder, A. & Schuster, A. (eds.). Association for Computing Machinery, p. 1879-1882 4 p. (International Conference on Information and Knowledge Management, Proceedings).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Perturbation 100%
  • Neural Networks 53%
  • Classifier 52%
  • Machine Learning 46%
  • Prototype 43%

• Interactive inference of sparql queries using provenance

  Abramovitz, E., Deutch, D. & Gilad, A., 24 Oct 2018, Proceedings - IEEE 34th International Conference on Data Engineering, ICDE 2018. Institute of Electrical and Electronics Engineers Inc., p. 581-592 12 p. 8509280. (Proceedings - IEEE 34th International Conference on Data Engineering, ICDE 2018).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Query 100%
  • Ontology 76%
  • Inference 75%
  • Feedback 57%
  • Graph 31%

• Preserving privacy of fraud detection rule sharing using Intel's SGX

  Deutch, D., Ginzberg, Y. & Milo, T., 17 Oct 2018, CIKM 2018 - Proceedings of the 27th ACM International Conference on Information and Knowledge Management. Paton, N., Candan, S., Wang, H., Allan, J., Agrawal, R., Labrinidis, A., Cuzzocrea, A., Zaki, M., Srivastava, D., Broder, A. & Schuster, A. (eds.). Association for Computing Machinery, p. 1935-1938 4 p. (International Conference on Information and Knowledge Management, Proceedings).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Privacy Preserving 100%
  • Sharing Rule 95%
  • Fraud Detection 94%
  • Private Information 68%
  • Knowledge Sharing 37%

• Towards hypothetical reasoning using distributed provenance

  Deutch, D., Moskovitch, Y., Polack Gadassi, I. & Rinetzky, N., 2018, Advances in Database Technology - EDBT 2018: 21st International Conference on Extending Database Technology, Proceedings. Bohlen, M., Pichler, R., May, N., Rahm, E., Wu, S-H. & Hose, K. (eds.). OpenProceedings.org, p. 461-464 4 p. (Advances in Database Technology - EDBT; vol. 2018-March).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Electric sparks 100%
  • Specifications 64%
  • Data storage equipment 60%
• 2017

  Data citation: A computational challenge

  Davidson, S. B., Buneman, P., Deutch, D., Milo, T. & Silvello, G., 9 May 2017, PODS 2017 - Proceedings of the 36th ACM SIGMOD-SIGACT-SIGAI Symposium on Principles of Database Systems. Association for Computing Machinery, p. 1-4 4 p. (Proceedings of the ACM SIGACT-SIGMOD-SIGART Symposium on Principles of Database Systems; vol. Part F127745).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  Open Access

• POLYTICS: Provenance-based analytics of data-centric applications

  Bourhis, P., Deutch, D. & Moskovitch, Y., 16 May 2017, Proceedings - 2017 IEEE 33rd International Conference on Data Engineering, ICDE 2017. IEEE Computer Society, p. 1373-1374 2 p. 7930079. (Proceedings - International Conference on Data Engineering).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Bicycles 100%
  • Demonstrations 70%

• Possible and certain answers for queries over order-incomplete data

  Amarilli, A., Ba, M. L., Deutch, D. & Senellart, P., 1 Oct 2017, 24th International Symposium on Temporal Representation and Reasoning, TIME 2017. Schewe, S., Wijsen, J. & Schneider, T. (eds.). Schloss Dagstuhl- Leibniz-Zentrum fur Informatik GmbH, Dagstuhl Publishing, 4. (Leibniz International Proceedings in Informatics, LIPIcs; vol. 90).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Hotels 100%
  • Query languages 92%
  • Algebra 85%
  • Uncertainty 51%
• 2016

  Analyzing data-centric applications: Why, what-if, and how-to

  Bourhis, P., Deutch, D. & Moskovitch, Y., 22 Jun 2016, 2016 IEEE 32nd International Conference on Data Engineering, ICDE 2016. Institute of Electrical and Electronics Engineers Inc., p. 779-790 12 p. 7498289. (2016 IEEE 32nd International Conference on Data Engineering, ICDE 2016).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Provenance 100%
  • Data Base 81%
  • Query 65%
  • Update 58%
  • Work Flow 43%

• PROX: Approximated summarization of data provenance

  Ainy, E., Bourhis, P., Davidson, S. B., Deutch, D. & Milo, T., 2016, Advances in Database Technology - EDBT 2016: 19th International Conference on Extending Database Technology, Proceedings. Manolescu, I., Pitoura, E., Marian, A., Maabout, S., Tanca, L., Koutrika, G. & Stefanidis, K. (eds.). OpenProceedings.org, p. 620-623 4 p. (Advances in Database Technology - EDBT; vol. 2016-March).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Costs 100%

• QPlain: Query by explanation

  Deutch, D. & Gilad, A., 22 Jun 2016, 2016 IEEE 32nd International Conference on Data Engineering, ICDE 2016. Institute of Electrical and Electronics Engineers Inc., p. 1358-1361 4 p. 7498344. (2016 IEEE 32nd International Conference on Data Engineering, ICDE 2016).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Query 100%
  • Provenance 43%
  • Granularity 17%
  • Demonstrate 15%
  • Intuitive 12%
• 2015

  Approximated summarization of data provenance

  Ainy, E., Bourhis, P., Davidson, S. B., Deutch, D. & Milo, T., 17 Oct 2015, CIKM 2015 - Proceedings of the 24th ACM International Conference on Information and Knowledge Management. Association for Computing Machinery, p. 483-492 10 p. (International Conference on Information and Knowledge Management, Proceedings; vol. 19-23-Oct-2015).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Summarization 100%
  • Experiment 4%
  • Costs 2%

• SelP: Selective tracking and presentation of data provenance

  Deutch, D., Gilad, A. & Moskovitch, Y., 26 May 2015, 2015 IEEE 31st International Conference on Data Engineering, ICDE 2015. IEEE Computer Society, p. 1484-1487 4 p. 7113407. (Proceedings - International Conference on Data Engineering; vol. 2015-May).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Demonstrations 100%

• Towards web-scale how-provenance

  Deutch, D., Gilad, A. & Moskovitch, Y., 19 Jun 2015, ICDEW 2015 - 2015 IEEE 31st International Conference on Data Engineering Workshops. IEEE Computer Society, p. 68-70 3 p. 7129547. (Proceedings - International Conference on Data Engineering; vol. 2015-June).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Metadata 100%
  • Big data 45%
  • Scalability 40%
  • Communication 25%
• 2014

  Circuits for Datalog Provenance

  Deutch, D., Milo, T., Roy, S. & Tannen, V., 2014, Proc. 17th International Conference on Database Theory (ICDT), Athens, Greece, March 24-28, 2014. Schweikardt, N., Christophides, V. & Leroy, V. (eds.). OpenProceedings.org, p. 201-212 12 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
• 2012

  Declarative platform for data sourcing games

  Deutch, D., Greenshpan, O., Kostenko, B. & Milo, T., 2012, WWW'12 - Proceedings of the 21st Annual Conference on World Wide Web. p. 779-788 10 p. (WWW'12 - Proceedings of the 21st Annual Conference on World Wide Web).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Information management 100%
  • Scalability 21%
  • Systems analysis 20%

• Finding optimal probabilistic generators for XML collections

  Abiteboul, S., Amsterdamer, Y., Deutch, D., Milo, T. & Senellart, P., 2012, Database Theory - ICDT 2012: 15th International Conference on Database Technology, Proceedings. p. 127-139 13 p. (ACM International Conference Proceeding Series).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • XML 100%
  • Statistical Models 93%

• Mob data sourcing

  Deutch, D. & Milo, T., 2012, SIGMOD '12 - Proceedings of the International Conference on Management of Data. p. 581-583 3 p. (Proceedings of the ACM SIGMOD International Conference on Management of Data).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Crowdsourcing 100%

• Provenance for web 2.0 data

  Bienvenu, M., Deutch, D. & Suchanek, F. M., 2012, Secure Data Management - 9th VLDB Workshop, SDM 2012, Proceedings. p. 148-155 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 7482 LNCS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Web 2.0 100%
  • Provenance 82%
  • Data Transformation 14%
  • Tracing 12%
  • Facet 10%
• 2011

  A quest for beauty and wealth (or, Business Processes for Database Researchers)

  Deutch, D. & Milo, T., 2011, PODS'11 - Proceedings of the 30th Symposium on Principles of Database Systems. p. 1-12 12 p. (Proceedings of the ACM SIGACT-SIGMOD-SIGART Symposium on Principles of Database Systems).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Industry 100%
  • Economics 58%
  • Query languages 51%
  • Information management 42%

• On provenance minimization

  Amsterdamer, Y., Deutch, D., Milo, T. & Tannen, V., 2011, PODS'11 - Proceedings of the 30th Symposium on Principles of Database Systems. p. 141-152 12 p. (Proceedings of the ACM SIGACT-SIGMOD-SIGART Symposium on Principles of Database Systems).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Information management 100%

• On the optimality of top-k algorithms for Interactive Web Applications

  Amsterdamer, Y., Deutch, D. & Milo, T., 2011, Proceedings of the 14th International Workshop on the Web and Databases 2011, WebDB 2011, Athens, Greece, June 12, 2011. Marian, A. & Vassalos, V. (eds.).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

• Process Oriented Development for effective data analysis of military distributed simulation

  Minkov, Y., Deutch, D., Novoselski, M., Dor, D., Peleg, A. & Kiperman, E., 2011, Spring Simulation Interoperability Workshop 2011, 2011 Spring SIW. p. 48-56 9 p. (Spring Simulation Interoperability Workshop 2011, 2011 Spring SIW).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Distributed Simulation 100%
  • Military 73%
  • Data analysis 49%
  • Quantitative Analysis 44%
  • Chemical analysis 35%

• Provenance for aggregate queries

  Amsterdamer, Y., Deutch, D. & Tannen, V., 2011, PODS'11 - Proceedings of the 30th Symposium on Principles of Database Systems. p. 153-164 12 p. (Proceedings of the ACM SIGACT-SIGMOD-SIGART Symposium on Principles of Database Systems).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Agglomeration 100%
  • Query languages 25%
  • Algebra 23%
  • Concrete construction 21%
  • Semantics 15%

• Querying probabilistic business processes for sub-flows

  Deutch, D., 2011, Database Theory - ICDT 2011: 14th International Conference on Database Theory, Proceedings. p. 54-65 12 p. (ACM International Conference Proceeding Series).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Semantics 100%
  • Industry 63%

• Using Markov Chain Monte Carlo to play Trivia

  Deutch, D., Greenshpan, O., Kostenko, B. & Milo, T., 2011, 2011 IEEE 27th International Conference on Data Engineering, ICDE 2011. p. 1308-1311 4 p. 5767941. (Proceedings - International Conference on Data Engineering).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Markov chains 100%
  • Cleaning 95%
  • Demonstrations 27%
• 2010

  Navigating through mashed-up applications with COMPASS

  Deutch, D., Greenshpan, O. & Milo, T., 2010, 26th IEEE International Conference on Data Engineering, ICDE 2010 - Conference Proceedings. p. 1117-1120 4 p. 5447771. (Proceedings - International Conference on Data Engineering).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Navigation 100%
  • Web services 39%
  • Set theory 27%

• On probabilistic fixpoint and Markov chain query languages

  Deutch, D., Koch, C. & Milo, T., 2010, PODS'10 - Proceedings of the 29th ACM SIGMOD-SIGACT-SIGART Symposium on Principles of Database Systems. p. 215-225 11 p. (Proceedings of the ACM SIGACT-SIGMOD-SIGART Symposium on Principles of Database Systems).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Query languages 100%
  • Markov chains 86%
  • Semantics 60%
  • Fires 24%
• 2009

  Evaluating TOP-K queries over business processes

  Deutch, D. & Milo, T., 2009, Proceedings - 25th IEEE International Conference on Data Engineering, ICDE 2009. p. 1195-1198 4 p. 4812499. (Proceedings - International Conference on Data Engineering).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Industry 100%
  • Specifications 59%
  • Costs 8%

• Top-k projection queries for probabilistic business processes

  Deutcn, D. & Milo, T., 2009, Proceedings of the 12th International Conference on Database Theory, ICDT'09. p. 239-251 13 p. (ACM International Conference Proceeding Series; vol. 361).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  Open Access

  • Industry 100%
  • Specifications 37%
  • Distribution functions 29%
  • Websites 24%
• 2007

  Querying structural and behavioral properties of business processes

  Deutch, D. & Milo, T., 2007, Database Programming Languages - 11th International Symposium, DBPL 2007, Revised Selected Papers. Springer Verlag, p. 169-185 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 4797 LNCS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Business Process 100%
  • Structural properties 66%
  • Structural Properties 62%
  • Query Evaluation 51%
  • Query 30%
• 2006

  An approach to intelligent decision making in computer generated forces

  Deutch, D., Gdaliahu, L. & Sirkis, A., 2006, European Simulation Interoperability Workshop 2006. p. 32-37 6 p. (European Simulation Interoperability Workshop 2006).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Decision Making 100%
  • Decision making 71%
  • Artificial Intelligence 39%
  • Model 32%
  • Artificial intelligence 29%