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Avigdor Gal

Prof.

Former affiliation
 https://orcid.org/0000-0002-7028-661X
    1993 …2024

    Research activity per year

    Search results

    • 2024

      An unsupervised machine learning approach to the spatial analysis of urban systems through neighbourhoods’ dynamics

      Sagi, A., Gal, A., Broitman, D. & Czamanski, D., Sep 2024, In: Land Use Policy. 144, 107235.

      Research output: Contribution to journal › Article › peer-review

    • CopycHats: Question Sequencing with Artificial Agents

      Solomon, M., Genossar, B. & Gal, A., 14 Jun 2024, HILDA 2024 - Workshop on Human-In-the-Loop Data Analytics Co-located with SIGMOD 2024. (HILDA 2024 - Workshop on Human-In-the-Loop Data Analytics Co-located with SIGMOD 2024).

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

      Open Access

    • Discovering Process Framing for AI-Augmented BPM Systems in a Multi-Process Setting

      Alman, A., Cohen, I., Gal, A., Maggi, F. M. & Montali, M., 2024, In: CEUR Workshop Proceedings. 3779, p. 47-58 12 p.

      Research output: Contribution to journal › Conference article › peer-review

    • 2023

      AI-augmented Business Process Management Systems: A Research Manifesto

      Dumas, M., Fournier, F., Limonad, L., Marrella, A., Montali, M., Rehse, J. R., Accorsi, R., Calvanese, D., De Giacomo, G., Fahland, D., Gal, A., La Rosa, M., Völzer, H. & Weber, I., 31 Jan 2023, In: ACM Transactions on Management Information Systems. 14, 1, 11.

      Research output: Contribution to journal › Article › peer-review

      Open Access

    • Data Makes Better Data Scientists

      Zhao, J., Gal, A. & Krishnan, S., 18 Jun 2023, HILDA 2023 - Workshop on Human-In-the-Loop Data Analytics - Co-located with SIGMOD 2023. 3605228. (HILDA 2023 - Workshop on Human-In-the-Loop Data Analytics - Co-located with SIGMOD 2023).

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

      Open Access

    • Everything there is to Know about Stochastically Known Logs

      Gal, A., 2023, Proceedings - 2023 5th International Conference on Process Mining, ICPM 2023. Munoz-Gama, J., Rinderle-Ma, S. & Senderovich, A. (eds.). p. XVII-XVIII (Proceedings - 2023 5th International Conference on Process Mining, ICPM 2023).

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

      Open Access

    • One Algorithm to Rule Them All: On the Changing Roles of Humans in Data Integration

      Shraga, R. & Gal, A., 1 Apr 2023, Computer, 56, 4, p. 102-109 8 p.

      Research output: Contribution to specialist publication › Article

    • SKTR: Trace Recovery from Stochastically Known Logs

      Bogdanov, E., Cohen, I. & Gal, A., 2023, Proceedings - 2023 5th International Conference on Process Mining, ICPM 2023. Munoz-Gama, J., Rinderle-Ma, S. & Senderovich, A. (eds.). p. 49-56 8 p. (Proceedings - 2023 5th International Conference on Process Mining, ICPM 2023).

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

      Open Access

    • Spatiotemporal analysis in high resolution of tweets associated with the November 2016 wildfire in Haifa (Israel)

      Zohar, M., Genossar, B., Avny, R., Tessler, N. & Gal, A., 15 Jun 2023, In: International Journal of Disaster Risk Reduction. 92, 103720.

      Research output: Contribution to journal › Article › peer-review

    • 2022

      Augmented Business Process Management Systems: A Research Manifesto

      Dumas, M., Fournier, F., Limonad, L., Marrella, A., Montali, M., Rehse, J.-R., Accorsi, R., Calvanese, D., Giacomo, G. D., Fahland, D., Gal, A., Rosa, M. L., Völzer, H. & Weber, I., 2022, In: CoRR. abs/2201.12855

      Research output: Contribution to journal › Article › peer-review

    • Conceptually-grounded Mapping Patterns for Virtual Knowledge Graphs

      Calvanese, D., Gal, A., Lanti, D., Montali, M., Mosca, A. & Shraga, R., 2022, In: CEUR Workshop Proceedings. 3194, p. 85-92 8 p.

      Research output: Contribution to journal › Conference article › peer-review

    • Conformance Checking over Stochastically Known Logs

      Bogdanov, E., Cohen, I. & Gal, A., 2022, Business Process Management Forum - BPM 2022 Forum, Proceedings. Di Ciccio, C., Dijkman, R., del Río Ortega, A. & Rinderle-Ma, S. (eds.). p. 105-119 15 p. (Lecture Notes in Business Information Processing; vol. 458 LNBIP).

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

      Open Access

    • Knowledge-Driven Data Ecosystems Toward Data Transparency

      Geisler, S., Vidal, M. E., Cappiello, C., Lóscio, B. F., Gal, A., Jarke, M., Lenzerini, M., Missier, P., Otto, B., Paja, E., Pernici, B. & Rehof, J., Mar 2022, In: Journal of Data and Information Quality. 14, 1, 3.

      Research output: Contribution to journal › Article › peer-review

      Open Access

    • PoWareMatch: A Quality-aware Deep Learning Approach to Improve Human Schema Matching

      Shraga, R. & Gal, A., Sep 2022, In: Journal of Data and Information Quality. 14, 3, 16.

      Research output: Contribution to journal › Article › peer-review

      Open Access

    • Process discovery with context-aware process trees

      Shraga, R., Gal, A., Schumacher, D., Senderovich, A. & Weidlich, M., May 2022, In: Information Systems. 106, 101533.

      Research output: Contribution to journal › Article › peer-review

    • Uncovering the shape of neighborhoods: Harnessing data analytics for a smart governance of urban areas

      Sagi, A., Gal, A., Czamanski, D. & Broitman, D., Jun 2022, In: Journal of Urban Management. 11, 2, p. 178-187 10 p.

      Research output: Contribution to journal › Article › peer-review

      Open Access
    • 2021

      ADaMaP: Automatic Alignment of Relational Data Sources Using Mapping Patterns

      Calvanese, D., Gal, A., Haba, N., Lanti, D., Montali, M., Mosca, A. & Shraga, R., 2021, Advanced Information Systems Engineering - 33rd International Conference, CAiSE 2021, Proceedings. La Rosa, M., Sadiq, S. & Teniente, E. (eds.). p. 193-209 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12751 LNCS).

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

    • ADaMaP: Automatic Alignment of Relational Data Sources using Mapping Patterns (Abstract)

      Calvanese, D., Gal, A., Haba, N., Lanti, D., Montali, M., Mosca, A. & Shraga, R., 2021, Proceedings of the 34th International Workshop on Description Logics (DL 2021) part of Bratislava Knowledge September (BAKS 2021), Bratislava, Slovakia, September 19th to 22nd, 2021. Homola, M., Ryzhikov, V. & Schmidt, R. A. (eds.). Vol. 2954. (CEUR Workshop Proceedings).

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

    • From Limited Annotated Raw Material Data to Quality Production Data: A Case Study in the Milk Industry

      Shraga, R., Katz, G., Badian, Y., Calderon, N. & Gal, A., 26 Oct 2021, CIKM 2021 - Proceedings of the 30th ACM International Conference on Information and Knowledge Management. p. 4114-4124 11 p. (International Conference on Information and Knowledge Management, Proceedings).

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

    • Knowledge-driven Data Ecosystems Towards Data Transparency

      Geisler, S., Vidal, M.-E., Cappiello, C., Lóscio, B. F., Gal, A., Jarke, M., Lenzerini, M., Missier, P., Otto, B., Paja, E., Pernici, B. & Rehof, J., 2021, In: CoRR. abs/2105.09312

      Research output: Contribution to journal › Article › peer-review

    • Learning to characterize matching experts

      Shraga, R., Amir, O. & Gal, A., Apr 2021, Proceedings - 2021 IEEE 37th International Conference on Data Engineering, ICDE 2021. p. 1236-1247 12 p. 9458683. (Proceedings - International Conference on Data Engineering; vol. 2021-April).

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

      Open Access

    • Learning to Rerank Schema Matches

      Gal, A., Roitman, H. & Shraga, R., 1 Aug 2021, In: IEEE Transactions on Knowledge and Data Engineering. 33, 8, p. 3104-3116 13 p., 8944172.

      Research output: Contribution to journal › Article › peer-review

    • PoWareMatch: a Quality-aware Deep Learning Approach to Improve Human Schema Matching

      Shraga, R. & Gal, A., 2021, In: CoRR. abs/2109.07321

      Research output: Contribution to journal › Article › peer-review

    • Uncertain process data with probabilistic knowl- edge: Problem characterization and challenges

      Cohen, I. & Gal, A., 2021, In: CEUR Workshop Proceedings. 2938, p. 51-56 6 p.

      Research output: Contribution to journal › Conference article › peer-review

    • Uncertain Process Data with Probabilistic Knowledge: Problem Characterization and Challenges

      Cohen, I. & Gal, A., 2021, Proceedings of the International Workshop on BPM Problems to Solve Before We Die (PROBLEMS 2021) co-located with the 19th International Conference on Business Process Management (BPM 2021), Rome, Italy, September 6-10, 2021. Beerepoot, I., Ciccio, C. D., Marrella, A., Reijers, H. A., Rinderle-Ma, S. & Weber, B. (eds.). Vol. 2938. p. 51-56 6 p. (CEUR Workshop Proceedings).

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

    • 2020

      (Artificial) Mind over matter: Humans in and humans out in matching

      Shraga, R., Gal, A. & Ackerman, R., 2020, In: CEUR Workshop Proceedings. 2652

      Research output: Contribution to journal › Conference article › peer-review

    • Accounting for observeras partial observability in stochastic goal recognition design

      Wayllace, C., Keren, S., Gal, A., Karpas, E., Yeoh, W. & Zilberstein, S., 24 Aug 2020, ECAI 2020 - 24th European Conference on Artificial Intelligence, including 10th Conference on Prestigious Applications of Artificial Intelligence, PAIS 2020 - Proceedings. De Giacomo, G., Catala, A., Dilkina, B., Milano, M., Barro, S., Bugarin, A. & Lang, J. (eds.). p. 2394-2401 8 p. (Frontiers in Artificial Intelligence and Applications; vol. 325).

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

    • ADnEV: Cross-domain schema matching using deep similarity matrix adjustment and evaluation

      Shraga, R., Gal, A. & Roitman, H., 1 May 2020, In: Proceedings of the VLDB Endowment. 13, 9, p. 1401-1415 15 p.

      Research output: Contribution to journal › Article › peer-review

    • Discovering hierarchical processes using flexible activity trees for event abstraction

      Lu, X., Gal, A. & Reijers, H. A., Oct 2020, Proceedings - 2020 2nd International Conference on Process Mining, ICPM 2020. van Dongen, B., Montali, M. & Wynn, M. T. (eds.). p. 145-152 8 p. 9230087. (Proceedings - 2020 2nd International Conference on Process Mining, ICPM 2020).

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

      Open Access

    • Goal recognition design - survey

      Keren, S., Gal, A. & Karpas, E., 2020, Proceedings of the 29th International Joint Conference on Artificial Intelligence, IJCAI 2020. Bessiere, C. (ed.). p. 4847-4853 7 p. (IJCAI International Joint Conference on Artificial Intelligence; vol. 2021-January).

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

    • InCognitoMatch: Cognitive-aware Matching via Crowdsourcing

      Shraga, R., Scharf, C., Ackerman, R. & Gal, A., 14 Jun 2020, SIGMOD 2020 - Proceedings of the 2020 ACM SIGMOD International Conference on Management of Data. p. 2753-2756 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

    • Interval-based Queries over Lossy IoT Event Streams

      Busany, N., Aa, H. V. D., Senderovich, A., Gal, A. & Weidlich, M., 2020, In: Trans. Data Sci.. 1, 4, p. 27:1-27:27

      Research output: Contribution to journal › Article › peer-review

    • Mapping patterns for virtual knowledge graphs (A report on ongoing research)

      Calvanese, D., Gal, A., Lanti, D., Montali, M., Mosca, A. & Shraga, R., 2020, In: CEUR Workshop Proceedings. 2663

      Research output: Contribution to journal › Conference article › peer-review

    • Mapping Patterns for Virtual Knowledge Graphs (A Report on Ongoing Research)

      Calvanese, D., Gal, A., Lanti, D., Montali, M., Mosca, A. & Shraga, R., 2020, Proceedings of the 33rd International Workshop on Description Logics (DL 2020) co-located with the 17th International Conference on Principles of Knowledge Representation and Reasoning (KR 2020), Online Event [Rhodes, Greece], September 12th to 14th, 2020. Borgwardt, S. & Meyer, T. (eds.). Vol. 2663. (CEUR Workshop Proceedings).

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

    • Process minding: Closing the big data gap

      Gal, A. & Senderovich, A., 2020, Business Process Management - 18th International Conference, BPM 2020, Proceedings. Fahland, D., Ghidini, C., Becker, J. & Dumas, M. (eds.). p. 3-16 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12168 LNCS).

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

    • Queueing inference for process performance analysis with missing life-cycle data

      Berkenstadt, G., Gal, A., Senderovich, A., Shraga, R. & Weidlich, M., Oct 2020, Proceedings - 2020 2nd International Conference on Process Mining, ICPM 2020. van Dongen, B., Montali, M. & Wynn, M. T. (eds.). p. 57-64 8 p. 9229991. (Proceedings - 2020 2nd International Conference on Process Mining, ICPM 2020).

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

    • Recommendations for enhancing the usability and understandability of process mining in healthcare

      Martin, N., De Weerdt, J., Fernández-Llatas, C., Gal, A., Gatta, R., Ibáñez, G., Johnson, O., Mannhardt, F., Marco-Ruiz, L., Mertens, S., Munoz-Gama, J., Seoane, F., Vanthienen, J., Wynn, M. T., Boilève, D. B., Bergs, J., Joosten-Melis, M., Schretlen, S. & Van Acker, B., Sep 2020, In: Artificial Intelligence in Medicine. 109, 101962.

      Research output: Contribution to journal › Article › peer-review

      Open Access
    • 2019

      A cognitive model of human bias in matching

      Ackerman, R., Gal, A., Sagi, T. & Shraga, R., 2019, PRICAI 2019: Trends in Artificial Intelligence - 16th Pacific Rim International Conference on Artificial Intelligence, Proceedings. Nayak, A. C. & Sharma, A. (eds.). p. 632-646 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11670 LNAI).

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

    • Congestion graphs for automated time predictions

      Senderovich, A., Christopher Beck, J., Gal, A. & Weidlich, M., 2019, 33rd AAAI Conference on Artificial Intelligence, AAAI 2019, 31st Innovative Applications of Artificial Intelligence Conference, IAAI 2019 and the 9th AAAI Symposium on Educational Advances in Artificial Intelligence, EAAI 2019. p. 4854-4861 8 p. (33rd AAAI Conference on Artificial Intelligence, AAAI 2019, 31st Innovative Applications of Artificial Intelligence Conference, IAAI 2019 and the 9th AAAI Symposium on Educational Advances in Artificial Intelligence, EAAI 2019).

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

    • Context-aware temporal network representation of event logs: Model and methods for process performance analysis: Model and methods for process performance analysis

      Senderovich, A., Weidlich, M. & Gal, A., Sep 2019, In: Information Systems. 84, p. 240-254 15 p.

      Research output: Contribution to journal › Article › peer-review

    • Data Ecosystems: Sovereign Data Exchange among Organizations (Dagstuhl Seminar 19391)

      Cappiello, C., Gal, A., Jarke, M. & Rehof, J., 2019, In: Dagstuhl Reports. 9, 9, p. 66-134 69 p.

      Research output: Contribution to journal › Article › peer-review

    • Efficient heuristic search for optimal environment redesign

      Keren, S., Pineda, L., Gal, A., Karpas, E. & Zilberstein, S., 2019, Proceedings of the 29th International Conference on Automated Planning and Scheduling, ICAPS 2019. Benton, J., Lipovetzky, N., Onaindia, E., Smith, D. E. & Srivastava, S. (eds.). p. 246-254 9 p. (Proceedings International Conference on Automated Planning and Scheduling, ICAPS).

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

    • Goal recognition design in deterministic environments

      Keren, S., Gal, A. & Karpas, E., 2019, In: Journal of Artificial Intelligence Research. 65, p. 209-269 61 p.

      Research output: Contribution to journal › Article › peer-review

      Open Access

    • Handling probabilistic integrity constraints in pay-as-you-go reconciliation of data models

      Nguyen Quoc Viet Hung, Weidlich, M., Nguyen Thanh Tam, Miklos, Z., Aberer, K., Gal, A. & Stantic, B., Jul 2019, In: Information Systems. 83, p. 166-180 15 p.

      Research output: Contribution to journal › Article › peer-review

    • Inductive context-aware process discovery

      Shraga, R., Gal, A., Schumacher, D., Senderovich, A. & Weidlich, M., Jun 2019, Proceedings - 2019 International Conference on Process Mining, ICPM 2019. p. 33-40 8 p. 8786059. (Proceedings - 2019 International Conference on Process Mining, ICPM 2019).

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

    • Introduction to the Special Issue on Integrating Process-oriented and Event-based Systems

      Eyers, D., Gal, A., Jacobsen, H.-A. & Weidlich, M., Mar 2019, In: Information Systems. 81, p. 179-180 2 p.

      Research output: Contribution to journal › Editorial

    • Query Scheduling in the Presence of Complex User Profiles

      Roitman, H., Gal, A. & Raschid, L., 2019, In: CoRR. abs/1902.10384

      Research output: Contribution to journal › Article › peer-review

    • The Changing Roles of Humans and Algorithms in (Process) Matching

      Shraga, R. & Gal, A., 2019, Business Process Management Workshops - BPM 2019 International Workshops, Revised Selected Papers. Di Francescomarino, C., Dijkman, R. & Zdun, U. (eds.). p. 106-109 4 p. (Lecture Notes in Business Information Processing; vol. 362 LNBIP).

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

    • Uncertainty in Streams

      Gal, A. & Rivetti, N., 2019, Encyclopedia of Big Data Technologies. Sakr, S. & Zomaya, A. Y. (eds.).

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

    • 2018

      Blockchains for Business Process Management - Challenges and Opportunities

      Mendling, J., Weber, I., van der Aalst, W., Brocke, J. V., Cabanillas, C., Daniel, F., Debois, S., Di Ciccio, C., Dumas, M., Dustdar, S., Gal, A., Garcia-Banuelos, L., Governatori, G., Hull, R., La Rosa, M., Leopold, H., Leymann, F., Recker, J., Reichert, M. & Reijers, H. A. & 14 others, Rinderle-Ma, S., Solti, A., Rosemann, M., Schulte, S., Singh, M. P., Slaats, T., Staples, M., Weber, B., Weidlich, M., Weske, M., Xu, X., Zhu, L., Debois, S. & Rinderlema, S., Feb 2018, In: ACM Transactions on Management Information Systems. 9, 1, 4.

      Research output: Contribution to journal › Article › peer-review