Natalia Sidorova

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Natalia Sidorova

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  • 2549
    Citations - based on content available in repository [source: Scopus]
19992023

Content available in repository

Search results

  • 2023

    Exact and Approximated Log Alignments for Processes with Inter-case Dependencies

    Sommers, D., Sidorova, N. & van Dongen, B. F., 11 Apr 2023, In: arXiv. 2023, 25 p., 2304.05210.

    Research output: Contribution to journal › Article › Academic

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    15 Downloads (Pure)
  • 2022

    Aligning Event Logs to Resource-Constrained ν -Petri Nets

    Sommers, D. (Corresponding author), Sidorova, N. & van Dongen, B., 13 Jun 2022, Application and Theory of Petri Nets and Concurrency: 43rd International Conference, PETRI NETS 2022, Bergen, Norway, June 19–24, 2022, Proceedings. Bernardinello, L. & Petrucci, L. (eds.). Springer, p. 325-345 21 p. (Lecture Notes in Computer Science (LNCS); vol. 13288).

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

    Open Access
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    4 Citations (Scopus)
    14 Downloads (Pure)
  • 2021

    Designing Micro-intelligences for Situated Affective Computing

    Lövei, P., Nazarchuk, I., Aslam, S., Yu, B., Megens, C. J. P. G. & Sidorova, N., 11 Nov 2021, CHIIOT 2021: Workshops on Computer Human Interaction in IoT Applications. Liang, R.-H., Chiumento, A., Pawełczak, P. & Funk, M. (eds.).

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

    1 Citation (Scopus)

  • Signal Phrase Extraction: Gateway to Information Retrieval Improvement in Law Texts

    van der Veen, M. & Sidorova, N., 2021, Legal Knowledge and Information Systems: JURIX 2021 : The 34th Annual Conference. Schweighofer, E. (ed.). IOS Press, p. 127-130 4 p. (Frontiers in Artificial Intelligence and Applications; vol. 346).

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

    Open Access
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    1 Citation (Scopus)
  • 2020

    Preface

    Janicki, R., Chatain, T. & Sidorova, N., 2020, Application and Theory of Petri Nets and Concurrency : 41st International Conference, PETRI NETS 2020, Paris, France, June 24–25, 2020, Proceedings. Janick, R., Sidorova, N. & Chatain, T. (eds.). Cham: Springer, p. v-vi 2 p. (Lecture Notes in Computer Science (LNCS); vol. 12152)(Theoretical Computer Science and General Issues (LNTCS) ; vol. 12152).

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

  • 2019

    Data-driven usability test scenario creation

    van Eck, M. L., Markslag, E., Sidorova, N., Brosens-Kessels, A. & van der Aalst, W. M. P., 1 Jan 2019, Human-Centered Software Engineering - 7th IFIP WG 13.2 International Working Conference, HCSE 2018, Revised Selected Papers. Lárusdóttir, M. K., Winckler, M., Kuusinen, K., Palanque, P. & Bogdan, C. (eds.). Cham: Springer, p. 88-108 21 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11262 LNCS).

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

    6 Citations (Scopus)
    3 Downloads (Pure)

  • Discovering more precise process models from event logs by filtering out chaotic activities

    Tax, N. (Corresponding author), Sidorova, N. & van der Aalst, W. M. P., 15 Feb 2019, In: Journal of Intelligent Information Systems. 52, 1, p. 107-139 33 p.

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

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    70 Citations (Scopus)
    253 Downloads (Pure)

  • Generating time-based label refinements to discover more precise process models

    Tax, N. (Corresponding author), Alasgarov, E. E., Sidorova, N., Haakma, R. & van der Aalst, W. M. P., 2019, In: Journal of Ambient Intelligence and Smart Environments. 11, 2, p. 165-182 18 p.

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

    Open Access
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    16 Citations (Scopus)
    176 Downloads (Pure)

  • Guided interaction exploration and performance analysis in artifact-centric process models

    van Eck, M. L. (Corresponding author), Sidorova, N. & van der Aalst, W. M. P., 1 Dec 2019, In: Business & Information Systems Engineering. 61, 6, p. 649-663 15 p.

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

    Open Access
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    13 Citations (Scopus)
    84 Downloads (Pure)

  • Multi-instance mining: discovering synchronisation in artifact-centric processes

    van Eck, M. L., Sidorova, N. & van der Aalst, W. M. P., 1 Jan 2019, Business Process Management Workshops - BPM 2018 International Workshops, Revised Papers. Daniel, F., Sheng, Q. Z. & Motahari, H. (eds.). Cham: Springer, p. 18-30 13 p. (Lecture Notes in Business Information Processing; vol. 342).

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

    7 Citations (Scopus)
    1 Downloads (Pure)
  • 2018

    Event abstraction for process mining using supervised learning techniques

    Tax, N., Sidorova, N., Haakma, R. & van der Aalst, W. M. P., 2018, Proceedings of the SAI Intelligent Systems Conference (IntelliSys 2016), 21-22 September 2016, London, United Kingdom. Bi, Y., Kapoor, S. & Bhatia, R. (eds.). Berlin: Springer, p. 251-269 19 p. (Lecture Notes in Networks and Systems; vol. 15).

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

    41 Citations (Scopus)
    5 Downloads (Pure)

  • Interest-driven discovery of local process models

    Tax, N., Dalmas, B., Sidorova, N., van der Aalst, W. M. P. & Norre, S., Sept 2018, In: Information Systems. 77, p. 105-117 13 p.

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

    Open Access
    17 Citations (Scopus)

  • Local process model discovery: bringing petri nets to the pattern mining world

    Tax, N., Sidorova, N., van der Aalst, W. M. P. & Haakma, R., 1 Jan 2018, Application and Theory of Petri Nets and Concurrency: 39th International Conference, PETRI NETS 2018, Bratislava, Slovakia, June 24-29, 2018, Proceedings. Khohamenko, V. & Roux, O. H. (eds.). Dordrecht: Springer, p. 374-384 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10877 LNCS).

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

    9 Citations (Scopus)
    2 Downloads (Pure)

  • Mining local process models with constraints efficiently: applications to the analysis of smart home data

    Tax, N., Sidorova, N., Haakma, R. & van der Aalst, W. M. P., 27 Dec 2018, Proceedings - 2018 International Conference on Intelligent Environments, IE 2018. Piscataway: Institute of Electrical and Electronics Engineers, p. 56-63 8 p. 8595032

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

    8 Citations (Scopus)
    1 Downloads (Pure)

  • Mining process model descriptions of daily life through event abstraction

    Tax, N., Sidorova, N., Haakma, R. & van der Aalst, W. M. P., 1 Jan 2018, Intelligent Systems and Applications: Extended and Selected Results from the SAI Intelligent Systems Conference (IntelliSys) 2016. Kapoor, S., Bhatia, R. & Bi, Y. (eds.). Berlin: Springer, p. 83-104 22 p. (Studies in Computational Intelligence; vol. 751).

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

    23 Citations (Scopus)
    2 Downloads (Pure)

  • The imprecisions of precision measures in process mining

    Tax, N., Lu, X., Sidorova, N., Fahland, D. & van der Aalst, W. M. P., Jul 2018, In: Information Processing Letters. 135, p. 1-8 8 p.

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

    Open Access
    56 Citations (Scopus)
  • 2017

    Guided interaction exploration in artifact-centric process models

    van Eck, M. L., Sidorova, N. & van der Aalst, W. M. P., 14 Aug 2017, 2017 IEEE 19th Conference on Business Informatics (CBI), Business Informatics (CBI), 24-27 July 2017, Thessaloniki, Greece. Institute of Electrical and Electronics Engineers, p. 109-118 10 p. 8010712

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

    Open Access
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    16 Citations (Scopus)
    143 Downloads (Pure)

  • Heuristic approaches for generating local process models through log projections

    Tax, N., Sidorova, N., van der Aalst, W. M. P. & Haakma, R., 9 Feb 2017, Proceedings of IEEE Symposium on Computational Intelligence and Data Mining, December 6-9, 2016, Athens, Greece. Piscataway: Institute of Electrical and Electronics Engineers, p. 1-8 7849948

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

    Open Access
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    17 Citations (Scopus)
    157 Downloads (Pure)

  • Human performance-aware scheduling and routing of a multi-skilled workforce

    van Eck, M. L., Firat, M., Nuijten, W. P. M., Sidorova, N. & van der Aalst, W. M. P., 31 Oct 2017, In: Complex Systems Informatics and Modeling Quarterly. 68, 12, p. 1-21 21 p.

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

    Open Access
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    190 Downloads (Pure)

  • Local process models: pattern mining with process models

    Tax, N., Sidorova, N. & van der Aalst, W. M. P., 10 Jun 2017, Proceedings of the Twenty-Sixth Benelux Conference on Machine Learning (BENELEARN). Duivesteijn, W., Pechenizkiy, M., Fletcher, G., Menkovski, V., Postma, E., Vanschoren, J. & van der Putten, P. (eds.). p. 83-86

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

    Open Access
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    183 Downloads (Pure)
  • 2016

    Composite state machine miner: Discovering and exploring multi-perspective processes

    Van Eck, M. L., Sidorova, N. & Van Der Aalst, W. M. P., 2016, Proceedings of the BPM Demo Track 2016. Azevedo, L. & Cabanillas, C. (eds.). CEUR-WS.org, p. 73-77 5 p. (CEUR Workshop Proceedings; vol. 1789).

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

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    4 Citations (Scopus)
    131 Downloads (Pure)

  • Discovering and Exploring State-based Models for Multi-perspective Processes

    van Eck, M. L., Sidorova, N. & van der Aalst, W. M. P., 2016, Business Process Management : 14th International Conference, BPM 2016, Rio de Janeiro, Brazil, September 18–22, 2016. Proceedings. La Rosa, M., Loos, P. & Pastor, O. (eds.). Dordrecht: Springer, p. 142-157 16 p. (Lecture notes in computer science; vol. 9850).

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

    Open Access
    26 Citations (Scopus)
    6 Downloads (Pure)

  • Enabling Process Mining on Sensor Data from Smart Products

    Van Eck, M. L., Sidorova, N. & Van Der Aalst, W. M. P., 23 Aug 2016, IEEE RCIS 2016 - IEEE 10th International Conference on Research Challenges in Information Science, 1-3 may 2016, Grenoble, France. Brussels: IEEE Computer Society, p. 1-12 12 p. 7549355

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

    Open Access
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    56 Citations (Scopus)
    843 Downloads (Pure)

  • Log-based evaluation of label splits for process models

    Tax, N., Sidorova, N., Haakma, R. & van der Aalst, W., 2016, In: Procedia Computer Science. 96, p. 63-72 10 p.

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

    Open Access
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    7 Citations (Scopus)
    157 Downloads (Pure)

  • Mining local process models

    Tax, N., Sidorova, N., Haakma, R. & van der Aalst, W. M. P., 2016, In: Journal of Innovation in Digital Ecosystems. 3, 2, p. 183-196 14 p.

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

    Open Access
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    219 Downloads (Pure)

  • On generation of time-based label refinements

    Tax, N., Alasgarov, E. E., Sidorova, N. & Haakma, R., 2016, Proceedings of the 25th International Workshop on Concurrency, Specification and Programming, 28-30 September 2016, Rostock, Germany. p. 1-12

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

    Open Access
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    83 Downloads (Pure)
  • 2015

    KPI-based activity planning for people working in flexible processes

    Eck, van, M. L., Sidorova, N. & Aalst, van der, W. M. P., 2015, Proceedings of the CAiSE 2015 Forum at the 27th International Conference on Advanced Information Systems Engineering (Stockholm, Sweden, June 10, 2015). Grabis, J. & Sandkuhl, K. (eds.). Aachen: CEUR-WS.org, p. 97-104 (CEUR Workshop Proceedings; vol. 1367).

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

    Open Access
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    169 Downloads (Pure)

  • Personalized stress management : enabling stress monitoring with LifelogExplorer

    Kocielnik, R. D. & Sidorova, N., 2015, In: KI - Künstliche Intelligenz. 29, 2, p. 115-122 8 p.

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

    Open Access
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    20 Citations (Scopus)
    154 Downloads (Pure)
  • 2013

    Business process modeling using Petri nets

    Hee, van, K. M., Sidorova, N. & Werf, van der, J. M. E. M., 2013, Transactions on Petri Nets and Other Models of Concurrency VII. Jensen, K., Aalst, van der, W. M. P., Balbo, G., Koutny, M. & Wolf, K. (eds.). Berlin: Springer, p. 116-161 (Lecture Notes in Computer Science; vol. 7480).

    Research output: Chapter in Book/Report/Conference proceeding › Chapter › Academic

    29 Citations (Scopus)
    11 Downloads (Pure)

  • Configurable declare : designing customisable flexible models

    Schunselaar, D. M. M., Maggi, F. M., Sidorova, N. & Aalst, van der, W. M. P., 2013, On the Move to Meaningful Internet Systems: OTM 2012 (Confederated International Conferences: CoopIS, DOA-SVI, and ODBASE 2012, Rome, Italy, September 10-14, 2012. Proceedings, Part I). Meersman, R. (ed.). Berlin: Springer, p. 20-37 (Lecture Notes in Computer Science; vol. 7565).

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

    14 Citations (Scopus)
    1 Downloads (Pure)

  • Discrete timed Petri nets

    Bera, D., Hee, van, K. M. & Sidorova, N., 2013, Eindhoven: Technische Universiteit Eindhoven. (Computer science reports; vol. 1303)

    Research output: Book/Report › Report › Academic

    Open Access
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    238 Downloads (Pure)

  • Enabling self-reflection with LifelogExplorer : generating simple views from complex data

    Kocielnik, R. D., Maggi, F. M. & Sidorova, N., 2013, 7th International Conference on Pervasive Computing Technologies for Healthcare (PervasiveHealth 2013, Venice, Italy, May 5-8, 2013). Institute of Electrical and Electronics Engineers, p. 184-191

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

    15 Citations (Scopus)
    1 Downloads (Pure)

  • Interval soundness of resource-constrained workflow nets : decidability and repair

    Ramezani Taghiabadi, E., Sidorova, N. & Stahl, C., 2013, Fundamentals of Software Engineering (5th International Conference, FSEN 2013, Tehran, Iran, April 24-26, 2013, Revised Selected Papers). Arbab, F. & Sirjani, M. (eds.). Berlin: Springer, p. 150-167 (Lecture Notes in Computer Science; vol. 8161).

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

  • Refinement of synchronizable places with multi-workflow nets

    Hee, van, K. M., Sidorova, N. & Werf, van der, J. M. E. M., 2013, In: Fundamenta Informaticae. 122, 1-2, p. 59-83

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

    1 Citation (Scopus)
    1 Downloads (Pure)

  • Smart technologies for long-term stress monitoring at work

    Kocielnik, R. D., Sidorova, N., Maggi, F. M., Ouwerkerk, M. & Westerink, J. H. D. M., 2013, Proceedings of the 26th IEEE Conference on Computer-Based Medical Systems (CBMS'13, Porto, Portugal, June 20-22, 2013). IEEE Computer Society, p. 53-58

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

    125 Citations (Scopus)
    6 Downloads (Pure)

  • Soundness for resource-constrained workflow nets is decidable

    Sidorova, N. & Stahl, C., 2013, In: IEEE Transactions on Systems, Man, and Cybernetics: Systems. 43, 3, p. 724-729

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

    13 Citations (Scopus)

  • The right timing : reflections on the modeling and analysis of time

    Hee, van, K. M. & Sidorova, N., 2013, Application and Theory of Petri Nets and Concurrency (34th International Conference, PETRI NETS 2013, Milan, Italy, June 24-28, 2013. Proceedings). Colom, J. M. & Desel, J. (eds.). Berlin: Springer, p. 1-20 (Lecture Notes in Computer Science; vol. 7927).

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

    9 Citations (Scopus)
    2 Downloads (Pure)

  • When can we trust a third party?

    Hee, van, K. M., Sidorova, N. & Werf, van der, J. M. E. M., 2013, Transactions on Petri Nets and Other Models of Concurrency VIII. Koutny, M., Aalst, van der, W. M. P. & Yakovlev, A. (eds.). Berlin: Springer, p. 106-122 (Lecture Notes in Computer Science; vol. 8100).

    Research output: Chapter in Book/Report/Conference proceeding › Chapter › Academic

    1 Citation (Scopus)
    1 Downloads (Pure)
  • 2012

    Patterns for a log-based strengthening of declarative compliance models

    Schunselaar, D. M. M., Maggi, F. M. & Sidorova, N., 2012, Integrated Formal Methods (9th International Conference, IFM 2012, Pisa, Italy, June 18-21, 2012. Proceedings). Derrick, J., Gnesi, S., Latella, D. & Treharne, H. (eds.). Berlin: Springer, p. 327-342 (Lecture Notes in Computer Science; vol. 7321).

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

    18 Citations (Scopus)

  • Soundness for resource-constrained workflow nets is decidable

    Sidorova, N. & Stahl, C., 2012, BPMcenter. org. 7 p. (BPM reports; vol. 1209)

    Research output: Book/Report › Report › Academic

    1 Downloads (Pure)

  • Stress@Work: from measuring stress to its understanding, prediction and handling with personalized coaching

    Bakker, J., Holenderski, L., Kocielnik, R. D., Pechenizkiy, M. & Sidorova, N., 2012, IHI'12 - Proceedings of the 2nd ACM SIGHIT International Health Informatics Symposium (Miami FL, USA, January 28-30, 2012). New York NY: Association for Computing Machinery, Inc., p. 673-677

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

    57 Citations (Scopus)

  • Stress analytics in education

    Kocielnik, R. D., Pechenizkiy, M. & Sidorova, N., 2012, Proceedings of the 5th International Conference on Educational Data Mining, EDM 2012 2012. Yacef, K., Zaïane, O. R., Hershkovitz, A., Yudelson, M. & Stamper, J. C. (eds.). p. 236-237

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

    5 Citations (Scopus)
    2 Downloads (Pure)

  • When can we trust a third party? : a soundness perspective

    Hee, van, K. M., Sidorova, N. & Werf, van der, J. M. E. M., 2012, Proceedings of the International Workshop on Petri Nets and Software Engineering (PNSE'12, Hamburg, Germany, June 25-26, 2012). Cabac, L., Duvigneau, M. & Moldt, D. (eds.). CEUR-WS.org, p. 47-59 (CEUR Workshop Proceedings; vol. 851).

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

    1 Downloads (Pure)
  • 2011

    Cost-based fitness in conformance checking

    Adriansyah, A., Sidorova, N. & Dongen, van, B. F., 2011, Proceedings of the 11th International Conference on Application of Concurrency to System Design (ACSD'11, Kanazawa, Japan, June 2-24, 2011). Los Alamitos: IEEE Computer Society, p. 57-66

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

    Open Access
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    76 Citations (Scopus)
    332 Downloads (Pure)

  • Discovering characteristics of stochastic collections of process models

    Hee, van, K. M., La Rosa, M., Liu, Z. & Sidorova, N., 2011, Business Process Management (9th International Conference, BPM 2011, Clermont-Ferrand, France, August 28-September 2, 2011. Proceedings). Rinderle-Ma, S., Toumani, F. & Wolf, K. (eds.). Berlin: Springer, p. 298-312 (Lecture Notes in Computer Science; vol. 6896).

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

    4 Citations (Scopus)
    4 Downloads (Pure)

  • Discovering characteristics of stochastic collections of process models

    Hee, van, K. M., La Rosa, M., Liu, Z. & Sidorova, N., 2011, BPMcenter. org. 17 p. (BPM reports; vol. 1106)

    Research output: Book/Report › Report › Academic

    1 Downloads (Pure)

  • Distributed genetic process mining using sampling

    Bratosin, C. C., Sidorova, N. & Aalst, van der, W. M. P., 2011, Parallel Computing Technologies (11th International Conference, PaCT 2011, Kazan, Russia, September 19-23, 2011. Proceedings). Malyshkin, V. (ed.). Berlin: Springer, p. 224-237 (Lecture Notes in Computer Science; vol. 6873).

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

    4 Citations (Scopus)

  • Do my constraints constrain enough? : patterns for strengthening constraints in declarative compliance models

    Schunselaar, D. M. M., Maggi, F. M. & Sidorova, N., 2011, BPMcenter. org. 18 p. (BPM reports; vol. 1115)

    Research output: Book/Report › Report › Academic

    1 Downloads (Pure)

  • Is my event log complete? - A probabilistic approach to process mining

    Hee, van, K. M., Liu, Z. & Sidorova, N., 2011, Proceedings of the 5th IEEE International Conference on Research Challenges in Information Sciences (RCIS 2011, Gosier, Guadeloupe, May 19-21, 2011). Institute of Electrical and Electronics Engineers, p. 1-12

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

    Open Access
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    24 Citations (Scopus)
    258 Downloads (Pure)

  • Refinement of synchronizable places with multi-workflow nets : weak termination preserved!

    Hee, van, K. M., Sidorova, N. & Werf, van der, J. M. E. M., 2011, Eindhoven: Technische Universiteit Eindhoven. 21 p. (Computer science reports; vol. 1101)

    Research output: Book/Report › Report › Academic

    Open Access
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    88 Downloads (Pure)