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2020

A parallel and distributed approach for diversified top-k best region search

Shahrivari, H., Olma, M., Papapetrou, O., Skoutas, D. & Ailamaki, A., 1 Jan 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. 265-276 12 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

Open Access
2019

Data stream statistics over sliding windows: how to summarize 150 million updates per second on a single node

Chrysos, G., Papapetrou, O., Pnevmatikatos, D., Dollas, A. & Garofalakis, M., Sep 2019, Proceedings - 29th International Conference on Field-Programmable Logic and Applications, FPL 2019. Sourdis, I., Bouganis, C-S., Alvarez, C., Toledo Diaz, L. A., Valero, P. & Martorell, X. (eds.). Piscataway: Institute of Electrical and Electronics Engineers, p. 278-285 8 p. 8892241

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

Learning with delayed synaptic plasticity

Yaman, A., Iacca, G., Mocanu, D. C., Fletcher, G. H. L. & Pechenizkiy, M., 13 Jul 2019, GECCO 2019 - Proceedings of the 2019 Genetic and Evolutionary Computation Conference. New York: Association for Computing Machinery, Inc, p. 152-160 9 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

Open Access
File
18 Downloads (Pure)

On improving deep learning generalization with adaptive sparse connectivity

Liu, S., Mocanu, D. & Pechenizkiy, M., 14 Jun 2019, ICML 2019 Workshop on Understanding and Improving General-ization in Deep Learning. 5 p. 1906.11626v1

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

Open Access
File
7 Downloads (Pure)

Taster: self-tuning, elastic and online approximate query processing

Olma, M., Papapetrou, O., Appuswamy, R. & Ailamaki, A., 1 Apr 2019, Proceedings - 2019 IEEE 35th International Conference on Data Engineering, ICDE 2019. Piscataway: IEEE Computer Society, p. 482-493 12 p. 8731505

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

1 Citation (Scopus)
2 Downloads (Pure)
2018

Limited evaluation cooperative co-evolutionary differential evolution for large-scale neuroevolution

Yaman, A., Mocanu, D. C., Iacca, G., Fletcher, G. & Pechenizkiy, M., 2 Jul 2018, GECCO 2018 - Proceedings of the 2018 Genetic and Evolutionary Computation Conference. Association for Computing Machinery, Inc, p. 569-576 8 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

Open Access
File
5 Citations (Scopus)
59 Downloads (Pure)

One-shot learning using Mixture of Variational Autoencoders: A generalization learning approach

Mocanu, D. C. & Mocanu, E., 11 Jul 2018, 17th International Conference on Autonomous Agents and Multiagent Systems, AAMAS 2018. Dastani, M., Sukthankar, G., André, E. & Koenig, S. (eds.). International Foundation for Autonomous Agents and Multiagent Systems (IFAAMAS), Vol. 3. p. 2016-2018 3 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

Open Access
File
3 Citations (Scopus)
95 Downloads (Pure)

Synopsis of the PhD thesis : network computations in artificial intelligence

Mocanu, D. C., 15 Oct 2018, Proceedings of the 30th International Teletraffic Congress, ITC 2018. Altman, E., Bianchi, G. & Zinner, T. (eds.). Institute of Electrical and Electronics Engineers, p. 117-122 6 p. 8493065

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

Open Access
File
1 Citation (Scopus)
598 Downloads (Pure)
2017

Hyper-parameter tuning of a decision tree induction algorithm

Mantovani, R. G., Horváth, T., Cerri, R., Vanschoren, J. & de Carvalho, A. C. P. L. F., 1 Feb 2017, 5th Brazilian Conference on Intelligent Systems, BRACIS 2016; Recife, Pernambuco; Brazil; 9 October 2016 through 12 October 2016. Piscataway: Institute of Electrical and Electronics Engineers, p. 37-42 6 p. 7839559

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

8 Citations (Scopus)
3 Downloads (Pure)
2016

Assessing process discovery scalability in data intensive environments

Hernández, S., Ezpeleta, J., Van Zelst, S. J. & Van Der Aalst, W. M. P., 11 Feb 2016, Proceedings - 2015 2nd IEEE/ACM International Symposium on Big Data Computing, BDC 2015, 7-10 December 2015, Limassol, Cyprus . Piscataway: Institute of Electrical and Electronics Engineers, p. 99-104 6 p. 7406336

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

7 Citations (Scopus)
3 Downloads (Pure)

Detecting deviating behaviors without models

Lu, X., Fahland, D., van den Biggelaar, F. J. H. M. & van der Aalst, W. M. P., 2016, Business Process Management Workshops: BPM 2015, 13th International Workshops, Innsbruck, Austria, August 31 – September 3, 2015, Revised Papers. Reichert, M. & Reijers, H. A. (eds.). Dordrecht: Springer, p. 126-139 14 p. (Lecture Notes in Business Information Processing; vol. 256).

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

12 Citations (Scopus)

Discovering Interacting Artifacts from ERP Systems (Extended Abstract)

Fahland, D., Lu, X., Nagelkerke, M. Q. L. & van de Wiel, D., 3 Oct 2016, Enterprise Modeling and Information Systems Architectures : Proceedings of the 7th International Workshop on Enterprise Modeling and Information Systems Architectures, EMISA 2016: Fachgruppentreffen der GI-Fachgruppe Entwicklungsmethoden für Informationssysteme und deren Anwendung, Vienna, Austria, October 3-4, 2016. Mendling, J. & Rinderle-Ma, S. (eds.). Aachen: RWTH Aachen, p. 5-8 4 p. (CEUR Workshop Proceedings; vol. 1701).

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

6 Downloads (Pure)

Handling duplicated tasks in process discovery by refining event labels

Lu, X., Fahland, D., van den Biggelaar, F. J. H. M. & van der Aalst, W. M. P., 2016, Business Process Management. BPM 2016. Cham: Springer, p. 90-107 18 p. (Lecture Notes in Computer Science; vol. 9850).

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

Open Access
File
13 Citations (Scopus)
113 Downloads (Pure)

Having a blast : meta-learning and heterogeneous ensembles for data streams

van Rijn, J. N., Holmes, G., Pfahringer, B. & Vanschoren, J., 7 Jan 2016, 15th IEEE International Conference on Data Mining (ICDM 2015), 14-17 November 2015, Atlantic City, New Jersey. Piscataway: Institute of Electrical and Electronics Engineers, p. 1003-1008 6 p. 7373426

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

12 Citations (Scopus)
1 Downloads (Pure)

Node classification in dynamic social networks

Pei, Y., Zhang, J., Fletcher, G. H. L. & Pechenizkiy, M., 2016, Proceedings of AALTD 2016: 2nd ECMLPKDD International Workshop on Advanced Analytics and Learning on Temporal Data, 19 September 2016, Riva del Garda, Italy. p. 1-8

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

3 Downloads (Pure)
2015

A structural model comparison for finding the best performing models in a collection

Schunselaar, D. M. M., Verbeek, H. M. W., Reijers, H. A. & Aalst, van der, W. M. P., 2015, Business Process Management (13th International Conference, BPM 2015, Innsbruck, Austria, August 31-September 3, 2015). Motahari-Nezhad, H. R., Recker, J. & Weidlich, M. (eds.). Berlin: Springer, p. 180-188 (Lecture Notes in Computer Science; vol. 9253).

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

Avoiding over-fitting in ILP-based process discovery

Zelst, van, S. J., Dongen, van, B. F. & van der Aalst, W. M. P., 2015, Business Process Management : 13th International Conference, BPM 2015, Innsbruck, Austria, August 31 - September 3, 2015, Proceedings. Motahari-Nezhad, H. R., Recker, J. & Weidlich, M. (eds.). Dordrecht: Springer, p. 163-171 (Lecture Notes in Computer Science; vol. 9253).

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

20 Citations (Scopus)
1 Downloads (Pure)

Big software on the run : in vivo software analytics based on process mining (keynote)

Aalst, van der, W. M. P., 2015, 2015 International Conference on Software and System Process (ICSSP'15, Tallinn, Estonia, August 24-26, 2015). New York: Association for Computing Machinery, Inc, p. 1-5

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

13 Citations (Scopus)
5 Downloads (Pure)

BPMNDiffViz : a tool for BPMN models comparison

Ivanov, S. Y., Kalenkova, A. A. & Aalst, van der, W. M. P., 2015, Proceedings of the Demo Session of the 13th International Conference on Business Process Management (BPM 2015, Innsbruck, Austria, August 31-September 3, 2015). Daniel, F. & Zugal, S. (eds.). p. 35-39 (CEUR Workshop Proceedings; vol. 1418).

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

14 Citations (Scopus)
1 Downloads (Pure)

Case study on bagging stable classifiers for data streams

van Rijn, J. N., Holmes, G., Pfahringer, B. & Vanschoren, J., 2015, BENELEARN 2015. 6 p. (Computing and Mathematical Sciences Papers, University of Waikato.).

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

Change your history : learning from event logs to improve processes

Aalst, van der, W. M. P., Low, W. Z., Wynn, M. T. & Hofstede, ter, A. H. M., 2015, 2015 IEEE 19th International Conference on Computer Supported Cooperative Work in Design (CSCWD'15, Calabria, Italy, May 6-8, 2015). Piscataway: Institute of Electrical and Electronics Engineers, p. 7-12

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

5 Citations (Scopus)
1 Downloads (Pure)

Comparative process mining in education : an approach based on process cubes

van der Aalst, W. M. P., Guo, S. & Gorissen, P. J. B., 2015, Data-Driven Process Discovery and Analysis (Third IFIP WG 2.6, 2.12 International Symposium, SIMPDA 2013, Riva del Garda, Italy, August 30, 2013, Revised Selected Papers). Ceravolo, P., Accorsi, R. & Cudre-Mauroux, P. (eds.). Berlin: Springer, p. 110-134 (Lecture Notes in Business Information Processing; vol. 203).

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

10 Citations (Scopus)
11 Downloads (Pure)

Configuring configurable process models made easier : an automated approach

Schunselaar, D. M. M., Leopold, H., Verbeek, H. M. W., Aalst, van der, W. M. P. & Reijers, H. A., 2015, Business Process Management Workshops: BPM 2014 International Workshops, Eindhoven, The Netherlands, September 7-8, 2014, Revised Papers. Fournier, F. & Mendling, J. (eds.). Dordrecht: Springer, p. 105-117 (Lecture Notes in Business Information Processing; vol. 202).

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

5 Citations (Scopus)

Conformance checking based on partially ordered event data

Lu, X., Fahland, D. & Aalst, van der, W. M. P., 2015, Business Process Management Workshops : BPM 2014 International Workshops, Eindhoven, The Netherlands, September 7-8, 2014, Revised Papers. Fournier, F. & Mendling, J. (eds.). Dordrecht: Springer, p. 75-88 (Lecture Notes in Business Information Processing; vol. 202).

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

25 Citations (Scopus)
2 Downloads (Pure)

Decreasing the false alarm rate of arrhythmias in intensive care using a machine learning approach

Eerikäinen, L. M., Vanschoren, J., Rooijakkers, M. J., Vullings, R. & Aarts, R. M., 2015, 2015 Computing in Cardiology Conference (CinC), 6-9 September 2015, Nice, France. Piscataway: Institute of Electrical and Electronics Engineers, p. 293-296

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

22 Citations (Scopus)
6 Downloads (Pure)

Do mature business processes lead to improved performance? : a review of literature for empirical evidence

Tarhan, A., Turetken, O. & Reijers, H. A., 2015, Proceedings of the 23rd European Conference on Information Systems (ECIS 2015), 26-29 May 2015, Munster, Germany. Munster, Germany: Association for Information Systems, p. 1-16

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

Open Access
File
8 Citations (Scopus)
511 Downloads (Pure)

Effectiveness of random search in SVM hyper-parameter tuning

Gomes Mantovani, R., Rossi, A. L. D., Vanschoren, J., Bischl, B. & de Carvalho, A. C. P. L. F., 2015, Neural Networks (IJCNN), 2015 International Joint Conference on. Institute of Electrical and Electronics Engineers, p. 1-8 8 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

16 Citations (Scopus)

Effects of evolutionary linguistics in text classification

Efremova, I., Montes Garcia, A., Zhang, J. & Calders, T. G. K., 2015, Statistical Language and Speech Processing - Third International Conference (SLSP 2015, Budapest, Hungary, November 24-26, 2015, Proceedings). Dediu, A-H., Martin-Vide, C. & Vicsi, K. (eds.). Berlin: Springer, p. 50-61 (Lecture Notes in Computer Science; vol. 9449).

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

1 Downloads (Pure)

Enhancing aspect-oriented business process modeling with declarative rules

Jalali, A., Maggi, F. M. & Reijers, H. A., 2015, Conceptual Modeling (34th International Conference, ER 2015, Stockholm, Sweden, October 19-22, 2015). Johannesson, P., Lee, M. L., Liddle, S. W., Opdahl, A. L. & Pastor López, Ó. (eds.). Berlin: Springer, p. 108-115 (Lecture Notes in Computer Science; vol. 9381).

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

3 Citations (Scopus)
2 Downloads (Pure)

Extending process logs with events from supplementary sources

Mannhardt, F., Leoni, de, M. & Reijers, H. A., 2015, Business Process Management Workshops (BPM 2014 International Workshops, Eindhoven, The Netherlands, September 7-8, 2014, Revised Papers). Fournier, F. & Mendling, J. (eds.). Berlin: Springer, p. 235-247 (Lecture notes in business information processing (LNBIP); vol. 202).

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

8 Citations (Scopus)

Genetic Process Mining: Alignment-based Process Model Mutation

Eck, van, M. L., Buijs, J. C. A. M. & Dongen, van, B. F., 2015, Business Process Management Workshops (BPM 2014 International Workshops, Eindhoven, The Netherlands, September 7-8, 2014, Revised Papers). Fournier, F. & Mendling, J. (eds.). Berlin: Springer, p. 291-303 12 p. (Lecture Notes in Business Information Processing; vol. 202).

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

Open Access
12 Citations (Scopus)

Handling big(ger) logs : connecting ProM 6 to Apache Hadoop

Hernández, S., Zelst, van, S. J., Ezpeleta, J. & Aalst, van der, W. M. P., 2015, Proceedings of the Demo Session of the 13th International Conference on Business Process Management (BPM 2015, Innsbruck, Austria, August 31-September 3, 2015). Daniel, F. & Zugal, S. (eds.). p. 80-84 (CEUR Workshop Proceedings; vol. 1418).

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

9 Citations (Scopus)
9 Downloads (Pure)

Handling of building permit applications in The Netherlands : a multi-dimensional analysis

Dixit, P. M., Hompes, B. F. A., Tax, N. & van Zelst, S. J., 2015, Fifth International Business Process Intelligence Challenge (BPIC’15), 31 August - 3 September, Innsbruck, Austria . p. 73 1 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

Open Access
File
42 Downloads (Pure)

HiDER : query-driven entity resolution for historical data

Ranjbar-Sahraei, B., Efremova, I., Rahmani, H., Calders, T. G. K. & Tuyls, K. P., 2015, Machine learing and knowledge discovery in database, European Conference, ECML PKDD 2015, Porto, Portugal, September 7-11, 2015, Proceedings, Part III. Bifet, E., May, M., Zadrozny, B., Gavalda, R., Pedreschi, D., Bonchi, F., Cardoso, J. & Spiliopoulou, M. (eds.). Springer, p. 281-284 (Lecture Notes in Computer Science; vol. 9286).

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

ILP-based process discovery using hybrid regions

Zelst, van, S. J., Dongen, van, B. F. & Aalst, van der, W. M. P., 2015, Algorithms & Theories for the Analysis of Event Data (ATAED'15, Brussels, Belgium, June 22-23, 2015). Aalst, van der, W. M. P., Bergenthum, R. & Carmona, J. (eds.). Aachen: CEUR-WS.org, p. 47-61 (CEUR Workshop Proceedings; vol. 1371).

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

9 Citations (Scopus)
4 Downloads (Pure)

Improving business processes : does anybody have an idea?

Vanwersch, R. J. B., Vanderfeesten, I. T. P., Rietzschel, E. F. & Reijers, H. A., 2015, Business Process Management (13th International Conference, BPM 2015, Innsbruck, Austria, August 31-September 3, 2015). Motahari-Nezhad, H. R., Recker, J. & Weidlich, M. (eds.). Springer, p. 3-18 (Lecture Notes in Computer Science; vol. 9253).

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

5 Citations (Scopus)

Know what you stream : generating event streams from CPN Models in ProM 6

Zelst, van, S. J., Dongen, van, B. F. & Aalst, van der, W. M. P., 2015, Proceedings of the Demo Session of the 13th International Conference on Business Process Management (BPM 2015, Innsbruck, Austria, August 31-September 3, 2015). Daniel, F. & Zugal, S. (eds.). p. 85-89 (CEUR Workshop Proceedings; vol. 1418).

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

5 Citations (Scopus)
6 Downloads (Pure)

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 proceedingConference contributionAcademicpeer-review

Open Access
File
87 Downloads (Pure)

Multidimensional process mining using process cubes

Bolt, A. & Aalst, van der, W. M. P., 2015, Enterprise, Business-Process and Information Systems Modeling (16th International Conference, BPMDS 2015, 20th International Conference, EMMSAD 2015, Held at CAiSE 2015, Stockholm, Sweden, June 8-9, 2015, Proceedings). Gaalouli, K., Schmidt, R., Nurcan, S., Guerreiro, S. & Ma, Q. (eds.). Berlin: Springer, p. 102-116 (Lecture Notes in Business Information Processing; vol. 214).

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

24 Citations (Scopus)
48 Downloads (Pure)

Online compliance monitoring of service landscapes

Werf, van der, J. M. E. M. & Verbeek, H. M. W., 2015, Business Process Management Workshops (BPM 2014 International Workshops, Eindhoven, The Netherlands, September 7-8, 2014, Revised Papers). Fournier, F. & Mendling, J. (eds.). Berlin: Springer, p. 89-95 (Lecture Notes in Business Information Processing; vol. 202).

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

3 Citations (Scopus)

On the fragmentation of process information : challenges, solutions, and outlook

Aa, van der, J. H., Leopold, H., Mannhardt, F. & Reijers, H. A., 2015, Enterprise, Business-Process and Information Systems Modeling (16th International Conference, BPMDS 2015, 20th International Conference, EMMSAD 2015, Held at CAiSE 2015, Stockholm, Sweden, June 8-9, 2015, Proceedings). Gaaloul, K., Schmidt, R., Nurcan, S., Guerreiro, S. & Ma, Q. (eds.). Berlin: Springer, p. 3-18 (Lecture Notes in Business Information Processing; vol. 214).

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

15 Citations (Scopus)

PM2 : a Process Mining Project Methodology

Eck, van, M. L., Lu, X., Leemans, S. J. J. & Aalst, van der, W. M. P., 2015, Advanced Information Systems Engineering : 27th International Conference, CAiSE 2015, Stockholm, Sweden, June 8-12, 2015. Proceedings. Zdravkovic, J., Kirikova, M. & Johannesson, P. (eds.). Berlin: Springer, p. 297-313 15 p. (Lecture Notes in Computer Science; vol. 9097).

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

Open Access
73 Citations (Scopus)
2 Downloads (Pure)

Process discovery and exploration

Leemans, S. J. J., 2015, Business Process Management Workshops (BPM 2014 International Workshops, Eindhoven, The Netherlands, September 7-8, 2014, Revised Papers). Fournier, F. & Mendling, J. (eds.). Berlin: Springer, p. 582-585 (Lecture Notes in Business Information Processing; vol. 202).

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

4 Downloads (Pure)

Process mining on databases : unearthing historical data from redo logs

González-López de Murillas, E., van der Aalst, W. M. P. & Reijers, H. A., 2015, Business Process Management (13th International Conference, BPM 2015, Innsbruck, Austria, August 31-September 3, 2015). Motahari-Nezhad, H. R., Recker, J. & Weidlich, M. (eds.). Berlin: Springer, p. 367-385 (Lecture Notes in Computer Science; vol. 9253).

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

27 Citations (Scopus)
8 Downloads (Pure)

Relational XES: Data management for process mining

Dongen, van, B. F. & Shabani, S., 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. 169-176 (CEUR Workshop Proceedings; vol. 1367).

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

13 Citations (Scopus)
7 Downloads (Pure)

Scalable process discovery with guarantees

Leemans, S. J. J., Fahland, D. & Aalst, van der, W. M. P., 2015, Enterprise, Business-Process and Information Systems Modeling (16th International Conference, BPMDS 2015, 20th International Conference, EMMSAD 2015, Held at CAiSE 2015, Stockholm, Sweden, June 8-9, 2015, Proceedings). Gaaloul, K., Schmidt, R., Nurcan, S., Guerreiro, S. & Ma, Q. (eds.). Berlin: Springer, p. 85-101 (Lecture Notes in Business Information Processing; vol. 214).

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

26 Citations (Scopus)
3 Downloads (Pure)

Taking machine learning research online with OpenML.

Vanschoren, J., van Rijn, J. N. & Bischl, B., 2015, Proceedings of the 4th International Workshop on Big Data, Streams and Heterogeneous Source Mining: Algorithms, Systems, Programming Models and Applications. p. 1-4 4 p. (JMLR Workshop and Conference Proceedings; vol. 41).

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

Open Access
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37 Downloads (Pure)

To tune or not to tune : recommending when to adjust SVM hyper-parameters via Meta-learning

Gomes Mantovani, R., Rossi, A. L. D., Vanschoren, J., Bischl, B. & Carvalho, A. C. P. L. F., 2015, 2015 International Joint Conference on Neural Networks (IJCNN), 12-17 July 2015, Killarney, Ireland . Piscataway: Institute of Electrical and Electronics Engineers, p. 1-8 8 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

12 Citations (Scopus)

Toward advanced visualization techniques for conceptual modeling

Gulden, J. & Reijers, H. A., 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. 33-40 (CEUR Workshop Proceedings; vol. 1367).

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

7 Citations (Scopus)
2 Downloads (Pure)

Towards a data science collaboratory

Vanschoren, J., Bischl, B., Hutter, F., Sebag, M., Kegl, B., Schmid, M., Napolitano, G., Wolstencroft, K., Williams, A. R. & Lawrence, N., 2015, Advances in Intelligent Data Analysis XIV: 14th International Symposium, IDA 2015, Saint Etienne. France, October 22 -24, 2015. Proceedings. Fromont, E., de Bie, T. & van Leeuwen, M. (eds.). Cham: Springer, p. XIX-XXI 3 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

Open Access
File
1 Citation (Scopus)
68 Downloads (Pure)