Onderzoeksoutput 1974 2019

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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. (redactie). Piscataway: Institute of Electrical and Electronics Engineers, blz. 278-285 8 blz. 8892241

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

sliding
Statistics
statistics
Reconfigurable architectures
Information management
11 Downloads (Pure)

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, blz. 152-160 9 blz.

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

Open Access
Bestand
Plasticity
Neurons
Reinforcement
Activation
Neuron
6 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 blz. 1906.11626v1

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

Open Access
Bestand
Neurons
Neural networks
Multilayer neural networks
Deep learning
Deep neural networks
1 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, blz. 482-493 12 blz. 8731505

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

Query processing
Tuning
Engines
Costs
2018
5 Citaties (Scopus)
51 Downloads (Pure)

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, blz. 569-576 8 blz.

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

Open Access
Bestand
Neural networks
Network architecture
Evolutionary algorithms
Neurons
2 Citaties (Scopus)
93 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. (redactie). International Foundation for Autonomous Agents and Multiagent Systems (IFAAMAS), Vol. 3. blz. 2016-2018 3 blz.

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

Open Access
Bestand
Learning algorithms
Deep learning
489 Downloads (Pure)

Synopsis of the PhD thesis : network computations in artificial intelligence

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

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

Open Access
Bestand
Artificial intelligence
Large scale systems
Neural networks
Data storage equipment
Reductionism
2017
8 Citaties (Scopus)
3 Downloads (Pure)

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, blz. 37-42 6 blz. 7839559

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

Hyperparameters
Parameter Tuning
Decision trees
Decision tree
Proof by induction
2016
6 Citaties (Scopus)
2 Downloads (Pure)

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, blz. 99-104 6 blz. 7406336

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

Scalability
Information technology
Industry
Big data
Business process
12 Citaties (Scopus)

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. (redactie). Dordrecht: Springer, blz. 126-139 14 blz. (Lecture Notes in Business Information Processing; vol. 256).

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

Deviation
Diagnostics
Model
Business Process
Process Model
6 Downloads (Pure)

Discovering Interacting Artifacts from ERP Systems (Extended Abstract)

Fahland, D., Lu, X., Nagelkerke, M. Q. L. & van de Wiel, D., 3 okt 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. (redactie). Aachen: RWTH Aachen, blz. 5-8 4 blz. (CEUR Workshop Proceedings; vol. 1701).

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

Enterprise resource planning
Life cycle
Industry
12 Citaties (Scopus)
95 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, blz. 90-107 18 blz. (Lecture Notes in Computer Science; vol. 9850).

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

Open Access
Bestand
Refining
Labels
Labeling
Rendering
Preprocessing
9 Citaties (Scopus)
1 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, blz. 1003-1008 6 blz. 7373426

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

Classifiers
Data mining
Experiments
3 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. blz. 1-8

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

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. (redactie). Berlin: Springer, blz. 180-188 (Lecture Notes in Computer Science; vol. 9253).

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

Explosions
Throughput
20 Citaties (Scopus)
1 Downloads (Pure)

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. (redactie). Dordrecht: Springer, blz. 163-171 (Lecture Notes in Computer Science; vol. 9253).

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

Inductive logic programming (ILP)
Linear programming
Industry
12 Citaties (Scopus)
5 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, blz. 1-5

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

Testing
Software design
Information technology
Specifications
12 Citaties (Scopus)
1 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. (redactie). blz. 35-39 (CEUR Workshop Proceedings; vol. 1418).

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

Industry

Case study on bagging stable classifiers for data streams

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

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

Classifiers
Data mining
Decision trees
5 Citaties (Scopus)
1 Downloads (Pure)

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, blz. 7-12

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

Combinatorial optimization
Concretes
Predictive analytics
8 Citaties (Scopus)
11 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. (redactie). Berlin: Springer, blz. 110-134 (Lecture Notes in Business Information Processing; vol. 203).

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

Education
Students
Petri nets
Drilling
Processing
5 Citaties (Scopus)

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. (redactie). Dordrecht: Springer, blz. 105-117 (Lecture Notes in Business Information Processing; vol. 202).

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

Industry
24 Citaties (Scopus)
2 Downloads (Pure)

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. (redactie). Dordrecht: Springer, blz. 75-88 (Lecture Notes in Business Information Processing; vol. 202).

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

Industry
Uncertainty
21 Citaties (Scopus)
6 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, blz. 293-296

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

Learning systems
Cardiology
Intensive care units
Blood pressure
Electrocardiography
8 Citaties (Scopus)
462 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, blz. 1-16

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

Open Access
Bestand
Industry
Digital libraries
15 Citaties (Scopus)

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, blz. 1-8 8 blz.

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

Tuning
Learning systems
Classifiers
Costs
Experiments
1 Downloads (Pure)

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. (redactie). Berlin: Springer, blz. 50-61 (Lecture Notes in Computer Science; vol. 9449).

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

Linguistics
Macros
Experiments
Testing
3 Citaties (Scopus)
2 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. (redactie). Berlin: Springer, blz. 108-115 (Lecture Notes in Computer Science; vol. 9381).

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

Industry
Specifications
8 Citaties (Scopus)

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. (redactie). Berlin: Springer, blz. 235-247 (Lecture notes in business information processing (LNBIP); vol. 202).

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

Flow control
Information systems
8 Citaties (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. (redactie). Berlin: Springer, blz. 291-303 12 blz. (Lecture Notes in Business Information Processing; vol. 202).

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

Open Access
Miners
9 Citaties (Scopus)
9 Downloads (Pure)

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. (redactie). blz. 80-84 (CEUR Workshop Proceedings; vol. 1418).

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

Distributed computer systems
Scalability
Industry
Big data
40 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 . blz. 73 1 blz.

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

Open Access
Bestand

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. (redactie). Springer, blz. 281-284 (Lecture Notes in Computer Science; vol. 9286).

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

Data warehouses
Information services
Taxation
Cleaning
Uncertainty
9 Citaties (Scopus)
4 Downloads (Pure)

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. (redactie). Aachen: CEUR-WS.org, blz. 47-61 (CEUR Workshop Proceedings; vol. 1371).

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

Linear programming
Petri nets
4 Citaties (Scopus)

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. (redactie). Springer, blz. 3-18 (Lecture Notes in Computer Science; vol. 9253).

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

Industry
Innovation
Experiments
5 Citaties (Scopus)
6 Downloads (Pure)

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. (redactie). blz. 85-89 (CEUR Workshop Proceedings; vol. 1418).

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

Petri nets
Data mining
Industry
84 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. (redactie). Aachen: CEUR-WS.org, blz. 97-104 (CEUR Workshop Proceedings; vol. 1367).

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

Open Access
Bestand
Planning
Industry
Scheduling
Personnel
24 Citaties (Scopus)
48 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. (redactie). Berlin: Springer, blz. 102-116 (Lecture Notes in Business Information Processing; vol. 214).

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

Processing
Sales
3 Citaties (Scopus)

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. (redactie). Berlin: Springer, blz. 89-95 (Lecture Notes in Business Information Processing; vol. 202).

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

Monitoring
Compliance
Internet
15 Citaties (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. (redactie). Berlin: Springer, blz. 3-18 (Lecture Notes in Business Information Processing; vol. 214).

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

Industry
69 Citaties (Scopus)
2 Downloads (Pure)

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. (redactie). Berlin: Springer, blz. 297-313 15 blz. (Lecture Notes in Computer Science; vol. 9097).

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

Open Access
Purchasing
Industry
Information systems
Compliance
4 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. (redactie). Berlin: Springer, blz. 582-585 (Lecture Notes in Business Information Processing; vol. 202).

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

Semantics
25 Citaties (Scopus)
7 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. (redactie). Berlin: Springer, blz. 367-385 (Lecture Notes in Computer Science; vol. 9253).

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

Data structures
12 Citaties (Scopus)
7 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. (redactie). Aachen: CEUR-WS.org, blz. 169-176 (CEUR Workshop Proceedings; vol. 1367).

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

Information management
Data storage equipment
Program processors
Data structures
Industry
26 Citaties (Scopus)
3 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. (redactie). Berlin: Springer, blz. 85-101 (Lecture Notes in Business Information Processing; vol. 214).

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

Scalability
Acoustic waves
Big data
34 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. blz. 1-4 4 blz. (JMLR Workshop and Conference Proceedings; vol. 41).

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Open Access
Bestand
10 Citaties (Scopus)

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, blz. 1-8 8 blz.

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

Support vector machines
Learning systems
Costs
Neural networks
8 Citaties (Scopus)
2 Downloads (Pure)

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. (redactie). Aachen: CEUR-WS.org, blz. 33-40 (CEUR Workshop Proceedings; vol. 1367).

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

Visualization
Forms (concrete)
Human computer interaction
Information systems
Concretes
1 Citaat (Scopus)
63 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. (redactie). Cham: Springer, blz. XIX-XXI 3 blz.

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Open Access
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1 Citaat (Scopus)
1 Downloads (Pure)

Who are my ancestors? : retrieving family relationships from historical texts

Efremova, I., Montes Garcia, A., Bolt Iriondo, A. J. & Calders, T. G. K., 2015, Information Retrieval: 9th Russian Summer School, RuSSIR 2015, Saint Petersburg, Russia, August 24-28, 2015, Revised Selected Papers. Braslavski, P., Markov, I., Pardalos, P., Volkovich, Y., Ignatov, D. I., Koltsov, S. & Koltsova, O. (redactie). Berlin: Springer, blz. 121-129 (Communications in Computer and Information Science ; vol. 573).

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review