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2016

Anticipating habit formation: a psychological computing approach to behavior change support

Zhang, C., van Wissen, A., Lakens, D., Vanschoren, J., Ruyter, de, B. E. R. & IJsselsteijn, W. A., 2016, Proceedings of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing: Adjunct. New York: Association for Computing Machinery, Inc, p. 1247-1254

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

1 Citation (Scopus)
2 Downloads (Pure)

Application of horizontal visibility graph as a robust measure of neurophysiological signals synchrony

Ahmadi, N. & Pechenizkiy, M., 2016, 2016 IEEE 29th International Symposium on Computer-Based Medical Systems (CBMS), 20-24 June 2016, Dublin, Ireland and Belfast, Northern Ireland. Piscataway: Institute of Electrical and Electronics Engineers, p. 273-278

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

5 Citations (Scopus)
1 Downloads (Pure)

A robust density-based clustering algorithm for multi-manifold structure

Zhang, J., Pechenizkiy, M., Pei, Y. & Efremova, J., 2016, The 31st ACM/SIGAPP Symposium on Applied Computing (SAC 2016), DM Track, 4-8 April 2016, Pisa, Italy. New York: Association for Computing Machinery, Inc, p. 832-838 7 p.

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

4 Citations (Scopus)
2 Downloads (Pure)

Clustering time series under the Fréchet distance

Driemel, A., Krivosija, A. & Sohler, C., 2016, 27th Annual ACM-SIAM Symposium on Discrete Algorithms, SODA 2016. Association for Computing Machinery, Inc, Vol. 2. p. 766-785 20 p.

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

13 Citations (Scopus)
4 Downloads (Pure)

DOBRO : a prediction error correcting robot under drifts

Maslov, A., Lam, H. T., Pechenizkiy, M., Bouillet, E. & Kärkkäinen, T., 2016, SAC '16 Proceedings of the 31st Annual ACM Symposium on Applied Computing, 4-8 April 2016, Pisa, Italy. New York: Association for Computing Machinery, Inc, p. 945-948 4 p.

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

Explaining soccer match outcomes with goal scoring opportunities predictive analytics

Eggels, H., van Elk, R. & Pechenizkiy, M., 2016, Proceedings of the Workshop on Machine Learning and Data Mining for Sports Analytics 2016 co-located with the 2016 European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML/PKDD 2016). CEUR-WS.org, 10 p. (CEUR Workshop Proceedings; vol. 1842).

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

Open Access
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4 Citations (Scopus)
34 Downloads (Pure)

Finding incident-related social media messages for emergency awareness

Nieuwenhuijse, A., Bakker, J. & Pechenizkiy, M., 2016, Machine Learning and Knowledge Discovery in Databases: European Conference, ECML PKDD 2016, Riva del Garda, Italy, September 19-23, 2016, Proceedings, Part III. Berendt, B., Bringmann, B., Fromont, E., Garriga, G., Miettinen, P., Tatti, N. & Tresp, V. (eds.). Dordrecht: Springer, p. 67-70 4 p.

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

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)

Modelling recurrent events for improving online change detection

Maslov, A., Pechenizkiy, M., Žliobaite, I. & Kärkkäinen, T., 2016, 2016 SIAM International Conference on Data Mining (SDM16), 5-7 May 2016, Maimi, Florida. s.l.: Society for Industrial and Applied Mathematics (SIAM), p. 549-557

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

2 Citations (Scopus)

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)

On structure preserving sampling and approximate partitioning of graphs

van Heeswijk, W., Fletcher, G. H. L. & Pechenizkiy, M., 2016, SAC '16 Proceedings of the 31st Annual ACM Symposium on Applied Computing, 4-8 April 2016, Pisa, Italy. New York: Association for Computing Machinery, Inc, p. 875-882

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

3 Citations (Scopus)
3 Downloads (Pure)

Structural measures of clustering quality on graph samples

Zhang, J., Fletcher, G. H. L., Pei, Y. & Pechenizkiy, M., 2016, 2016 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM). Piscataway: Institute of Electrical and Electronics Engineers, p. 345-348

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

7 Citations (Scopus)
2 Downloads (Pure)

WiBAF into a CMS: personalization in learning environments made easy

Montes Garcia, A., Stash, N., Fabri, M., De Bra, P., Fletcher, G. H. L. & Pechenizkiy, M., 2016, UMAP 2016 Extended Proceedings. Late-breaking Results, Posters, Demos, Doctoral Consortium and Workshops Proceedings of the 24th ACM Conference on User Modeling, Adaptation and Personalisation (UMAP 2016), Halifax, Canada, July 13-16, 2016. Cena, F., Desmarais, M., Dicheva, D. & Zhang, J. (eds.). CEUR-WS.org, p. 57-62 (CEUR Workshop Proceedings; vol. 1618).

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

5 Downloads (Pure)
2015

Algorithm selection via meta-learning and sample-based active testing

Abdulrahman, S. M., Brazdil, P., van Rijn, J. N. & Vanschoren, J., 2015, International Workshop on Meta-Learning and Algorithm Selection (MetaSel 2015, Porto, Portugal September 7, 2015; co-located with ECMLPKDD 2015). Vanschoren, J., Brazdil, P., Giraud-Carrier, C. & Kotthoff, L. (eds.). CEUR-WS.org, p. 55-66 (CEUR Workshop Proceedings; vol. 1455).

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

6 Citations (Scopus)
2 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

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)

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

17 Citations (Scopus)

Ethics and privacy in EDM

Gasevic, D., Martin, T., Pardos, Z., Pechenizkiy, M., Stamper, J. & Zaiane, O., 2015, Proceedings of the 8th International Conference on Educational Data Mining, 26-29 June 2015, Madrid, Spain.

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademic

Fast algorithm selection using learning curves

Rijn, van, J. N., Abdulrahman, S. M., Brazdil, P. & Vanschoren, J., 2015, Advances in Intelligent Data Analysis XIV (14th International Symposium, IDA 2015, Saint Etienne, France, October 22-24, 2015). Fromont, E., De Bie, T. & Leeuwen, van, M. (eds.). Dordrecht: Springer, p. 298-309 (Lecture Notes in Computer Science; vol. 9385).

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

20 Citations (Scopus)
1 Downloads (Pure)

Grand challenges for EDM and related research areas

Baker, R., Brusilovsky, P., Gasevic, D., Heffernan, N. T., Pechenizkiy, M. & Wise, A., 2015, 2015 SIAM International Conference on Data Mining (ICEDM 2015), 15-7 May 2015, Maimi, Florida.

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademic

Hippocrates : a context-aware, collaboration enabling search tool

Aravanis, G., Bucur, A. I. D. & Pechenizkiy, M., 2015, 2015 IEEE 28th International Symposium on Computer-Based Medical Systems (CBMS'15, São Carlos, Brazil, June 22-25, 2015). Brussels: IEEE Computer Society, p. 320-325

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

1 Citation (Scopus)

Meta-learning recommendation of default hyper-parameter values for SVMs in classification tasks

Gomes Mantovani, R., Rossi, A. L. D., Vanschoren, J. & Carvalho, A. C. P. L. F., 2015, International Workshop on Meta-Learning and Algorithm Selection (MetaSel 2015, Porto, Portugal September 7, 2015; co-located with ECMLPKDD 2015). Vanschoren, J., Brazdil, P., Giraud-Carrier, C. & Kotthoff, L. (eds.). CEUR-WS.org, p. 80-92 (CEUR Workshop Proceedings; vol. 1455).

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

3 Citations (Scopus)

OpenML : a networked science platform for machine learning

Vanschoren, J., van Rijn, J. N., Bischl, B. & Casalicchio, G., 2015, 2015 ICML Workshop on Machine Learning Open Source Software (MLOSS 2015), 10 Juli 2015, Lille, France. p. 1-3

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

Open Access
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150 Downloads (Pure)

Predictive analytics on evolving data streams anticipating and adapting to changes in known and unknown contexts

Pechenizkiy, M., 2015, 2015 International Conference on High Performance Computing & Simulation (HPCS'15, Amsterdam, The Netherlands, July 20-24, 2015). Piscataway: Institute of Electrical and Electronics Engineers, p. 658-659

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

1 Downloads (Pure)

Sharing RapidMiner workflows and experiments with OpenML

Rijn, van, J. N. & Vanschoren, J., 2015, International Workshop on Meta-Learning and Algorithm Selection (MetaSel 2015, Porto, Portugal September 7, 2015; co-located with ECMLPKDD 2015). Vanschoren, J., Brazdil, P., Giraud-Carrier, C. & Kotthoff, L. (eds.). CEUR-WS.org, p. 93-103 (CEUR Workshop Proceedings; vol. 1455).

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

1 Citation (Scopus)
1 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
File
37 Downloads (Pure)

The influence of dataset size on the performance of cell outage detection approach in LTE-A networks

Chernov, S., Pechenizkiy, M. & Ristaniemi, T., 2015, 10th International Conference on Information, Communications and Signal Processing, ICICS 2015, 2-4 December 2015, Singapore. Piscataway: Institute of Electrical and Electronics Engineers, p. 1-5 5 p.

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

3 Citations (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, p. 1-8 8 p.

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

14 Citations (Scopus)

Towards a collaborative platform for advanced meta-learning in healthcare predictive analytics (Extended abstract)

Vukicevic, M., Radovanovic, S., Vanschoren, J., Napolitano, G. & Delibasic, B., 2015, International Workshop on Meta-Learning and Algorithm Selection (MetaSel 2015, Porto, Portugal September 7, 2015; co-located with ECMLPKDD 2015). Vanschoren, J., Brazdil, P., Giraud-Carrier, C. & Kotthoff, L. (eds.). CEUR-WS.org, p. 112-114 (CEUR Workshop Proceedings; vol. 1455).

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

3 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)
69 Downloads (Pure)

Who is more positive in private? : analyzing sentiment differences across privacy levels and demographic factors in Facebook chats and posts

Gao, B., Berendt, B. & Vanschoren, J., 2015, 2015 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM), 25-28 August 2015, Paris, France. Piscataway: Institute of Electrical and Electronics Engineers, p. 605-610 6 p.

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

6 Citations (Scopus)
2014

A DSL based on CSS for hypertext adaptation

Montes Garcia, A., De Bra, P. M. E., Fletcher, G. H. L. & Pechenizkiy, M., 2014, 25th ACM Conference on Hypertext and Social Media (HT'14, Santiago, Chile, September 1-4, 2014). New York NY: Association for Computing Machinery, Inc, p. 313-315

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

5 Citations (Scopus)
2 Downloads (Pure)

Algorithm selection on data streams

Rijn, van, J. R., Holmes, G., Pfahringer, B. & Vanschoren, J., 2014, Discovery Science (17th International Conference, DS 2014, Bled, Slovenia, October 8-10, 2014. Proceedings). Dzeroski, S., Panov, P., Kocev, D. & Todorovski, L. (eds.). Heidelberg: Springer, p. 325-336 (Lecture Notes in Computer Science; vol. 8777).

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

21 Citations (Scopus)

Applying learning to rank techniques to contextual suggestions

Kiseleva, Y., Montes Garcia, A., Luo, Y., Kamps, J., Pechenizkiy, M. & De Bra, P., 2014, Text REtrieval Conference.

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

Computing the Fréchet distance with shortcuts is NP-hard

Buchin, M., Driemel, A. & Speckmann, B., 2014, 30th ACM Symposium on Computational Geometry (SoCG, Kyoto, Japan, June 8-11, 2014). New York NY: Association for Computing Machinery, Inc, p. 367-376

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

Open Access
File
10 Citations (Scopus)
73 Downloads (Pure)

Hunting the unknown: White-box database leakage detection

Costante, E., Hartog, den, J. I., Petkovic, M., Etalle, S. & Pechenizkiy, M., 2014, Data and Applications Security and Privacy XXVIII (28th Annual IFIP WG 11.3 Working Conference, DBSec 2014, Vienna, Austria, July 14-16, 2014). Atluri, V. & Pernul, G. (eds.). Springer, p. 243-259 (Lecture Notes in Computer Science; vol. 8566).

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

10 Citations (Scopus)
5 Downloads (Pure)

Predicting current user intent with contextual Markov models

Kiseleva, J., Hoang, T. L., Pechenizkiy, M. & Calders, T. G. K., 2014, Sixth International Workshop on Domain-Driven Data Mining (DDDM'13, Dallas TX, USA, December 7, 2013; in conjunction with ICDM'13). Jiang, F. (ed.). IEEE Computer Society, p. 391-398

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

13 Citations (Scopus)

Towards meta-learning over data streams (abstract)

van Rijn, J. N., Holmes, G., Pfahringer, B. & Vanschoren, J., 2014, Meta-Learning and Algorithm Selection (MetaSel 2014, Prague, Czech Republic, August 19, 2014; co-located with ECAI 2014). Vanschoren, J., Soares, C. & Kotthoff, L. (eds.). CEUR-WS.org, p. 37-38 (CEUR Workshop Proceedings; vol. 1201).

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademic

Towards the stress analytics framework: Managing, mining, and visualizing multi-modal data for stress awareness

Kurniawan, H. & Pechenizkiy, M., 2014, 27th International Symposium on Computer-Based Medical Systems (CMBS'14, New York NY, USA, May 27-29, 2014). IEEE Computer Society, p. 541-542

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

2 Downloads (Pure)
2013

ACLAC : an approach for adaptive closed-loop anesthesia control

Marrero, A., Mendez, J. A., Maslov, A. & Pechenizkiy, M., 2013, Proceedings of the 26th IEEE Conference on Computer-Based Medical Systems (CBMS 2013, Porto, Portugal, June 20-22, 2013). Rodrigues, P. P., Pechenizkiy, M. & Gama, J. (eds.). Piscataway: IEEE Computer Society, p. 285-290

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

3 Citations (Scopus)

Cross-lingual polarity detection with machine translation

Demirtaş, E. & Pechenizkiy, M., 2013, Proceedings of the Second International Workshop on Issues of Sentiment Discovery and Opinion Mining (WISDOM'13, Chicago IL, USA, August 11, 2013; in conjunction with SIGKDD'13). New York NY: Association for Computing Machinery, Inc, p. 9/1-8

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

23 Citations (Scopus)
1 Downloads (Pure)

Discovering temporal hidden contexts in web sessions for user trail prediction

Kiseleva, Y., Hoang, T. L., Pechenizkiy, M. & Calders, T. G. K., 2013, 22nd International Conference on World Wide Web Companion (WWW '13 Companion, Rio de Janeiro, Brazil, May 13-17, 2013). New York NY: Association for Computing Machinery, Inc, p. 1067-1074

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

9 Citations (Scopus)

Instantaneous video quality assessment for lightweight devices

Liotta, A., Mocanu, D. C., Menkovski, V., Cagnetta, L. & Exarchakos, G., 2013, Proceedings of the International Conference on Advances in Mobile Computing & Multimedia (MoMM2013),2-4 December 2013, Vienna, Austria. Association for Computing Machinery, Inc

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

9 Citations (Scopus)
4 Downloads (Pure)

Intelligent control for adaptive video streaming

Menkovski, V. & Liotta, A., 2013, Proceedings of the International Conference on Consumer Electronics, January 11-14, 2013, Las Vegas, Nevada. Piscataway: Institute of Electrical and Electronics Engineers, p. 127-128

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

28 Citations (Scopus)

RBEM : a rule based approach to polarity detection

Tromp, E. & Pechenizkiy, M., 2013, Proceedings of the Second International Workshop on Issues of Sentiment Discovery and Opinion Mining (WISDOM'13, Chicago IL, USA, August 11, 2013; in conjunction with SIGKDD'13). New York NY: Association for Computing Machinery, Inc, p. 8/1-9

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

4 Citations (Scopus)

Stress detection from speech and galvanic skin response signals

Kurniawan, H., Maslov, A. & Pechenizkiy, 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. 209-214

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

67 Citations (Scopus)
1 Downloads (Pure)
2012

Adaptive hypermedia systems analysis approach by means of the GAF framework

Knutov, E., De Bra, P. & Pechenizkiy, M., 2012, Proceedings of 2nd International Workshop on Dynamic and Adaptive Hypertext (DAH'2011, Eindhoven, The Netherlands, June 6, 2011). Pechenizkiy, M., Knutov, E., Yudelson, M., Abel, F., Houben, G. J. P. M. & Herder, E. (eds.). Aachen: CEUR-WS.org, p. 41-46 6 p. (CEUR Workshop Proceedings; vol. 823).

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

Open Access
File
26 Downloads (Pure)

CurriM : Curriculum mining

Pechenizkiy, M., Trcka, N., De Bra, P. M. E. & Toledo, P. A., 2012, Proceedings of the 5th International Conference on Educational Data Mining, EDM 2012 2012. Yacef, K., Zaiane, O. R., Hershkovitz, A. & Yudelson, M. (eds.). International Educational Data Mining Society (IEDMS), p. 216-217

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

7 Citations (Scopus)
1 Downloads (Pure)

Mobile sentiment analysis

Chambers, L., Tromp, E., Pechenizkiy, M. & Gaber, M. M., 2012, Advances in Knowledge-Based and Intelligent Information and Engineering Systems (16th Annual KES Conference, San Sebastian, Spain, September 10-12, 2012). Graña, M., Toro, C., Posada, J., Howlett, R. J. & Jain, L. C. (eds.). IOS Press, p. 470-479 (Frontiers in Artificial Intelligence and Applications; vol. 243).

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

1 Citation (Scopus)

Predicting multi-class customer profiles based on transactions : a case study in food sales

Apeh, E., Zliobaite, I., Pechenizkiy, M. & Gabrys, B., 2012, Proceedings of the 32nd Annual International Conference of the British Computer Society's Specialist Group on Artificial Intelligence (SGAI'12). Bramer, M. & Petridis, M. (eds.). London: Springer, p. 213-218 (Research and Development in Intelligent Systems; vol. XXIX).

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

2 Citations (Scopus)
1 Downloads (Pure)