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2019

Anomaly detection for visual quality control of 3D-printed products

Tonnaer, L., Li, J., Osin, V., Holenderski, M. & Menkovski, V., 1 Jul 2019, 2019 International Joint Conference on Neural Networks, IJCNN 2019. Piscataway: Institute of Electrical and Electronics Engineers, 8 p. 8852372

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

2 Downloads (Pure)

Bias disparity in collaborative recommendation: algorithmic evaluation and comparison

Mansoury, M., Mobasher, B., Burke, R. & Pechenizkiy, M., 1 Jan 2019, Proceedings of the Workshop on Recommendation in Multi-stakeholder Environments co-located with the 13th ACM Conference on Recommender Systems (RecSys 2019). Burke, R., Abdollahpouri, H. & Malthouse, E. (eds.). CEUR-WS.org, 7 p. 6. (CEUR Workshop Proceedings; vol. 2440).

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

Open Access
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40 Downloads (Pure)

Evolutionary construction of convolutional neural networks

van Knippenberg, M. S., Menkovski, V. & Consoli, S., Feb 2019, Machine Learning, Optimization, and Data Science - 4th International Conference, LOD 2018, Revised Selected Papers. Nicosia, G., Giuffrida, G., Nicosia, G., Pardalos, P., Sciacca, V. & Umeton, R. (eds.). Cham: Springer, p. 293-304 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11331 LNCS).

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

5 Downloads (Pure)

Klcluster: center-based clustering of trajectories

Buchin, K. A., Driemel, A., van de L'Isle, N. A. F. & Nusser, A., 5 Nov 2019, 27th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, ACM SIGSPATIAL GIS 2019. Banaei-Kashani, F., Trajcevski, G., Guting, R. H., Kulik, L. & Newsam, S. (eds.). New York: Association for Computing Machinery, Inc, p. 496-499 4 p.

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
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18 Downloads (Pure)

Micro-expression detection in long videos using optical flow and recurrent neural networks

Verburg, M. & Menkovski, V., 1 May 2019, 14th IEEE International Conference on Automatic Face and Gesture Recognition, FG 2019. Piscataway: Institute of Electrical and Electronics Engineers, 6 p. 8756588

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

1 Citation (Scopus)
1 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
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7 Downloads (Pure)

Stampnet: unsupervised multi-class object discovery

Visser, J., Corbetta, A., Menkovski, V. & Toschi, F., Sep 2019, 2019 IEEE International Conference on Image Processing, ICIP 2019 - Proceedings. Piscataway: Institute of Electrical and Electronics Engineers, p. 2951-2955 5 p. 8803767

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

1 Citation (Scopus)
2018

Clustering-structure representative sampling from graph streams

Zhang, J., Zhu, K., Pei, Y., Fletcher, G. & Pechenizkiy, M., 1 Jan 2018, Complex Networks and Their Applications VI : Proceedings of Complex Networks 2017 (The 6th International Conference on Complex Networks and Their Applications). Cherifi, C., Cherifi, H., Karsai, M. & Musulesi, M. (eds.). Dordrecht: Springer, p. 265-277 13 p. (Studies in Computational Intelligence; vol. 689).

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

2 Citations (Scopus)
1 Downloads (Pure)

Data augmentation using conditional generative adversarial networks for leaf counting in arabidopsis plants

Zhu, Y., Aoun, M., Krijn, M. P. C. M. & Vanschoren, J., Aug 2018, British Machine Vision Conference: Workshop on Computer Vision Problems in Plant Phenotyping. 11 p.

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

1 Downloads (Pure)

Deep metric learning for sequential data using approximate information

Thaler, S., Menkovski, V. & Petkovic, M., 8 Jul 2018, Machine Learning and Data Mining in Pattern Recognition - 14th International Conference, MLDM 2018, Proceedings. Perner, P. (ed.). Cham: Springer, p. 269-282 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10934 LNAI).

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

1 Citation (Scopus)
2 Downloads (Pure)

DyNMF: Role analytics in dynamic social networks

Pei, Y., Zhang, J., Fletcher, G. & Pechenizkiy, M., 1 Jan 2018, Proceedings of the 27th International Joint Conference on Artificial Intelligence, IJCAI 2018. Lang, J. (ed.). California: International Joint Conferences on Artificial Intelligence, p. 3818-3824 7 p.

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

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

ELBA: Exceptional Learning Behavior Analysis

Du, X., Duivesteijn, W., Klabbers, M. D. & Pechenizkiy, M., 2018, Proceedings of the 11th International Conference on Educational Data Mining, EDM 2018. p. 312-318

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

Open Access
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21 Downloads (Pure)

Finding predictive EEG complexity features for classification of epileptic and psychogenic nonepileptic seizures using imperialist competitive algorithm

Ahmadi, N., Carrette, E., Aldenkamp, A. P. & Pechenizkiy, M., 20 Jul 2018, Proceedings - 31st IEEE International Symposium on Computer-Based Medical Systems, CBMS 2018. Piscataway: Institute of Electrical and Electronics Engineers, p. 164-169 6 p.

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

Open Access
File
1 Citation (Scopus)
69 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, p. 569-576 8 p.

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

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

Multi-strategy differential evolution

Yaman, A., Iacca, G., Coler, M., Fletcher, G. H. L. & Pechenizkiy, M., 4 Mar 2018, Applications of Evolutionary Computation: 21st International Conference, EvoApplications 2018, Parma, Italy, April 4-6, 2018, Proceedings. Sim, K. & Kaufmann, P. (eds.). Dordrecht: Springer, p. 617-633 17 p. (LNCS; vol. 10784).

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

2 Citations (Scopus)
1 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
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3 Citations (Scopus)
95 Downloads (Pure)

On the complexity of range searching among curves

Afshani, P. & Driemel, A., 1 Jan 2018, 29th Annual ACM-SIAM Symposium on Discrete Algorithms, SODA 2018. Association for Computing Machinery, Inc, p. 898-917 20 p.

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

Open Access
5 Citations (Scopus)

Probabilistic embeddings of the Fréchet distance

Driemel, A. & Krivošija, A., 29 Nov 2018, Approximation and Online Algorithms - 16th International Workshop, WAOA 2018, Revised Selected Papers. Epstein, L. & Erlebach, T. (eds.). Cham: Springer, p. 218-237 20 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11312 LNCS).

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

Shunting trains with deep reinforcement learning

Peer, E., Zhang, Y., Menkovski, V., Lee, W-J. & Huisman, B., 2018, 30th Benelux Conference on Artificial Intelligence. Atzmueller, M. & Duivesteijn, W. (eds.). p. 175-176 2 p.

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

2 Downloads (Pure)

Shunting trains with deep reinforcement learning

Peer, E., Menkovski, V., Zhang, Y. & Lee, W-J., 2018, 2018 IEEE International Conference on Systems, Man, and Cybernetics (SMC) . IEEE-SMC, p. 3063-3068 6 p. 8616516

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

Open Access
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5 Citations (Scopus)
283 Downloads (Pure)

Subjectively interesting subgroup discovery on real-valued targets

Lijffijt, J., Kang, B., Duivesteijn, W., Puolamäki, K., Oikarinen, E. & de Bie, T., 24 Oct 2018, Proceedings of the 34th IEEE International Conference on Data Engineering (ICDE 2018). Piscataway: Institute of Electrical and Electronics Engineers, p. 1352-1355 4 p. 8509369

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

1 Citation (Scopus)

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)

Tink: a temporal graph analytics library for Apache Flink

Fletcher, G. H. L., Pechenizkiy, M., Pei, Y. & Lightenberg, W., 2018, 27th International Conference on World Wide Web (WWW). Association for Computing Machinery, Inc, p. 71-72 2 p.

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

Open Access
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15 Downloads (Pure)

Understanding anatomy classification through attentive response maps

Kumar, D., Menkovski, V., Taylor, G. W. & Wong, A., 23 May 2018, 2018 IEEE 15th International Symposium on Biomedical Imaging, ISBI 2018. Piscataway: IEEE Computer Society, p. 1130-1133 4 p.

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

2 Citations (Scopus)
1 Downloads (Pure)
2017

Big IoT data mining for real-time energy disaggregation in buildings

Mocanu, D. C., Mocanu, E., Nguyen, H. P., Gibescu, M. & Liotta, A., 9 Feb 2017, Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics (SMC 2016), 9-12 October 2016, Budapest, Hungary. Piscataway: Institute of Electrical and Electronics Engineers, p. 3765-3769 5 p. 7844820

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

Open Access
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14 Citations (Scopus)
725 Downloads (Pure)

Big IoT data mining for real-time energy disaggregation in buildings (extended abstract)

Mocanu, D. C., Mocanu, E., Nguyen, H. P., Gibescu, M. & Liotta, A., 10 Jun 2017, Benelearn 2017: Proceedings of the Twenty-Sixth Benelux Conference on Machine Learning. Duijvesteijn, W., Pechenizkiy, M., Fletcher, G., Menkovski, V., Postma, E., Vanschoren, J. & van der Putten, P. (eds.). p. 173-174 2 p.

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

Open Access
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91 Downloads (Pure)

BLPA: Bayesian learn-predict-adjust method for online detection of recurrent changepoints

Maslov, A., Pechenizkiy, M., Pei, Y., Zliobaite, I., Shklyaev, A., Karkkainen, T. & Hollmen, J., 30 Jun 2017, 2017 International Joint Conference on Neural Networks (IJCNN), 14-19 May 2017, Anchorage, Arkansas. Piscataway: Institute of Electrical and Electronics Engineers, p. 1916-1923 8 p. 7966085

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

2 Citations (Scopus)

BoostEMM : Transparent boosting using exceptional model mining

van der Zon, S. B., Zeev Ben Mordehay, O., Vrijdag, T. S., van Ipenburg, W., Veldsink, J., Duivesteijn, W. & Pechenizkiy, M., 2017, Proceedings of the Second Workshop on MIning DAta for financial applicationS (MIDAS 2017), 18 September 2017, Skopje, Macedonia . Bordino, I., Caldarelli, G., Fumarola, F., Gullo, F. & Squartini, T. (eds.). p. 5-16 12 p. (CEUR Workshop Proceedings; vol. 1941).

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

Open Access
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17 Downloads (Pure)

Correlating QoE and technical parameters of an SAP system in an enterprise environment

Borchert, K., Hirth, M., Zinner, T. & Mocanu, D. C., 2017, Proceedings of the 28th International Teletraffic Congress (ITC 28), September 12-16, 2016, Würzburg, Germany. Hossfeld, T., Mark, B. L., Chan, G. & Timm-Giel, A. (eds.). Piscataway: Institute of Electrical and Electronics Engineers, p. 34-36 3 p. 7810716

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

6 Citations (Scopus)
2 Downloads (Pure)

Detection of alcoholism based on EEG signals and functional brain network features extraction

Ahmadi, N., Pei, Y. & Pechenizkiy, M., 10 Nov 2017, 2017 IEEE 30th International Symposium on Computer-Based Medical Systems (CBMS), 22-24 June 2017, Thessaloniki, Greece. Bamidis, P. D., Konstantinidis, S. T. & Rodrigues, P. P. (eds.). Piscataway: Institute of Electrical and Electronics Engineers, p. 179-184 6 p. 8104182

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

6 Citations (Scopus)

Effect of lossy networks on stereoscopic 3D-video streams

Torres Vega, M., Perra, C., Mocanu, D. C. & Liotta, A., 20 Jul 2017, IEEE International Symposium on Broadband Multimedia Systems and Broadcasting 2017 (BMSB17), 7-9 June 2017, Cagliari, Italy. Piscataway: Institute of Electrical and Electronics Engineers, p. 1-4 7986181

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

Open Access
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1 Citation (Scopus)
100 Downloads (Pure)

Have it both ways : from A/B testing to A&B testing with exceptional model mining

Duivesteijn, W., Farzami, T., Putman, T., Peer, E., Weerts, H. J. P., Adegeest, J. N., Foks, G. & Pechenizkiy, M., 30 Dec 2017, Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2017, Proceedings. Ceci, M., Dzeroski, S., Malerba, D., Altun, Y., Das, K., Read, J., Zitnik, M., Stefanowski, J. & Mielikäinen, T. (eds.). Cham : Springer, p. 114-126 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10536 LNAI).

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

1 Citation (Scopus)
2 Downloads (Pure)

Health-related rumour detection on Twitter

Sicilia, R., Giudice, S. L., Pei, Y., Pechenizkiy, M. & Soda, P., 15 Dec 2017, Proceedings - 2017 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2017. Institute of Electrical and Electronics Engineers, Vol. 2017-January. p. 1599-1606 8 p.

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

4 Citations (Scopus)

How to capitalise on mobility, proximity and motion analytics to support formal and informal education?

Martinez-Maldonado, R., Echeverria, V., Yacef, K., Dos Santos, A. D. P. & Pechenizkiy, M., 2017, MMLA-CrossLAK 2017. CEUR-WS.org, p. 39-46 8 p. (CEUR Workshop Proceedings; vol. 1828).

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

Open Access
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2 Citations (Scopus)
91 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, p. 37-42 6 p. 7839559

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

8 Citations (Scopus)
3 Downloads (Pure)

Layered TPOT : speeding up tree-based pipeline optimization

Gijsbers, P., Vanschoren, J. & Olson, R., 22 Sep 2017, Proceedings of the International Workshop on Automatic Selection, Configuration and Composition of Machine Learning Algorithms (AutoML 2017), 10 August 2017, Sydney, Australia: Collocated with ECMLPKDD 2017. Brazdil, P., Vanschoren, J., Hutter, F. & Hoos, H. (eds.). CEUR-WS.org, p. 49-68 20 p. (CEUR Workshop Proceedings; vol. 1998).

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

Open Access
File
2 Citations (Scopus)
79 Downloads (Pure)

Locality-sensitive hashing of curves

Driemel, A. & Silvestri, F., 1 Jun 2017, 33rd International Symposium on Computational Geometry, SoCG 2017. Aronov, B. & Katz, M. J. (eds.). Dagstuhl: Schloss Dagstuhl - Leibniz-Zentrum für Informatik, Vol. 77. p. 37:1-37:16 16 p. (Leibniz International Proceedings in Informatics (LIPIcs); vol. 77).

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

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

Modelling embodied mobility teamwork strategies in a simulation-based healthcare classroom

Martinez-Maldonado, R., Buckingham-Shum, S., Pechenizkiy, M., Power, T., Hayes, C. & Axisa, C., 9 Jul 2017, UMAP '17 Proceedings of the 25th Conference on User Modeling, Adaptation and Personalization, 9-12 July 2017, Bratislava, Slovakia. New York: Association for Computing Machinery, Inc, p. 308-312 5 p.

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

2 Citations (Scopus)

Towards a neural language model for signature extraction from forensic logs

Thaler, S. M., Menkovski, V. & Petkovic, M., 1 May 2017, 2017 5th International Symposium on Digital Forensic and Security, ISDFS 2017. Genge, B. & Haller, P. (eds.). Piscataway: Institute of Electrical and Electronics Engineers, 6 p. 7916497

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

4 Citations (Scopus)
1 Downloads (Pure)

Towards proximity tracking and sensemaking for supporting teamwork and learning

Martinez-Maldonado, R., Yacef, K., Dos Santos, A. D. P., Buckingham-Shum, S., Echeverria, V., Santos, O. C. & Pechenizkiy, M., 3 Aug 2017, 2017 IEEE 17th International Conference on Advanced Learning Technologies (ICALT), 3-7 July 2017, Timisoara, Romania. Piscataway: Institute of Electrical and Electronics Engineers, p. 89-91 3 p. 8001727

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

5 Citations (Scopus)

Towards unsupervised signature extraction of forensic logs

Thaler, S. M., Menkovski, V. & Petkovic, M., 2017, Benelearn 2017: Proceedings of the Twenty-Sixth Benelux Conference on Machine Learning, 9-10 June 2017, Technische Universiteit Eindhoven . p. 154 1 p.

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

Unsupervised signature extraction from forensic logs

Thaler, S. M., Menkovski, V. & Petkovic, M., 2017, Machine Learning and Knowledge Discovery in Databases: European Conference, ECML PKDD 2017, Skopje, Macedonia, September 18–22, 2017, Proceedings, Part III. Ceci, M., Dzeroski, S., Malerba, D., Altun, Y., Das, K., Read, J., Zitnik, M., Stefanowski, J. & Mielikäinen, T. (eds.). Dordrecht: Springer, p. 305-316 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10536 LNAI).

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

2 Citations (Scopus)
1 Downloads (Pure)

Weakly supervised training of deep convolutional neural networks for overhead pedestrian localization in depth fields

Corbetta, A., Menkovski, V. & Toschi, F., Aug 2017, 2017 14th IEEE International Conference on Advanced Video and Signal Based Surveillance, AVSS 2017. Piscataway: Institute of Electrical and Electronics Engineers, p. 1-6 8078490

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

1 Downloads (Pure)
2016

Adaptive web-based educational application for autistic students

Montes Garcia, A., Stash, N., Fabri, M., De Bra, P. M. E., Fletcher, G. H. L. & Pechenizkiy, M., 2016, Extended Proceedings of Hypertext 2016, Halifax, Canada. Koidl, K. & Steichen, B. (eds.). American Mathematical Society

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

Open Access
File
2 Citations (Scopus)
53 Downloads (Pure)

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

4 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

12 Citations (Scopus)
3 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