Pattern Recognition and Bioinformatics

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  • 2018

    Effects of sampling skewness of the importance-weighted risk estimator on model selection

    Kouw, W. & Loog, M., 2018, 2018 24th International Conference on Pattern Recognition (ICPR). IEEE, p. 1468-1473 6 p.

    Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

    3 Citations (Scopus)

  • GPU-based stochastic-gradient optimization for non-rigid medical image registration in time-critical applications

    Bhosale, P., Staring, M., Al-Ars, Z. & Berendsen, F. F., 2018, Medical Imaging 2018: Image Processing. Angelini, E. D. & Landman, B. A. (eds.). Bellingham, WA: SPIE, p. 1-8 105740R. (Proceedings of SPIE; vol. 10574).

    Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

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    6 Citations (Scopus)
    78 Downloads (Pure)

  • Gradient descent for gaussian processes variance reduction

    Bottarelli, L. & Loog, M., 2018, Structural, Syntactic, and Statistical Pattern Recognition : Joint IAPR International Workshop, S+SSPR 2018, Proceedings. Bai, X., Hancock, E. R., Ho, T. K., Wilson, R. C., Biggio, B. & Robles-Kelly, A. (eds.). Cham: Springer, p. 160-169 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11004 ).

    Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

    1 Citation (Scopus)

  • Group interaction frontiers in technology

    Murray, G., Hung, H., Keyton, J., Lai, C., Lehmann-Willenbrock, N. & Oertel, C., 2018, Proceedings of the 2018 International Conference on Multimodal Interaction, ICMI '18. New York, NY: Association for Computing Machinery (ACM), p. 660-662 3 p.

    Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

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    3 Citations (Scopus)
    69 Downloads (Pure)

  • Improving temporal interpolation of head and body pose using Gaussian process regression in a matrix completion setting

    Tan, S., Tax, D. M. J. & Hung, H., 2018, Proceedings of the Group Interaction Frontiers in Technology, GIFT 2018. D'Mello, S., Scherer, S. & Georgiou, P. (eds.). New York, NY, USA: Association for Computing Machinery (ACM), 8 p. 3279982

    Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

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    3 Citations (Scopus)
    9 Downloads (Pure)

  • No-Audio Multimodal Speech Detection in Crowded Social Settings task at MediaEval 2018

    Cabrera-Quiros, L., Gedik, E. & Hung, H., 2018, Working Notes Proceedings of the MediaEval 2018 Workshop. Larson, M., Arora, P., Demarty, C-H., Riegler, M., Bischke, B., Dellandrea, E., Lux, M., Porter, A. & Jones, G. J. F. (eds.). p. 1-3 3 p. (CEUR Workshop Proceedings; vol. 2283).

    Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

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    56 Downloads (Pure)

  • Protein remote homology detection using dissimilarity-based multiple instance learning

    Mensi, A., Bicego, M., Lovato, P., Loog, M. & Tax, D. M. J., 2018, Structural, Syntactic, and Statistical Pattern Recognition : Joint IAPR International Workshop, S+SSPR 2018, Proceedings. Bai, X., Hancock, E. R., Ho, T. K., Wilson, R. C., Biggio, B. & Robles-Kelly, A. (eds.). Cham: Springer, p. 119-129 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11004 ).

    Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

    2 Citations (Scopus)

  • Recurrent Knowledge Distillation

    Pintea, S. L., Liu, Y. & van Gemert, J., 2018, 2018 25th IEEE International Conference on Image Processing (ICIP): Proceedings. Piscataway: IEEE, p. 3393-3397 5 p.

    Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

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    2 Citations (Scopus)
    24 Downloads (Pure)

  • Semi-automated Processing of Real-Time CMR Scans for Left Ventricle Segmentation

    Shahzad, R., Fasshauer, M., Lelieveldt, B. P. F., Lotz, J. & van der Geest, R. J., 2018, Biomedical Image Registration - 8th International Workshop, WBIR 2018 - Proceedings. Klein, S., Staring, M., Durrleman, S. & Sommer, S. (eds.). Cham: Springer, p. 57-66 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10883 LNCS).

    Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

  • Shape based classification of seismic building structural types

    Sulzer, R., Nourian, P., Palmieri, M. & van Gemert, J., 2018, International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences: 13th 3D GeoInfo Conference 2018. Arroyo Ohori, K., Labetski, A., Agugiaro, G., Koeva, M. & Stoter, J. (eds.). ISPRS, Vol. XLII-4/W10. p. 179-186

    Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

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    4 Citations (Scopus)
    62 Downloads (Pure)

  • Sight-seeing in the eyes of deep neural networks

    Khademi, S., Shi, X., Mager, T., Siebes, R., Hein, C., De Boer, V. & Van Gemert, J., 2018, Proceedings - IEEE 14th International Conference on eScience, e-Science 2018. Hazeleger, W. (ed.). IEEE, p. 407-408 2 p. 8588744

    Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

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    2 Citations (Scopus)
    43 Downloads (Pure)

  • The I in Team: Mining Personal Social Interaction Routine with Topic Models from Long-Term Team Data

    Zhang, Y., Olenick, J., Chang, C-H., Kozlowski, S. W. J. & Hung, H., 2018, IUI 2018 - Proceedings of the 23rd International Conference on Intelligent User Interfaces. New York, NY: Association for Computing Machinery (ACM), p. 421-426 6 p.

    Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

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    15 Citations (Scopus)
    17 Downloads (Pure)

  • The Pessimistic Limits and Possibilities of Margin-based Losses in Semi-supervised Learning

    Krijthe, J. H. & Loog, M., 2018, NIPS'18: Proceedings of the 32nd International Conference on Neural Information Processing Systems. Bengio, S., Wallach, H. M., Larochelle, H., Grauman, K. & Cesa-Bianchi, N. (eds.). Curran Associates, Inc., p. 1793-1802 10 p.

    Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

    4 Citations (Scopus)

  • Using Topic Models to Mine Everyday Object Usage Routines Through Connected IoT Sensors

    Zhang, Y. & Hung, H., 2018, IOT'18 : Proceedings of the 8th International Conference on the Internet of Things. New York, NY: Association for Computing Machinery (ACM), p. 1-4 4 p. a27

    Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

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    1 Citation (Scopus)
    15 Downloads (Pure)
  • 2019

    Comparative Analysis of Magnetic Resonance Fingerprinting Dictionaries via Dimensionality Reduction

    Dzyubachyk, O., Koolstra, K., Pezzotti, N., Lelieveldt, B., Webb, A. & Börnert, P., 2019, Graph Learning in Medical Imaging : 1st International Workshop, GLMI 2019, held in Conjunction with MICCAI 2019, Proceedings. Zhang, D., Zhou, L., Jie, B. & Liu, M. (eds.). Cham: Springer, p. 44-52 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11849 ).

    Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

    1 Citation (Scopus)

  • Context in Human Emotion Perception for Automatic Affect Detection: A Survey of Audiovisual Databases

    Dudzik, B., Jansen, M. P., Burger, F., Kaptein, F., Broekens, J., Heylen, D. K. J., Hung, H., Neerincx, M. A. & Truong, K. P., 1 Sept 2019, 2019 8th International Conference on Affective Computing and Intelligent Interaction, ACII 2019. Institute of Electrical and Electronics Engineers (IEEE), 7 p. 8925446. (2019 8th International Conference on Affective Computing and Intelligent Interaction, ACII 2019).

    Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

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    18 Citations (Scopus)
    50 Downloads (Pure)

  • Cross Domain Image Matching in Presence of Outliers

    Liu, X., Khademi, S. & van Gemert, J. C., 2019, Proceedings - 2019 International Conference on Computer Vision Workshop, ICCVW 2019. p. 3250-3256 7 p. 9021962. (Proceedings - 2019 International Conference on Computer Vision Workshop, ICCVW 2019).

    Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

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    2 Citations (Scopus)
    57 Downloads (Pure)

  • Cytosplore: Interactive Visual Single-Cell Profiling of the Immune System

    Hollt, T., Pezzotti, N., van Unen, V., Koning, F., Eisemann, E., Lelieveldt, B. & Vilanova, A., 2019, Eurographics 2019 : Dirk Bartz Prize. Bruckner, S. & Steffen, O. J. (eds.). The Eurographics Association, p. 1-4 4 p.

    Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

  • Deep Visual City Recognition Visualization

    Shi, X., Khademi, S. & van Gemert, J., 2019, NCCV 2019 – The Netherlands Conference on Computer Vision. p. 1-6 6 p.

    Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

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    85 Downloads (Pure)

  • Detecting F-formations Roles in Crowded Social Scenes with Wearables: Combining Proxemics Dynamics using LSTMs

    Rosatelli, A., Gedik, E. & Hung, H., 2019, 2019 8th International Conference on Affective Computing and Intelligent Interaction Workshops and Demos (ACIIW). IEEE, p. 147-153 7 p. 8925179

    Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

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    7 Citations (Scopus)
    10 Downloads (Pure)

  • Efficient real-time camera based estimation of heart rate and its variability

    Gudi, A., Bittner, M., Lochmans, R. & van Gemert, J., 2019, Proceedings - 2019 International Conference on Computer Vision Workshop, ICCVW 2019. p. 1570-1579 10 p. 9022193. (Proceedings - 2019 International Conference on Computer Vision Workshop, ICCVW 2019).

    Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

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    22 Citations (Scopus)
    614 Downloads (Pure)

  • Estimating Romantic, Social, and Sexual Attraction by Quantifying Bodily Coordination using Wearable Sensors

    Kapcak, O., Vargas-Quiros, J. & Hung, H., 2019, 2019 8th International Conference on Affective Computing and Intelligent Interaction Workshops and Demos, ACIIW 2019. Institute of Electrical and Electronics Engineers (IEEE), p. 154-160 7 p. 8925137. (2019 8th International Conference on Affective Computing and Intelligent Interaction Workshops and Demos, ACIIW 2019).

    Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

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    8 Citations (Scopus)
    55 Downloads (Pure)

  • Fast Dynamic Perfusion and Angiography Reconstruction Using an End-to-End 3D Convolutional Neural Network

    Yousefi, S., Hirschler, L., van der Plas, M., Elmahdy, M. S., Sokooti, H., van Osch, M. J. P. & Staring, M., 2019, Machine Learning for Medical Image Reconstruction : 2nd International Workshop, MLMIR 2019, held in Conjunction with MICCAI 2019, Proceedings. Knoll, F., Maier, A., Rueckert, D. & Ye, J. C. (eds.). Cham: Springer, Vol. 11905. p. 25-35 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11905 ).

    Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

  • Hand-tremor frequency estimation in videos

    Pintea, S. L., Zheng, J., Li, X., Bank, P. J. M., van Hilten, J. J. & van Gemert, J. C., 2019, Computer Vision : ECCV 2018 Workshops, Proceedings. Leal-Taixé, L. & Roth, S. (eds.). Part VI ed. Cham: Springer, p. 213-228 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11134 LNCS).

    Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

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    6 Citations (Scopus)
    73 Downloads (Pure)

  • LEAFAGE: Example-based and Feature importance-based Explanations for Black-box ML models

    Adhikari, A., Tax, D. M. J., Satta, R. & Faeth, M., 1 Jun 2019, 2019 IEEE International Conference on Fuzzy Systems, FUZZ 2019. Institute of Electrical and Electronics Engineers (IEEE), Vol. 2019-June. 7 p. 8858846

    Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

    20 Citations (Scopus)

  • Learning an MR acquisition-invariant representation using Siamese neural networks

    Kouw, W. M., Loog, M., Bartels, L. W. & Mendrik, A. M., 2019, 2019 IEEE 16th International Symposium on Biomedical Imaging (ISBI 2019) : Proceedings. Danvers: IEEE, p. 364-367 4 p.

    Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

    4 Citations (Scopus)

  • Minimizers of the empirical risk and risk monotonicity

    Loog, M., Viering, T. J. & Mey, A., 2019, Neural Information Processing Systems. 11 p. (Advances in Neural Information Processing Systems).

    Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

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    65 Downloads (Pure)

  • Multimodal data collection for social interaction analysis in-the-wild

    Hung, H., Raman, C., Gedik, E., Tan, S. & Quiros, J. V., 15 Oct 2019, MM 2019 - Proceedings of the 27th ACM International Conference on Multimedia. Association for Computing Machinery (ACM), p. 2714-2715 2 p.

    Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

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    2 Citations (Scopus)
    128 Downloads (Pure)

  • On the Statistical Detection of Adversarial Instances over Encrypted Data

    Sheikhalishahi, M., Nateghizad, M., Martinelli, F., Erkin, Z. & Loog, M., 2019, Security and Trust Management - 15th International Workshop, STM 2019, Proceedings. Mauw, S. & Conti, M. (eds.). Springer, Vol. 11738. p. 71-88 18 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11738 LNCS).

    Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

    2 Citations (Scopus)

  • Panel: Challenges for multimedia/multimodal research in the next decade

    Chang, S. F., Morency, L. P., Hauptmann, A., Bimbo, A. D., Ji, H., Gurrin, C., Smeaton, A. & Hung, H., 15 Oct 2019, MM 2019 - Proceedings of the 27th ACM International Conference on Multimedia. Association for Computing Machinery (ACM), p. 2234-2235 2 p.

    Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

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  • Robust Importance-Weighted Cross-Validation under Sample Selection Bias

    Kouw, W. M., Krijthe, J. H. & Loog, M., 2019, 2019 IEEE 29th International Workshop on Machine Learning for Signal Processing, MLSP 2019. Piscataway: IEEE, p. 1-6 6 p. 8918731. (IEEE International Workshop on Machine Learning for Signal Processing, MLSP; vol. 2019-October).

    Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

    2 Citations (Scopus)

  • Running event visualization using videos from multiple cameras

    Napolean, Y., Wibowo, P. T. & Van Gemert, J. C., 15 Oct 2019, MMSports 2019 - Proceedings of the 2nd International Workshop on Multimedia Content Analysis in Sports, co-located with MM 2019. New York: Association for Computing Machinery (ACM), p. 82-90 9 p. (MMSports 2019 - Proceedings of the 2nd International Workshop on Multimedia Content Analysis in Sports, co-located with MM 2019).

    Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

    5 Citations (Scopus)

  • The Instantaneous Accuracy: A Novel Metric for the Problem of Online Human Behaviour Recognition in Untrimmed Videos

    Baptista Ríos, M., Lopez-Sastre, R. J., Caba Heilbron, F. & van Gemert, J., 2019, Proceedings - 2019 International Conference on Computer Vision Workshop, ICCVW 2019. p. 1282-1284 3 p. 9022054. (Proceedings - 2019 International Conference on Computer Vision Workshop, ICCVW 2019).

    Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

    Open Access
    2 Citations (Scopus)

  • Towards automatic estimation of conversation floors within F-formations

    Raman, C. & Hung, H., 2019, 2019 8th International Conference on Affective Computing and Intelligent Interaction Workshops and Demos, ACIIW 2019. IEEE, p. 175-181 7 p. 8925065. (2019 8th International Conference on Affective Computing and Intelligent Interaction Workshops and Demos, ACIIW 2019).

    Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

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    6 Citations (Scopus)
    15 Downloads (Pure)

  • Using Phase Instead of Optical Flow for Action Recognition

    Hommos, O., Pintea, S. L., Mettes, P. S. M. & van Gemert, J. C., 2019, Computer Vision – ECCV 2018 Workshops, Proceedings. Leal-Taixé, L. & Roth, S. (eds.). part VI ed. Cham: Springer, Vol. 11134. p. 678-691 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11134 LNCS).

    Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

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    4 Citations (Scopus)
    69 Downloads (Pure)

  • ViDeNN: Deep Blind Video Denoising

    Claus, M. & van Gemert, J., 2019, Proceedings - 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2019. p. 1843-1852 10 p. 9025574. (IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops; vol. 2019-June).

    Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

    68 Citations (Scopus)
  • 2020

    A Distribution Dependent and Independent Complexity Analysis of Manifold Regularization

    Mey, A., Viering, T. J. & Loog, M., 2020, Advances in Intelligent Data Analysis XVIII - 18th International Symposium on Intelligent Data Analysis, IDA 2020, Proceedings. Berthold, M. R., Feelders, A. & Krempl, G. (eds.). SpringerOpen, Vol. 12080. p. 326-338 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12080 LNCS).

    Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

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    1 Citation (Scopus)
    46 Downloads (Pure)

  • A Modular Approach for Synchronized Wireless Multimodal Multisensor Data Acquisition in Highly Dynamic Social Settings

    Raman, C. A., Tan, S. & Hung, H. S., 2020, Proceedings of the 28th ACM International Conference on Multimedia . p. 3586–3594 9 p.

    Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

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    3 Citations (Scopus)
    59 Downloads (Pure)

  • Deep Hough-Transform Line Priors

    Lin, Y., Pintea, S. & van Gemert, J. C., 2020, Computer Vision – ECCV 2020 - 16th European Conference, 2020, Proceedings. Vedaldi, A., Bischof, H., Brox, T. & Frahm, J-M. (eds.). European Conference on Computer Vision ECCV 2020: Computer Vision – ECCV 2020: Springer, Vol. 12367. p. 323-340 18 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12367 LNCS).

    Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

    Open Access
    26 Citations (Scopus)

  • Defining and quantifying conversation quality in spontaneous interactions

    Prabhu, N. R., Raman, C. & Hung, H., 2020, ICMI 2020 Companion : Companion Publication of the 2020 International Conference on Multimodal Interaction. New York: Association for Computing Machinery (ACM), p. 196-205 10 p.

    Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

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    6 Citations (Scopus)
    63 Downloads (Pure)

  • Efficiency in Real-time Webcam Gaze Tracking

    Gudi, A., li, X. & van Gemert, J., 2020, Computer Vision – ECCV 2020 Workshops: Proceedings. Bartoli, A. & Fusiello, A. (eds.). 1 ed. Cham: Springer, p. 529 - 543 15 p. (Part of the Lecture Notes in Computer Science book series (LNCS, volume 12535) Also part of the Image Processing, Computer Vision, Pattern Recognition, and Graphics book sub series (LNIP, volume 12535); vol. 12535).

    Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

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    7 Citations (Scopus)
    59 Downloads (Pure)

  • Exploring Personal Memories and Video Content as Context for Facial Behavior in Predictions of Video-Induced Emotions

    Dudzik, B., Broekens, J., Neerincx, M. & Hung, H., 2020, ICMI 2020 - Proceedings of the 2020 International Conference on Multimodal Interaction. New York: Association for Computing Machinery (ACM), p. 153-162 10 p.

    Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

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    3 Citations (Scopus)
    81 Downloads (Pure)

  • Investigating the Influence of Personal Memories on Video-Induced Emotions

    Dudzik, B., Hung, H. S., Neerincx, M. A. & Broekens, J., 2020, Proceedings of the 28th ACM Conference on User Modeling, Adaptation and Personalization. p. 53-61 9 p.

    Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

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    2 Citations (Scopus)
    20 Downloads (Pure)

  • Is Wikipedia succeeding in reducing gender bias? Assessing changes in gender bias in Wikipedia using word embeddings

    Schmahl, K. G., Viering, T. J., Makrodimitris, S., Naseri Jahfari, A., Tax, D. & Loog, M., 1 Nov 2020, Proceedings of the Fourth Workshop on Natural Language Processing and Computational Social Science. Online: Association for Computational Linguistics, p. 94-103 10 p.

    Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

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    440 Downloads (Pure)

  • Making Learners (More) Monotone

    Viering, T. J., Mey, A. & Loog, M., 2020, Advances in Intelligent Data Analysis XVIII - 18th International Symposium on Intelligent Data Analysis, IDA 2020, Proceedings. Berthold, M. R., Feelders, A. & Krempl, G. (eds.). Cham: SpringerOpen, Vol. 12080. p. 535-547 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12080 ).

    Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

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    4 Citations (Scopus)
    41 Downloads (Pure)

  • On translation invariance in CNNs: Convolutional layers can exploit absolute spatial location

    Kayhan, O. S. & van Gemert, J. C., 2020, 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR): Proceedings. O'Conner, L. (ed.). Piscataway: IEEE, p. 14262-14273 12 p.

    Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

    131 Citations (Scopus)

  • PREDICT: Efficient Private Disease Susceptibility Testing in Direct-to-Consumer Model

    Ugwuoke, C., Erkin, Z., Reinders, M. & Lagendijk, R., 2020, CODASPY 2020 - Proceedings of the 10th ACM Conference on Data and Application Security and Privacy. Carminati, B. & Kantarcioglu, M. (eds.). Association for Computing Machinery (ACM), p. 329-340 12 p.

    Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

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  • Top-down networks: A coarse-to-fine reimagination of CNNs

    Lelekas, I., Tömen, N., Pintea, S. L. & van Gemert, J. C., 2020, 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW): Proceedings. O'Conner, L. (ed.). Piscataway: IEEE, p. 3244-3253 10 p. 9151091

    Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

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    1 Citation (Scopus)
    29 Downloads (Pure)

  • Workshop on Interdisciplinary Insights into Group and Team Dynamics

    Hung, H., Murray, G., Varni, G., Lehmann-Willenbrock, N., Gerpott, F. H. & Oertel, C., 2020, ICMI 2020 - Proceedings of the 2020 International Conference on Multimodal Interaction. Association for Computing Machinery (ACM), p. 876-877 2 p. (ICMI 2020 - Proceedings of the 2020 International Conference on Multimodal Interaction).

    Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

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    2 Citations (Scopus)
    13 Downloads (Pure)
  • 2021

    An Alternative Exploitation of Isolation Forests for Outlier Detection

    Mensi, A., Franzoni, A., Tax, D. M. J. & Bicego, M., 2021, Structural, Syntactic, and Statistical Pattern Recognition - Joint IAPR International Workshops, S+SSPR 2020, Proceedings. Torsello, A., Rossi, L., Pelillo, M., Biggio, B. & Robles-Kelly, A. (eds.). Springer, p. 34-44 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12644 LNCS).

    Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

    1 Citation (Scopus)