Graduate School

Research output

Research output per year 1979 2006 2007 2008 2009 2010 2011 2012 2013 2014 2015 2016 2017 2018 2019 2020 2021 2022 2023

• 486364 Citations
• 227 h-index
• 12524 Article
• 1118 Conference contribution
• 459 Review article
• 287 Patent
• 699 More
  • 226 Comment/debate
  • 126 Letter
  • 104 Chapter
  • 90 Editorial
  • 67 Conference article
  • 55 Paper
  • 19 Short survey
  • 9 Foreword/postscript
  • 3 Book

Research output per year

Research output per year

Search results

• 2016

  A better metric in kernel adaptive filtering

  Takeuchi, A., Yukawa, M. & Muller, K., 2016 Nov 28, 2016 24th European Signal Processing Conference, EUSIPCO 2016. European Signal Processing Conference, EUSIPCO, Vol. 2016-November. p. 1578-1582 5 p. 7760514

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Adaptive filtering 100%
  • Hilbert spaces 27%
  • Autocorrelation 22%
  • Adaptive algorithms 21%
  2 Citations (Scopus)

• Accurate 3D head pose estimation under real-world driving conditions: A pilot study

  Breidt, M., Bülthoff, H. H. & Curio, C., 2016 Dec 22, 2016 IEEE 19th International Conference on Intelligent Transportation Systems, ITSC 2016. Institute of Electrical and Electronics Engineers Inc., p. 1261-1268 8 p. 7795719. (IEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Lighting 100%
  • Advanced driver assistance systems 82%
  • Sensors 64%
  • Calibration 47%
  • Cameras 44%
  4 Citations (Scopus)

• Adaptive Super Twisting Controller for a quadrotor UAV

  Rajappa, S., Masone, C., Bulthoff, H. H. & Stegagno, P., 2016 Jun 8, 2016 IEEE International Conference on Robotics and Automation, ICRA 2016. Institute of Electrical and Electronics Engineers Inc., p. 2971-2977 7 p. 7487462. (Proceedings - IEEE International Conference on Robotics and Automation; vol. 2016-June).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Unmanned aerial vehicles (UAV) 100%
  • Controllers 58%
  • Uncertainty 33%
  • Dynamic models 14%
  • Trajectories 12%
  22 Citations (Scopus)

• Advanced Compton imagers: From universal exploration down to earth investigation and medical application

  Lee, W. H., Lee, T. & Lee, H., 2016 Oct 3, 2015 IEEE Nuclear Science Symposium and Medical Imaging Conference, NSS/MIC 2015. Institute of Electrical and Electronics Engineers Inc., 7582261

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Medical applications 100%
  • Image sensors 94%
  • Astrophysics 87%
  • Earth (planet) 74%
  • Gamma rays 74%

• Aggressive maneuver regulation of a quadrotor UAV

  Spedicato, S., Notarstefano, G., Bülthoff, H. H. & Franchi, A., 2016, Robotics Research - 16th International Symposium ISRR. Corke, P. & Inaba, M. (eds.). Springer Verlag, p. 95-112 18 p. (Springer Tracts in Advanced Robotics; vol. 114).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Unmanned aerial vehicles (UAV) 100%
  • Controllers 58%
  • Trajectories 30%
  • Dynamical systems 17%
  • Feedback 13%
  20 Citations (Scopus)

• Analyzing Classifiers: Fisher Vectors and Deep Neural Networks

  Lapuschkin, S., Binder, A., Montavon, G., Muller, K. R. & Samek, W., 2016 Dec 9, Proceedings - 29th IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2016. IEEE Computer Society, p. 2912-2920 9 p. 7780687. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition; vol. 2016-December).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Deep neural networks 100%
  • Classifiers 72%
  • Volatile organic compounds 41%
  • Image classification 36%
  • Defects 23%
  122 Citations (Scopus)

• An empirical suggestion for collaborative learning in motor imagery-based BCIs

  Kang, E. S., Kim, B. C. & Suk, H. I., 2016 Apr 20, 4th International Winter Conference on Brain-Computer Interface, BCI 2016. Institute of Electrical and Electronics Engineers Inc., 7457450. (4th International Winter Conference on Brain-Computer Interface, BCI 2016).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Brain computer interface 100%
  • Information use 14%
  • Brain 10%
  • Calibration 9%
  • Experiments 8%

• Angular resolution enhancement of diffusion MRI data using inter-subject information transfer

  Chen, G., Zhang, P., Li, K., Wee, C. Y., Wu, Y., Shen, D. & Yap, P. T., 2016, Computational Diffusion MRI - MICCAI Workshop, 2015. Rathi, Y., Fuster, A., Ghosh, A., Kaden, E. & Reisert, M. (eds.). Springer Heidelberg, p. 145-157 13 p. (Mathematics and Visualization; vol. none).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Resolution Enhancement 100%
  • Information Transfer 85%
  • Magnetic resonance imaging 57%
  • Distribution functions 56%
  • Distribution Function 46%
  2 Citations (Scopus)

• A phrase-based model to discover hidden factors and hidden topics in recommender systems

  Guan, L., Alam, M. H., Ryu, W. J. & Lee, S-G., 2016, 2016 International Conference on Big Data and Smart Computing, BigComp 2016. Institute of Electrical and Electronics Engineers Inc., p. 337-340 4 p. 7425942. (2016 International Conference on Big Data and Smart Computing, BigComp 2016).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Recommender Systems 100%
  • Recommender systems 76%
  • Rating 29%
  • Factors 26%
  • Topic Model 23%
  2 Citations (Scopus)

• A study on automated segmentation of retinal layers in optical coherence tomography images

  Ngo, L., Yih, G., Ji, S. & Han, J. H., 2016 Apr 20, 4th International Winter Conference on Brain-Computer Interface, BCI 2016. Institute of Electrical and Electronics Engineers Inc., 7457465. (4th International Winter Conference on Brain-Computer Interface, BCI 2016).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Optical tomography 100%
  • Computational methods 38%
  • Image segmentation 34%
  4 Citations (Scopus)

• Automated source code instrumentation for verifying potential vulnerabilities

  Li, H., Oh, J., Oh, H. & Lee, H., 2016, IFIP Advances in Information and Communication Technology. Springer New York LLC, Vol. 471. p. 211-226 16 p. (IFIP Advances in Information and Communication Technology; vol. 471).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Vulnerability 100%
  • Software 26%
  • Testing 22%
  • Linux 18%
  • Human Resources 17%
  9 Citations (Scopus)

• Automatic hippocampal subfield segmentation from 3T multi-modality images

  Wu, Z., Gao, Y., Shi, F., Jewells, V. & Shen, D., 2016, Machine Learning in Medical Imaging - 7th International Workshop, MLMI 2016 held in conjunction with MICCAI 2016, Proceedings. Wang, L., Suk, H-I., Shi, Y., Adeli, E. & Wang, Q. (eds.). Springer Verlag, p. 229-236 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10019 LNCS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Multimodality 100%
  • Segmentation 81%
  • Subfield 76%
  • Magnetic resonance imaging 71%
  • Functional Magnetic Resonance Imaging 39%
  2 Citations (Scopus)

• BL-LDA: Bringing bigram to supervised topic model

  Park, Y., Alam, M. H., Ryu, W. J. & Lee, S-G., 2016 Mar 2, Proceedings - 2015 International Conference on Computational Science and Computational Intelligence, CSCI 2015. Tran, Q-N., Deligiannidis, L. & Arabnia, H. R. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 83-88 6 p. 7424068. (Proceedings - 2015 International Conference on Computational Science and Computational Intelligence, CSCI 2015).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Statistical Models 100%
  • Dirichlet 97%
  • Labels 93%
  • Experiments 39%
  • Model 36%
  2 Citations (Scopus)

• Bringing bag-of-phrases to ODP-based text classification

  Shin, H., Ryu, B. G., Ryu, W. J., Lee, G. & Lee, S-G., 2016 Mar 3, 2016 International Conference on Big Data and Smart Computing, BigComp 2016. Institute of Electrical and Electronics Engineers Inc., p. 485-488 4 p. 7425975. (2016 International Conference on Big Data and Smart Computing, BigComp 2016).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Text Classification 100%
  • Classifier 46%
  • Classifiers 41%
  • Semantics 40%
  • Syntactics 30%
  1 Citation (Scopus)

• Classification of news by topic using location data

  Dashdorj, Z., Khan, M. T., Bozzato, L. & Lee, S-G., 2016, Semantic Technology - 6th Joint International Conference, JIST 2016, Revised Selected Papers. Sun, J., Liu, Y., Dong, J. S., Antoniou, G., Wang, Z., Hu, W. & Li, Y-F. (eds.). Springer Verlag, p. 305-314 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10055 LNCS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Open Data 100%
  • Classify 63%
  • Knowledge-based 59%
  • Object 54%
  3 Citations (Scopus)

• Comparative study of tangible tabletop and computer-based training interfaces for cognitive rehabilitation

  Song, K., Lee, S., Pyun, S. B. & Kim, L., 2016, Universal Access in Human-Computer Interaction: Users and Context Diversity - 10th International Conference, UAHCI 2016 and Held as Part of HCI International 2016, Proceedings. Antona, M. & Stephanidis, C. (eds.). Springer Verlag, p. 414-424 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9739).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Tabletop 100%
  • Rehabilitation 81%
  • Comparative Study 61%
  • Training 58%
  • Interfaces (computer) 51%
  5 Citations (Scopus)

• Construction of neonatal diffusion atlases via spatio-angular consistency

  Saghafi, B., Chen, G., Shi, F., Yap, P. T. & Shen, D., 2016, Patch-Based Techniques in Medical Imaging - 2nd International Workshop, Patch-MI 2016 held in conjunction with MICCAI 2016, Proceedings. Coupe, P., Munsell, B. C., Rueckert, D., Zhan, Y. & Wu, G. (eds.). Springer Verlag, p. 9-16 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9993 LNCS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Atlas 100%
  • Image fusion 43%
  • Imaging techniques 28%
  • Image Fusion 23%
  • Image registration 20%
  3 Citations (Scopus)

• Control augmentation strategies for helicopters used as personal aerial vehicles in low-speed regime

  Gerboni, C. A., Venrooij, J., Nieuwenhuizen, F. M., Joos, A., Fichter, W. & Bülthoff, H. H., 2016, AIAA Modeling and Simulation Technologies Conference. American Institute of Aeronautics and Astronautics Inc, AIAA, (AIAA Modeling and Simulation Technologies Conference).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Helicopter 100%
  • Augmentation 78%
  • Helicopters 65%
  • Strategy 46%
  • Antennas 42%
  2 Citations (Scopus)

• Controlling explanatory heatmap resolution and semantics via decomposition depth

  Bach, S., Binder, A., Muller, K. & Samek, W., 2016 Aug 3, 2016 IEEE International Conference on Image Processing, ICIP 2016 - Proceedings. IEEE Computer Society, Vol. 2016-August. p. 2271-2275 5 p. 7532763

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Decomposition 100%
  • Classifiers 97%
  • Semantics 94%
  • Volatile organic compounds 55%
  • Deep neural networks 44%
  13 Citations (Scopus)

• Cooperative transportation of a payload using quadrotors: A reconfigurable cable-driven parallel robot

  Masone, C., Bulthoff, H. & Stegagno, P., 2016 Nov 28, IROS 2016 - 2016 IEEE/RSJ International Conference on Intelligent Robots and Systems. Institute of Electrical and Electronics Engineers Inc., Vol. 2016-November. p. 1623-1630 8 p. 7759262

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Cables 100%
  • Robots 79%
  • Remote control 42%
  • Antennas 26%
  55 Citations (Scopus)

• Deep ensemble sparse regression network for alzheimer’s disease diagnosis

  Suk, H. I. & Shen, D., 2016, Machine Learning in Medical Imaging - 7th International Workshop, MLMI 2016 held in conjunction with MICCAI 2016, Proceedings. Wang, L., Suk, H-I., Shi, Y., Adeli, E. & Wang, Q. (eds.). Springer Verlag, p. 113-121 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10019 LNCS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Alzheimer's Disease 100%
  • Ensemble 70%
  • Regression 54%
  • Regression Model 50%
  • Target 34%
  31 Citations (Scopus)

• Deep feature learning for pulmonary nodule classification in a lung CT

  Kim, B. C., Sung, Y. S. & Suk, H. I., 2016 Apr 20, 4th International Winter Conference on Brain-Computer Interface, BCI 2016. Institute of Electrical and Electronics Engineers Inc., 7457462. (4th International Winter Conference on Brain-Computer Interface, BCI 2016).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Imaging techniques 100%
  • Deep neural networks 63%
  • Feature extraction 50%
  • Experiments 46%
  • Classifiers 46%
  44 Citations (Scopus)

• Design of an asynchronous brain-computer interface for control of a virtual Avatar

  An, H. S., Kim, J. W. & Lee, S. W., 2016 Apr 20, 4th International Winter Conference on Brain-Computer Interface, BCI 2016. Institute of Electrical and Electronics Engineers Inc., 7457463. (4th International Winter Conference on Brain-Computer Interface, BCI 2016).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Brain computer interface 100%
  • Filter banks 16%
  • Electroencephalography 14%
  • Brain 12%
  8 Citations (Scopus)

• Detection of Braking Intention during Simulated Driving Based on EEG Analysis: Online Study

  Kim, J. W., Kim, I. H. & Lee, S. W., 2016 Jan 12, Proceedings - 2015 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2015. Institute of Electrical and Electronics Engineers Inc., p. 887-891 5 p. 7379295

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Electroencephalogram (EEG) 100%
  • Braking 85%
  • Electroencephalography 82%
  • Online Experiment 55%
  • Brain computer interface 48%
  9 Citations (Scopus)

• Development of an open source platform for brain-machine interface: OpenBMI

  Lee, M. H., Fazli, S., Kim, K. T. & Lee, S. W., 2016 Apr 20, 4th International Winter Conference on Brain-Computer Interface, BCI 2016. Institute of Electrical and Electronics Engineers Inc., 7457440

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Brain 100%
  • Bioelectric potentials 62%
  • Signal processing 19%
  • Feedback 15%
  • Communication 12%
  16 Citations (Scopus)

• Diagnosis of Alzheimer’s disease using view-aligned hypergraph learning with incomplete multi-modality data

  Liu, M., Zhang, J., Yap, P. T. & Shen, D., 2016, Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016 - 19th International Conference, Proceedings. Ourselin, S., Joskowicz, L., Sabuncu, M. R., Wells, W. & Unal, G. (eds.). Springer Verlag, p. 308-316 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9900 LNCS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Multimodality 100%
  • Alzheimer's Disease 95%
  • Hypergraph 65%
  • Learning 61%
  • Modality 45%
  10 Citations (Scopus)

• Directional and trans-endothelial migration of mesenchymal stem cell towards SDF-1a gradient on a microfluidic device

  Park, S., Jang, H., Jeong, G. S., Kim, B. S. & Park, Y., 2016, 20th International Conference on Miniaturized Systems for Chemistry and Life Sciences, MicroTAS 2016. Chemical and Biological Microsystems Society, p. 453-454 2 p. (20th International Conference on Miniaturized Systems for Chemistry and Life Sciences, MicroTAS 2016).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Stem cells 100%
  • Microfluidics 74%
  • Tissue regeneration 56%
  • Tissue 29%
  • Rocks 29%

• Discovering cortical folding patterns in neonatal cortical surfaces using large-scale dataset

  Meng, Y., Li, G., Wang, L., Lin, W., Gilmore, J. H. & Shen, D., 2016, Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016 - 19th International Conference, Proceedings. Ourselin, S., Joskowicz, L., Sabuncu, M. R., Wells, W. & Unal, G. (eds.). Springer Verlag, p. 10-18 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9900 LNCS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Folding 100%
  • Brain 69%
  • Neuroimaging 55%
  • Similarity 21%
  • Fusion reactions 16%
  8 Citations (Scopus)

• EEG-based decoding of declarative memory formation

  Kang, T., Chen, Y., Kim, D. & Fazli, S., 2016 Apr 20, 4th International Winter Conference on Brain-Computer Interface, BCI 2016. Institute of Electrical and Electronics Engineers Inc., 7457460. (4th International Winter Conference on Brain-Computer Interface, BCI 2016).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Electroencephalography 100%
  • Decoding 88%
  • Data storage equipment 63%
  • Statistical methods 29%
  4 Citations (Scopus)

• Effects of vehicle- and task-related motion feedback on operator performance in teleoperation

  Lächele, J., Venrooij, J., Pretto, P. & Bülthoff, H. H., 2016, 72nd American Helicopter Society International Annual Forum 2016: Leveraging Emerging Technologies for Future Capabilities. American Helicopter Society, p. 3310-3316 7 p. (Annual Forum Proceedings - AHS International; vol. 4).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Remote control 100%
  • Feedback 61%
  • Experiments 15%
  • Virtual reality 7%

• Ensemble hierarchical high-order functional connectivity networks for MCI classification

  Chen, X., Zhang, H. & Shen, D., 2016, Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016 - 19th International Conference, Proceedings. Unal, G., Ourselin, S., Joskowicz, L., Sabuncu, M. R. & Wells, W. (eds.). Springer Verlag, p. 18-25 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9901 LNCS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Network Connectivity 100%
  • Ensemble 63%
  • Brain 52%
  • Higher Order 45%
  • Fusion reactions 20%
  11 Citations (Scopus)

• ERS differences between stroke patients and healthy controls after hand movement

  Kim, S., Lee, J. & Kim, L., 2016 Apr 20, 4th International Winter Conference on Brain-Computer Interface, BCI 2016. Institute of Electrical and Electronics Engineers Inc., 7457455. (4th International Winter Conference on Brain-Computer Interface, BCI 2016).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Synchronization 100%
  • Patient rehabilitation 58%
  • Brain computer interface 35%
  • Electroencephalography 30%
  • Recovery 21%
  1 Citation (Scopus)

• Estimating CT image from MRI data using 3D fully convolutional networks

  Nie, D., Cao, X., Gao, Y., Wang, L. & Shen, D., 2016, Deep Learning and Data Labeling for Medical Applications - 1st International Workshop, LABELS 2016, and 2nd International Workshop, DLMIA 2016 Held in Conjunction with MICCAI 2016, Proceedings. Lu, Z., Belagiannis, V., Tavares, J. M. R. S., Cardoso, J. S., Bradley, A., Papa, J. P., Nascimento, J. C., Loog, M., Cornebise, J., Carneiro, G., Mateus, D. & Peter, L. (eds.). Springer Verlag, p. 170-178 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10008 LNCS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Magnetic Resonance Imaging 100%
  • Computed Tomography 97%
  • Magnetic resonance 70%
  • Tomography 65%
  • Imaging techniques 51%
  139 Citations (Scopus)

• Evaluation of weight sparsity control during autoencoder training of resting-state fMRI using non-zero ratio and hoyer's sparseness

  Kim, H. C. & Lee, J. H., 2016 Aug 24, PRNI 2016 - 6th International Workshop on Pattern Recognition in Neuroimaging. Institute of Electrical and Electronics Engineers Inc., 7552356. (PRNI 2016 - 6th International Workshop on Pattern Recognition in Neuroimaging).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Weight control 100%
  • Magnetic Resonance Imaging 75%
  • Deep neural networks 43%
  • Neuroimaging 29%
  • Brain 18%
  4 Citations (Scopus)

• FassKey: A secure and convenient authentication system

  Milburn, J. & Lee, H., 2016 Jun 30, IEEE NETSOFT 2016 - 2016 IEEE NetSoft Conference and Workshops: Software-Defined Infrastructure for Networks, Clouds, IoT and Services. Institute of Electrical and Electronics Engineers Inc., p. 489-495 7 p. 7502490. (IEEE NETSOFT 2016 - 2016 IEEE NetSoft Conference and Workshops: Software-Defined Infrastructure for Networks, Clouds, IoT and Services).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Authentication 100%
  • Intellectual property 71%
  • Banking 66%
  • Electric power transmission networks 64%
  • Computer programming 61%
  2 Citations (Scopus)

• Feature selection based on iterative canonical correlation analysis for automatic diagnosis of Parkinson’s disease

  Liu, L., Wang, Q., Adeli, E., Zhang, L., Zhang, H. & Shen, D., 2016, Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016 - 19th International Conference, Proceedings. Unal, G., Ourselin, S., Joskowicz, L., Sabuncu, M. R. & Wells, W. (eds.). Springer Verlag, p. 1-8 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9901 LNCS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Parkinson's Disease 100%
  • Canonical Correlation Analysis 87%
  • Feature Selection 87%
  • Feature extraction 50%
  • Feature Vector 39%
  12 Citations (Scopus)

• Identifying individual facial expressions by deconstructing a neural network

  Arbabzadah, F., Montavon, G., Müller, K. R. & Samek, W., 2016, Pattern Recognition - 38th German Conference, GCPR 2016, Proceedings. Andres, B. & Rosenhahn, B. (eds.). Springer Verlag, p. 344-354 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9796 LNCS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Facial Expression 100%
  • Neural Networks 49%
  • Transfer Learning 39%
  • Neural networks 31%
  • Attribute 30%
  20 Citations (Scopus)

• Identifying Time-Varying Neuromuscular Response: A Recursive Least-Squares Algorithm with Pseudoinverse

  Olivari, M., Nieuwenhuizen, F. M., Bulthoff, H. & Pollini, L., 2016 Jan 12, Proceedings - 2015 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2015. Institute of Electrical and Electronics Engineers Inc., p. 3079-3085 7 p. 7379667

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Least Squares 100%
  • Time-varying 82%
  • Impulse response 47%
  • Feedback 29%
  • Operator 23%
  2 Citations (Scopus)

• Identifying Time-Varying pilot's responses: A regularized recursive Least-Squares algorithm

  Olivari, M., Venrooij, J., Nieuwenhuizen, F. M., Pollini, L. & Bülthoff, H. H., 2016, AIAA Modeling and Simulation Technologies Conference. American Institute of Aeronautics and Astronautics Inc, AIAA, (AIAA Modeling and Simulation Technologies Conference).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Recursive Least Squares 100%
  • Least Square Algorithm 86%
  • Recursive Algorithm 78%
  • Time-varying 64%
  • FIR filters 36%
  5 Citations (Scopus)

• Implementation and validation of a 6 degrees-of-freedom nonlinear helicopter model

  Gerboni, C. A., Nieuwenhuizen, F. M. & Bulthoff, H., 2016, AIAA Modeling and Simulation Technologies Conference. American Institute of Aeronautics and Astronautics Inc, AIAA

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Helicopter 100%
  • Helicopters 65%
  • Degree of freedom 59%
  • Quality Evaluation 28%
  • Model 21%
  1 Citation (Scopus)

• Joint discriminative and representative feature selection for alzheimer’s disease diagnosis

  Zhu, X., Suk, H. I., Thung, K. H., Zhu, Y., Wu, G. & Shen, D., 2016, Machine Learning in Medical Imaging - 7th International Workshop, MLMI 2016 held in conjunction with MICCAI 2016, Proceedings. Wang, L., Suk, H-I., Shi, Y., Adeli, E. & Wang, Q. (eds.). Springer Verlag, p. 77-85 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10019 LNCS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Alzheimer's Disease 100%
  • Feature Selection 95%
  • Target 60%
  • Brain 58%
  • Feature extraction 54%
  3 Citations (Scopus)

• L₁-based model following control of an identified helicopter model in hover

  Picardi, G., Geluardi, S., Olivari, M., Pollini, L., Innocenti, M. & Bülthoff, H. H., 2016, 72nd American Helicopter Society International Annual Forum 2016: Leveraging Emerging Technologies for Future Capabilities. American Helicopter Society, p. 1770-1777 8 p. (Annual Forum Proceedings - AHS International; vol. 3).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Helicopters 100%
  • Controllers 46%
  • Uncertainty 18%
  • Dynamic models 11%
  • Antennas 9%

• Layer-wise relevance propagation for neural networks with local renormalization layers

  Binder, A., Montavon, G., Lapuschkin, S., Müller, K. R. & Samek, W., 2016, Artificial Neural Networks and Machine Learning - 25th International Conference on Artificial Neural Networks, ICANN 2016, Proceedings. Villa, A. E. P., Masulli, P. & Rivero, A. J. P. (eds.). Springer Verlag, p. 63-71 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9887 LNCS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Renormalization 100%
  • Deep neural networks 86%
  • Relevance 86%
  • Neural Networks 84%
  • Convolutional neural networks 81%
  132 Citations (Scopus)

• Learning-based topological correction for infant cortical surfaces

  Hao, S., Li, G., Wang, L., Meng, Y. & Shen, D., 2016, Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016 - 19th International Conference, Proceedings. Ourselin, S., Joskowicz, L., Sabuncu, M. R., Wells, W. & Unal, G. (eds.). Springer Verlag, p. 219-227 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9900 LNCS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Learning 100%
  • Tissue 70%
  • Sparse Representation 43%
  • Voxel 42%
  • Neuroimaging 36%
  12 Citations (Scopus)

• Machine learning for BCI: Towards analysing cognition

  Müller, K. R., 2016 Apr 20, 4th International Winter Conference on Brain-Computer Interface, BCI 2016. Institute of Electrical and Electronics Engineers Inc., 7457453. (4th International Winter Conference on Brain-Computer Interface, BCI 2016).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Machine learning 100%
  • Neuroimaging 59%
  • Brain computer interface 51%
  • Image coding 45%
  • Electroencephalography 43%

• Monitoring of the arsenic content of white rice and brown rice produced in the Republic of Korea

  Lee, K. W. & Lee, S. G., 2016, Arsenic Research and Global Sustainability - Proceedings of the 6th International Congress on Arsenic in the Environment, AS 2016. Bhattacharya, P., Jacks, G., Bundschuh, J., Bhattacharya, P., Vahter, M., Jarsjo, J., Jarsjo, J., Kumpiene, J., Ahmad, A., Sparrenbom, C., Donselaar, M. E., Bundschuh, J., Naidu, R. & Naidu, R. (eds.). CRC Press/Balkema, p. 281-282 2 p. (Arsenic Research and Global Sustainability - Proceedings of the 6th International Congress on Arsenic in the Environment, AS 2016).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Arsenic 100%
  • Brown 70%
  • arsenic 60%
  • rice 59%
  • White 57%

• Movement intention decoding based on deep learning for multiuser myoelectric interfaces

  Park, K. H. & Lee, S. W., 2016 Apr 20, 4th International Winter Conference on Brain-Computer Interface, BCI 2016. Institute of Electrical and Electronics Engineers Inc., 7457459. (4th International Winter Conference on Brain-Computer Interface, BCI 2016).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Deep learning 100%
  • Decoding 95%
  • Prosthetics 40%
  • Patient rehabilitation 35%
  • Convolutional neural networks 33%
  107 Citations (Scopus)

• Neurodrawing: Neurofeedback for enhancing attention by drawing

  Moon, J. H., Park, K. H. & Lee, S. W., 2016 Apr 20, 4th International Winter Conference on Brain-Computer Interface, BCI 2016. Institute of Electrical and Electronics Engineers Inc., 7457464. (4th International Winter Conference on Brain-Computer Interface, BCI 2016).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Brain 100%
  • Biofeedback 86%
  • Brain computer interface 69%
  • Electroencephalography 58%
  • Electrodes 46%
  3 Citations (Scopus)

• Novel and simple method for fabrication of multichannel PLCL nerve guidance conduit

  Park, D. & Lee, S. H., 2016, 20th International Conference on Miniaturized Systems for Chemistry and Life Sciences, MicroTAS 2016. Chemical and Biological Microsystems Society, p. 1061-1062 2 p. (20th International Conference on Miniaturized Systems for Chemistry and Life Sciences, MicroTAS 2016).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Milk 100%
  • Rigidity 75%
  • Fabrication 55%

• Obstacle detection, tracking and avoidance for a teleoperated UAV

  Odelga, M., Stegagno, P. & Bulthoff, H. H., 2016 Jun 8, 2016 IEEE International Conference on Robotics and Automation, ICRA 2016. Institute of Electrical and Electronics Engineers Inc., p. 2984-2990 7 p. 7487464. (Proceedings - IEEE International Conference on Robotics and Automation; vol. 2016-June).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Unmanned aerial vehicles (UAV) 100%
  • Robots 34%
  • Bins 29%
  • Model predictive control 26%
  • Program processors 22%
  49 Citations (Scopus)