Department of Signal Processing
Research unit: Department
- 2016
- Published
An Optimized k-NN Approach for Classification on Imbalanced Datasets with Missing Data
Ozan, E. C., Riabchenko, E., Kiranyaz, S. & Gabbouj, M., 2016, Advances in Intelligent Data Analysis XV: 15th International Symposium, IDA 2016, Stockholm, Sweden, October 13-15, 2016, Proceedings. Springer, p. 387-392 (Lecture Notes in Computer Science; vol. 9897).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
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A review of approximate methods for kernel-based Big Media Data Analysis
Iosifidis, A., Tefas, A., Pitas, I. & Gabbouj, M., 2016, 2016 24th European Signal Processing Conference (EUSIPCO). IEEE, p. 1113-1117 5 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
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Astrocyte-neuron interactions in long-term plasticity: a computational study
Manninen, T., Saudargienė, A., Havela, R. & Linne, M-L., 2016. 1 p.Research output: Other conference contribution › Paper, poster or abstract › Scientific
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Astrocyte-neuron interactions in vitro and in vivo: Evaluation of computational models
Manninen, T., Havela, R. & Linne, M-L., 2016. 1 p.Research output: Other conference contribution › Paper, poster or abstract › Scientific
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Binaural rendering of microphone array captures based on source separation
Nikunen, J., Diment, A., Virtanen, T. & Vilermo, M., 2016, In : Speech Communication. 76, p. 157–169Research output: Contribution to journal › Article › Scientific › peer-review
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Bispectrum-based radar range profile evaluation for the naval targets embedded in sea clutter environment
Astola, J. T., Egiazarian, K. O., Totsky, A. V. & Zelensky, A. A., 2016, In : Telecommunications and Radio Engineering. 75, 4, p. 333-353 21 p.Research output: Contribution to journal › Article › Scientific › peer-review
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Cascade processing for speeding up sliding window sparse classification
Mahkonen, K., Hurmalainen, A., Virtanen, T. & Kämäräinen, J-K., 2016, European Signal Processing Conference (EUSIPCO), 2016. IEEEResearch output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
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Classification of the atmospheric formations by using bicoherence-based features extracted from weather radar backscattering signals
Naumenko, V. V., Totsky, A. V., Khlopov, G. I., Voitovich, O. A. & Astola, J. T., 2016, In : Telecommunications and Radio Engineering. 75, 5, p. 463-475 13 p.Research output: Contribution to journal › Article › Scientific › peer-review
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Clustering benefits in mobile-centric WiFi positioning in multi-floor buildings
Cramariuc, A., Huttunen, H. & Lohan, E-S., 2016, 2016 International Conference on Localization and GNSS (ICL-GNSS). IEEE, 6 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
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Combining Multi-class Maximum Margin Classification with Linear Discriminant Analysis for Human Action Recognition
Iosifidis, A. & Gabbouj, M., 2016, 2016 IEEE International Conference on Image Processing (ICIP). IEEE, p. 4180-4184 5 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
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Comparison of Feature Selection Techniques in Machine Learning for Anatomical Brain MRI in Dementia
Tohka, J., Moradi, E., Huttunen, H., Alzheimer’s Disease Neuroimaging Initiative & Alzheimer’s Disease Neuroimaging Initiative 2, 2016, In : Neuroinformatics. 14, 3, p. 279-296 18 p.Research output: Contribution to journal › Article › Scientific › peer-review
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Comparison of manual and automatic techniques for substriatal segmentation in 11C-raclopride high-resolution PET studies
Johansson, J., Alakurtti, K., Joutsa, J., Tohka, J., Ruotsalainen, U. & Rinne, J. O., 2016, In : Nuclear Medicine Communications. 37, 10Research output: Contribution to journal › Article › Scientific › peer-review
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Comparison of module detection algorithms in protein networks and investigation of the biological meaning of predicted modules
Tripathi, S., Moutari, S., Dehmer, M. & Emmert-Streib, F., 2016, In : BMC Bioinformatics. 17, 1, 129.Research output: Contribution to journal › Article › Scientific › peer-review
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Competitive Quantization for Approximate Nearest Neighbor Search
Ozan, E. C., Kiranyaz, S. & Gabbouj, M., 2016, In : IEEE Transactions on Knowledge and Data Engineering. 28, 11, p. 2884-2894Research output: Contribution to journal › Article › Scientific › peer-review
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Comprehensive Automated 3D Urban Environment Modelling Using Terrestrial Laser Scanning Point Cloud
Babahajiani, P., Fan, L., Kämäräinen, J-K. & Gabbouj, M., 2016, 2016 IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW). IEEEResearch output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
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DCT-based denoising in multichannel imaging with reference
Lukin, V., Abramov, S., Abramova, V., Astola, J. & Egiazarian, K., 2016, In : Telecommunications and Radio Engineering. 75, 13, p. 1167-1191 25 p.Research output: Contribution to journal › Article › Scientific › peer-review
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Design and application of a fish-shaped lateral line probe for flow measurement
Tuhtan, J. A., Fuentes-Perez, J. F., Strokina, N., Toming, G., Musall, M., Noack, M., Kämäräinen, J. K. & Kruusmaa, M., 2016, In : Review of Scientific Instruments. 87, 4, 045110.Research output: Contribution to journal › Article › Scientific › peer-review
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Does estradiol support neuronal differentiation in human SH-SY5Y neuroblastoma cells?
Linne, M-L., Teppola, H., Jalonen, T. O. & Sarkanen, J-R., 2016, Annual Meeting of The American Society for Neurochemistry. Denver, Colorado, USA, March 19-23, 2016., Abstract # PTW01-06 (10074), Poster Session "Development, Differentiation and Disorders"Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
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Dominant Rotated Local Binary Patterns (DRLBP) for texture classification
Mehta, R. & Egiazarian, K., 2016, In : Pattern Recognition Letters. 71, p. 16-22 7 p.Research output: Contribution to journal › Article › Scientific › peer-review
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Efficiency of texture image filtering and its prediction
Rubel, O., Lukin, V., Abramov, S., Vozel, B., Egiazarian, K. & Pogrebnyak, O., 2016, In : Signal, Image and Video Processing. 10, 8, p. 1543–1550 8 p.Research output: Contribution to journal › Article › Scientific › peer-review
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ID: 22336