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020			_a9783319461823 _9978-3-319-46182-3
024	7		_a10.1007/978-3-319-46182-3 _2doi
050		4	_aQ334-342
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245	1	0	_aArtificial Neural Networks in Pattern Recognition _h[electronic resource] : _b7th IAPR TC3 Workshop, ANNPR 2016, Ulm, Germany, September 28-30, 2016, Proceedings / _cedited by Friedhelm Schwenker, Hazem M. Abbas, Neamat El Gayar, Edmondo Trentin.
264		1	_aCham : _bSpringer International Publishing : _bImprint: Springer, _c2016.
300			_aXI, 335 p. 107 illus. _bonline resource.
336			_atext _btxt _2rdacontent
337			_acomputer _bc _2rdamedia
338			_aonline resource _bcr _2rdacarrier
347			_atext file _bPDF _2rda
490	1		_aLecture Notes in Computer Science, _x0302-9743 ; _v9896
505	0		_aLearning sequential data with the help of linear systems -- A spiking neural network for personalised modelling of Electrogastogrophy (EGG) -- Improving generalization abilities of maximal average margin classifiers -- Finding small sets of random Fourier features for shift-invariant kernel approximation -- Incremental construction of low-dimensional data representations -- Soft-constrained nonparametric density estimation with artificial neural networks -- Density based clustering via dominant sets -- Co-training with credal models -- Interpretable classifiers in precision medicine: feature selection and multi-class categorization -- On the evaluation of tensor-based representations for optimum-pathforest classification -- On the harmony search using quaternions -- Learning parameters in deep belief networks through firefly algorithm -- Towards effective classification of imbalanced data with convolutional neural networks -- On CPU performance optimization of restricted Boltzmann machine and convolutional RBM -- Comparing incremental learning strategies for convolutional neural networks -- Approximation of graph edit distance by means of a utility matrix -- Time series classification in reservoir- and model-space: a comparison -- Objectness scoring and detection proposals in forward-Looking sonar images with convolutional neural networks -- Background categorization for automatic animal detection in aerial videos using neural networks -- Predictive segmentation using multichannel neural networks in Arabic OCR system -- Quad-tree based image segmentation and feature extraction to recognize online handwritten Bangla characters -- A hybrid recurrent neural network/dynamic probabilistic graphical model predictor of the disulfide bonding state of cysteines from the primary structure of proteins -- Using radial basis function neural networks for continuous anddiscrete pain estimation from bio-physiological signals -- Active learning for speech event detection in HCI -- Emotion recognition in speech with deep learning architectures -- On gestures and postural behavior as a modality in ensemble methods -- Machine learning driven heart rate detection with camera photoplethysmography in time domain. .
520			_aThis book constitutes the refereed proceedings of the 7th IAPR TC3 International Workshop on Artificial Neural Networks in Pattern Recognition, ANNPR 2016, held in Ulm, Germany, in September 2016. The 25 revised full papers presented together with 2 invited papers were carefully reviewed and selected from 32 submissions for inclusion in this volume. The workshop will act as a major forum for international researchers and practitioners working in all areas of neural network- and machine learning-based pattern recognition to present and discuss the latest research, results, and ideas in these areas. .
650		0	_aComputer science.
650		0	_aComputers.
650		0	_aData mining.
650		0	_aUser interfaces (Computer systems).
650		0	_aArtificial intelligence.
650		0	_aImage processing.
650		0	_aPattern recognition.
650	1	4	_aComputer Science.
650	2	4	_aArtificial Intelligence (incl. Robotics).
650	2	4	_aPattern Recognition.
650	2	4	_aData Mining and Knowledge Discovery.
650	2	4	_aImage Processing and Computer Vision.
650	2	4	_aUser Interfaces and Human Computer Interaction.
650	2	4	_aComputation by Abstract Devices.
700	1		_aSchwenker, Friedhelm. _eeditor.
700	1		_aAbbas, Hazem M. _eeditor.
700	1		_aEl Gayar, Neamat. _eeditor.
700	1		_aTrentin, Edmondo. _eeditor.
710	2		_aSpringerLink (Online service)
773	0		_tSpringer eBooks
776	0	8	_iPrinted edition: _z9783319461816
830		0	_aLecture Notes in Computer Science, _x0302-9743 ; _v9896
856	4	0	_uhttp://dx.doi.org/10.1007/978-3-319-46182-3
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