Early diagnosis of Alzheimer's disease based on partial least squares, principal component analysis and support vector machine using segmented MRI images (Englisch)
- Neue Suche nach: Khedher, L.
- Neue Suche nach: Ramirez, J.
- Neue Suche nach: Gorriz, J.M.
- Neue Suche nach: Brahim, A.
- Neue Suche nach: Segovia, F.
- Neue Suche nach: Khedher, L.
- Neue Suche nach: Ramirez, J.
- Neue Suche nach: Gorriz, J.M.
- Neue Suche nach: Brahim, A.
- Neue Suche nach: Segovia, F.
In:
Neurocomputing
;
151
, P1
;
139-150
;
2015
-
ISSN:
- Aufsatz (Zeitschrift) / Print
-
Titel:Early diagnosis of Alzheimer's disease based on partial least squares, principal component analysis and support vector machine using segmented MRI images
-
Beteiligte:Khedher, L. ( Autor:in ) / Ramirez, J. ( Autor:in ) / Gorriz, J.M. ( Autor:in ) / Brahim, A. ( Autor:in ) / Segovia, F. ( Autor:in )
-
Erschienen in:Neurocomputing ; 151, P1 ; 139-150
-
Verlag:
-
Erscheinungsdatum:2015
-
Format / Umfang:12 Seiten, 62 Quellen
-
ISSN:
-
Coden:
-
DOI:
-
Medientyp:Aufsatz (Zeitschrift)
-
Format:Print
-
Sprache:Englisch
-
Schlagwörter:
-
Datenquelle:
Inhaltsverzeichnis – Band 151, Ausgabe P1
Zeige alle Jahrgänge und Ausgaben
Die Inhaltsverzeichnisse werden automatisch erzeugt und basieren auf den im Index des TIB-Portals verfügbaren Einzelnachweisen der enthaltenen Beiträge. Die Anzeige der Inhaltsverzeichnisse kann daher unvollständig oder lückenhaft sein.
- 4
-
Induced functional connectivity in hippocampal cultures using Hebbian electrical stimulationFerrandez, J.M. / Lorente, V. / de la Paz, F. / Fernandez, E. et al. | 2015
- 11
-
A bio-inspired multisensory stochastic integration algorithmPorras, Alex / Llinas, Rodolfo R. et al. | 2015
- 34
-
Thalamic inputs modulate cortical activity: Possibility to control the generation and the termination of seizure-like behaviourVallone, Fabio / Cintio, Andrea / Chillemi, Santi / Di Garbo, Angelo et al. | 2015
- 49
-
Robustness of artificial metaplasticity learning algorithmAndina, Diego / Torres-Alegre, Santiago / Alarcon, Martin J. / Seijas, Juan I. / de-Pablos-Alvaro, Marta et al. | 2015
- 55
-
A basic Growing Functional Modules “artificial brain”Leboeuf-Pasquier, Jerome et al. | 2015
- 62
-
Classification of somatosensory stimuli on the basis of the temporal coding at the cuneate nucleusNavarro, Juan / Sanchez, Eduardo / Ferreiroa, Ruben / Canedo, Antonio et al. | 2015
- 69
-
Regulation of specialists and generalists by neural variability improves pattern recognition performanceMontero, Aaron / Huerta, Ramon / Rodriguez, Francisco B. et al. | 2015
- 78
-
Modeling the role of fixational eye movements in real-world scenesOlmedo-Paya, Andres / Martinez-Alvarez, Antonio / Cuenca-Asensi, Sergio / Ferrandez, J.M. / Fernandez, E. et al. | 2015
- 85
-
Modelling the compression of perceived time by a cerebral system with nervous excitability deficit and near the perception thresholdGonzalo-Fonrodona, Isabel / Porras, Miguel A. et al. | 2015
- 91
-
A scalable CNN architecture and its application to short exposure stellar images processing on a HPRCMartinez-Alvarez, J.Javier / Garrigos, Javier / Toledo, Javier / Colodro-Conde, Carlos / Villo-Perez, Isidro / Manuel Ferrandez, J. et al. | 2015
- 101
-
Vision-based anticipatory controller for the autonomous navigation of an UAV using artificial neural networksMaravall, Dario / De Lope, Javier / Pablo Fuentes, Juan et al. | 2015
- 108
-
Computational biomodel of motion parallax for multiview 3D video conferencingMunoz, Miguel A. / Martinez, Jonatan / Pascual Molina, Jose / Garcia, Arturo S. / Gonzalez, Pascual / Fernandez-Caballero, Antonio et al. | 2015
- 116
-
SVM-based Brain–Machine Interface for controlling a robot arm through four mental tasksHortal, E. / Planelles, D. / Costa, A. / Ianez, E. / Ubeda, A. / Azorin, J.M. / Fernandez, E. et al. | 2015
- 122
-
Time-series discrimination using feature relevance analysis in motor imagery classificationAlvarez-Meza, A.M. / Velasquez-Martinez, L.F. / Castellanos-Dominguez, G. et al. | 2015
- 130
-
Monitoring amyotrophic lateral sclerosis by biomechanical modeling of speech productionGomez-Vilda, Pedro / Londral, Ana Rita M. / Rodellar-Biarge, Victoria / Ferrandez-Vicente, Jose M. / de Carvalho, Mamede et al. | 2015
- 139
-
Early diagnosis of Alzheimer's disease based on partial least squares, principal component analysis and support vector machine using segmented MRI imagesKhedher, L. / Ramirez, J. / Gorriz, J.M. / Brahim, A. / Segovia, F. et al. | 2015
- 151
-
Classification of schizophrenia patients on lattice computing resting-state fMRI featuresChyzhyk, Darya / Grana, Manuel et al. | 2015
- 161
-
Fully automatic segmentation of ultrasound common carotid artery images based on machine learningMenchon-Lara, Rosa-Maria / Sancho-Gomez, Jose-Luis et al. | 2015
- 168
-
Stochastic finite-time state estimation for discrete time-delay neural networks with Markovian jumpsShi, Peng / Zhang, Yingqi / Agarwal, Ramesh K. et al. | 2015
- 188
-
On a discrete-time-delayed Hopfield neural network with ring structures and different internal decays: Bifurcations analysis and chaotic behaviorMazrooei-Sebdani, Reza / Farjami, Saeed et al. | 2015
- 215
-
Improved stability criteria for synchronization of chaotic Lur'e systems using sampled-data controlGe, Chao / Zhang, Weiwei / Li, Wei / Sun, Xiaochuan et al. | 2015
- 231
-
K-means algorithms for functional dataLuz Lopez Garcia, Maria / Garcia-Rodenas, Ricardo / Gonzalez Gomez, Antonia et al. | 2015
- 246
-
Finite-time solution to nonlinear equation using recurrent neural dynamics with a specially-constructed activation functionXiao, Lin / Lu, Rongbo et al. | 2015
- 252
-
Shadow removal based on YCbCr color spaceZhu, Xia / Chen, Renwen / Xia, Huakang / Zhang, Piaoyan et al. | 2015
- 268
-
Robots visual servo control with features constraint employing Kalman-neural-network filtering schemeZhong, Xungao / Zhong, Xunyu / Peng, Xiafu et al. | 2015
- 278
-
Removal of EOG and EMG artifacts from EEG using combination of functional link neural network and adaptive neural fuzzy inference systemHu, Jing / Wang, Chun-Sheng / Wu, Min / Du, Yu-xiao / He, Yong / She, Jinhua et al. | 2015
- 288
-
Adaptive NN consensus tracking control of a class of nonlinear multi-agent systemsFeng, Jun / Wen, Guo-Xing et al. | 2015
- 296
-
Steel plates fault diagnosis on the basis of support vector machinesTian, Yang / Fu, Mengyu / Wu, Fang et al. | 2015
- 304
-
Weighted sparse representation for face recognitionFan, Zizhu / Ni, Ming / Zhu, Qi / Liu, Ergen et al. | 2015
- 310
-
Improved perception-based spiking neuron learning rule for real-time user authenticationQu, Hong / Xie, Xiurui / Liu, Yongshuai / Zhang, Malu / Lu, Li et al. | 2015
- 319
-
Adaptive multi-bit quantization for hashingDeng, Cheng / Deng, Huiru / Liu, Xianglong / Yuan, Yuan et al. | 2015
- 327
-
Sparse random projection for χ2 kernel linearization: Algorithm and applications to image classificationWang, Zhenzhen / Yuan, Xiao-Tong / Liu, Qingshan et al. | 2015
- 333
-
Convergence of batch gradient learning algorithm with smoothing L1/2 regularization for Sigma–Pi–Sigma neural networksLiu, Yan / Li, Zhengxue / Yang, Dakun / Mohamed, K.S. / Wang, Jing / Wu, Wei et al. | 2015
- 342
-
A multiobjective optimization-based neural network model for short-term replenishment forecasting in fashion industryDu, Wei / Leung, Sunney Yung Sun / Kwong, Chun Kit et al. | 2015
- 354
-
An efficient registration algorithm based on spin image for LiDAR 3D point cloud modelsHe, Yuqing / Mei, Yuangang et al. | 2015
- 390
-
Theoretical and numerical analysis of learning dynamics near singularity in multilayer perceptronsGuo, Weili / Wei, Haikun / Zhao, Junsheng / Zhang, Kanjian et al. | 2015
- 401
-
Exponential synchronization for a class of complex spatio-temporal networks with space-varying coefficientsYang, Chengdong / Qiu, Jianlong / He, Haibo et al. | 2015
- 408
-
Robust self-organization with M-estimatorsLopez-Rubio, Ezequiel / Palomo, Esteban J. / Dominguez, Enrique et al. | 2015
- 434
-
Enhancement of multi-class support vector machine construction from binary learners using generalization performanceSongsiri, Patoomsiri / Phetkaew, Thimaporn / Kijsirikul, Boonserm et al. | 2015
- 449
-
Route guidance: Bridging system and user optimization in traffic assignmentLujak, Marin / Giordani, Stefano / Ossowski, Sascha et al. | 2015
- 461
-
Performance evaluation of analog circuit using improved LSSVR subject to data information uncertaintyZhang, Aihua / Wang, Yongchao / Zhang, Zhiqiang et al. | 2015
- 471
-
Nearest orthogonal matrix representation for face recognitionZhang, Jian / Yang, Jian / Qian, Jianjun / Xu, Jiawei et al. | 2015
- 481
-
Minimum class spread constrained support vector machineTao, JianWen / Wang, Shitong / Hu, Wenjun et al. | 2015
- 501
-
State estimation for neural networks with multiple time delaysRen, Jiaojiao / Zhu, Hong / Zhong, Shouming / Ding, Yucai / Shi, Kaibo et al. | 2015
- 511
-
A novel hierarchical approach for multispectral palmprint recognitionHong, Danfeng / Liu, Wanquan / Su, Jian / Pan, Zhenkuan / Wang, Guodong et al. | 2015
- 522
-
New results on robust finite-time boundedness of uncertain switched neural networks with time-varying delaysWang, Shun / Shi, Tiange / Zeng, Ming / Zhang, Lixian / Alsaadi, Fuad E. / Hayat, Tasawar et al. | 2015