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ORCIDNeurocomputing, Volume 150
Volume 150, Part A, February 2015
- Manuel Graña, Bogdan Raducanu:
Bioinspired and knowledge based techniques and applications. 1-3 - Pablo Padilla
, Juan Manuel Górriz, Javier Ramírez, Diego Salas-Gonzalez, Ignacio Álvarez Illán:
Intensity normalization in the analysis of functional DaTSCAN SPECT images: The α-stable distribution-based normalization method vs other approaches. 4-15 - Anastassia Angelopoulou, Alexandra Psarrou, José García Rodríguez, Sergio Orts-Escolano, Jorge Azorín López, Kenneth Revett:
3D reconstruction of medical images from slices automatically landmarked with growing neural models. 16-25 - Darya Chyzhyk, Rosalía Dacosta-Aguayo, Maria Mataró, Manuel Graña:
An active learning approach for stroke lesion segmentation on multimodal MRI data. 26-36 - George A. Papakostas, Alexandre Savio, Manuel Graña, Vassilis G. Kaburlasos:
A lattice computing approach to Alzheimer's disease computer assisted diagnosis based on MRI data. 37-42 - Pilar Caamaño, Francisco Bellas, Richard J. Duro:
τ-NEAT: Initial experiments in precise temporal processing through neuroevolution. 43-49 - Peng Wang, Cesar Sanín, Edward Szczerbicki:
Evolutionary algorithm and decisional DNA for multiple travelling salesman problem. 50-57 - Oliviu Matei, Petrica C. Pop, Jozsef Laszlo Sas, Camelia Chira:
An improved immigration memetic algorithm for solving the heterogeneous fixed fleet vehicle routing problem. 58-66 - Alfredo Cuesta-Infante, J. Manuel Colmenar, Zorana Bankovic, José L. Risco-Martín, Marina Zapater, José Ignacio Hidalgo, José Luis Ayala, José Manuel Moya:
Comparative study of meta-heuristic 3D floorplanning algorithms. 67-81 - Zorana Bankovic, Pedro López-García:
Stochastic vs. deterministic evolutionary algorithm-based allocation and scheduling for XMOS chips. 82-89 - José Luís Casteleiro-Roca, José Luís Calvo-Rolle, María del Carmen Meizoso-López, A. Piñon Pazos, Benigno Antonio Rodríguez-Gómez:
Bio-inspired model of ground temperature behavior on the horizontal geothermal exchanger of an installation based on a heat pump. 90-98 - Yuan Lin, Hongfei Lin, Kan Xu, Ajith Abraham, Hongbo Liu:
Group-enhanced ranking. 99-105 - Monica Piñol, Angel Domingo Sappa, Ricardo Toledo:
Adaptive feature descriptor selection based on a multi-table reinforcement learning strategy. 106-115 - José Manuel López-Guede, Borja Fernández-Gauna, Jose Antonio Ramos-Hernanz:
A L-MCRS dynamics approximation by ELM for Reinforcement Learning. 116-123
- Luisa Micó, João M. Sanches, Jaime S. Cardoso:
The vitality of pattern recognition and image analysis. 124-125 - Rui Pimentel de Figueiredo, Plinio Moreno, Alexandre Bernardino:
Efficient pose estimation of rotationally symmetric objects. 126-135 - Nuno Gonçalves, Diogo Roxo, João Pedro Barreto, Pedro Rodrigues:
Perspective shape from shading for wide-FOV near-lighting endoscopes. 136-146 - Francisco Alvaro, Francisco Cruz, Joan-Andreu Sánchez, Oriol Ramos Terrades, José-Miguel Benedí:
Structure detection and segmentation of documents using 2D stochastic context-free grammars. 147-154 - Jacinto C. Nascimento, Miguel Barão, Jorge S. Marques, João Miranda Lemos:
An information geometric framework for the optimization on a discrete probability spaces: Application to human trajectory classification. 155-162 - Alejandro Rosales-Pérez, Jesus A. Gonzalez, Carlos A. Coello Coello, Hugo Jair Escalante, Carlos A. Reyes García:
Surrogate-assisted multi-objective model selection for support vector machines. 163-172 - Daniel Sánchez, Miguel Ángel Bautista, Sergio Escalera:
HuPBA8k+: Dataset and ECOC-Graph-Cut based segmentation of human limbs. 173-188 - Raúl Montoliu, Raúl Martín-Félez, Joaquín Torres-Sospedra, Sergio Rodríguez-Pérez:
ATM-based analysis and recognition of handball team activities. 189-199 - Manya V. Afonso, J. Miguel Sanches:
Image reconstruction under multiplicative speckle noise using total variation. 200-213 - Matteo Taiana, Jacinto C. Nascimento, Alexandre Bernardino:
On the purity of training and testing data for learning: The case of pedestrian detection. 214-226 - Kasim Terzic, João M. F. Rodrigues, J. M. Hans du Buf:
BIMP: A real-time biological model of multi-scale keypoint detection in V1. 227-237
- Bartosz Krawczyk, Jerzy Stefanowski, Michal Wozniak:
Data stream classification and big data analytics. 238-239 - Indre Zliobaite, Marcin Budka, Frederic T. Stahl:
Towards cost-sensitive adaptation: When is it worth updating your predictive model? 240-249 - Ammar Shaker, Eyke Hüllermeier:
Recovery analysis for adaptive learning from non-stationary data streams: Experimental design and case study. 250-264 - Corrado Loglisci, Michelangelo Ceci, Donato Malerba:
Relational mining for discovering changes in evolving networks. 265-288 - Bruno Sielly Jales Costa, Plamen Parvanov Angelov, Luiz Affonso Guedes:
Fully unsupervised fault detection and identification based on recursive density estimation and self-evolving cloud-based classifier. 289-303 - Zahraa Said Abdallah, Mohamed Medhat Gaber, Bala Srinivasan, Shonali Krishnaswamy:
Adaptive mobile activity recognition system with evolving data streams. 304-317 - Max Zimmermann, Eirini Ntoutsi, Myra Spiliopoulou:
Discovering and monitoring product features and the opinions on them with OPINSTREAM. 318-330 - Isaac Triguero, Daniel Peralta, Jaume Bacardit, Salvador García, Francisco Herrera:
MRPR: A MapReduce solution for prototype reduction in big data classification. 331-345
Volume 150, Part B, February 2015
- Carlos Manuel Travieso-González, János C. Fodor, Jesús B. Alonso:
Special issue on information processing and machine learning for applications of engineering. 347-348 - Philip D. Reiner, Bogdan M. Wilamowski:
Efficient incremental construction of RBF networks using quasi-gradient method. 349-356 - Taher Ben Arab, Atizez Hadrich, Afif Masmoudi, Mourad Zribi:
Bayesian approach for parameter estimation of the diagonal of the Modified Riesz Distribution. 357-366 - Jesús B. Alonso, Miguel A. Ferrer, Patricia Henríquez Rodríguez, Karmele López de Ipiña, Josue Cabrera, Carlos Manuel Travieso-González:
A study of glottal excitation synthesizers for different voice qualities. 367-376 - Marcos del Pozo-Baños, Jaime Roberto Ticay-Rivas, Jesús B. Alonso, Carlos Manuel Travieso-González:
Features extraction techniques for pollen grain classification. 377-391 - Karmele López de Ipiña, Jesús Bernardino Alonso Hernández, Jordi Solé-Casals, Carlos Manuel Travieso-González, Aitzol Ezeiza, Marcos Faúndez-Zanuy, Pilar M. Calvo, Blanca Beitia:
Feature selection for automatic analysis of emotional response based on nonlinear speech modeling suitable for diagnosis of Alzheimer's disease. 392-401
- Daniel Hernández-Lobato, Ioannis Katakis, Gonzalo Martínez-Muñoz, Ioannis Partalas:
Special Issue on "Solving complex machine learning problems with ensemble methods". 402-403 - Hasna Njah, Salma Jamoussi:
Weighted ensemble learning of Bayesian network for gene regulatory networks. 404-416 - Rushed Kanawati:
Empirical evaluation of applying ensemble methods to ego-centred community identification in complex networks. 417-427 - João Mendes-Moreira, Alípio Mário Jorge, Jorge Freire de Sousa, Carlos Soares:
Improving the accuracy of long-term travel time prediction using heterogeneous ensembles. 428-439 - Raymond S. Smith, Terry Windeatt:
Facial action unit recognition using multi-class classification. 440-448 - Minyoung Kim:
Greedy ensemble learning of structured predictors for sequence tagging. 449-457 - Elena Ikonomovska, João Gama, Saso Dzeroski:
Online tree-based ensembles and option trees for regression on evolving data streams. 458-470 - Jérôme Paul, Pierre Dupont:
Inferring statistically significant features from random forests. 471-480 - Sandro Vega-Pons, Paolo Avesani:
On pruning the search space for clustering ensemble problems. 481-489 - Bartosz Krawczyk:
One-class classifier ensemble pruning and weighting with firefly algorithm. 490-500 - Fotini Markatopoulou, Grigorios Tsoumakas, Ioannis P. Vlahavas:
Dynamic ensemble pruning based on multi-label classification. 501-512 - Yiannis Kokkinos, Konstantinos G. Margaritis:
Confidence ratio affinity propagation in ensemble selection of neural network classifiers for distributed privacy-preserving data mining. 513-528 - Jerzy Blaszczynski, Jerzy Stefanowski:
Neighbourhood sampling in bagging for imbalanced data. 529-542
- Michaël Aupetit, Laurens van der Maaten:
Introduction to the special issue on visual analytics using multidimensional projections. 543-545 - Samuel G. Fadel, Francisco M. Fatore, Felipe S. L. G. Duarte, Fernando Vieira Paulovich:
LoCH: A neighborhood-based multidimensional projection technique for high-dimensional sparse spaces. 546-556 - Stephen Ingram, Tamara Munzner:
Dimensionality reduction for documents with nearest neighbor queries. 557-569 - Hannah Kim, Jaegul Choo, Chandan K. Reddy, Haesun Park:
Doubly supervised embedding based on class labels and intrinsic clusters for high-dimensional data visualization. 570-582 - Robson Motta, Rosane Minghim, Alneu de Andrade Lopes, Maria Cristina Ferreira de Oliveira:
Graph-based measures to assist user assessment of multidimensional projections. 583-598 - Paulo A. Pagliosa, Fernando Vieira Paulovich, Rosane Minghim, Haim Levkowitz, Luis Gustavo Nonato:
Projection inspector: Assessment and synthesis of multidimensional projections. 599-610 - Daniel Pérez, Leishi Zhang, Matthias Schäfer, Tobias Schreck, Daniel A. Keim, Ignacio Díaz Blanco:
Interactive feature space extension for multidimensional data projection. 611-626 - Pierrick Bruneau, Philippe Pinheiro, Bertjan Broeksema, Benoît Otjacques:
Cluster Sculptor, an interactive visual clustering system. 627-644
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