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ORCIDIJCNN 2010: Barcelona, Spain
- International Joint Conference on Neural Networks, IJCNN 2010, Barcelona, Spain, 18-23 July, 2010. IEEE 2010, ISBN 978-1-4244-6916-1
- Sheng Chen
, Xia Hong, Chris J. Harris:
Radial basis function classifier construction using particle swarm optimisation aided orthogonal forward regression. 1-6 - Xia Hong, Sheng Chen, Chris J. Harris:
Sparse kernel density estimation technique based on zero-norm constraint. 1-6 - Oscar Barambones:
A robust wind turbine control using a Neural Network based wind speed estimator. 1-8 - Rong-Jong Wai, Chia-Ming Liu:
Design of dynamic petri recurrent-fuzzy-neural- network for robust path tracking control of mobile robot. 1-8 - Tao Yang, Vojislav Kecman, Longbing Cao, Chengqi Zhang:
Testing Adaptive Local Hyperplane for multi-class classification by double cross-validation. 1-5 - Chong-Jia Ni, Wenju Liu, Bo Xu:
Mandarin stress detection using hierarchical model based boosting classification and regression tree. 1-5 - Chenye Qiu, Xingquan Zuo, Chunlu Wang, Jianping Wu, Tianle Zhang:
An urban traffic speed fusion method based on principle component analysis and neural network. 1-7 - Leonid I. Perlovsky, Marie-Claude Bonniot-Cabanac, Michel Cabanac:
Curiosity and pleasure. 1-3 - Li-Zhi Liao:
Interior point based continuous methods for linear programming. 1-3 - Takako Soma, Takashi Soma:
Ternary multiway switch and its implementation by neuron-like element. 1-7 - Rohen Sood, Irena Koprinska, Vassilios G. Agelidis:
Electricity load forecasting based on autocorrelation analysis. 1-8 - Olfa Jemai, Mourad Zaied, Chokri Ben Amar, Adel M. Alimi:
FBWN: An architecture of fast beta wavelet networks for image classification. 1-8 - Kwok-Pan Pang, A. B. M. Shawkat Ali:
Finding association of impact factor for breast cancer patient- A novel statistical approach. 1-5 - Mahdi Amina, Vassilis S. Kodogiannis, Efstathios Z. Panagou, George-John E. Nychas:
Modeling the Listeria monocytogenes survival/death curves using wavelet neural networks. 1-8 - Sven Tomforde, Holger Prothmann, Jürgen Branke, Jörg Hähner, Christian Müller-Schloer, Hartmut Schmeck:
Possibilities and limitations of decentralised traffic control systems. 1-9 - Carlos Vivaracho-Pascual, María Arancha Simón Hurtado:
Improving ANN performance for imbalanced data sets by means of the NTIL technique. 1-6 - Sébastien Hélie, Ron Sun:
Creative problem solving: A CLARION theory. 1-7 - Rui Chang, Wei Wang:
Novel algorithm for Bayesian network parameter learning with informative prior constraints. 1-8 - Ryota Yokote, Yasuo Matsuyama:
Yet Rapid ICA: Applications to un-indexed image-to-image retrieval. 1-8 - Qingjiu Zhang, Shiliang Sun:
Evolutionary classifier ensembles for semi-supervised learning. 1-6 - Krzysztof Siwek, Stanislaw Osowski, Mieczyslaw Sowinski:
Neural predictor ensemble for accurate forecasting of PM10 pollution. 1-7 - Faa-Jeng Lin, Syuan-Yi Chen:
Intelligent integral backstepping sliding mode control using recurrent neural network for magnetic levitation system. 1-7 - Jagdish Chandra Patra, Cédric Bornand:
Nonlinear dynamic system identification using Legendre neural network. 1-7 - Michael J. Moore, Richard W. Linderman, Morgan Bishop, Robinson E. Pino:
A columnar primary visual cortex (V1) model emulation using a PS3 Cell-BE array. 1-8 - Jeffrey J. Lovelace, John T. Rickard, Krzysztof J. Cios:
A spiking neural network alternative for the analog to digital converter. 1-8 - Adriana Dapena, Paula Maria Castro, Josmary Labrador:
Combination of supervised and unsupervised algorithms for communication systems with linear precoding. 1-8 - Aida Araujo Ferreira, Teresa Bernarda Ludermir:
Evolutionary strategy for simultaneous optimization of parameters, topology and reservoir weights in Echo State Networks. 1-7 - Ramin Pichevar, Hossein Najaf-Zadeh, Frédéric Mustière:
Neural-based approach to perceptual sparse coding of audio signals. 1-8 - Ronaldo Ribeiro Barbosa de Aquino, Manoel A. Carvalho, Otoni Nóbrega Neto, Milde M. S. Lira, Givanildo J. de Almeida, Solange N. N. Tiburcio:
Recurrent neural networks solving a real large scale mid-term scheduling for power plants. 1-6 - Steve Ling, Nuryani, Hung T. Nguyen:
Hypoglycaemia detection for type 1 diabetic patients based on ECG parameters using Fuzzy Support Vector Machine. 1-7 - Vojislav Kecman, J. Paul Brooks:
Locally linear support vector machines and other local models. 1-6 - Kai Keng Ang, Cuntai Guan, Kerry Lee, Jie Qi Lee, Shoko Nioka, Britton Chance:
Application of rough set-based neuro-fuzzy system in NIRS-based BCI for assessing numerical cognition in classroom. 1-7 - Mathias M. Adankon, Mohamed Cheriet:
Semi-supervised learning for weighted LS-SVM. 1-8 - Steven K. Esser, Anthony Ndirango, Dharmendra S. Modha:
Binding sparse spatiotemporal patterns in spiking computation. 1-9 - Haibo Min, Fuchun Sun, Shicheng Wang, Zhiguo Liu, Jinsheng Zhang:
Spacecraft coordination control in 6DOF based on Neural Network. 1-6 - Bonan Huang, Huaguang Zhang, Zhanshan Wang, Meng Dong:
A new delayed projection neural network for solving quadratic programming problems. 1-5 - Yajun Qu, Bo Dai, Bao-Gang Hu:
Neural-network based regression model with prior from ranking information. 1-8 - Timothée Masquelier, Simon J. Thorpe:
Learning to recognize objects using waves of spikes and Spike Timing-Dependent Plasticity. 1-8 - Liu Fan, Meng Joo Er, Leszek Rutkowski:
An online approach towards self-generating fuzzy neural networks with applications. 1-7 - Mauro Tucci, Marco Raugi:
Stability analysis of self-organizing maps and vector quantization algorithms. 1-5 - Eyosias Yoseph Imana, Fredric M. Ham, William H. Allen, Richard Ford:
Proactive reputation-based defense for MANETs using radial basis function neural networks. 1-6 - Ronaldo Ribeiro Barbosa de Aquino, Milde M. S. Lira, Manoel Henrique da Nobrega Marinho, Isabela A. Tavares, Luiz F. A. Cordeiro:
Inflow forecasting models based on artificial intelligence. 1-6 - Xianming Chen, Xiaoqin Zeng, Rong Chu, Shuiming Zhong:
A quantified sensitivity measure of Radial Basis Function Neural Networks to input variation. 1-6 - Chonghai Hu, James T. Kwok:
Manifold regularization for structured outputs via the joint kernel. 1-8 - Asim Roy:
Is the connectionist notion of subconcepts flawed? 1-6 - Vu Anh Nguyen, Janusz A. Starzyk, Alex Leng Phuan Tay, Wooi-Boon Goh:
Spatio-temporal sequence learning of visual place cells for robotic navigation. 1-8 - Claudius Gläser, Frank Joublin:
An adaptive Normalized Gaussian Network and its application to online category learning. 1-8 - Teresa García-Valverde, Alberto Caballero, Juan A. Botía, Antonio Fernandez Gómez-Skarmeta:
Semantic description of multimedia contents for the optimization of the advertising impact on TV program grids. 1-7 - Athanasios Pavlou, Matthew C. Casey:
Simulating the effects of cortical feedback in the superior colliculus with topographic maps. 1-8 - Manuel Fernández Delgado, Jorge Ribeiro, Eva Cernadas, Senén Barro:
Fast weight calculation for kernel-based perceptron in two-class classification problems. 1-6 - Anke Meyer-Bäse, Sylvain Lespinats, Ingo R. Keck, Elmar Wolfgang Lang:
Robust stability analysis of Linsker-Type Hebbian learning multi-time scale neural networks under parametric uncertainties. 1-5 - Nikolay Y. Nikolaev, Derrick Takeshi Mirikitani, Evgueni N. Smirnov:
Unscented grid filtering and elman recurrent networks. 1-7 - Iván Machón González, Hilario López García, José Luís Calvo-Rolle:
A hybrid batch SOM-NG algorithm. 1-5 - Iván Machón González, Hilario López García, José Luís Calvo-Rolle:
Modifying the learning rate of FLNG dealing with imbalanced datasets. 1-5 - Chi-Yung Yau, Kevin Burn, Stefan Wermter:
Configuring the stochastic Helmholtz machine for subcortical emotional learning. 1-8 - Masoumeh Azarpour, Seyyed Ali Seyyedsalehi, Aboozar Taherkhani:
Robust pattern recognition using chaotic dynamics in Attractor Recurrent Neural Network. 1-6 - Nils T. Siebel, Andreas Jordt, Gerald Sommer:
Accelerating neuro-evolution by compilation to native machine code. 1-8 - Fatma Hamdi, Mustapha Lebbah, Younès Bennani:
Topographic under-sampling for unbalanced distributions. 1-6 - Ryousuke Yabuwaki, Shigeo Abe:
Convergence improvement of active set support vector training. 1-5 - Marcílio Carlos Pereira de Souto, Ana Carolina Lorena, Newton Spolaôr, Ivan Gesteira Costa:
Complexity measures of supervised classifications tasks: A case study for cancer gene expression data. 1-7 - Masahiro Tsukada, Hirokazu Madokoro, Kazuhito Sato:
Unsupervised and adaptive category classification for a vision-based mobile robot. 1-6 - Michikazu Kikugawa, Won-Du Chang, Soonwook Hwang, Jungpil Shin:
A fast shape retrieval using dendrogram. 1-5 - Madhu K. Shankarapani, Kesav Kancherla, Subbu Ramamoorthy, Ram S. Movva, Srinivas Mukkamala:
Kernel machines for malware classification and similarity analysis. 1-6 - Ashfaqur Rahman, Brijesh K. Verma:
A novel ensemble classifier approach using weak classifier learning on overlapping clusters. 1-7 - Benhui Chen, Weifeng Gu, Jinglu Hu:
An improved multi-label classification based on label ranking and delicate boundary SVM. 1-6 - Ngoc Nam Nguyen, Chai Quek:
Stock price prediction using Generic Self-Evolving Takagi-Sugeno-Kang (GSETSK) fuzzy neural network. 1-8 - Luis A. Camuñas-Mesa, José Antonio Pérez-Carrasco, Carlos Zamarreño-Ramos, Teresa Serrano-Gotarredona, Bernabé Linares-Barranco:
Neocortical frame-free vision sensing and processing through scalable Spiking ConvNet hardware. 1-8 - Jin Hu, Jun Wang:
Global uniform asymptotic stability of memristor-based recurrent neural networks with time delays. 1-8 - Weiya Shi, Yue-Fei Guo:
Incomplete Cholesky decomposition based kernel principal component analysis for large-scale data set. 1-6 - J. C. Palomares Salas, A. Agüera Pérez, Juan José González de la Rosa, José Gabriel Ramiro Leo:
Clustering using SOFM and genetic algorithm. 1-6 - Burak Erdeniz, Nart Bedin Atalay:
Simulating probability learning and probabilistic reversal learning using the attention-gated reinforcement learning (AGREL) model. 1-6 - Furao Shen, Hui Yu, Wataru Kasai, Osamu Hasegawa:
An associative memory system for incremental learning and temporal sequence. 1-8 - Naveed ur Rehman, Danilo P. Mandic:
Quadrivariate Empirical Mode Decomposition. 1-7 - Hun Ki Lim, Leslie P. Keniston, Joo Heon Shin, Cao D. Nguyen, M. Alex Meredith, Krzysztof J. Cios:
A Neuronal Multisensory Processing Simulator. 1-7 - Jenia Jitsev, Christoph von der Malsburg:
Off-line memory reprocessing following on-line unsupervised learning strongly improves recognition performance in a hierarchical visual memory. 1-8 - Andreas Huemer, Mario Gongora, David A. Elizondo:
A robust reinforcement based self constructing neural network. 1-7 - Xin Jin, Francesco Galluppi, Cameron Patterson, Alexander D. Rast, Sergio Davies, Steve Temple, Steve B. Furber:
Algorithm and software for simulation of spiking neural networks on the multi-chip SpiNNaker system. 1-8 - Ricardo de A. Araújo, Adriano L. I. de Oliveira, Sérgio C. B. Soares:
A quantum-inspired hybrid methodology for financial time series prediction. 1-8 - Jie Yang, Long Li, Yan Liu, Jing Wang, Wei Wu:
Choice of initial bias in max-min fuzzy neural networks. 1-3 - Fernando Gaxiola, Patricia Melin, Miguel Lopez:
Modular neural networks for person recognition using segmentation and the iris biometric measurement with image pre-processing. 1-7 - Miguel Lopez, Patricia Melin, Oscar Castillo:
A new approach for fuzzy feature extraction based on pixel's brightness. 1-7 - Eng-Yeow Cheu, Chai Quek, See-Kiong Ng:
Time series forecasting with appetitive reward-based pseudo-outer-product fuzzy neural network. 1-8 - Nathan Kowahl, Anthony Kuh:
Micro-scale smart grid optimization. 1-8 - Motohiro Saiki, Satoshi Matsuda:
Evolutionary neural network model of universal grammar. 1-5 - Kairi Miyazaki, Satoshi Matsuda:
Robot planning by cooperation of Hopfield networks - A case of Warehouse Keeper Puzzle (sokoban) -. 1-6 - Yue-Der Lin, Chih-Yu Hsu, Hung-Yun Chen, Kuo-Kun Tseng:
An efficient ICA approach based on neural network framework for biomedical applications. 1-8 - Chin-I Huang:
Adaptive washout filter design with human visual-vestibular based (HVVB) for VR-based motion simulator. 1-6 - Marcin Budka, Bogdan Gabrys:
Correntropy-based density-preserving data sampling as an alternative to standard cross-validation. 1-8 - Jagdish Chandra Patra, Nyttle V. George, Pramod Kumar Meher:
DNA microarray analysis using Equalized Orthogonal Mapping. 1-8 - Shuo Wang, Huanhuan Chen, Xin Yao:
Negative correlation learning for classification ensembles. 1-8 - Clive Cheong Took, Danilo P. Mandic, Kazuyuki Aihara:
Quaternion-valued short term forecasting of wind profile. 1-6 - Fernando Benites, Florian Brucker, Elena P. Sapozhnikova:
Multi-label classification by ART-based neural networks and hierarchy extraction. 1-9 - Brian J. Fischer:
Bayesian estimates from heterogeneous population codes. 1-7 - Jamil Alshaqsi, Wenjia Wang:
A clustering ensemble method for clustering mixed data. 1-8 - Iakov M. Karandashev, Boris V. Kryzhanovsky:
Efficient energy landscape transformation in the problem of binary minimization. 1-6 - Charles W. Fox, Tony J. Prescott:
Hippocampus as unitary coherent particle filter. 1-8 - Nathan R. McDonald, Robinson E. Pino, Peter J. Rozwood, Bryant T. Wysocki:
Analysis of dynamic linear and non-linear memristor device models for emerging neuromorphic computing hardware design. 1-5 - Mehmet K. Muezzinoglu, Alexander Vergara, Ramón Huerta:
A unified framework for Volatile Organic Compound classification and regression. 1-7 - Katsuyuki Hagiwara:
On a training scheme based on orthogonalization and thresholding for a nonparametric regression problem. 1-8 - Cheng-Hsiung Hsieh, Fang-Jung Chang, Qiangfu Zhao:
Content aware image retrieval with partition-based color features. 1-7 - Zhijiang Wang, Jiming Liu, Ning Zhong, Haiyan Zhou, Yulin Qin:
Two perspectives to investigate the intrinsic organization of the dynamic and ongoing spontaneous brain activity in humans. 1-4 - Jose Luis Patino, François Brémond, Monique Thonnat:
Activity discovery from video employing soft computing relations. 1-8 - Nick F. Ryman-Tubb, Artur S. d'Avila Garcez:
SOAR - Sparse Oracle-based Adaptive Rule extraction: Knowledge extraction from large-scale datasets to detect credit card fraud. 1-9 - Nandita Tripathi, Stefan Wermter, Chihli Hung, Michael P. Oakes:
Semantic Subspace Learning with conditional significance vectors. 1-8 - Thomas Trappenberg, Aya Saito, Pitoyo Hartono:
Selective attention improves self-organization of cortical maps with multiple inputs. 1-4 - Gang Yang, Junyan Yi, Xiaofeng Meng:
A rebuilt clone elastic net algorithm for traveling salesman problem. 1-7 - Chun-Han Yang, Jue-Long Wang, Ko-Long Lin, Yau-Hwang Kuo, Kuo-Sheng Cheng:
Negative emotion detection using the heart rate recovery and time for twelve-beats heart rate decay after exercise stress test. 1-6 - Aydin Farajidavar, Daniel S. Levine, Nicholas W. Kohn, Paul B. Paulus:
Modeling the beneficial effects of incubation in creative brainstorming. 1-6 - Tatiana Tambouratzis, Dora Souliou, Miltiadis S. Chalikias, Andreas Gregoriades:
Combining probabilistic neural networks and decision trees for maximally accurate and efficient accident prediction. 1-8 - Bukhari Che Ujang, Clive Cheong Took, Danilo P. Mandic:
Identification of improper processes by variable tap-length complex-valued adaptive filters. 1-6 - Andrew Skabar, Shahmeer Memon:
Density estimation-based document categorization using von Mises-Fisher kernels. 1-8 - Andreas Knoblauch:
Optimal synaptic learning in non-linear associative memory. 1-7 - Silvia Curteanu, Florin Leon, Renata Furtuna, Elena Niculina Dragoi, Neculai Curteanu:
Comparison between different methods for developing neural network topology applied to a complex polymerization process. 1-8 - Andreas Knoblauch:
Zip nets: Efficient associative computation with binary synapses. 1-8 - Yun Yang, Ke Chen:
Unsupervised learning via iteratively constructed clustering ensemble. 1-8 - Chen-Han Chien, Chih-Cheng Lu, Hsin Chen:
Mapping the Diffusion Network into a stochastic system in Very Large Scale Integration. 1-7 - Ernst M. Kussul, Oleksandr Makeyev, Tatiana Baidyk, Daniel Calderon Reyes:
Neural network with ensembles. 1-7 - Wanyu Deng, Qinghua Zheng, Shiguo Lian, Lin Chen, Xin Wang:
Projection Vector Machine: One-stage learning algorithm from high-dimension small-sample data. 1-8 - Rakesh Chalasani, José C. Príncipe:
Self organizing maps with the correntropy induced metric. 1-6 - Vladimir Nikulin, Geoffrey J. McLachlan:
Identifying fiber bundles with regularised к-means clustering applied to the grid-based data. 1-8 - Kristine Monteith, Tony R. Martinez:
Using multiple measures to predict confidence in instance classification. 1-8 - Ning Zhong, Jianhui Chen:
Data-Brain driven multi-aspect mining process planning. 1-4 - Hung-Yi Hsieh, Kea-Tiong Tang, Zen-Huan Tsai, Hsin Chen:
A low-power, high-resolution WTA utilizing translinear-loop pre-amplifier. 1-5 - Toshimitsu Otani, Kazuhito Sato, Hirokazu Madokoro, Atsushi Inugami:
Segmentation of head MR images using hybrid neural networks of unsupervised learning. 1-7 - Christian Bitter, David A. Elizondo, Tim Watson:
Application of artificial neural networks and related techniques to intrusion detection. 1-8 - M. Sultan M. Siddiqui, Basabi Bhaumik:
Reaction-diffusion based model to develop binocular simple cells in visual cortex along with cortical maps. 1-8 - Russell S. A. Brinkworth, David C. O'Carroll:
Bio-inspired model for robust motion detection under noisy conditions. 1-8 - Emil Scarlat, Camelia Delcea:
A hybrid grey-fuzzy-neural networks model for enterprises' bankruptcy. 1-8 - Anderson F. B. F. da Costa, Bruno A. Pimentel, Renata M. C. R. de Souza:
A kernel k-means clustering method for symbolic interval data. 1-6 - Chihli Hung, Xin-Yi Huang, Hao-Kai Lin, Yen-Hsu Hou:
Integrated Time Series Forecasting approaches using moving average, grey prediction, support vector regression and bagging for NNGC. 1-6 - Holk Cruse, Malte Schilling:
Learning and retrieval of hierarchically organized information in a simple, one-layered RNN. 1-9 - Malte Schilling:
A universally manipulable body model: Application of the MMC principle to a dual quaternion representation. 1-8 - Clara Cordeiro, M. Manuela Neves:
Boot.EXPOS in NNGC competition. 1-7 - Alexander D. Rast, Francesco Galluppi, Xin Jin, Steve B. Furber:
The Leaky Integrate-and-Fire neuron: A platform for synaptic model exploration on the SpiNNaker chip. 1-8 - Thomas Nowotny:
Parallel implementation of a spiking neuronal network model of unsupervised olfactory learning on NVidia® CUDA™. 1-8 - Tatiana Baidyk, Ernst M. Kussul, Marco Antonio Rodríguez Flores, Alehandro Vega:
Neural classifier for larvae recognition. 1-4 - Fatemeh Jahangiri, Ali Doustmohammadi, Mohammad Bagher Menhaj:
Identification of twin-tanks dynamics using adaptive wavelet differential neural networks. 1-5 - Jimison Iavindrasana, Adrien Depeursinge, Gilles Cohen, Antoine Geissbühler, Henning Müller:
Asymmetric-margin support vector machines for lung tissue classification. 1-8 - Yan Meng, Yaochu Jin, Jun Yin, Matthew Conforth:
Human activity detection using spiking neural networks regulated by a gene regulatory network. 1-6 - Carlos E. Castañeda, Pedro Esquivel:
Direct current motor control based on high order neural networks using stochastic estimation. 1-8 - M. A. Lopez-Gordo, Francisco J. Pelayo, Alberto Prieto:
A high performance SSVEP-BCI without gazing. 1-5 - Swathi Kavuri Sri, Jacek M. Zurada, Jagath C. Rajapakse:
Evolutionary approach to ICA-R. 1-6 - A. Ravishankar Rao, Guillermo A. Cecchi:
Investigating the variation of orientation tuning in a computational model of the visual cortex. 1-8 - Bipin K. Tripathi, Prem K. Kalra:
Functional mapping with complex higher order compensatory neuron model. 1-8 - Thomas E. Gibbons:
Unifying quality metrics for reservoir networks. 1-7 - Yu He, Songhua Xu, Willard L. Miranker:
A Force Field Driven SOM for boundary detection. 1-7 - Hyun-Chul Choi, Se-Young Oh:
Illumination invariant lane color recognition by using road color reference & neural networks. 1-5 - Hirokazu Madokoro, Kazuhito Sato:
Visualizing Support Vectors and topological data mapping for improved generalization capabilities. 1-7 - Jie Ji, Daichi Kunita, Qiangfu Zhao:
A customer intention aware system for document analysis. 1-6 - Kazuhito Sato, Sakura Kadowaki, Hirokazu Madokoro, Atsushi Inugami:
Development of comparative reading system using 1D SOM for brain dock examinations. 1-7 - Chih-Hui Chiu, Ya-Fu Peng, You-Wei Lin:
WIPs real-time control using RIBTC. 1-6 - Jagdish Chandra Patra, Jacob A. Abraham, Pramod Kumar Meher, Goutam Chakraborty:
An improved SOM-based visualization technique for DNA microarray data analysis. 1-7 - Christopher T. Kello, Marshall R. Mayberry:
Critical branching neural computation. 1-7 - Yoshitatsu Matsuda, Kazunori Yamaguchi:
A probabilistic framework for joint approximate diagonalization. 1-6 - Paolo Motto Ros, Eros Pasero:
A framework for developing Neural Networks based mobile appliances. 1-8 - Verónica Bolón-Canedo, Noelia Sánchez-Maroño, Amparo Alonso-Betanzos:
On the effectiveness of discretization on gene selection of microarray data. 1-8 - Daw-Tung Lin, Kai-Yung Huang:
Collaborative pedestrian tracking with multiple cameras: Data fusion and visualization. 1-8 - Mark J. Embrechts, Blake J. Hargis, Jonathan D. Linton:
Augmented Efficient BackProp for backpropagation learning in deep autoassociative neural networks. 1-6 - Oleg A. Stepanov, Vladimir A. Vasiliev:
Comparison of the Bayesian and neural network algorithms in nonlinear navigation estimation problems. 1-7 - Jean-Luc Bouchot, Johannes Himmelbauer, Bernhard Moser:
On autocorrelation based on Hermann Weyl's discrepancy norm for time series analysis. 1-7 - Luca Leonardo Bologna, Romain Brasselet, Marco Maggiali, Angelo Arleo:
Neuromimetic encoding/decoding of spatiotemporal spiking signals from an artificial touch sensor. 1-6 - Kozo Hisamatsu, Toshimichi Saito:
Delay-induced order in pulse-coupled bifurcating neurons. 1-6 - Takashi Aoyagi, Damri Radenamad, Yukimasa Nakano, Akira Hirose:
Complex-valued self-organizing map clustering using complex inner product in active millimeter-wave imaging. 1-6 - Shanwen Zhang, Ying-Ke Lei, De-Shuang Huang:
Two-dimensional Neighborhood Discriminant Projection. 1-7 - Masayuki Karasuyama, Ichiro Takeuchi:
Nonlinear regularization path for the modified Huber loss Support Vector Machines. 1-8 - Jacqueline Christmas, Richard M. Everson:
Temporally coupled Principal Component Analysis: A Probabilistic autoregression method. 1-8 - Boris V. Kryzhanovsky, Leonid B. Litinskii:
Investigation of generalized Hopfield model by statistical physics methods. 1-6 - Haiqin Yang, Irwin King, Michael R. Lyu:
Multi-task Learning for one-class classification. 1-8 - Fei He, Min Li, Jianhong Yang, Jinwu Xu:
Adaptive clustering of production state based on kernel entropy component analysis. 1-8 - Michiel Hermans, Benjamin Schrauwen:
Memory in reservoirs for high dimensional input. 1-7 - Paulo Cortez:
Sensitivity analysis for time lag selection to forecast seasonal time series using Neural Networks and Support Vector Machines. 1-8 - Cesare Alippi, Manuel Roveri:
Virtual k-fold cross validation: An effective method for accuracy assessment. 1-6 - Ying-Ke Lei, Rong-Xiang Hu, Lei Tang, Shanwen Zhang, De-Shuang Huang:
Orthogonal linear local spline discriminant embedding for face recognition. 1-8 - Benjamin Satzger, Faruk Bagci, Theo Ungerer:
A novel constraint satisfaction problem solver for self-configuring distributed systems with highly dynamic behavior. 1-6 - Chenhui Yang, Yuan Yuan, Jennie Si:
High performance spike detection and sorting using neural waveform phase information and SOM clustering. 1-7 - Richard Fredlund, Richard M. Everson, Jonathan E. Fieldsend:
A Bayesian framework for active learning. 1-8 - Leonid I. Perlovsky, Roman Ilin:
Grounded symbols in the brain. 1-10 - Leonid I. Perlovsky, Daniel S. Levine:
Drive for Creativity. 1-6 - Lazhar Labiod, Nistor Grozavu, Younès Bennani:
Relational topological clustering. 1-8 - Jagdish Chandra Patra, Kenny H. K. Chua:
Neural network based drug design for diabetes mellitus using QSAR with 2D and 3D descriptors. 1-8 - Manuel Fernández Delgado, Jorge Ribeiro, Eva Cernadas, Senén Barro:
A Parallel Perceptron network for classification with direct calculation of the weights optimizing error and margin. 1-8 - Germano Resconi, Chu Kiong Loo, Nuo Wi Noel Tay:
Quantum Morphogenetic System in View-Invariant recognition. 1-7 - Renan W. F. Vitral:
Neurobiological challenge on visually attentive navigation: Who triggers the development of hippocampal Place Fields? Who responds for the appearance of motivational status to navigate? 1-6 - Dimitris Voukantsis, Kostas D. Karatzas, Athanasios Damialis, Despoina Vokou:
Forecasting airborne pollen concentration of Poaceae (Grass) and Oleaceae (Olive), using Artificial Neural Networks and Genetic algorithms, in Thessaloniki, Greece. 1-6 - Yasuo Matsuyama, Ryunosuke Hayashi:
Alpha-EM gives fast Hidden Markov Model estimation: Derivation and evaluation of alpha-HMM. 1-8 - Alberto Prieto, Daniel Souto, Richard J. Duro, Fernando López-Peña:
An ANN based automatic hyperspectral image processing system with adaptive dimensionality reduction. 1-8 - Harun Pirim, Dilip Gautam, Tanmay Bhowmik, Andy D. Perkins, Burak Eksioglu:
Performance evaluation of a community structure finding algorithm using modularity and C-rand measures. 1-8 - Sahar Changuel, Nicolas Labroche, Bernadette Bouchon-Meunier:
Automatic concept type identification from learning resources. 1-6 - Damiano Oldoni, Bert De Coensel, Michaël Rademaker, Bernard De Baets, Dick Botteldooren:
Context-dependent environmental sound monitoring using SOM coupled with LEGION. 1-8 - Paolo Arena, Christian Berg, Luca Patané, Ronald Strauss, Pietro Savio Termini:
An insect brain computational model inspired by Drosophila melanogaster: Architecture description. 1-7 - Ricardo de A. Araújo, Peter Sussner:
An increasing hybrid morphological-linear perceptron with pseudo-gradient-based learning and phase adjustment for financial time series prediction. 1-8 - Min Han, Yao Zhao:
Robust relevance vector machine with noise variance coefficient. 1-6 - Eduardo Gómez-Ramírez, Oscar Castillo, José Soria:
Hybrid system for cardiac arrhythmia classification with fuzzy k-nearest neighbors and Multi Layer Perceptrons combined by a fuzzy inference system. 1-6 - Azlee Zabidi, Wahidah Mansor, Lee Yoot Khuan, Ihsan Mohd Yassin, Rohilah Sahak:
Investigation of Mel Frequency Cepstrum Coefficients parameters for classification of infant cries with hypothyroidism using MLP classifier. 1-4 - Eva Kaslik, Seenith Sivasundaram:
Impulsive hybrid synchronization of chaotic discrete-time delayed neural networks. 1-8 - Patrick Koch, Wolfgang Konen, Kristine Hein:
Gesture recognition on few training data using Slow Feature Analysis and parametric bootstrap. 1-8 - Enrico Ferrari, Marco Muselli:
Maximizing pattern separation in discretizing continuous features for classification purposes. 1-8 - Peter McLeod, Brijesh K. Verma:
A classifier with clustered sub classes for the classification of suspicious areas in digital mammograms. 1-8 - Dawei Han, Weizhong Yan, Ali Moghaddam Nia:
Uncertainty with the Gamma Test for model input data selection. 1-5 - Angela Zeiler, Rupert Faltermeier, Ingo R. Keck, Ana Maria Tomé, Carlos García Puntonet, Elmar Wolfgang Lang:
Empirical Mode Decomposition - an introduction. 1-8 - Paolo Arena, Sebastiano De Fiore, Luca Patané, Massimo Pollino, Cristina Ventura:
Insect inspired unsupervised learning for tactic and phobic behavior enhancement in a hybrid robot. 1-8 - Rupert Faltermeier, Angela Zeiler, Ingo R. Keck, Ana Maria Tomé, Alexander Brawanski, Elmar Wolfgang Lang:
Sliding Empirical Mode Decomposition. 1-8 - Angela Zeiler, Rupert Faltermeier, Ingo R. Keck, Ana Maria Tomé, Alexander Brawanski, Carlos García Puntonet, Elmar Wolfgang Lang:
Brain status data analyzed by Empirical Mode Decomposition. 1-8 - Thomas Krüger, Michael Moessner, Andreas Kuhn, Joachim Axmann, Peter Voersmann:
Sliding mode online learning for flight control applications in unmanned aerial systems. 1-8 - Niceto Rafael Luque, Jesús Alberto Garrido, Richard Rafael Carrillo, Eduardo Ros:
Cerebellar spiking engine: Towards objet model abstraction in manipulation. 1-8 - Michal Sramka:
A privacy attack that removes the majority of the noise from perturbed data. 1-8 - Haruna Matsushita, Yoshifumi Nishio:
Batch-Learning Self-Organizing Map with Weighted Connections avoiding false-neighbor effects. 1-6 - Alexandros Bouganis, Murray Shanahan:
Training a spiking neural network to control a 4-DoF robotic arm based on Spike Timing-Dependent Plasticity. 1-8 - Severus Sheetekela, Komla A. Folly:
Power ystem controller design: A comparison between breeder genetic algorithm and Population Based Incremental Learning. 1-8 - William E. White, Khan M. Iftekharuddin, Abdesselam Bouzerdoum:
Improved learning in grid-to-grid neural network via clustering. 1-7 - Sergio Decherchi, Mauro Parodi, Sandro Ridella:
A neural model approach for regularization in the mean estimation case. 1-7 - Amanda Kathryn Lampton, John Valasek, Mrinal Kumar:
Multi-resolution state-space discretization for Q-Learning with pseudo-randomized discretization. 1-8 - Paolo Arena, Luca Patané, Pietro Savio Termini:
An insect brain computational model inspired by Drosophila melanogaster: Simulation results. 1-8 - Igor N. Aizenberg, Matthew Caudill, Jacob Jackson, Shane Alexander:
Learning nonlinearly separable mod k addition problem using a single multi-valued neuron with a periodic activation function. 1-8 - Isabelle Guyon, Gavin C. Cawley, Gideon Dror, Vincent Lemaire:
Design and analysis of the WCCI 2010 active learning challenge. 1-8 - Jiaqi Liang, Jing Dai, Ganesh K. Venayagamoorthy, Ronald G. Harley:
Dynamic system eigenvalue extraction using a linear echo state network for small-signal stability analysis - a novel application. 1-8 - José Carlos Palomares Salas, Juan José González de la Rosa, José Gabriel Ramiro Leo, A. Agüera Pérez:
Application of NNT in wind speed forecasting. 1-6 - João Luís Garcia Rosa:
Biologically plausible connectionist prediction of natural language thematic relations. 1-8 - Yuhua Zheng, Yan Meng, Yaochu Jin:
Fusing bottom-up and top-down pathways in neural networks for visual object recognition. 1-8 - Derong Liu, Qinglai Wei:
Adaptive dynamic programming for a class of discrete-time non-affine nonlinear systems with time-delays. 1-6 - Denisse Hidalgo, Patricia Melin, Oscar Castillo, Guillermo Licea:
Optimization of type-2 fuzzy systems based on the level of uncertainty, applied to response integration in modular neural networks with multimodal biometry. 1-6 - Mathieu Guillame-Bert, Krysia Broda, Artur S. d'Avila Garcez:
First-order logic learning in Artificial Neural Networks. 1-8 - Sebastián Maldonado, Richard Weber:
Feature selection for support vector regression via Kernel penalization. 1-7 - Ieroham S. Baruch, Carlos-Roman Mariaca-Gaspar, Irving Pavel de la Cruz, Oscar Castillo:
Direct torque adaptive vector neural control of a three-phase induction motor. 1-8 - Nguyen Thai-Nghe, Zeno Gantner, Lars Schmidt-Thieme:
Cost-sensitive learning methods for imbalanced data. 1-8 - Rafael M. O. Cruz, George D. C. Cavalcanti, Ing Ren Tsang:
An ensemble classifier for offline cursive character recognition using multiple feature extraction techniques. 1-8 - Joseph D. Skufca, Erik M. Bollt, Rakesh Pilkar, Charles J. Robinson:
Eigenposes: Using principal components to describe body configuration for analysis of postural control dynamics. 1-3 - Yujie Dai, Dongbin Zhao, Jianqiang Yi:
A comparative study of urban traffic signal control with reinforcement learning and Adaptive Dynamic Programming. 1-7 - Jie Yang, Abdesselam Bouzerdoum, Fok Hing Chi Tivive, Son Lam Phung:
Dimensionality reduction using compressed sensing and its application to a large-scale visual recognition task. 1-8 - Hiroomi Hikawa, Kenji Doumoto, Simone Miyoshi, Yutaka Maeda:
Image compression with hardware self-organizing map. 1-8 - Han Ju, Jian-Xin Xu, Antonius M. J. VanDongen:
Classification of musical styles using liquid state machines. 1-7 - Shu Feng, Ah-Hwee Tan:
Self-organizing neural networks for behavior modeling in games. 1-8 - Sascha Lange, Martin A. Riedmiller:
Deep auto-encoder neural networks in reinforcement learning. 1-8 - Yohei Tomita, Yasue Mitsukura, Toshihisa Tanaka, Jianting Cao:
EEG frequency analysis for dozing detection system. 1-4 - Ronald Strauss, Christian Berg:
The central control of oriented locomotion in insects - towards a neurobiological model. 1-8 - Hasan Seckin Efendioglu, Tulay Yildirim, Kemal M. Fidanboylu:
Use of Artificial Neural Networks for improving fiber optic microbend sensor performance. 1-6 - Xu Wang, Zhiqiang Cao, Zeng-Guang Hou, Long Cheng, Min Tan:
Correlation detection with firing rate estimation based on temporal coincidence coding. 1-6 - Julio J. Valdés, Antonio Pou:
Central england temperatures and solar activity: A Computational Intelligence approach. 1-8 - Manuel Cruz-Ramírez, César Hervás-Martínez, Juan Carlos Fernández, Javier Sánchez-Monedero:
Learning Artificial Neural Networks multiclassifiers by evolutionary multiobjective differential evolution guided by statistical distributions. 1-8 - Jagath C. Rajapakse, Wenda Chen:
Complex ICA-R. 1-8 - Davide Anguita, Alessandro Ghio, Noemi Greco, Luca Oneto, Sandro Ridella:
Model selection for support vector machines: Advantages and disadvantages of the Machine Learning Theory. 1-8 - Vincent Lemaire, Marc Boullé, Fabrice Clérot, Pascal Gouzien:
A method to build a representation using a classifier and its use in a K Nearest Neighbors-based deployment. 1-8 - Wenjia Wang:
Heterogeneous Bayesian ensembles for classifying spam emails. 1-8 - Bernd Carsten Stahl, David A. Elizondo, Moira Carroll-Mayer, Yingqin Zheng, Kutoma Wakunuma:
Ethical and legal issues of the use of computational intelligence techniques in computer security and computer forensics. 1-8 - Theresa Nick, Edmund Coersmeier, Jan Geldmacher, Jürgen Götze:
Classifying means of transportation using mobile sensor data. 1-6 - Eugenio Martinelli, Davide Polese, Francesca Dini, Roberto Paolesse, Daniel Filippini, Arnaldo D'Amico, Detlev Schild, Ingemar Lundström, Corrado Di Natale:
Testing olfactory models with an artificial experimental platform. 1-6 - Ping Sun, Irena Begaj, Iris Fermin, Jim McManus:
Creating health typologies with random forest clustering. 1-7 - Takashi Ogawa, Toshimichi Saito:
Digital spike maps and learning of spike signals. 1-6 - Christian Faubel, Gregor Schöner:
Learning objects on the fly - object recognition for the here and now. 1-8 - Jianyong Sun, Ata Kabán, Jonathan M. Garibaldi:
Robust mixture modeling using the Pearson type VII distribution. 1-7 - Lester L. Solbakken:
Dynamic segmentation using Fuzzy Oscillatory Networks. 1-8 - Hiroomi Hikawa, Seito Yamazaki, Tatsuya Ando, Simone Miyoshi, Yutaka Maeda:
Comparison of range check classifier and hybrid network classifier for hand sign recognition system. 1-8 - Noelia Sánchez-Maroño, Amparo Alonso-Betanzos, Pablo Garcia-Gonzalez, Verónica Bolón-Canedo:
Multiclass classifiers vs multiple binary classifiers using filters for feature selection. 1-8 - Tiago A. Almeida, Akebo Yamakami:
Content-based spam filtering. 1-7 - Si-Yao Fu, Guosheng Yang, Zeng-Guang Hou:
Multiple kernel learning with ICA: Local discriminative image descriptors for recognition. 1-6 - Shah Rizam Mohd Shah Baki, M. Annuar Mohd Z, Ihsan Mohd Yassin, Hasliza Abu Hassan, Azlee Zabidi:
Non-destructive classification of watermelon ripeness using Mel-Frequency Cepstrum Coefficients and Multilayer Perceptrons. 1-6 - Morgan Bishop, Michael J. Moore, Daniel J. Burns, Robinson E. Pino, Richard W. Linderman:
Affordable emerging computer hardware for neuromorphic computing applications. 1-5 - Dusan Sovilj, Tapani Raiko, Erkki Oja:
Extending Self-Organizing Maps with uncertainty information of probabilistic PCA. 1-7 - Kristina Vassiljeva, Eduard Petlenkov, Juri Belikov:
State-space control of nonlinear systems identified by ANARX and Neural Network based SANARX models. 1-8 - Àngela Nebot, Francisco Mugica, Félix Castro:
Fuzzy predictive models to help teachers in e-learning courses. 1-7 - Francesco Iorio, Loredana Murino, Diego di Bernardo, Giancarlo Raiconi, Roberto Tagliaferri:
Gene ontology fuzzy-enrichment analysis to investigate drug mode-of-action. 1-7 - Chih-Yu Hsu, Hao-Feng Wang, Hui-Ching Wang, Kuo-Kun Tseng, Yih-Jing Tang:
Automatic extraction of face contours. 1-8 - Sara Lioba Volpi, Marco Cococcioni, Beatrice Lazzerini, Dan C. Stefanescu:
Rolling element bearing diagnosis using convex hull. 1-8 - Alexander V. Kretinin, Yurij A. Bulygin, Michail I. Kirpichev, Tamara I. Darneva:
Neuronet's method of weighted residuals for computer simulation of hydrodynamics problems. 1-6 - Ignazio Aleo, Paolo Arena, Luca Patané:
Incremental learning for visual classification using Neural Gas. 1-6 - Pawel Wawrzynski:
Fixed point method of step-size estimation for on-line neural network training. 1-6 - Saverio De Vito, Eugenio Martinelli, Raffaele Di Fuccio, Francesco Tortorella, Girolamo Di Francia, Arnaldo D'Amico, Corrado Di Natale:
Artificial immune systems for Artificial Olfaction data analysis: Comparison between AIRS and ANN models. 1-7 - Geoffrey R. Guile, Wenjia Wang:
Factors affecting boosting ensemble performance on DNA microarray data. 1-7 - Toni Palau, Simon Sigl, Andreas Kuhn, Helmut A. Mayer:
A generic approach for learning performance assessment functions. 1-6 - Cornelius Glackin, Liam P. Maguire, Liam McDaid:
Feature extraction from spectro-temporal signals using dynamic synapses, recurrency, and lateral inhibition. 1-6 - Vladyslav V. Shaposhnyk, Alessandro E. P. Villa, Tetiana Aksenova:
Advances in structural modeling robust to outliers in explanatory and response variables. 1-8 - Alexis Bondu, Vincent Lemaire, Marc Boullé:
Exploration vs. exploitation in active learning : A Bayesian approach. 1-7 - Marco A. Wiering, Thijs Kooi:
Region enhanced neural Q-learning for solving model-based POMDPs. 1-8 - José Luis Rosselló, Vincent Canals, Antoni Morro:
Hardware implementation of stochastic-based Neural Networks. 1-4 - Ignazio Aleo, Paolo Arena, Luca Patané:
SARSA-based reinforcement learning for motion planning in serial manipulators. 1-6 - Kuan-Chieh Huang, Sheng-Yu Huang, Yau-Hwang Kuo:
Emotion recognition based on a novel triangular facial feature extraction method. 1-6 - Md. Asaduzzaman, Sultan Uddin Ahmed, Md. Fazle Elahi Khan, M. Shahjahan, Kazuyuki Murase:
Making use of damped noisy gradient in training neural network. 1-5 - Sultan Uddin Ahmed, Md. Fazle Elahi Khan, M. Shahjahan, Kazuyuki Murase:
A complexity based Silent Pruning Algorithm. 1-7 - Ilaria Ardoino, Federico Ambrogi, Chris Bajdik, Paulo J. G. Lisboa, Elia Biganzoli, Patrizia Boracchi:
Flexible parametric modelling of the hazard function in breast cancer studies. 1-5 - Jean-Charles Quinton:
Exploring and optimizing dynamic neural fields parameters using Genetic Algorithms. 1-7 - Hesam T. Dashti, Tiago Simas, Rita Almeida Ribeiro, Amir H. Assadi, André Moitinho de Almeida:
MK-means - Modified K-means clustering algorithm. 1-6 - Alejandro Agostini, Enric Celaya:
Reinforcement Learning with a Gaussian mixture model. 1-8 - Javier Perez-Florido, Héctor Pomares, Ignacio Rojas, José Miguel Urquiza Ortiz, Luis Javier Herrera, Manuel Gonzalo Claros:
Effect of pre-processing methods on microarray-based SVM classifiers in affymetrix genechips. 1-6 - Taisuke Nakamura, Takuma Imai, Haruhiko Takase, Naoki Morita, Hiroharu Kawanaka, Shinji Tsuruoka:
e-Learning system to support teacher's awareness for misunderstandings in quiz. 1-5 - Vincenzo Di Lecce, Antonella Giove, Alessandro Quarto:
Use of a FIS for low cost student presence detector in e-learning 2.0. 1-7 - Efraín Mayhua-López, Vanessa Gómez-Verdejo, Aníbal R. Figueiras-Vidal:
Improving boosting performance with a local combination of learners. 1-7 - Ashraf Elsayed, Frans Coenen, Marta García-Fiñana, Vanessa Sluming:
Region of Interest Based Image Classification using time series analysis. 1-6 - Mohd. Hanafi Ahmad Hijazi, Frans Coenen, Yalin Zheng:
Retinal image classification using a histogram based approach. 1-7 - Francisco Zamora-Martínez, María José Castro Bleda, Salvador España Boquera, Jorge Gorbe-Moya:
Unconstrained offline handwriting recognition using connectionist character N-grams. 1-7 - Niccoló Bassani, Federico Ambrogi, Danila Coradini, Patrizia Boracchi, Elia Biganzoli:
Complementary use of cluster analysis and biplots to discover and validate patterns of gene expression in microarray data. 1-7 - Beatriz Pérez-Sánchez, Oscar Fontenla-Romero, Bertha Guijarro-Berdiñas:
An incremental learning method for neural networks in adaptive environments. 1-8 - Chen Zhang, Julian Eggert:
A probabilistic method for hierarchical 2D-3D tracking. 1-8 - Vassilios Petridis, Nikos Zikos:
L-SLAM: Reduced dimensionality FastSLAM algorithms. 1-7 - Stephan Kirstein, Heiko Wersing, Edgar Körner:
Towards autonomous bootstrapping for life-long learning categorization tasks. 1-8 - Estevão Laureano Esmi, Peter Sussner:
A fuzzy associative memory based on Kosko's subsethood measure. 1-8 - Victor Onclinx, John Aldo Lee, Vincent Wertz, Michel Verleysen:
Dimensionality reduction by rank preservation. 1-8 - Mahmood R. Azimi-Sadjadi, Neil Wachowski:
An information theoretic approach for in-situ underwater target classification. 1-8 - Nathan F. Lepora, Mathew H. Evans, Charles W. Fox, Mathew E. Diamond, Kevin N. Gurney, Tony J. Prescott:
Naive Bayes texture classification applied to whisker data from a moving robot. 1-8 - Ricardo J. Bessa, Vladimiro Miranda, José C. Príncipe, Audun Botterud, Jun Wang:
Information theoretic learning applied to wind power modeling. 1-8 - Yilin Kang, Ah-Hwee Tan:
Self-organizing agents for reinforcement learning in virtual worlds. 1-8 - Amit Bhaya, Fernando Agustin Pazos, Eugenius Kaszkurewicz:
The controlled conjugate gradient type trajectory-following neural net for minimization of nonconvex functions. 1-8 - Ryo Ito, Toshimichi Saito:
Dynamic binary neural networks and evolutionary learning. 1-5 - Timothée G. Leleu:
Building "invertible" fractals: Introduction to Context-Dependant Iterated Function Systems. 1-8 - Jian-Xin Xu, Xin Deng:
Biological neural network based chemotaxis behaviors modeling of C. elegans. 1-8 - Sidath Ravindra Liyanage, Jian-Xin Xu, Cuntai Guan, Kai Keng Ang, Tong Heng Lee:
EEG signal separation for multi-class motor imagery using common spatial patterns based on Joint Approximate Diagonalization. 1-6 - Alexander Nedzved, Valery Starovoitov:
Extraction of thin color pattern from images for histology investigation. 1-7 - Shang-Ming Zhou, Ronan A. Lyons, Owen Bodger, Joanne C. Demmler, Mark D. Atkinson:
SVM with entropy regularization and particle swarm optimization for identifying children's health and socioeconomic determinants of education attainments using linked datasets. 1-8 - Nicolas Loménie:
Reasoning with spatial relations over high-content images. 1-7 - Sylvain Saïghi, Timothée Levi, Bilel Belhadj, Olivia Malot, Jean Tomas:
Hardware system for biologically realistic, plastic, and real-time spiking neural network simulations. 1-7 - Haigen Hu, Lihong Xu, Ruihua Wei:
Nonlinear adaptive Neuro-PID controller design for greenhouse environment based on RBF network. 1-7 - Jagdish Chandra Patra, Cédric Bornand:
Development of Chebyshev neural network-based smart sensors for noisy harsh environment. 1-8 - Shuiping Gou, Hui Yang, Licheng Jiao, Xiong Zhuang:
Algorithm of Partition based Network Boosting for imbalanced data classification. 1-6 - Hayrettin Gürkök, Mannes Poel, Job Zwiers:
Classifying motor imagery in presence of speech. 1-8 - Jagath C. Rajapakse, Iti Chaturvedi:
Gene regulatory networks with variable-order dynamic Bayesian networks. 1-5 - Ahmed Mnasser, Faouzi Bouani, Mekki Ksouri:
Robust predictive controller based on an uncertain neural networks model. 1-6 - John G. Taylor:
The creativity effect: Consciousness versus attention. 1-8 - John G. Taylor:
A roadmap for autonomous adaptive systems: The brain-guided attention (BGA) system. 1-8 - Junya Nishiguchi, Chosei Kaseda, Hirotaka Nakayama, Masao Arakawa, Yeboon Yun:
Modified Support Vector Regression in outlier detection. 1-5 - Esteban J. Palomo, Juan Miguel Ortiz-de-Lazcano-Lobato, Enrique Domínguez, Rafael Marcos Luque:
An anomaly detection system using a GHSOM-1. 1-7 - Chih-Wei Lu, Chia-Yen Hsieh, Ching-Tsan Chiang:
A Recurrent S_CMAC_GBF based estimation for global solar radiation from environmental information. 1-5 - Lei Tang, Ying-Ke Lei, Lin Zhu, De-Shuang Huang:
Dimensionality reduction based on minimax risk criterion for face recognition. 1-6 - Michail Maniadakis, Panos E. Trahanias, Jun Tani:
Self-organized executive control functions. 1-8 - Xin Jin, Alexander D. Rast, Francesco Galluppi, Sergio Davies, Steve B. Furber:
Implementing spike-timing-dependent plasticity on SpiNNaker neuromorphic hardware. 1-8 - Chao-Hui Huang, Daniel Racoceanu, Ludovic Roux, Thomas C. Putti:
Bio-inspired computer visual system using GPU and Visual Pattern Assessment Language (ViPAL): Application on breast cancer prognosis. 1-8 - Oscar Chang, Pascual Campoy Cervera, Carol Martínez, Miguel A. Olivares-Méndez:
A robotic eye controller based on cooperative neural agents. 1-6 - Barbara Rakitsch, Andreas Bernauer, Oliver Bringmann, Wolfgang Rosenstiel:
Pruning population size in XCS for complex problems. 1-8 - José Fernando Fontanari, Leonid I. Perlovsky:
A computational model of adults' performance in naming objects using cross-situational learning. 1-8 - Jorge López Lázaro, Álvaro Barbero Jiménez, José R. Dorronsoro:
An MDM solver for the nearest point problem in Scaled Convex Hulls. 1-8 - Qing Zhang, Minho Lee:
Fuzzy-GIST for 4-emotion recognition in natural scene images. 1-8 - José García Rodríguez, Anastassia Angelopoulou, Juan Manuel García Chamizo, Alexandra Psarrou:
GNG based surveillance system. 1-8 - Gladston J. P. Moreira, Elizabeth F. Wanner, Frederico G. Guimarães, Luiz Duczmal, Ricardo H. C. Takahashi:
LMI formulation for multiobjective learning in Radial Basis Function neural networks. 1-7 - Khaled Bashir Shaban, Abdunnaser Younes, R. Lam, M. Allison, S. Kathirgamanathan:
Credit default swap pricing using artificial neural networks. 1-8 - Cameron Johnson, Ganesh K. Venayagamoorthy:
Encoding real values into polychronous spiking networks. 1-7 - Ali A. Minai, Mithun Perdoor, Kiran V. Byadarhaly, Suresh Vasa, Laxmi R. Iyer:
A synergistic view of autonomous cognitive systems. 1-8 - George G. Cabral, Adriano L. I. Oliveira:
A hybrid method for novelty detection in time series based on states transitions and swarm intelligence. 1-8 - Dominic Palmer-Brown, Chrisina Draganova:
Recurrent snap-drift neural network for phrase recognition. 1-5 - Patrick Camilleri, Massimiliano Giulioni, Maurizio Mattia, Jochen Braun, Paolo Del Giudice:
Self-sustained activity in attractor networks using neuromorphic VLSI. 1-6 - André Stuhlsatz, Jens Lippel, Thomas Zielke:
Discriminative feature extraction with Deep Neural Networks. 1-8 - Junmei Zhu:
Self-organization of two interacting winner-take-all systems. 1-5 - Eduardo Akira Kinto, Emilio Del-Moral-Hernandez:
SVM - Neighbor based candidate working set selection applied on text-categorization. 1-7 - Jason L. Wright, Milos Manic:
Neural network architecture selection analysis with application to cryptography location. 1-6 - Wenlian Lu, Jianfeng Feng:
On Gaussian random neuronal field model: Moment neuronal network approach. 1-8 - Tian Ge, Wenlian Lu, Jianfeng Feng:
Find synaptic topology from spike trains. 1-6 - Daesung Kang, Jooyoung Park, José C. Príncipe:
Binary classification based on SVDD projection and nearest neighbors. 1-6 - Anastassia Angelopoulou, José García Rodríguez, Alexandra Psarrou, Gaurav Gupta:
Hand gesture modelling and tracking using a Self-Organising Network. 1-7 - Masood Zamani, Alireza Sadeghian, Sylvain Chartier:
A bidirectional associative memory based on cortical spiking neurons using temporal coding. 1-8 - Marcos G. Quiles, Liang Zhao, Fabricio A. Breve, Anderson Rocha:
Label propagation through neuronal synchrony. 1-8 - Marta Ruiz-Llata, Guillermo Guarnizo, Mar Yébenes-Calvino:
FPGA implementation of a support vector machine for classification and regression. 1-5 - Siti Norbaiti Abdullah, Xiao-Jun Zeng:
Machine learning approach for crude oil price prediction with Artificial Neural Networks-Quantitative (ANN-Q) model. 1-8 - Ricardo Cerri, André Carlos Ponce de Leon Ferreira de Carvalho:
New top-down methods using SVMs for Hierarchical Multilabel Classification problems. 1-8 - Dimitrios Bouzas, Nikolaos Arvanitopoulos, Anastasios Tefas:
Optimizing subclass discriminant Error Correcting Output Codes using particle swarm optimization. 1-7 - Jie Ding, S. N. Balakrishnan, Frank L. Lewis:
A Cost Function Based Single Network Adaptive Critic architecture for optimal control synthesis for a class of nonlinear systems. 1-8 - Marissa Milne, Martin H. Luerssen, Trent W. Lewis, Richard Leibbrandt, David M. W. Powers:
Development of a virtual agent based social tutor for children with autism spectrum disorders. 1-9 - Hong Lee, Brijesh K. Verma:
Over-segmentation and Neural Binary Validation for cursive handwriting recognition. 1-5 - Tia Vance, Natasa Reljin, Aleksandar Lazarevic, Dragoljub Pokrajac, Vojislav Kecman, Noureddine Melikechi, Aristides Marcano, Yuri Markushin, Samantha McDaniel:
Classification of LIBS protein spectra using support vector machines and adaptive local hyperplanes. 1-7 - Eduardo Bayro-Corrochano, Eduardo Vázquez-Santacruz:
A geometric radial basis function network for tracking variant 3D transformations. 1-6 - Takuya Kitamura, Syogo Takeuchi, Shigeo Abe:
Feature selection and fast training of subspace based support vector machines. 1-6 - Aluízio Fausto Ribeiro Araújo, Hansenclever de F. Bassani, Renato Ferrari Pacheco:
Occurrence of false memories: A neural module considering context for memorization of words lists. 1-8 - Pablo A. Estévez, Pablo Huijse, Pablo Zegers, José C. Príncipe, Pavlos Protopapas:
Period detection in light curves from astronomical objects using correntropy. 1-7 - Peng Zhuang, Dan Wang, Yi Shang:
SMART: Simultaneous indoor localization and map construction using smartphones. 1-8 - Stefan Schliebs, Michael Defoin-Platel, Nikola K. Kasabov:
Analyzing the dynamics of the simultaneous feature and parameter optimization of an evolving Spiking Neural Network. 1-8 - Ming-Han Wu, Chih-Jen Wang, Yen-Kuang Yang, Jeen-Shing Wang, Pau-Choo Chung:
Emotional quality level recognition based on HRV. 1-6 - Shen Xu, Yi Lu Murphey:
Vehicle detection using Bayesian Network Enhanced Cascades Classification (BNECC). 1-6 - Trung Le, Dat Tran, Wanli Ma, Dharmendra Sharma:
An optimal sphere and two large margins approach for novelty detection. 1-6 - Kou-Yuan Huang, Wen-Lung Chang:
A neural network method for prediction of 2006 World Cup Football Game. 1-8 - Yuta Ishikawa, Ichiro Takeuchi:
Detecting differentially aberrant genomic regions in multi-sample array CGH experiments using nearest-neighbor multivariate test. 1-8 - Mohammad Shahin Mahanta, Amirhossein S. Aghaei, Konstantinos N. Plataniotis, Subbarayan Pasupathy:
Spatio-spectral sufficient statistic for mental imagery EEG signals. 1-7 - Gufei Sun, Jinglu Hu, Gengfeng Wu:
A novel frequency band selection method for Common Spatial Pattern in Motor Imagery based Brain Computer Interface. 1-6 - Hiroshi Higashi, Toshihisa Tanaka, Yasue Mitsukura:
Rhythmic component extraction considering phase alignment and the application to motor imagery-based brain computer interfacing. 1-6 - Takahiro Sato, Kota Watanabe, Hajime Igarashi:
Acquisition of adaptive walking behaviors using machine learning with Central Pattern Generator. 1-8 - Abhishek Singh, José C. Príncipe:
A loss function for classification based on a robust similarity metric. 1-6 - David Verstraeten, Joni Dambre, Xavier Dutoit, Benjamin Schrauwen:
Memory versus non-linearity in reservoirs. 1-8 - Irina Topalova, Alexander Tzokev:
Automated texture classification of marble shades with real-time PLC neural network implementation. 1-8 - Habib Dhahri, Adel M. Alimi:
Opposition-based particle swarm optimization for the design of beta basis function neural network. 1-8 - William Newman, David Franzel, Takeshi Matsumoto, Richard Leibbrandt, Trent W. Lewis, Martin H. Luerssen, David M. W. Powers:
Hybrid world object tracking for a virtual teaching agent. 1-9 - Yasuhiro Ueda, Masakazu Kawahara, Takashi Inoue, Yoko Uwate, Yoshifumi Nishio:
Space-varying cellular neural networks designed by Hopfield neural network. 1-6 - Christophe Guyeux, Jacques M. Bahi:
Topological chaos and chaotic iterations application to hash functions. 1-7 - Chi-Chung Cheung, Sin Chun Ng, Andrew K. Lui, Sean Shensheng Xu:
Enhanced Two-Phase method in fast learning algorithms. 1-7 - Isaac Chairez, Alejandro García-González, Alexander S. Poznyak, Tatyana Poznyak:
Model predictive control by differential neural networks approach. 1-8 - Wen Yao, Xiaoqian Chen, Michel van Tooren, Yuexing Wei:
Euclidean distance and second derivative based widths optimization of radial basis function neural networks. 1-8 - Shingo Noguchi, Yuko Osana:
Improved Kohonen Feature Map Probabilistic Associative Memory based on Weights Distribution. 1-8 - Cesare Alippi, Giacomo Boracchi, Manuel Roveri:
Change detection tests using the ICI rule. 1-7 - Wei-Shen Tai, Chung-Chian Hsu, Jong-Chen Chen:
A mixed-type self-organizing map with a dynamic structure. 1-8 - Evgenii Vityaev, Boris Kovalerchuk, Leonid I. Perlovsky, Stanislav Smerdov:
Probabilistic Dynamic Logic of Phenomena and Cognition. 1-6 - Kenny Hong, Stephan K. Chalup, Robert A. R. King:
A component based approach improves classification of discrete facial expressions over a holistic approach. 1-8 - Angel Jiménez-Fernandez, Alejandro Linares-Barranco, Rafael Paz-Vicente, Gabriel Jiménez, Antón Civit:
Building blocks for spikes signals processing. 1-8 - Nariman Mahdavi Mazdeh, Mohammad Bagher Menhaj, Ahmad Afshar:
Possibility of synchronization in Hopfield like Chaotic Neural Networks with just adding a single neuron. 1-5 - O. G. Mohammed, Khaled T. Assaleh, Ghaleb A. Husseini, Amin F. Majdalawieh, Scott R. Woodward:
DNA base-calling using polynomial classifiers. 1-5 - Maithreye Rengaswamy, V. Srinivasa Chakravarthy:
A study of the switching function of the Subthalamic Nucleus in saccade generation using a computational model of Basal Ganglia. 1-6 - Petr Kadlec, Bogdan Gabrys:
Adaptive on-line prediction soft sensing without historical data. 1-8 - Hemen Showkati, Amir H. Hejazi, Sajad Elyasi:
Short Term Load Forecasting using Echo State Networks. 1-5 - Kenta Hoshino, Hajime Igarashi:
An image recognition based on neural oscillator network. 1-6 - Ioana Sporea, André Grüning:
A distributed model of memory for the McGurk effect. 1-4 - Renata Lúcia Mendonça Ernesto do Rego, Aluízio Fausto Ribeiro Araújo:
A surface reconstruction method based on self-organizing maps and intrinsic Delaunay triangulation. 1-8 - Yasuaki Kuroe, Tomokazu Ueyama:
Learning methods of recurrent Spiking Neural Networks based on adjoint equations approach. 1-8 - Manoel C. Amorim Neto, Gustavo Tavares, Victor Medeiros Outtes Alves, George D. C. Cavalcanti, Ing Ren Tsang:
Improving financial time series prediction using exogenous series and neural networks committees. 1-8 - Motonobu Hattori:
Dual-network memory model using a chaotic neural network. 1-5 - Juan Pablo Lacassie, Javier Ruiz-del-Solar:
Application of artificial neural networks to the geochemical study of an impacted fluvial system. 1-8 - Chuan-Yu Chang, Jun-Ying Zheng, Chi-Jane Wang:
Based on Support Vector Regression for emotion recognition using physiological signals. 1-7 - Altaf Ahmad Huqqani, Xin Li, Peter Paul Beran, Erich Schikuta:
N2Cloud: Cloud based neural network simulation application. 1-5 - Yu-Kai Wang, Nikhil R. Pal, Chin-Teng Lin, Shi-An Chen:
Analyzing effect of distraction caused by dual-tasks on sharing of brain resources using SOM. 1-6 - Hiroyasu Ando, K. Karthik, V. Srinivasa Chakravarthy:
Studying the economy of energy expenditure in a large balanced spiking neuron network. 1-5 - Victor Medeiros Outtes Alves, George D. C. Cavalcanti:
A nonexclusive task decomposition method for modular neural networks. 1-6 - KyungHyun Cho, Tapani Raiko, Alexander Ilin:
Parallel tempering is efficient for learning restricted Boltzmann machines. 1-8 - Tetsuya Hishiki, Hiroyuki Torikai:
Neural behaviors and nonlinear dynamics of a rotate-and-fire digital spiking neuron. 1-8 - Lan Wang, Yu Cheng, Jinglu Hu:
Nonlinear adaptive control using a fuzzy switching mechanism based on improved quasi-ARX neural network. 1-7 - Sang-Woo Ban, Bumhwi Kim, Minho Lee:
Top-down visual selective attention model combined with bottom-up saliency map for incremental object perception. 1-8 - Tetsuro Iguchi, Akira Hirata, Hiroyuki Torikai:
Integrate-and-fire-type digital spiking neuron and its learning for spike-pattern-division multiplex communication. 1-8 - Huanhuan Chen, Anthony G. Cohn:
Probabilistic robust hyperbola mixture model for interpreting ground penetrating radar data. 1-8 - Ming Zhu, Lipo Wang:
Intelligent trading using support vector regression and multilayer perceptrons optimized with genetic algorithms. 1-5 - Chuan-Yu Chang, Yan-Chiang Huang:
Personalized facial expression recognition in indoor environments. 1-8 - Fabio Ruini, Angelo Cangelosi:
An Evolutionary Robotics 3D model for autonomous MAVs navigation, target tracking and group coordination. 1-8 - Dmitri Yudanov, Muhammad Shaaban, Roy Melton, Leon Reznik:
GPU-based simulation of spiking neural networks with real-time performance & high accuracy. 1-8 - Qiao Cai, Sheng Chen, Xiaochen Li, Nansai Hu, Haibo He, Yu-Dong Yao, Joseph Mitola III:
An integrated incremental self-organizing map and hierarchical neural network approach for cognitive radio learning. 1-6 - Ying-Jeh Huang, C. Y. Chen, B. W. Hong, Tzu-Chun Kuo, H. H. Yu:
Fuzzy neural network based RFID indoor location sensing technique. 1-5 - Yoko Uwate, Yoshifumi Nishio:
Learning process of Affordable Neural Network for backpropagation algorithm. 1-7 - Yu-Lin Liao, Che-Cheng Kuo, Ya-Fu Peng:
Prediction and identification using recurrent wavelet-based cerebellar model articulation controller neural networks. 1-6 - Xiang Liu, Shaohua Tan:
Identifying causal relationships in an urban information modeling framework. 1-5 - Reza Ghaffari, Fu Zhang, Daciana Iliescu, Evor L. Hines, Mark S. Leeson, Richard Napier, P. John Clarkson:
Early detection of diseases in tomato crops: An Electronic Nose and intelligent systems approach. 1-6 - Sheng Chen, Haibo He, Kang Li, Sachi Desai:
MuSeRA: Multiple Selectively Recursive Approach towards imbalanced stream data mining. 1-8 - Zhishan Guo, Jun Wang:
A neurodynamic optimization approach to constrained sparsity maximization based on alternative objective functions. 1-8 - Obinna Anya, Hissam Tawfik, Saad Ali Amin, Atulya Nagar, Khaled Shaalan:
Context-aware knowledge modelling for decision support in e-health. 1-7 - David Tian, Keith Burley:
Classification of micro-array gene expression data using neural networks. 1-8 - Mingzhen Mo, Dingyan Wang, Baichuan Li, Dan Hong, Irwin King:
Exploit of online social networks with Semi-Supervised Learning. 1-8 - Runhe Huang, Masahiro Itou, Toshihiro Tamura, Jianhua Ma:
Agents based approach for smart eco-home environments. 1-8 - André Alves Portela Santos, Leandro dos Santos Coelho, Carlos Eduardo Klein:
Forecasting electricity prices using a RBF neural network With GARCH errors. 1-8 - George Boulougaris, Kostas Kolomvatsos, Stathes Hadjiefthymiades:
Building the knowledge base of a buyer agent using reinforcement learning techniques. 1-8 - Aida Ferreira, Carlos Almeida, Petia Georgieva, Ana Maria Tomé:
Person identification using VEP signals and SVM classifiers. 1-8 - Catalina Roncancio, José Luis Rodriguez, Eduardo Zalama Casanova, Jaime Gómez García-Bermejo:
Improvement in service roboat's interaction through case based reasoning. 1-7 - Niccoló Bandinelli, Monica Bianchini, Franco Scarselli:
Learning long-term dependencies using layered graph neural networks. 1-8 - Nikolaos Kourentzes, Sven F. Crone:
Frequency independent automatic input variable selection for Neural Networks for forecasting. 1-8 - Keiji Tatsumi, Masato Tai, Tetsuzo Tanino:
Multiobjective multiclass support vector machine based on the one-against-all method. 1-7 - Hiroshi Ninomiya:
An Improved Online quasi-Newton method for robust training and its application to microwave neural network models. 1-8 - Koichiro Yamauchi:
Incremental learning and model selection under virtual concept drifting environments. 1-8 - Andreas Fidjeland, Murray Shanahan:
Accelerated simulation of spiking neural networks using GPUs. 1-8 - Darren Dancey, Zuhair Bandar, David McLean:
Rule extraction from neural networks for medical domains. 1-8 - José Manuel Ferrández, Victor Lorente, Gabriela Diaz, Félix de la Paz, Eduardo Fernández:
An open-source real-time system for remote robotic control using Neuroblastoma cultures. 1-8 - Bernardete Ribeiro, Noel Lopes, Catarina Silva:
High-performance bankruptcy prediction model using Graphics Processing Units. 1-7 - Drazen Domijan:
A competitive network for multi-object selection. 1-6 - Bernardete Ribeiro, Catarina Silva, Armando Vieira, António Gaspar-Cunha, João Carvalho das Neves:
Financial distress model prediction using SVM+. 1-7 - Maryam Vatankhah, Mohammad R. Akbarzadeh-Totonchi, Ali Moghimi:
An intelligent system for diagnosing sleep stages using wavelet coefficients. 1-5 - Sebastian Stober, Christian Hentschel, Andreas Nürnberger:
Multi-facet exploration of image collections with an adaptive multi-focus zoomable interface. 1-8 - Noel Lopes, Bernardete Ribeiro:
A strategy for dealing with missing values by using selective activation neurons in a multi-topology framework. 1-5 - Damien Coyle, Abdul Rehman Satti, T. Martin McGinnity:
Predictive-spectral-spatial preprocessing for a multiclass brain-computer interface. 1-8 - Francisco Bellas, Andrés Faiña, Gervasio Varela, Richard J. Duro:
A cognitive developmental robotics architecture for lifelong learning by evolution in real robots. 1-8 - Steven Gutstein, Olac Fuentes, Eric Freudenthal:
Latent learning in deep neural nets. 1-6 - Simone C. Miyoshi, Dilza Szwarcman, Marley Maria Bernardes Rebuzzi Vellasco:
A new approach for history matching of oil and gas reservoir. 1-8 - Miquel Tarzan-Lorente, Agustin Gutierrez-Galvez, Dominique Martinez, Santiago Marco:
A biologically inspired associative memory for artificial olfaction. 1-6 - Costas Neocleous, Kypros H. Nicolaides, Kleanthis C. Neokleous, Christos N. Schizas:
Artificial neural networks for non-invasive chromosomal abnormality screening of fetuses. 1-4 - Tomasz Maszczyk, Wlodzislaw Duch:
Support Feature Machines: Support vectors are not enough. 1-8 - M. Dolores Pérez-Godoy, Antonio Jesús Rivera Rivas, Cristóbal J. Carmona, María José del Jesus:
A preliminary study on mutation operators in cooperative competitive algorithms for RBFN design. 1-7 - Federico Montesino-Pouzols, Amaury Lendasse:
Effect of different detrending approaches on computational intelligence models of time series. 1-8 - Daniel F. Leite, Pyramo Costa Jr., Fernando A. C. Gomide:
Evolving granular neural network for semi-supervised data stream classification. 1-8 - Nicole L. Mineu, Teresa Bernarda Ludermir, Leandro M. Almeida:
Topology optimization for artificial neural networks using differential evolution. 1-7 - Ismael F. Aymerich, Jaume Piera, Aureli Soria-Frisch:
Potential support vector machines and Self-Organizing Maps for phytoplankton discrimination. 1-5 - Fengyu Cong, Anh Huy Phan, Andrzej Cichocki, Heikki Lyytinen, Tapani Ristaniemi:
Identical fits of nonnegative matrix/tensor factorization may correspond to different extracted event-related potentials. 1-5 - Chun-Hsiang Chuang, Pei-Chen Lai, Li-Wei Ko, Bor-Chen Kuo, Chin-Teng Lin:
Driver's cognitive state classification toward brain computer interface via using a generalized and supervised technology. 1-7 - Anastassia Angelopoulou, Alexandra Psarrou, José García Rodríguez, Gaurav Gupta:
Tracking gestures using a probabilistic Self-Organising network. 1-7 - Damien Coyle, Girijesh Prasad, T. Martin McGinnity:
On utilizing self-organizing fuzzy neural networks for financial forecasts in the NN5 forecasting competition. 1-8 - Raul Llinares, Jorge Igual, Julio Miró-Borrás, Andrés Camacho:
Atrial activity estimation using periodic component analysis. 1-7 - James W. Fonda, Sarangapani Jagannathan, Steve E. Watkins:
Robust neural network RISE observer based fault diagnostics and prediction. 1-8 - Martin Peniak, Barry Bentley, Davide Marocco, Angelo Cangelosi, Christos Ampatzis, Dario Izzo, Francesco Biscani:
An island-model framework for evolving neuro-controllers for planetary rover control. 1-8 - Vassilis Vassiliades, Chris Christodoulou:
Multiagent Reinforcement Learning in the Iterated Prisoner's Dilemma: Fast cooperation through evolved payoffs. 1-8 - Fengyu Cong, Tuomo Sipola, Xiaonan Xu, Tiina Huttunen-Scott, Heikki Lyytinen, Tapani Ristaniemi:
Concatenated trial based Hilbert-Huang transformation on event-related potentials. 1-5 - Saeed Masoudnia, Mohammad Rostami, Mahdi Tabassian, Atena Sajedin, Reza Ebrahimpour:
Evidence-based mixture of MLP-experts. 1-7 - Manuel Rivas Pérez, Alejandro Linares-Barranco, Joaquín Cerdá, Néstor Ferrando, Gabriel Jiménez, Antón Civit:
Visual spike-based convolution processing with a Cellular Automata architecture. 1-7 - Encarni Marcos, Armin Duff, Martí Sánchez-Fibla, Paul F. M. J. Verschure:
The neuronal substrate underlying order and interval representations in sequential tasks: A biologically based robot study. 1-8 - Hugo Jair Escalante, Manuel Montes-y-Gómez, Luis Enrique Sucar:
Ensemble particle swarm model selection. 1-8 - Ya-Fu Peng, Hsiang-Wei Lai, Chih-Hui Chiu, Rong-Jong Wai:
Robust recurrent wavelet-based CMAC control for uncertain nonlinear systems with H∞ tracking performance. 1-8 - Fares S. Al-Qunaieer, Hamid R. Tizhoosh, Shahryar Rahnamayan:
Opposition based computing - A survey. 1-7 - Juan Peralta, Xiaodong Li, Germán Gutiérrez, Araceli Sanchis:
Time series forecasting by evolving artificial neural networks using genetic algorithms and differential evolution. 1-8 - José Maria Blanco Calvo, Sergi Bermúdez i Badia, Hector Tapia Simo, Paul F. M. J. Verschure:
The real-world localization and classification of multiple odours using a biologically based neurorobotics approach. 1-7 - Juan Peralta, Germán Gutiérrez, Araceli Sanchis:
Time series forecasting by evolving artificial neural networks using genetic algorithms and estimation of distribution algorithms. 1-8 - Moataz El Ayadi, Konstantinos N. Plataniotis:
The effect of finite sample size on the holdout error probability estimator of homoscedastic multi-class Gaussian classification problems. 1-8 - Iván Salgado, Isaac Chairez, Alejandro García-González:
Discrete time recurrent neural network sliding mode observer. 1-6 - Rafael Valle dos Santos, Marley Maria Bernardes Rebuzzi Vellasco:
Neural expert weighing. 1-8 - Martin Inderbitzin, Ivan Herreros-Alonso, Paul F. M. J. Verschure:
An integrated computational model of the two phase theory of classical conditioning. 1-8 - Juraj Koscák, Rudolf Jaksa, Peter Sincak:
Stochastic weight update in the backpropagation algorithm on feed-forward neural networks. 1-4 - Paavo Nieminen, Tommi Kärkkäinen:
Comparison of MLP cost functions to dodge mislabeled training data. 1-7 - Vitor Hugo Ferreira, Alexandre P. Alves da Silva:
Fully Automatic Bayesian Neural Forecaster - NN GC1. 1-6 - Sheng-Fu Liang, Wan-Lin Chang, Herming Chiueh:
EEG-based absence seizure detection methods. 1-4 - Francesca Pianosi, Durga Lal Shrestha, Dimitri P. Solomatine:
ANN-based representation of parametric and residual uncertainty of models. 1-6 - Cristián Bravo, Nicolás Figueroa, Richard Weber:
Game Theory & Data Mining model for price dynamics in financial institutions. 1-8 - Samuel John, Heiko Wersing, Helge J. Ritter:
An iterative approach to local-PCA. 1-6 - Marta Padilla, Alexandre Perera, Ivan Montoliu, A. Chaudry, Krishna C. Persaud, Santiago Marco:
Fault detection, identification, and reconstruction of faulty chemical gas sensors under drift conditions, using Principal Component Analysis and Multiscale-PCA. 1-7 - Ruoqian Liu, Yi Lu Murphey:
Time-series temporal classification using Feature Ensemble learning. 1-5 - Jeong-Gwan Kang, Su-Yong An, Se-Young Oh:
Modified Neural Network aided EKF based SLAM for improving an accuracy of the feature map. 1-7 - Carlos Alberto de Araújo Padilha, Naiyan Hari Cândido Lima, Adrião Duarte Dória Neto, Jorge Dantas de Melo:
An genetic approach to Support Vector Machines in classification problems. 1-4 - Fabricio A. Breve, Liang Zhao, Marcos G. Quiles:
Semi-supervised learning from imperfect data through particle cooperation and competition. 1-8 - Yi Sun, Lun Tak Lam, Gary P. Moss, Maria Prapopoulou, Rod Adams, Neil Davey, David Gray, Marc B. Brown:
Predicting drug absorption rates through human skin. 1-5 - Frederic Zubler, Rodney J. Douglas:
An instruction language for the explicit programming of axonal growth patterns. 1-4 - Tina Yu:
Active learning support vector machines to classify imbalanced reservoir simulation data. 1-8 - Daswin De Silva, Damminda Alahakoon:
Incremental knowledge acquisition and self learning from text. 1-8 - Ivo Bukovsky, Martin Lepold, Jirí Bíla:
Quadratic neural unit and its network in validation of process data of steam turbine loop and energetic boiler. 1-7 - Lei Jiang, Jian Zhang, Gabrielle Allen:
Transferred correlation learning: An incremental scheme for neural network ensembles. 1-8 - David Looney, Cheolsoo Park, Yili Xia, Preben Kidmose, Michael Ungstrup, Danilo P. Mandic:
Towards estimating selective auditory attention from EEG using a novel time-frequency-synchronisation framework. 1-5 - Olcay Kursun:
Spectral Clustering with Reverse Soft K-Nearest Neighbor Density Estimation. 1-8 - Catarina Silva, Bernardete Ribeiro, Noel Lopes:
Improving recall values in breast cancer diagnosis with Incremental Background Knowledge. 1-6 - Heike Sichtig, J. David Schaffer, Alberto Riva:
Evolving Spiking Neural Networks for predicting transcription factor binding sites. 1-8 - Steven D. Essinger, Robi Polikar, Gail L. Rosen:
Neural network-based taxonomic clustering for metagenomics. 1-7 - Fábio Mendes Soares, Roberto Célio Limão de Oliveira:
Modelling of temperature in the aluminium smelting process using Neural Networks. 1-7 - Basabdatta Sen Bhattacharya, Damien Coyle, Liam P. Maguire:
Thalamocortical circuitry and alpha rhythm slowing: An empirical study based on a classic computational model. 1-7 - Cristiano Cabrita, António E. B. Ruano, László T. Kóczy:
A new domain decomposition for B-spline Neural Networks. 1-8 - David Gray, David Bowes, Neil Davey, Yi Sun, Bruce Christianson:
Software defect prediction using static code metrics underestimates defect-proneness. 1-7 - Bruno Feres de Souza, André Carlos Ponce de Leon Ferreira de Carvalho, Carlos Soares:
A comprehensive comparison of ML algorithms for gene expression data classification. 1-8 - Selene L. Cardenas-Maciel, Oscar Castillo, Luis T. Aguilar, Juan R. Castro:
A T-S Fuzzy Logic Controller for biped robot walking based on adaptive network fuzzy inference system. 1-8 - Ricardo Salmon, Alireza Sadeghian, Sylvain Chartier:
Reinforcement learning using associative memory networks. 1-7 - Xiaochen Li, Haibo He, Yu-Dong Yao:
Reinforcement learning based adaptive rate control for delay-constrained communications over fading channels. 1-7 - Mariano Rubiolo, Georgina Stegmayer, Diego H. Milone:
Compressing a neural network classifier using a Volterra-Neural Network model. 1-7 - Paulo S. G. de Mattos Neto, Aranildo R. Lima, Tiago A. E. Ferreira, George D. C. Cavalcanti:
An intelligent perturbative approach for the time series forecasting problem. 1-8 - Jin Xu, Haibo He, Hong Man:
DCPE co-training: Co-training based on diversity of class probability estimation. 1-7 - Vassilis Syrris, Vassilios Petridis:
A hierarchical predictive scheme for incremental time-series classification. 1-8 - Shahab Mehraeen, Sarangapani Jagannathan:
Decentralized nearly optimal control of a class of interconnected nonlinear discrete-time systems by using online Hamilton-Bellman-Jacobi formulation. 1-8 - Yuxin Ding, Ye Li, Min Xiao, Qing Wang, Dong Li:
A high order neural network to solve N-queens problem. 1-6 - Rodrigo Calvo, Maurício F. Figueiredo, Roseli A. Francelin Romero:
Autonomous cognition and reinforcement learning for mobile robots. 1-8 - Dimitar P. Filev, Ilya V. Kolmanovsky:
A generalized Markov Chain modeling approach for on board applications. 1-8 - Leonid I. Perlovsky, Roman Ilin:
The knowledge instinct of autonomous adaptation. 1-8 - Yoshitsugu Kakemoto, Shinichi Nakasuka:
Neural assembly generation by selective connection weight updating. 1-6 - Seiichi Ozawa, Sho Nakasaka, Asim Roy:
An autonomous incremental learning algorithm of Resource Allocating Network for online pattern recognition. 1-8 - Haibo He:
Toward a Smart Grid: Integration of computational intelligence into Power Grid. 1-6 - Jungme Park, ZhiHang Chen, Yi Lu Murphey:
Intelligent vehicle power management through neural learning. 1-7 - Shaoning Pang, Tao Ban, Youki Kadobayashi, Nikola K. Kasabov:
Incremental and decremental LDA learning with applications. 1-8 - Brendon J. Woodford:
Automatic optimization of pruning in evolving fuzzy neural networks using an entropy measure. 1-7 - Sampath Yerramalla, Edgar Fuller, Bojan Cukic:
Optimal method for growth in dynamic self organizing learning systems. 1-7 - Isaac J. Sledge:
A projection transform for non-Euclidean relational clustering. 1-8 - Xiaoxiao Song, Songhua Xu, Willard L. Miranker:
Kernel based principal component for recognizing handwritten numbers. 1-8 - Wenwen Wang, Budhitama Subagdja, Ah-Hwee Tan, Janusz A. Starzyk:
A self-organizing approach to episodic memory modeling. 1-8 - Teijiro Isokawa, Haruhiko Nishimura, Nobuyuki Matsui:
Commutative quaternion and multistate Hopfield neural networks. 1-6 - Yasuhiro Sogawa, Shohei Shimizu, Yoshinobu Kawahara, Takashi Washio:
An experimental comparison of linear non-Gaussian causal discovery methods and their variants. 1-8 - Yi-Hsin Yu, Pei-Chen Lai, Li-Wei Ko, Chun-Hsiang Chuang, Bor-Chen Kuo, Chin-Teng Lin:
An EEG-based classification system of Passenger's motion sickness level by using feature extraction/selection technologies. 1-6 - Juyang Weng:
A 5-chunk developmental brain-mind network model for multiple events in complex backgrounds. 1-8 - Masahiro Saito, Masafumi Hagiwara:
Natural language processing neural network for analogical inference. 1-7 - Michele Donato, Sorin Draghici:
Signaling pathways coupling phenomena. 1-6 - Giang Hoang Nguyen, Son Lam Phung, Abdesselam Bouzerdoum:
Efficient SVM training with reduced weighted samples. 1-5 - Eduardo S. Ogasawara, Leonardo C. Martinez, Daniel de Oliveira, Geraldo Zimbrão, Gisele L. Pappa, Marta Mattoso:
Adaptive Normalization: A novel data normalization approach for non-stationary time series. 1-8 - Ivo Bukovsky, Kei Ichiji, Noriyasu Homma, Makoto Yoshizawa, Ricardo Rodríguez Jorge:
Testing potentials of dynamic quadratic neural unit for prediction of lung motion during respiration for tracking radiation therapy. 1-6 - Miguel Lechon, Dominique Martinez, Paul F. M. J. Verschure, Sergi Bermúdez i Badia:
The role of neural synchrony and rate in high-dimensional input systems. The Antennal Lobe: A case study. 1-5 - Tarek M. Taha, Pavan Yalamanchili, Mohammad Ashraf Bhuiyan, Rommel Jalasutram, Chong Chen, Richard W. Linderman:
Neuromorphic algorithms on clusters of PlayStation 3s. 1-10 - Hyung-Ook Park, Alireza A. Dibazar, Theodore W. Berger:
Discrete Synapse Recurrent Neural Network for nonlinear system modeling and its application on seismic signal classification. 1-7 - Draguna L. Vrabie, Frank L. Lewis:
Adaptive Dynamic Programming algorithm for finding online the equilibrium solution of the two-player zero-sum differential game. 1-8 - Chris Yakopcic, Eunsung Shin, Tarek M. Taha, Guru Subramanyam, P. Terrence Murray, Stanley Rogers:
Fabrication and testing of memristive devices. 1-4 - Simona Doboli, Vincent R. Brown:
An emergent attractors model for idea generation process. 1-8 - El-Sayed M. El-Alfy:
A hierarchical GMDH-based polynomial neural network for handwritten numeral recognition using topological features. 1-7 - Abhinav Mithal, Toma I. Hentea:
Computational model for estimation of refractory wear and skull deposition in blast furnace hearth wall. 1-5 - Shahab Mehraeen, Travis Dierks, Sarangapani Jagannathan, Mariesa L. Crow:
Zero-sum two-player game theoretic formulation of affine nonlinear discrete-time systems using neural networks. 1-8 - Tuve Löfström, Ulf Johansson, Henrik Boström:
Comparing methods for generating diverse ensembles of artificial neural networks. 1-6 - Gregory Ditzler, Robi Polikar:
An ensemble based incremental learning framework for concept drift and class imbalance. 1-8 - Vladimir M. Krasnopolsky, Michael S. Fox-Rabinovitz, Alexei A. Belochitski:
Development of neural network convection parameterizations for numerical climate and weather prediction models using cloud resolving model simulations. 1-8 - Andreas C. Müller, Hannes Schulz, Sven Behnke:
Topological features in locally connected RBMs. 1-6 - Asim Roy:
On NSF "open questions, " some external properties of the brain as a learning system and an architecture for autonomous learning. 1-8 - Sandeep Chandana, Henry Leung:
Complex situation modeling in distributed sensor networks. 1-8 - Donglin Wang, Sandeep Chandana, Renlun He, Jiuqiang Han, Xiangyu Zhu, Ke Zou, Yong He:
Intelligent sensor design in network based automatic control. 1-6 - Alireza A. Dibazar, Sageev T. George, Theodore W. Berger:
Statistical spiking model for real world pattern recognition applications. 1-4 - Antonio S. Oblea, Achyut Timilsina, David Moore, Kristy A. Campbell:
Silver chalcogenide based memristor devices. 1-3 - Yukun Chen, Serial Mani:
Study of active learning in the challenge. 1-7 - Zhengping Ji, Juyang Weng:
WWN-2: A biologically inspired neural network for concurrent visual attention and recognition. 1-8 - Paulo J. L. Adeodato, Rosalvo F. O. Neto:
pRAM n-tuple Classifier - a new architecture of probabilistic RAM neurons for classification problems. 1-7 - Ramaswamy Savitha, Suresh Sundaram, Narasimhan Sundararajan:
A self-regulated learning in Fully Complex-valued Radial Basis Function Networks. 1-8 - Davide Caputo, Francesco Grimaccia, Marco Mussetta, Riccardo Enrico Zich:
Photovoltaic plants predictive model by means of ANN trained by a hybrid evolutionary algorithm. 1-6 - Abdulrahman Altahhan:
Robot visual homing using conjugate gradient Temporal Difference learning, radial basis features and a whole image measure. 1-10 - Syrine Boudoua, Faiza Hamerlain, Mustapha Hamerlain:
Neuro sliding mode based chatter free control for an artificial muscles robot arm. 1-7 - Rukshan Batuwita, Vasile Palade:
Efficient resampling methods for training support vector machines with imbalanced datasets. 1-8 - Matthew D. Luciw, Juyang Weng:
Where-What Network 3: Developmental top-down attention for multiple foregrounds and complex backgrounds. 1-8 - Breiffni Fitzgerald, John Arrigan, Biswajit Basu:
Damage detection in wind turbine blades using time-frequency analysis of vibration signals. 1-5 - Michael Baskara L. A. Siek, Dimitri P. Solomatine:
Multi-model ensemble forecasting in high dimensional chaotic system. 1-8 - Olivia Mendoza, Patricia Melin, Oscar Castillo:
Neural networks recognition rate as index to compare the performance of fuzzy edge detectors. 1-6 - Antonio Luiz dos Santos Filho, Francisco Javier Ramirez Fernandez:
Neural networks to improve mathematical model adaptation in the flat steel cold rolling process. 1-7 - Claudio Gallicchio, Alessio Micheli:
Graph Echo State Networks. 1-8 - Elisabet Parras-Gutierrez, Víctor M. Rivas:
Time series forecasting: Automatic determination of lags and radial basis neural networks for a changing horizon environment. 1-7 - Max H. Garzon, Buvaneshwari Sivakumar:
A neurocontrol for automatic reconstruction of facial displays. 1-6 - Laxmi R. Iyer, Vaidehi Venkatesan, Ali A. Minai:
Neurocognitive spotlights: Configuring domains for ideation. 1-8 - Mahmoud Abou-Nasr:
Terrain identification in grayscale images with recurrent neural networks. 1-5 - Bing Han, Tarek M. Taha:
Neuromorphic models on a GPGPU cluster. 1-8 - Davide Bacciu, Alessio Micheli, Alessandro Sperduti:
Compositional generative mapping of structured data. 1-8 - Francesco Napolitano, Roberto Tagliaferri, Pierre Baldi:
A scalable reference-point based algorithm to efficiently search large chemical databases. 1-6 - Ammar Belatreche, Liam P. Maguire, T. Martin McGinnity, Arfan Ghani, Liam McDaid:
Application of biologically inspired neural oscillators to colour image segmentation. 1-8 - Sotirios Ch. Diamantas, Anastasios Oikonomidis, Richard M. Crowder:
Towards optical flow-based robotic homing. 1-9 - José Alfredo F. Costa, Hujun Yin:
Gradient-based SOM clustering and visualisation methods. 1-8 - Cyrus Jahanchahi, Clive Cheong Took, Danilo P. Mandic:
On HR calculus, quaternion valued stochastic gradient, and adaptive three dimensional wind forecasting. 1-5 - Stefano Ferrari, Francesco Bellocchio, Vincenzo Piuri, N. Alberto Borghese:
Multi-scale Support Vector Regression. 1-7 - Juan Jose Cordova, Wen Yu:
Recurrent wavelets neural networks learning via dead zone Kalman filter. 1-7 - Lizette Gutierrez, Patricia Melin, Miguel Lopez:
Modular neural network integrator for human recognition from ear images. 1-5 - Oresti Baños, Héctor Pomares, Ignacio Rojas:
Ambient living activity recognition based on feature-set ranking using intelligent systems. 1-4 - Sven F. Crone, Nikolaos Kourentzes:
Naive Support Vector Regression and Multilayer Perceptron benchmarks for the 2010 neural network grand competition (NNGC) on time series prediction. 1-8 - Ya Xue, Neil H. W. Eklund, Xiao Hu, Weizhong Yan:
Time receiver operating characteristic (tROC) curves: A new tool for evaluating the performance of diagnostic systems. 1-7 - Vishal Sharma, Dipti Srinivasan:
A spiking neural network based on temporal encoding for electricity price time series forecasting in deregulated markets. 1-8 - Christian Romero, José Mario García Valdez, Arnulfo Alanis Garza:
A comparative study of machine learning techniques in blog comments spam filtering. 1-7 - Enrique Romero, Ana Sofia Fernandes, Tingting Mu, Paulo J. G. Lisboa:
Cohort-based kernel visualisation with scatter matrices. 1-8 - Ya Xue, Xiao Hu, Weizhong Yan, Hai Qiu:
Learning mixtures of experts with a hybrid generative-discriminative algorithm. 1-8 - Guillermo S. Donatti, Oliver Lomp, Rolf P. Würtz:
Evolutionary optimization of growing neural gas parameters for object categorization and recognition. 1-8 - Fabian Ojeda, Tillmann Falck, Bart De Moor, Johan A. K. Suykens:
Polynomial componentwise LS-SVM: Fast variable selection using low rank updates. 1-7 - Constantin Volosencu, Daniel-Ioan Curiac:
Monitoring of distributed parameter systems based on a sensor network and ANFIS. 1-8 - Alberto Guillén, Carlos Tovar, Luis Javier Herrera, Héctor Pomares, Jesús González, José F. Guillén, Ignacio Rojas:
Predicting marital dissolutions using radial basis function neural networks. 1-4 - Antonio J. Serrano, Emilio Soria-Olivas, José David Martín-Guerrero, Rafael Magdalena, Juan Gómez:
Feature selection using ROC curves on classification problems. 1-6 - Ruggero Donida Labati, Vincenzo Piuri, Fabio Scotti:
Neural-based quality measurement of fingerprint images in contactless biometric systems. 1-8 - Jordi Albo-Canals, José A. Villasante-Bembibre, Sergi Consul-Pacareu, Jordi Riera-Babures, Xavier Vilasís-Cardona:
Robot guiding with obstacle avoidance algorithm for uncertain enviroments based on DTCNN. 1-6 - Antonio Miguel Mora, Luis Javier Herrera, José Miguel Urquiza Ortiz, Ignacio Rojas, Juan Julián Merelo Guervós:
Applying support vector machines and mutual information to book losses prediction. 1-7 - Eduardo Gómez-Ramírez, Anna Rubi-Velez, Giovanni Egidio Pazienza:
Learning in Polynomial Cellular neural networks using quadratic programming. 1-5 - Devon K. Barrow, Sven F. Crone, Nikolaos Kourentzes:
An evaluation of neural network ensembles and model selection for time series prediction. 1-8 - Robert Prueckl, Christoph Guger:
Controlling a robot with a brain-computer interface based on steady state visual evoked potentials. 1-5 - Paulo J. G. Lisboa, Ana Sofia Fernandes, José Manuel Fonseca, Chris Bajdik, Elia Biganzoli:
Assessment of benefit vs. risk of drug therapy: The potential for outcome analysis with flexible models. 1-8 - G. M. Shafiullah, A. B. M. Shawkat Ali, Adam Thompson, Peter J. Wolfs:
Rule-based classification approach for railway wagon health monitoring. 1-7 - Goutam Chakraborty, Hideyuki Kurokawa, Basabi Chakraborty, Masafumi Matsuhara, Hiroshi Mabuchi, Yasuo Terayama:
How best to restore operations of a damaged ANN? 1-7 - Wajeeha Khalil, Jürgen Mangler, Erich Schikuta:
Virtual Organization for computational intelligence (VOCI): architecture and realization. 1-7 - Agusti Solanas, Úrsula González-Nicolás, Antoni Martínez-Ballesté:
A variable-MDAV-based partitioning strategy to continuous multivariate microaggregation with genetic algorithms. 1-7 - Mingbo Ma, Ryan Gonet, RuiZhi Yu, Georgios C. Anagnostopoulos:
Metric representations of data via the Kernel-based Sammon Mapping. 1-7 - Albert Samà, Diego E. Pardo Ayala, Joan Cabestany, Alejandro Rodríguez-Molinero:
Time series analysis of inertial-body signals for the extraction of dynamic properties from human gait. 1-5 - Leif E. Peterson, Jaya Paranilam, Jiaqiong Xu, Federico A. Monzon:
Genome-wide germline single nucleotide polymorphisms for cancer classification in the Framingham Heart Study. 1-7 - M. Srinivas, C. Krishna Mohan:
Efficient clustering approach using incremental and hierarchical clustering methods. 1-7 - Robert Kozma, Marko Puljic:
Chaotic behavior in probabilistic cellular neural networks. 1-7 - Janusz A. Starzyk, Pawel Raif, Ah-Hwee Tan:
Mental development and representation building through motivated learning. 1-8 - John Aldo Lee, Michel Verleysen:
Unsupervised dimensionality reduction: Overview and recent advances. 1-8 - Ming-Hen Tsai, Chia-Hua Ho, Chih-Jen Lin:
Active learning strategies using SVMs. 1-8
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