IJCNN B

620 papers

YearTitle / Authors
20142014 International Joint Conference on Neural Networks, IJCNN 2014, Beijing, China, July 6-11, 2014
20143D colour object reconstruction based on Growing Neural Gas.
Sergio Orts-Escolano, José García Rodríguez, Vicente Morell, Miguel Cazorla, Juan Manuel García Chamizo
20143D maps representation using GNG.
Vicente Morell, Miguel Cazorla, Sergio Orts-Escolano, José García Rodríguez
2014A Google approach for computational intelligence in big data.
Andreas Antoniades, Clive Cheong Took
2014A Hopfield neural network based algorithm for haplotype assembly from low-quality data.
Xiao Chen, Qinke Peng, LiBin Han, Xiao Wang
2014A Kaiman filter-based actor-critic learning approach.
Bin Wang, Dongbin Zhao
2014A Monte Carlo strategy for structured multiple-step-ahead time series prediction.
Gianluca Bontempi
2014A Self-organized artificial neural network architecture that generates the McGurk effect.
Lennart Gustafsson, Tamas Jantvik, Andrew P. Paplinski
2014A Spiking-based mechanism for self-organizing RBF neural networks.
Honggui Han, Lidan Wang, Junfei Qiao, Gang Feng
2014A Transductive Support Vector Machine with adjustable quasi-linear kernel for semi-supervised data classification.
Bo Zhou, Chenlong Hu, Benhui Chen, Jinglu Hu
2014A binary feature selection framework in kernel spaces.
Chengzhang Zhu, Xinwang Liu, Sihang Zhou, Qiang Liu, Jianping Yin
2014A bio-inspired approach modeling spiking neural networks of visual cortex for human action recognition.
Na Shu, Q. Tang, Haihua Liu
2014A brain-like multi-hierarchical modular neural network with applications to gas concentration forecasting.
Zhaozhao Zhang, Jun-Fei Qiao
2014A bridge-islands model for brains: Developing numeric circuits for logic and motivation.
Juyang Weng
2014A classifier-based association test for imbalanced data derived from prediction theory.
Johannes Mohr, Sambu Seo, Klaus Obermayer
2014A cognitive monitoring system for contaminant detection in intelligent buildings.
Giacomo Boracchi, Michalis Michaelides, Manuel Roveri
2014A collaborative filtering framework based on local and global similarities with similarity tie-breaking criteria.
Andre R. S. Lopes, Ricardo B. C. Prudêncio, Byron L. D. Bezerra
2014A combined model for scan path in pedestrian searching.
Lijuan Duan, Zeming Zhao, Wei Ma, Jili Gu, Zhen Yang, Yuanhua Qiao
2014A computationally efficient complete area coverage algorithm for intelligent mobile robot navigation.
Gene Eu Jan, Chaomin Luo, Lun-Ping Hung, Shao-Ting Shih
2014A computationally efficient neural dynamics approach to trajectory planning of an intelligent vehicle.
Chaomin Luo, Jiyong Gao, Yi Lu Murphey, Gene Eu Jan
2014A computationally fast Interval Type-2 Neuro-Fuzzy Inference System and its Meta-Cognitive projection based learning algorithm.
A. K. Das, Kartick Subramanian, Suresh Sundaram
2014A connectionist approach to airliner safety.
Marvin Oliver Schneider, João Luís Garcia Rosa
2014A consensus-based semi-supervised growing neural gas.
Vinícius R. Máximo, Marcos G. Quiles, Mariá C. V. Nascimento
2014A decomposition method for large-scale sparse coding in representation learning.
Yifeng Li, Richard J. Caron, Alioune Ngom
2014A developmental perspective on humanoid skill learning using a hierarchical SOM-based encoding.
Georgios Pierris, Torbjørn S. Dahl
2014A distributed virtual sensor scheme for smart buildings based on adaptive approximation.
Vasso Reppa, Panayiotis M. Papadopoulos, Marios M. Polycarpou, Christos G. Panayiotou
2014A dynamic forecasting method for small scale residential electrical demand.
Andrei Marinescu, Ivana Dusparic, Colin Harris, Vinny Cahill, Siobhán Clarke
2014A factor - Artificial neural network model for time series forecasting: The case of South Africa.
Ali Babikir, Henry Mwambi
2014A fast Incremental Kernel Principal Component Analysis for data streams.
Annie Anak Joseph, Seiichi Ozawa
2014A fast and effective Extreme learning machine algorithm without tuning.
Meng Joo Er, Zhifei Shao, Ning Wang
2014A fast discrete-time learning algorithm for speech enhancement using noise constrained parameter estimation.
Youshen Xia, Guiliang Lin, Wei Xing Zheng
2014A fast learning variable lambda TD model: Used to realize home aware robot navigation.
Abdulrahman Altahhan
2014A flexible and efficient algorithm for regularized Marginal Fisher analysis.
Jinrong He, Lixin Ding, Lei Jiang, Li Huang
2014A flocking-like technique to perform semi-supervised learning.
Roberto Alves Gueleri, Thiago Henrique Cupertino, André Carlos Ponce de Leon Ferreira de Carvalho, Liang Zhao
2014A genetic algorithm based double layer neural network for solving quadratic bilevel programming problem.
Jingru Li, Junzo Watada, Shamshul Bahar Yaakob
2014A half-split grid clustering algorithm by simulating cell division.
Wenxiang Dou, Jinglu Hu
2014A heuristic to generate initial feasible solutions for the Unit Commitment problem.
Yi Sun, Albert Y. S. Lam, Victor O. K. Li
2014A hierarchical classification algorithm for evaluating energy consumption behaviors.
Li Bu, Dongbin Zhao, Yu Liu, Qiang Guan
2014A hierarchical learning approach to calibrate allele frequencies for SNP based genotyping of DNA pools.
Andrew D. Hellicar, Daniel V. Smith, Ashfaqur Rahman, Ulrich Engelke, John M. Henshall
2014A higher-order fuzzy neural network for modeling financial time series.
Massimo Panella, Luca Liparulo, Andrea Proietti
2014A hybrid coupled k-nearest neighbor algorithm on imbalance data.
Chunming Liu, Longbing Cao, Philip S. Yu
2014A kernel k-means clustering algorithm based on an adaptive Mahalanobis kernel.
Marcelo Rodrigo Portela Ferreira, Francisco de A. T. de Carvalho
2014A legged central pattern generation model for autonomous gait transition.
Zhijun Yang, Marlon Rocha, Priscila M. V. Lima, Mehmet Karamanoglu, Felipe Maia Galvão França
2014A locally adaptive boundary evolution algorithm for novelty detection using level set methods.
Xuemei Ding, Yuhua Li, Ammar Belatreche, Liam P. Maguire
2014A model with Fuzzy Granulation and Deep Belief Networks for exchange rate forecasting.
Ren Zhang, Furao Shen, Jinxi Zhao
2014A modular neural network architecture that selects a different set of features per module.
Diogo da Silva Severo, Everson Verissimo, George D. C. Cavalcanti, Tsang Ing Ren
2014A multi-objective ensemble method for online class imbalance learning.
Shuo Wang, Leandro L. Minku, Xin Yao
2014A multiplicative update algorithm for nonnegative convex polyhedral cone learning.
Qizhao Cai, Kan Xie, Zhaoshui He
2014A neural model of mentalization/mindfulness based psychotherapy.
Abbas Edalat, Zheng Lin
2014A neural network and SOM based approach to analyse periodic signals: Application to Oyster heart-rate data.
Andrew D. Hellicar, Ashfaqur Rahman, Daniel V. Smith, Greg Smith, John McCulloch
2014A neural network based approach to support the Market Making strategies in High-Frequency Trading.
Everton Silva, Douglas Castilho, Adriano C. M. Pereira, Humberto Brandao
2014A neural network left-inversion flux estimation for induction motor filed-oriented control.
Hao Zhang, Guohai Liu, Li Qu, Yan Jiang
2014A new active labeling method for deep learning.
Dan Wang, Yi Shang
2014A new distance metric for unsupervised learning of categorical data.
Hong Jia, Yiu-ming Cheung
2014A new ensemble method for multi-label data stream classification in non-stationary environment.
Ge Song, Yunming Ye
2014A new fuzzy shape context approach based on multi-clue and state reservoir computing.
Zhidong Deng, Kelaiti Xiao, Jing Huang
2014A new investment strategy based on data mining and Neural Networks.
Chang Liu, Hafiz Malik
2014A new learning rule for classification of spatiotemporal spike patterns.
Qiang Yu, Huajin Tang, Kay Chen Tan
2014A new multi-task learning based Wi-Fi location approach using L1/2-norm.
Wentao Mao, Haicheng Wang, Shangwang Liu
2014A new stability condition for discrete time recurrent neural networks with complex-valued linear threshold neurons.
Wei Zhou, Jacek M. Zurada
2014A new transfer learning Boosting approach based on distribution measure with an application on facial expression recognition.
Shihai Wang, Zelin Li
2014A new unsupervised approach to fault detection and identification.
Bruno Sielly Jales Costa, Plamen Parvanov Angelov, Luiz Affonso Guedes
2014A new weight initialization method for sigmoidal feedforward artificial neural networks.
Sartaj Singh Sodhi, Pravin Chandra, Sharad Tanwar
2014A nonlinear model of fMRI BOLD signal including the trend component.
Takashi Matsubara, Hiroyuki Torikai, Tetsuya Shimokawa, Kenji Leibnitz, Ferdinand Peper
2014A novel BCI-SSVEP based approach for control of walking in Virtual Environment using a Convolutional Neural Network.
Vitoantonio Bevilacqua, Giacomo Tattoli, Domenico Buongiorno, Claudio Loconsole, Daniele Leonardis, Michele Barsotti, Antonio Frisoli, Massimo Bergamasco
2014A novel adaptive weight selection algorithm for multi-objective multi-agent reinforcement learning.
Kristof Van Moffaert, Tim Brys, Arjun Chandra, Lukas Esterle, Peter R. Lewis, Ann Nowé
2014A novel algorithm for mining behavioral patterns from wireless sensor networks.
Md. Mamunur Rashid, Iqbal Gondal, Joarder Kamruzzaman
2014A novel application of Hoeffding's inequality to decision trees construction for data streams.
Piotr Duda, Maciej Jaworski, Lena Pietruczuk, Leszek Rutkowski
2014A novel classification method for motor imagery based on Brain-Computer Interface.
Chih-Yu Chen, Chun-Wei Wu, Chin-Teng Lin, Shi-An Chen
2014A novel fuzzy multi-objective framework to construct optimal prediction intervals for wind power forecast.
Abdollah Kavousi-Fard, Abbas Khosravi, Saeid Nahavandi
2014A novel intelligent system for speech recognition.
Washington Luis Santos Silva, Ginalber Luiz de Oliveira Serra
2014A one-layer discrete-time projection neural network for support vector classification.
Wei Zhang, Qingshan Liu
2014A pairwise algorithm for training multilayer perceptrons with the normalized risk-averting error criterion.
Yichuan Gui, James Ting-Ho Lo, Yun Peng
2014A practical SIM learning formulation with margin capacity control.
Thomas Vacek
2014A predictive model for recognizing human behaviour based on trajectory representation.
Jorge Azorín López, Marcelo Saval-Calvo, Andrés Fuster Guilló, Antonio Oliver-Albert
2014A real-time driver identification system based on artificial neural networks and cepstral analysis.
Inés del Campo, Raul Finker, M. Victoria Martínez, Javier Echanobe, Faiyaz Doctor
2014A recurrent neural network for real time electrical microgrid prototype optimization.
Juan Diego Sanchez-Torres, Martin J. Loza-Lopez, Riemann Ruiz-Cruz, Edgar N. Sánchez, Alexander G. Loukianov
2014A review of adaptive feature extraction and classification methods for EEG-based brain-computer interfaces.
Shiliang Sun, Jin Zhou
2014A review on evolution of Lyapunov-Krasovskii function in stability analysis of recurrent neural networks with single time-varying delay.
Zhanshan Wang, Zhengwei Shen, Mi Tian, Qi-He Shan
2014A robust framework for short text categorization based on topic model and integrated classifier.
Peng Wang, Heng Zhang, Yu-Fang Wu, Bo Xu, Hongwei Hao
2014A sequential learning algorithm for a Minimal Spiking Neural Network (MSNN) classifier.
Shirin Dora, Suresh Sundaram, N. Sundararajan
2014A simulation based approach to forecast a demand load curve for a container terminal using battery powered vehicles.
Nico Grundmeier, Axel Hahn, Norman Ihle, Serge Runge, Claas Meyer-Barlag
2014A single layer recurrent neural network for pseudoconvex optimization subject to quasiconvex constraints.
Jingjing Huang, Guocheng Li
2014A study on asynchronous system in P300 speller based on user's intention of input.
Kawai Kohei, Tomohiro Yoshikawa, Takeshi Furuhashi
2014A study on word-level multi-script identification from video frames.
Nabin Sharma, Umapada Pal, Michael Blumenstein
2014A supervised approach to electric tower detection and classification for power line inspection.
Carlos Sampedro, Carol Martínez, Aneesh Chauhan, Pascual Campoy Cervera
2014A supervised neighborhood preserving embedding for face recognition.
Xing Bao, Li Zhang, Bangjun Wang, Ji-Wen Yang
2014A survey of distance/similarity measures for categorical data.
Madhavi Alamuri, Bapi Raju Surampudi, Atul Negi
2014AORS: Affinity-based outlier ranking score.
Shaohong Zhang, Hau-San Wong, Wen-Jun Shen, Dongqing Xie
2014Accelerating Learning in multi-objective systems through Transfer Learning.
Adam Taylor, Ivana Dusparic, Edgar Galván López, Siobhán Clarke, Vinny Cahill
2014Accelerating pattern matching in neuromorphic text recognition system using Intel Xeon Phi coprocessor.
Khadeer Ahmed, Qinru Qiu, Parth Malani, Mangesh Tamhankar
2014Adaptive backstepping-based nonlinear disturbance observer for fin stabilizer system.
Weiwei Bai, Tieshan Li, Zhaokuan Lu
2014Adaptive control of wind turbine generator system based on RBF-PID neural network.
Zhanshan Wang, Zhengwei Shen, Chao Cai, Kaili Jia
2014Adaptive fault-tolerant control for a class of uncertain nonlinear MISO discrete-time systems in triangular forms with actuator failures.
Lei Liu, Zhanshan Wang
2014Adaptive output feedback control for cooperative dynamic positioning of multiple offshore vessels.
Lu Liu, Dan Wang, Zhouhua Peng
2014Adaptive self-constructing radial-basis-function neural control for MIMO uncertain nonlinear systems with unknown disturbances.
Ning Wang, Bijun Dai, Yancheng Liu, Min Han
2014Adaptively weighted support vector regression for financial time series prediction.
Zhijie Li, Yuanxiang Li, Fei Yu, Dahai Ge
2014Advanced audio spatializer combined with a multipoint equalization system.
Stefania Cecchi, Andrea Primavera, Francesco Piazza, Ferruccio Bettarelli, Junfeng Li
2014Advanced intelligent acoustic interfaces for multichannel audio reproduction.
Danilo Comminiello, Stefania Cecchi, Michele Gasparini, Michele Scarpiniti, Aurelio Uncini, Francesco Piazza
2014Agglomerative clustering of defects in ultrasonic non-destructive testing using hierarchical mixtures of independent component analyzers.
Addisson Salazar, Jorge Igual, Luis Vergara
2014Aggregation of Pi-based forecast to enhance prediction accuracy.
Mohammad Anwar Hosen, Abbas Khosravi, Saeid Nahavandi, Douglas C. Creighton
2014Algorithmic trading behavior identification using reward learning method.
Steve Y. Yang, Qifeng Qiao, Peter A. Beling, William T. Scherer
2014Alzheimer's disease classification based on gait information.
Wei-Hsin Wang, Yu-Liang Hsu, Ming-Chyi Pai, Cheng-Hsiung Wang, Chun-Yao Wang, Chien-Wen Lin, Hao-Li Wu, Pau-Choo Chung
2014An Investigation of the environmental sustainability index in terms of its prediction and clustering capabilities.
Tatiana Tambouratzis
2014An adaptive multiclass boosting algorithm for classification.
Shixun Wang, Peng Pan, Yansheng Lu
2014An adjustable memristor model and its application in small-world neural networks.
Xiaofang Hu, Gang Feng, Hai Li, Yiran Chen, Shukai Duan
2014An algorithm for real-time object tracking in complex environment.
Dongxu Gao, Jiangtao Cao, Zhaojie Ju
2014An algorithmic framework based on the binarization approach for supervised and semi-supervised multiclass problems.
Ayon Sen, Md. Monirul Islam, Kazuyuki Murase
2014An analysis based on F-discrepancy for sampling in regression tree learning.
Cristiano Cervellera, Mauro Gaggero, Danilo Macciò
2014An approach to exploit non-optimized data for efficient control of unknown systems through neural and kernel models.
Cristiano Cervellera, Mauro Gaggero, Danilo Macciò, Roberto Marcialis
2014An asymmetric stagewise least square loss function for imbalanced classification.
Guibiao Xu, Bao-Gang Hu, José C. Príncipe
2014An autonomous trader agent for the stock market based on online sequential extreme learning machine ensemble.
Rodolfo Carneiro Cavalcante, Adriano L. I. Oliveira
2014An effective criterion for pruning reservoir's connections in Echo State Networks.
Simone Scardapane, Gabriele Nocco, Danilo Comminiello, Michele Scarpiniti, Aurelio Uncini
2014An efficient conjugate gradient based learning algorithm for multiple optimal learning factors of multilayer perceptron neural network.
Xun Cai, Kanishka Tyagi, Michael T. Manry, Zhi Chen
2014An efficient parallel ISODATA algorithm based on Kepler GPUs.
Shiquan Yang, Jianqiang Dong, Bo Yuan
2014An empirical analysis of ensemble systems in cancellable behavioural biometrics: A touch screen dataset.
Marcelo Damasceno, Anne M. P. Canuto
2014An identifying function approach for determining structural identifiability of parameter learning machines.
Zhi-Yong Ran, Bao-Gang Hu
2014An implementation of the path integrator mechanism of head direction cells for bio-mimetic navigation.
Ankur Sinha, Jack Jianguo Wang
2014An improved RBM based on Bayesian Regularization.
Guangyuan Pan, Junfei Qiao, Wei Chai, Nikitas Dimopoulos
2014An improved boosting scheme based ensemble of Fuzzy Neural Networks for nonlinear time series prediction.
Yilin Dong, Jianhua Zhang
2014An improved extreme learning machine with adaptive growth of hidden nodes based on particle swarm optimization.
Min-Ru Zhao, Jian-Ming Zhang, Fei Han
2014An intelligent analysis and prediction model for on-demand cloud computing systems.
Xiuju Fu, Xiaorong Li, Yongqing Zhu, Lipo Wang, Rick Siow Mong Goh
2014An interpretable graph-based image classifier.
Filippo Maria Bianchi, Simone Scardapane, Lorenzo Livi, Aurelio Uncini, Antonello Rizzi
2014An introduction to complex-valued recurrent correlation neural networks.
Marcos Eduardo Valle
2014An optimal real-time pricing for demand-side management: A Stackelberg game and genetic algorithm approach.
Fan-Lin Meng, Xiao-Jun Zeng
2014An optimal software maintenance policy based on reliability and risk.
Xiaoping Wang, Fang Zhou, Yi Shen
2014An ordinal kernel trick for a computationally efficient support vector machine.
Yara Rizk, Nicholas Mitri, Mariette Awad
2014An unsupervised material learning method for imaging spectroscopy.
Johannes Jordan, Elli Angelopoulou, Antonio Robles-Kelly
2014Analog memristive time dependent learning using discrete nanoscale RRAM devices.
Aniket Singha, Bhaskaran Muralidharan, Bipin Rajendran
2014Analysis of disease association and susceptibility for SNP data using emotional neural networks.
Xiao Wang, Qinke Peng, Tao Zhong
2014Animal group behavioral model with Evasion Mechanism.
Zhiping Duan, Xiaodong Gu
2014Anomaly detection based on indicators aggregation.
Tsirizo Rabenoro, Jérôme Lacaille, Marie Cottrell, Fabrice Rossi
2014Application of artificial neural network and multiple linear regression models for predicting survival time of patients with non-small cell cancer using multiple prognostic factors including FDG-PET measurements.
Yonglin Pu, Michael J. Baad, Yulei Jiang, Yisheng Chen
2014Application of fuzzy systems in the control of a shunt active power filter with four-leg topology.
Edson J. Acordi, Ivan Nunes da Silva, Ricardo Q. Machado
2014Application of genetic algorithms to neural networks based control of a liquid level tank system.
Kristina Vassiljeva, Juri Belikov, Eduard Petlenkov
2014Application of neural networks to evaluate experimental data of galvanic zincing.
Peter Michal, Jan Pitel, Alena Vagaská, Ivo Bukovsky
2014Applications of probabilistic model based on joystick probability selector.
Marko V. Jankovic, Nikola Georgijevic
2014Applying Neural-Symbolic Cognitive Agents in Intelligent Transport Systems to reduce CO2 emissions.
Leo de Penning, Artur S. d'Avila Garcez, Luís C. Lamb, Arjan Stuiver, John-Jules Ch. Meyer
2014Applying computational intelligence methods to modeling and predicting common bean germination rates.
André Bianconi, Michael J. Watts, Yanbo Huang, Adriane Beatriz de Souza Serapião, José Silvio Govone, X. Mi, Gustavo Habermann, Alessandro Ferrarini
2014Applying the self-training semi-supervised learning in hierarchical multi-label methods.
Araken M. Santos, Anne M. P. Canuto
2014Approximate model-assisted Neural Fitted Q-Iteration.
Thomas Lampe, Martin A. Riedmiller
2014Approximate planning in POMDPs via MDP heuristic.
Yong Lin, Xingjia Lu, Fillia Makedon
2014Architectural distortion detection from mammograms using support vector machine.
Orawan Netprasat, Sansanee Auephanwiriyakul, Nipon Theera-Umpon
2014Artificial immune system application for solving dynamic optimization problems.
Zhijie Li, Yuanxiang Li, Li Kuang, Fei Yu
2014Artificial neural network based gait patterns identification using neuromuscular signals and soft tissue deformation analysis of lower limbs muscles.
S. M. N. Arosha Senanayake, Joko Triloka, Owais Ahmed Malik, Pg. Mohammad Iskandar
2014Asymmetric mixture model with variational Bayesian learning.
Thanh Minh Nguyen, Q. M. Jonathan Wu
2014Attack detection in recommender systems based on target item analysis.
Wei Zhou, Junhao Wen, Yun Sing Koh, Shafiq Alam, Gillian Dobbie
2014Attribute weighting: How and when does it work for Bayesian Network Classification.
Jia Wu, Zhihua Cai, Shirui Pan, Xingquan Zhu, Chengqi Zhang
2014Audio onset detection: A wavelet packet based approach with recurrent neural networks.
Erik Marchi, Giacomo Ferroni, Florian Eyben, Stefano Squartini, Björn W. Schuller
2014Augmented Neural Networks for modelling consumer indebtness.
Alexandros Ladas, Jonathan M. Garibaldi, Rodrigo Scarpel, Uwe Aickelin
2014Augmenting the NEAT algorithm to improve its temporal processing capabilities.
Pilar Caamaño, Francisco Bellas, Richard J. Duro
2014Automatic cluster labeling through Artificial Neural Networks.
Lucas A. Lopes, Vinícius P. Machado, Ricardo de A. L. Rabelo
2014Automatic forest species recognition based on multiple feature sets.
Marcelo N. Kapp, Rodrigo Bloot, Paulo Rodrigo Cavalin, Luiz E. S. Oliveira
2014B-spline neural network based single-carrier frequency domain equalisation for Hammerstein channels.
Xia Hong, Sheng Chen, Chris J. Harris
2014Bayesian network scores based text localization in scene images.
Khalid Iqbal, Xu-Cheng Yin, Hong-Wei Hao, Sohail Asghar, Hazrat Ali
2014Beating the S&P 500 index - A successful neural network approach.
Mininder Sethi, Philip C. Treleaven, Sebastian Del Bano Rollin
2014Binocular visual servoing based on PID neural network.
Guoyou Li, Xin Wang
2014Bio-inspired architecture for a reactive-deliberative robot controller.
Fabian Rubilar, María-José Escobar, Tomás Arredondo
2014Bio-inspired categorization using event-driven feature extraction and spike-based learning.
Bo Zhao, Shoushun Chen, Huajin Tang
2014Bio-inspired probabilistic model for crowd emotion detection.
Mirza Waqar Baig, Emilia I. Barakova, Lucio Marcenaro, Carlo S. Regazzoni, Matthias Rauterberg
2014Border ownership in a nano-neuromorphic circuit using nonlinear dendritic computations.
Chih-Chieh Hsu, Alice C. Parker
2014Bottom-up model of visual saliency: A viewpoint based on efficient coding hypothesis.
Hao Zhu, Biao Han
2014Box-constrained projective nonnegative matrix factorization via augmented Lagrangian method.
Xiang Zhang, Naiyang Guan, Long Lan, Dacheng Tao, Zhigang Luo
2014Butterfly Communication Strategies: A prospect for soft-computing techniques.
Sowmya Ch, Anjumara Shaik, Chakravarthi Jada, Anil Kumar Vadathya
2014Calibration-less detection of steady-state visual evoked potentials-comparisons and combinations of methods.
Hubert Cecotti, Damien Coyle
2014Case study of Zhang matrix inverse for different ZFs leading to different nets.
Dongsheng Guo, Binbin Qiu, Zhende Ke, Zhi Yang, Yunong Zhang
2014Causality from Cz to C3/C4 or between C3 and C4 revealed by granger causality and new causality during motor imagery.
Sanqing Hu, Hui Wang, Jianhai Zhang, Wanzeng Kong, Yu Cao
2014Causality traces for retrospective learning in neural networks - Introduction of parallel and subjective time scales.
Katsunari Shibata
2014Chunks of thought: Finding salient semantic structures in texts.
Mei Mei, Aashay Vanarase, Ali A. Minai
2014Classification with rejection based on various SVM techniques.
Wladyslaw Homenda, Marcin Luckner, Witold Pedrycz
2014Classifying web documents using term spectral transforms and Multi-Dimensional Latent Semantic representation.
Haijun Zhang, Shifu Bie, Bin Luo
2014Clustering and synchronous firing of coupled Rulkov maps with STDP for modeling epilepsy.
Naohiro Shibuya, Charles P. Unsworth, Yoko Uwate, Yoshifumi Nishio
2014Clustering of the self-organizing map using particle swarm optimization and validity indices.
Leonardo Enzo Brito da Silva, José Alfredo Ferreira Costa
2014Coarse and fine learning in deep networks.
Anthony Knittel, Alan D. Blair
2014Cognitive functions of aesthetic emotions.
Leonid I. Perlovsky
2014Cognitive memory systems in consciousness and memory model.
Zhongzhi Shi, Xiaofeng Wang, Xi Yang
2014Cognitive neural network for cybersecurity.
Leonid I. Perlovsky, Olexander Shevchenko
2014Color image processing based on Nonnegative Matrix Factorization with Convolutional Neural Network.
Thanh Xuan Luong, Bo-Kyeong Kim, Soo-Young Lee
2014Color space selection for self-organizing map based foreground detection in video sequences.
Francisco Javier López-Rubio, Ezequiel López-Rubio, Rafael Marcos Luque Baena, Enrique Domínguez, Esteban J. Palomo
2014Combining technical trading rules using parallel particle swarm optimization based on Hadoop.
Fei Wang, Philip L. H. Yu, David W. Cheung
2014Community detection based on local topological information in power grid.
Zengqiang Chen, Zheng Xie
2014Comparison of Distance metrics for hierarchical data in medical databases.
Diman Hassan, Uwe Aickelin, Christian Wagner
2014Competitive two-island cooperative coevolution for training Elman recurrent networks for time series prediction.
Rohitash Chandra
2014Completed hybrid local binary pattern for texture classification.
Jing-Hua Yuan, De-Shuang Huang, Hao-Dong Zhu, Yong Gan
2014Compressing VG-RAM WNN memory for lightweight applications.
Edilson de Aguiar, Avelino Forechi, Lucas de Paula Veronese, Mariella Berger, Alberto F. De Souza, Claudine Badue, Thiago Oliveira-Santos
2014Compressive Direction-of-Arrival Estimation via Regularized Multiple Measurement FOCUSS algorithm.
Shuyuan Yang, Bin Li, Min Wang, Wenping Ma
2014Computation of deep belief networks using special-purpose hardware architecture.
Byungik Ahn
2014Computational Intelligence in Smart water and gas grids: An up-to-date overview.
Marco Fagiani, Stefano Squartini, Leonardo Gabrielli, Mirco Pizzichini, Susanna Spinsante
2014Computational framework based on task and resource scheduling for micro grid design.
Marco Severini, Stefano Squartini, Francesco Piazza
2014Confidence factor and feature selection for semi-supervised multi-label classification methods.
Fillipe M. Rodrigues, Campus Joao Camara, Anne M. P. Canuto, Araken M. Santos
2014Constrained Extreme Learning Machine: A novel highly discriminative random feedforward neural network.
Wentao Zhu, Jun Miao, Laiyun Qing
2014Constraint Online Sequential Extreme Learning Machine for lifelong indoor localization system.
Yang Gu, Junfa Liu, Yiqiang Chen, Xinlong Jiang
2014Contamination event detection in drinking water systems using a real-time learning approach.
Demetrios G. Eliades, Christos G. Panayiotou, Marios M. Polycarpou
2014Content-based image retrieval by dictionary of local feature descriptors.
Patryk Najgebauer, Tomasz Nowak, Jakub Romanowski, Marcin Gabryel, Marcin Korytkowski, Rafal Scherer
2014Continuous variables segmentation and reordering for optimal performance on binary classification tasks.
Paulo J. L. Adeodato, Domingos S. P. Salazar, Lucas S. Gallindo, Abner G. Sa, Starch Melo de Souza
2014Control of methylamine removal reactor using neural network based model predictive control.
Liu Zhi Long, Yang Feng, Zhou Ke Jun, Xu Mei
2014Controlling orthogonality constraints for better NMF clustering.
Ievgen Redko, Younès Bennani
2014Convolutional deep belief networks for feature extraction of EEG signal.
Yuanfang Ren, Yan Wu
2014Cooperative coevolution of feed forward neural networks for financial time series problem.
Shelvin Chand, Rohitash Chandra
2014Coordinated pattern tracking of multiple marine surface vehicles with uncertain kinematics and kinetics.
Zhouhua Peng, Dan Wang, Hao Wang, Wei Wang, Liang Diao
2014Core support extraction for learning from initially labeled nonstationary environments using COMPOSE.
Robert Capo, Anthony Sanchez, Robi Polikar
2014Correntropy kernel temporal differences for reinforcement learning brain machine interfaces.
Jihye Bae, Luis G. Sánchez Giraldo, José C. Príncipe, Joseph T. Francis
2014Coupled fuzzy k-nearest neighbors classification of imbalanced non-IID categorical data.
Chunming Liu, Longbing Cao, Philip S. Yu
2014DL-PRO: A novel deep learning method for protein model quality assessment.
Son P. Nguyen, Yi Shang, Dong Xu
2014Data Mining Paradigm Based on Functional Networks with Applications in Landslide Prediction.
Ailong Wu, Zhigang Zeng, Chaojin Fu
2014Data dimensionality reduction approach to improve feature selection performance using sparsified SVD.
Pengpeng Lin, Jun Zhang, Ran An
2014Data driven modeling for UGI gasification process via a variable structure genetic BP neural network.
Shida Liu, Zhongsheng Hou, Chenkun Yin
2014Data intensive parallel feature selection method study.
Zhanquan Sun, Zhao Li
2014Data-aware remaining time prediction of business process instances.
Mirko Polato, Alessandro Sperduti, Andrea Burattin, Massimiliano de Leoni
2014Data-driven iterative adaptive dynamic programming algorithm for approximate optimal control of unknown nonlinear systems.
Hongliang Li, Derong Liu, Ding Wang, Chao Li
2014Decision tree assisted EKF for vehicle slip angle estimation using inertial motion sensors.
James L. Coyte, Boyuan Li, Haiping Du, Weihua Li, David Stirling, Montserrat Ros
2014Decoding motor cortical activities of Monkey: A dataset.
Luoqing Zhou, Yu Qi, Yueming Wang, Gang Pan, Yiwen Wang, Xiaoxiang Zheng, Zhaohui Wu
2014Decoupling control for five-phase fault-tolerant permanent-magnet motor by using SVM inverse system method.
Li Qu, Guohai Liu, Hao Zhang, Yan Jiang
2014Deep learning to classify difference image for image change detection.
Jiaojiao Zhao, Maoguo Gong, Jia Liu, Licheng Jiao
2014Deep neural networks for Mandarin tone recognition.
Mingming Chen, Zhanlei Yang, Wenju Liu
2014Deep process neural network for temporal deep learning.
Wenhao Huang, Haikun Hong, Guojie Song, Kunqing Xie
2014Dependent stotchastic blockmodels.
Eunsil Gim, Sojeong Ha, Seungjin Choi
2014Design of the first neuronal connectomics challenge: From imaging to connectivity.
Isabelle Guyon, Demian Battaglia, Alice Guyon, Vincent Lemaire, Javier G. Orlandi, Bisakha Ray, Mehreen Saeed, Jordi Soriano, Alexander R. Statnikov, Olav Stetter
2014Detection of filter-like cellular automata spectra.
Eurico L. P. Ruivo, Pedro Paulo Balbi de Oliveira
2014Detection of non-structural outliers for microarray experiments.
Zihua Yang, Zhengrong Yang
2014Detection of signaling pathways in human brain during arousal of specific emotion.
Reshma Kar, Amit Konar, Aruna Chakraborty, Atulya K. Nagar
2014Developing a few-channel hybrid BCI system by using motor imagery with SSVEP assist.
Li-Wei Ko, Shih-Chuan Lin, Meng-Shue Song, Oleksii Komarov
2014Differentially private feature selection.
Jun Yang, Yun Li
2014Dimensionality reduction assisted tensor clustering.
Yanfeng Sun, Junbin Gao, Xia Hong, Yi Guo, Chris J. Harris
2014Direct adaptive control of a four-rotor helicopter using disturbance observer.
Fuyang Chen, Bin Jiang, Feifei Lu
2014Direct adaptive neural network control of a class of nonlinear systems.
Baobin Miao, Tieshan Li
2014Discrete-time polynomial fuzzy observer designs via a sum of squares approach.
Yingying Wang, Huaguang Zhang, Jianyu Zhang, Yingchun Wang
2014Distributed LQR design for multi-agent systems on directed graph topologies.
Tao Feng, Huaguang Zhang, Yanhong Luo, Yingchun Wang
2014Distributed control for second-order leader-following multi-agent systems with heterogeneous leader.
Hongjing Liang, Yingchun Wang, Zhanshan Wang, Huaguang Zhang
2014Diversity analysis in collaborative clustering.
Nistor Grozavu, Guénaël Cabanes, Younès Bennani
2014Does plasticity promote criticality?
Filipe Peliz Pinto Teixeira, Murray Shanahan
2014Domain adaptation bounds for multiple expert systems under concept drift.
Gregory Ditzler, Gail L. Rosen, Robi Polikar
2014Domain transfer nonnegative matrix factorization.
Jim Jing-Yan Wang, Yijun Sun, Halima Bensmail
2014Dual Deep Neural Network approach to matching data in different modes.
Mark Eastwood, Chrisina Jayne
2014Dual instance and attribute weighting for Naive Bayes classification.
Jia Wu, Shirui Pan, Zhihua Cai, Xingquan Zhu, Chengqi Zhang
2014Dynamic boosting in deep learning using reconstruction error.
Wenhao Huang, Ni Zhang, Weisong Hu, Haikun Hong, Guojie Song, Kunqing Xie
2014Dynamie modeling of an ostraciiform robotic fish based on angle of attack theory.
Wei Wang, Guangming Xie, Hong Shi
2014Dynamie neural networks for jet engine degradation prediction and prognosis.
S. Kiakojoori, Khashayar Khorasani
2014EEG analysis for cognitive failure detection in driving using neuro-evolutionary synergism.
Anuradha Saha, Amit Konar, Ritambhar Burman, Atulya K. Nagar
2014EEG based artificial learning of motor coordination for visually inspired task using neural networks.
Shreyasi Datta, Anwesha Khasnobish, Amit Konar, D. N. Tibarewala, Atulya K. Nagar
2014EEG energy analysis for evaluating consciousness level using dynamic MEMD.
Gaochao Cui, Yunchao Yin, Toshihisa Tanaka, Jianting Cao
2014EEG-based driving fatigue prediction system using functional-link-based fuzzy neural network.
Yu-Ting Liu, Yang-Yin Lin, Shang-Lin Wu, Chun-Hsiang Chuang, Mukesh Prasad, Chin-Teng Lin
2014EEG-based emotion recognition using discriminative graph regularized extreme learning machine.
Jia-Yi Zhu, Wei-Long Zheng, Yong Peng, Ruo-Nan Duan, Bao-Liang Lu
2014EOG-based drowsiness detection using convolutional neural networks.
Xuemin Zhu, Wei-Long Zheng, Bao-Liang Lu, Xiaoping Chen, Shanguang Chen, Chunhui Wang
2014Effect of Spectrum Occupancy on the Performance of a Real Valued Neural Networl Based Energy Detector.
Adeiza James Onumanyi, Elizabeth N. Onwuka, Abiodun Musa Aibinu, Okechukwu Ugweje, Momoh-Jimoh E. Salami
2014Effective identification of a turbogenerator in a SMIB power system using Fuzzy Neural Networks.
Wissam A. Albukhanajer, Hussein A. Leftah, Abdul Adhem A. Ali
2014Efficacy of memristive crossbars for neuromorphic processors.
Chris Yakopcic, Raqibul Hasan, Tarek M. Taha, Mark R. McLean, Doug Palmer
2014Efficient class incremental learning for multi-label classification of evolving data streams.
Zhongwei Shi, Yun Xue, Yimin Wen, Guoyong Cai
2014Efficient diminished-1 modulo 2
Xiaolan Lv, Ruohe Yao
2014Efficient implementation of STDP rules on SpiNNaker neuromorphic hardware.
Peter U. Diehl, Matthew Cook
2014Enabling back propagation training of memristor crossbar neuromorphic processors.
Raqibul Hasan, Tarek M. Taha
2014Enhancing MOPSO through the guidance of ANNs.
Timothy Rawlins, Andrew Lewis, Jan Hettenhausen, Timoleon Kipouros
2014Ensemble learning for keyword extraction from event descriptions.
Pedro Geadas, Ana Alves, Bernardete Ribeiro
2014Ensembles of evolutionary Extreme Learning Machines through differential evolution and Fitness Sharing.
Tiago P. F. de Lima, Teresa Bernarda Ludermir
2014Estimation of individual prediction reliability using error analysis applied to short-term load forecasting problem.
Elia Yathie Matsumoto, Emílio Del Moral Hernandez
2014Estuarine flood modelling using artificial neural networks.
Seyyed Adel Alavi Fazel, Michael Blumenstein, Hamid Mirfenderesk, Rodger Tomlinson
2014Evaluation of active position detection in Vehicular Ad Hoc Networks.
Kiran Penna, Venkatesh Yalavarthi, Huirong Fu, Ye Zhu
2014Event-triggered reinforcement learning approach for unknown nonlinear continuous-time system.
Xiangnan Zhong, Zhen Ni, Haibo He, Xin Xu, Dongbin Zhao
2014Evolutionary features and parameter optimization of spiking neural networks for unsupervised learning.
Marco Silva, Adriano S. Koshiyama, Marley Maria Bernardes Rebuzzi Vellasco, Edson Cataldo
2014Evolving Connectionist Systems can predict outbreaks of the aphid Rhopalosiphum padi.
Michael J. Watts
2014Experimental ANN-based modeling of an adjustable damper.
Juan C. Tudon Martinez, Rubén Morales-Menéndez, Ricardo Ramírez-Mendoza, Luis E. Garza-Castañón
2014Explicit feature mapping via multi-layer perceptron and its application to Mine-Like Objects detection.
Hang Shao, Nathalie Japkowicz
2014Exploiting homophily-based implicit social network to improve recommendation performance.
Tong Zhao, Junjie Hu, Pinjia He, Hang Fan, Michael R. Lyu, Irwin King
2014Exploiting self-similarity for change detection.
Giacomo Boracchi, Manuel Roveri
2014Explore to see, learn to perceive, get the actions for free: SKILLABILITY.
Varun Raj Kompella, Marijn F. Stollenga, Matthew D. Luciw, Jürgen Schmidhuber
2014Explorer based on brain computer interface.
Lijuan Bai, Tianyou Yu, Yuanqing Li
2014Exploring the performance of non-negative multi-way factorization for household electrical seasonal consumption disaggregation.
Marisa B. Figueiredo, Bernardete Ribeiro, Ana Maria de Almeida
2014Exponential synchronization for a class of networked linear parabolic PDE systems via boundary control.
Jun-Wei Wang, Cheng-Dong Yang, Chang-Yin Sun
2014Extending dynamic SOMs to capture incremental changes in data.
K. M. T. V. Ganegedara, Lasindu C. Vidana Pathiranage, U. A. R. Ruwan Gunarathna, Buddhima S. Wijeweera, Amal Shehan Perera, Damminda Alahakoon
2014Extension of similarity measures in VSM: From orthogonal coordinate system to affine coordinate system.
Junyu Xuan, Jie Lu, Guangquan Zhang, Xiangfeng Luo
2014Extracting nonlinear correlation for the classification of single-trial EEG in a finger movement task.
Jun Lu, Kan Xie, Zeng Tang
2014Extracting temporal knowledge from time series: A case study in ecological data.
Reggio N. Hartono, Russel Pears, Nikola K. Kasabov, Susan P. Worner
2014Face recognition through a chaotic neural network model.
Luis Fernando Martins Carlos, João Luís Garcia Rosa
2014Facial expression recognition under random block occlusion based on maximum likelihood estimation sparse representation.
S. S. Liu, Y. Zhang, K. P. Liu
2014Facial expressions recognition system using Bayesian inference.
Maninderjit Singh, Anima Majumder, Laxmidhar Behera
2014Fast Support Vector Data Description training using edge detection on large datasets.
Chenlong Hu, Bo Zhou, Jinglu Hu
2014Fast orthogonal linear discriminant analysis with applications to image classification.
Qiaolin Ye, Ning Ye, Haofeng Zhang, Chunxia Zhao
2014Fast ship detection of synthetic aperture radar images via multi-view features and clustering.
Shigang Wang, Shuyuan Yang, Zhixi Feng, Licheng Jiao
2014Fault diagnosis of five-phase fault-tolerant permanent-magnet motor based on principal component neural network.
Lu Zhou, Guohai Liu
2014Fault recognition in smart grids by a one-class classification approach.
Enrico De Santis, Lorenzo Livi, Fabio Massimo Frattale Mascioli, Alireza Sadeghian, Antonello Rizzi
2014Feasibility of NeuCube SNN architecture for detecting motor execution and motor intention for use in BCIapplications.
Denise Taylor, Nathan Matthew Scott, Nikola K. Kasabov, Elisa Capecci, Enmei Tu, Nicola Saywell, Yixiong Chen, Jin Hu, Zeng-Guang Hou
2014Feature ensemble learning based on sparse autoencoders for image classification.
Ya-Ping Lu, Li Zhang, Bangjun Wang, Jiwen Yang
2014Feature extraction in X-ray images for hazelnuts classification.
Ikramullah Khosa, Eros Pasero
2014Ferroelectric tunnel memristor-based neuromorphic network with 1T1R crossbar architecture.
Zhaohao Wang, Weisheng Zhao, Wang Kang, Youguang Zhang, Jacques-Olivier Klein, Claude Chappert
2014Finding convex hull vertices in metric space.
Jinhong Zhong, Ke Tang, A. K. Qin
2014Finite convergence of the learning algorithms for a modified multi-valued neuron.
Dongpo Xu, Shuang Liang
2014Finite horizon stochastic optimal control of nonlinear two-player zero-sum games under communication constraint.
Hao Xu, Sarangapani Jagannathan
2014Forecasting electricity consumption in South Africa: ARMA, neural networks and neuro-fuzzy systems.
Lufuno Marwala, Bhekisipho Twala
2014Forecasting hourly electricity load profile using neural networks.
Mashud Rana, Irena Koprinska, Alicia Troncoso Lora
2014Forecasting time series - A layered ensemble architecture.
Md. Mustafizur Rahman, Shubhra Kanti Karmaker Santu, Md. Monirul Islam, Kazuyuki Murase
2014Frequency control using on-line learning method for island smart grid with EVs and PVs.
Yufei Tang, Jun Yang, Jun Yan, Zhili Zeng, Haibo He
2014From ADP to the brain: Foundations, roadmap, challenges and research priorities.
Paul J. Werbos
2014From here to AGI: A roadmap to the realization of human-level artificial general intelligence.
Ben Goertzel, Gino Yu
2014From low negative correlation learning to high negative correlation learning.
Yong Liu, Qiangfu Zhao, Yan Pei
2014Further enhancements in WOM algorithm to solve the local minimum and flat-spot problem in feed-forward neural networks.
Chi-Chung Cheung, Sin Chun Ng, Andrew K. Lui, Sean Shensheng Xu
2014Fuzzy c-means clustering with a new regularization term for image segmentation.
Guangpu Shao, Junbin Gao, Tianjiang Wang, Fang Liu, Yucheng Shu, Yong Yang
2014Fuzzy power management for environmental monitoring systems in tropical regions.
Asher G. Watts, Michal Prauzek, Petr Musílek, Emil Pelikán, Arturo Sanchez-Azofeifa
2014GPU implementation of the feedforward neural network with modified Levenberg-Marquardt algorithm.
Tomislav Bacek, Dubravko Majetic, Danko Brezak
2014Gain parameters based complex-valued backpropagation algorithm for learning and recognizing hand gestures.
Yuanshan Liu, He Huang, Tingwen Huang
2014Global exponential stability of delayed Hopfield neural network on time scale.
Xuehui Mei, Haijun Jiang
2014Hardware implementation of KLMS algorithm using FPGA.
Xiaowei Ren, Pengju Ren, Badong Chen, Tai Min, Nanning Zheng
2014Heuristically enhanced dynamic neural networks for structurally improving photovoltaic power forecasting.
Naji Al-Messabi, Cindy Goh, Ibrahim El-Amin, Yun Li
2014Hidden Markov models based dynamic hand gesture recognition with incremental learning method.
Meng Hu, Furao Shen, Jinxi Zhao
2014Hidden space discriminant neighborhood embedding.
Chuntao Ding, Li Zhang, Bangjun Wang
2014Hierarchical Linear Dynamical Systems: A new model for clustering of time series.
Goktug T. Cinar, Carlos A. Loza, José C. Príncipe
2014Hierarchical organization in neuronal functional networks during working memory tasks.
Hu Lu, Hui Wei, Zhe Liu, Yuqing Song
2014High-fidelity compression of extracellular recordings from motor cortex.
Rachel Zhang, Gang Pan, Yueming Wang, Zhenfang Hu
2014Highly sensitive weak signal acquisition method for GPS/compass.
Song Li, Qingming Yi, Min Shi, Qing Chen
2014Home energy management benefits evaluation through fuzzy logic consumptions simulator.
Lucio Ciabattoni, Massimo Grisostomi, Gianluca Ippoliti, Sauro Longhi
2014Hopfield neural network for seismic velocity picking.
Kou-Yuan Huang, Jia-Rong Yang
2014How might the brain represent complex symbolic knowledge?
Ben Goertzel
2014Human activity recognition using smart phone embedded sensors: A Linear Dynamical Systems method.
Wen Wang, Huaping Liu, Lianzhi Yu, Fuchun Sun
2014Hybrid SVM/HMM architectures for statistical model-based voice activity detection.
Ying-Wei Tan, Wenju Liu, Wei Jiang, Hao Zheng
2014Hybrid classification with partial models.
Bo Tang, Quan Ding, Haibo He, Steven Kay
2014Hybrid model analysis and validation for PV energy production forecasting.
Alessandro Gandelli, Francesco Grimaccia, Sonia Leva, Marco Mussetta, Emanuele Ogliari
2014Hybrid neural networks for gasoline blending system modeling.
Wen Yu, Xiaoou Li
2014IR remote sensing image registration based on multi-scale feature extraction.
Jun Kong, Min Jiang, Yi-Ning Sun
2014Ideal Modified Adachi Chaotic Neural Networks and active shape model for infant facial cry detection on still image.
Yosi Kristian, Mochamad Hariadi, Mauridhi Hery Purnomo
2014Identification of meat spoilage by FTIR spectroscopy and neural networks.
Vassilis S. Kodogiannis, Ilias Petrounias, Eva Kontogianni
2014Identifying stable breast cancer subgroups using semi-supervised fuzzy c-means on a reduced panel of biomarkers.
Daphne Teck Ching Lai, Jonathan M. Garibaldi
2014Image encryption based on compressed sensing and blind source separation.
Zuyuan Yang, Yong Xiang, Chuan Lu
2014Image factorization and feature fusion for enhancing robot vision in human face recognition.
Hui Yu, Zhaojie Ju, Honghai Liu
2014Image-based global localization using VG-RAM Weightless Neural Networks.
Lauro Jose Lyrio Junior, Thiago Oliveira-Santos, Avelino Forechi, Lucas de Paula Veronese, Claudine Badue, Alberto F. De Souza
2014Imbalanced pattern recognition: Concepts and evaluations.
Wladyslaw Homenda, Wojciech Lesinski
2014Impact of ratio k on two-layer neural networks with dynamic optimal learning rate.
Tong Zhang, C. L. Philip Chen, Jin Zhou
2014Implementation of memristive neural networks with spike-rate-dependent plasticity synapses.
Yide Zhang, Zhigang Zeng, Shiping Wen
2014Improved Biogeography-Based Optimization approach to secondary protein prediction.
Junsong Fan, Haibin Duan, Guangming Xie, Hong Shi
2014Improved keyword spotting system by optimizing posterior confidence measure vector using feed-forward neural network.
Yuchen Liu, Mingxing Xu, Lianhong Cai
2014Improved modeling of pneumatic muscle actuator using recurrent neural network.
Alexander Hosovsky, Jana Mizakova, Jan Pitel
2014Improved predictive personalized modelling with the use of Spiking Neural Network system and a case study on stroke occurrences data.
Muhaini Othman, Nikola K. Kasabov, Enmei Tu, Valery Feigin, Rita Krishnamurthi, Zheng-Guang Hou, Yixiong Chen, Jin Hu
2014Improved training of cellular SRN using Unscented Kaiman Filtering for ADP.
Lasitha Vidyaratne, Mahbubul Alam, John K. Anderson, Khan M. Iftekharuddin
2014Improving machine vision via incorporating expectation-maximization into Deep Spatio-Temporal learning.
Min Jiang, Yulong Ding, Ben Goertzel, Zhongqiang Huang, Changle Zhou, Fei Chao
2014Improving robot vision models for object detection through interaction.
Jürgen Leitner, Alexander Förster, Jürgen Schmidhuber
2014Improving the genetic-algorithm-optimized wavelet neural network for stock market prediction.
Yu Fang, Kamaladdin Fataliyev, Lipo Wang, Xiuju Fu, Yaoli Wang
2014Impulsive synchronization of coupled switched neural networks with impulsive time window.
Xin Wang, Chuandong Li, Tingwen Huang, Xiaofeng Liao
2014Imputation of missing data supported by Complete p-Partite attribute-based Decision Graphs.
João Roberto Bertini Jr., Maria do Carmo Nicoletti, Liang Zhao
2014Inconsistent sensor data detection/correction: Application to environmental systems.
Miquel Àngel Cugueró, Joseba Quevedo, Vicenç Puig, Diego García
2014Incremental face recognition using rehearsal and recall processes.
Sangwook Kim, Rammohan Mallipeddi, Minho Lee
2014Insights on prediction of patients' response to anti-HIV therapies through machine learning.
Rogério S. Rosa, Rafael H. S. Santos, Adamo Y. Brito, Katia S. Guimarães
2014Integrating Local and Global Manifold structures for unsupervised dimensionality reduction.
Xiaochen Chen, Jia Wei, Jinhai Li, Xiaodong Zhang
2014Integrating bi-directional contexts in a generative kernel for trees.
Davide Bacciu, Alessio Micheli, Alessandro Sperduti
2014Integrating self-organizing neural network and Motivated Learning for coordinated multi-agent reinforcement learning in multi-stage stochastic game.
Teck-Hou Teng, Ah-Hwee Tan, Janusz A. Starzyk, Yuan-Sin Tan, Loo-Nin Teow
2014Integrating supervised subspace criteria with restricted Boltzmann Machine for feature extraction.
Guo-Sen Xie, Xu-Yao Zhang, Yan-Ming Zhang, Cheng-Lin Liu
2014Intelligent Facial Action and emotion recognition for humanoid robots.
Li Zhang, M. Alamgir Hossain, Ming Jiang
2014Intelligent Trip Modeling on Ramps using ramp classification and knowledge base.
Xipeng Wang, Jungme Park, Yi Lu Murphey, Johannes Kristinsson, Ming Kuang, Tony Phillips
2014Intelligent visual servoing for nonholonomic mobile robots.
Carlos López-Franco, Michel López-Franco, Edgar N. Sánchez, Alma Y. Alanis
2014Interpolating Deep Spatio-Temporal Inference Network features for image classification.
Yongfeng Zhang, Changjing Shang, Qiang Shen
2014Intrusion detection using a cascade of boosted classifiers (CBC).
Mubasher Baig, El-Sayed M. El-Alfy, Mian M. Awais
2014Investigating the impacts of epilepsy on EEG-based person identification systems.
Dinh Q. Phung, Dat Tran, Wanli Ma, Phuoc Nguyen, Tien Pham
2014Investigation of Multi-Layer Perceptron with pulse glial chain based on individual inactivity period.
Chihiro Ikuta, Yoko Uwate, Yoshifumi Nishio
2014Iris liveness detection methods in the mobile biometrics scenario.
Ana Filipa Sequeira, Juliano Murari, Jaime S. Cardoso
2014Issues on sampling negative examples for predicting prokaryotic promoters.
Eduardo G. Gusmão, Marcilio C. P. de Souto
2014Joint multiple dictionary learning for Tensor sparse coding.
Yifan Fu, Junbin Gao, Yanfeng Sun, Xia Hong
2014K-associated optimal network for graph embedding dimensionality reduction.
Murillo G. Carneiro, Thiago Henrique Cupertino, Liang Zhao
2014Kernel canonical variate analysis based management system for monitoring and diagnosing smart homes.
Andrea Giantomassi, Francesco Ferracuti, Sabrina Iarlori, Sauro Longhi, Alessandro Fonti, Gabriele Comodi
2014Kernel ridge regression classification.
Jinrong He, Lixin Ding, Lei Jiang, Ling Ma
2014Kernel robust mixed-norm adaptive filtering.
Jin Liu, Hua Qu, Badong Chen, Wentao Ma
2014Kernel-based semi-supervised learning for novelty detection.
Van Nguyen, Trung Le, Thien Pham, Mi Dinh, Thai Hoang Le
2014LASOM: Location Aware Self-Organizing Map for discovering similar and unique visual features of geographical locations.
Dmitry Kit, Yu Kong, Yun Fu
2014LOGAN's Run: Lane optimisation using genetic algorithms based on NSGA-II.
Simon Witheridge, Benjamin N. Passow, Jethro Shell
2014Label propagation and soft-similarity measure for graph based Constrained Semi-Supervised Learning.
Zhao Zhang, Ming-Bo Zhao, Tommy W. S. Chow
2014Large margin image set representation and classification.
Jim Jing-Yan Wang, Majed Alzahrani, Xin Gao
2014Large scale parameter estimation for nonlinear dynamic systems: Application on spike-in, spike-out neural models.
Alireza A. Dibazar, A. H. Yousefi, Theodore W. Berger
2014Large scale recurrent neural network on GPU.
Boxun Li, Erjin Zhou, Bo Huang, Jiayi Duan, Yu Wang, Ningyi Xu, Jiaxing Zhang, Huazhong Yang
2014Large scale semi-supervised learning using KSC based model.
Siamak Mehrkanoon, Johan A. K. Suykens
2014Latency-based probabilistic information processing in a learning feedback hierarchy.
Alexander Gepperth
2014Lattice sampling for efficient learning with Nadaraya-Watson local models.
Cristiano Cervellera, Mauro Gaggero, Danilo Macciò, Roberto Marcialis
2014Learning discriminative low-rank representation for image classification.
Jun Li, Heyou Chang, Jian Yang
2014Learning features from High Speed Train vibration signals with Deep Belief Networks.
Jipeng Xie, Tianrui Li, Yan Yang, Weidong Jin
2014Learning features with structure-adapting multi-view exponential family harmoniums.
Yoonseop Kang, Taewoong Jang, Seungjin Choi
2014Learning from combination of data chunks for multi-class imbalanced data.
Xu-Ying Liu, Qian-Qian Li
2014Learning in dynamic decision making: The usability process.
Liana Stanca, Ramona Lacurezeanu, Cristina Felea
2014Learning motion-difference features using Gaussian restricted Boltzmann machines for efficient human action recognition.
Son Ngoc Tran, Emmanouil Benetos, Artur S. d'Avila Garcez
2014Learning optimization for decision tree classification of non-categorical data with information gain impurity criterion.
Konstantin I. Sofeikov, Ivan Tyukin, Alexander N. Gorban, Eugenij Moiseevich Mirkes, Danil V. Prokhorov, Ilya V. Romanenko
2014Learning rates of neural network estimators via the new FNNs operators.
Yi Zhao, Dansheng Yu
2014Learning the deterministically constructed Echo State Networks.
Fengzhen Tang, Peter Tiño, Huanhuan Chen
2014Learning to interact and interacting to learn: Active statistical learning in human-robot interaction.
Chen Yu, Tian Xu, Yiwen Zhong, Seth B. Foster, Hui Zhang
2014Learning using privileged information (LUPI) for modeling survival data.
Han-Tai Shiao, Vladimir Cherkassky
2014Linear Subspace Learning via sparse dimension reduction.
Ming Yin, Yi Guo, Junbin Gao
2014Linear regression for head pose analysis.
Hui Yu, Honghai Liu
2014Local binary pattern based facial expression recognition using Self-organizing Map.
Anima Majumder, Laxmidhar Behera, Venkatesh K. Subramanian
2014Locality linear fitting one-class SVM with low-rank constraints for outlier detection.
Sheng Li, Ming Shao, Yun Fu
2014Locally Linear Embedding algorithm based on OMP for incremental learning.
Yiqin Leng, Li Zhang, Jiwen Yang
2014Long-term learning behavior in a recurrent neural network for sound recognition.
Michiel Boes, Damiano Oldoni, Bert De Coensel, Dick Botteldooren
2014Longitudinal control of hypersonic vehicles based on direct heuristic dynamic programming using ANFIS.
Xiong Luo, Yi Chen, Jennie Si, Feng Liu
2014Low-rank representation based action recognition.
Xiangrong Zhang, Yang Yang, Hanghua Jia, Huiyu Zhou, Licheng Jiao
2014Magnitude comparison in analog spiking neural assemblies.
José Rodrigues de Oliveira-Neto, Felipe Duque Belfort, Rafael Cavalcanti-Neto, João Ranhel
2014Majority neuron circuit having large fan-in with non-volatile synaptic weight.
Hisanao Akima, Yasuhiro Katayama, Koji Nakajima, Masao Sakuraba, Shigeo Sato
2014Max-dependence regression.
Pouria Fewzee, Ali-Akbar Samadani, Dana Kulic, Fakhri Karray
2014Max-margin latent feature relational models for entity-attribute networks.
Fei Xia, Ning Chen, Jun Zhu, Aonan Zhang, Xiaoming Jin
2014Measurement of confusion color pairs for dichromats in order to use applications supporting color vision deficiency.
Hiroki Takagi, Hiroaki Kudo, Tetsuya Matsumoto, Noboru Ohnishi, Yoshinori Takeuchi
2014Medical diagnosis applications using a novel interactively recurrent self-evolving fuzzy CMAC model.
Jyun-Guo Wang, Shen-Chuan Tai, Cheng-Jian Lin
2014Micro-expression recognition based on local binary patterns from three orthogonal planes and nearest neighbor method.
Yanjun Guo, Yantao Tian, Xu Gao, Xuange Zhang
2014Mimicking the worm - An adaptive spiking neural circuit for contour tracking inspired by C. Elegans thermotaxis.
Ashish Bora, Arjun Rao, Bipin Rajendran
2014Mining textual data from primary healthcare records: Automatic identification of patient phenotype cohorts.
Shang-Ming Zhou, Muhammad A. Rahman, Mark D. Atkinson, Sinead Brophy
2014Mining user tasks from print logs.
Xin Li, Lei Zhang, Ping Luo, Enhong Chen, Guandong Xu, Yu Zong, Chu Guan
2014Mixture modeling and inference for recognition of multiple recurring unknown patterns.
Zeyu You, Raviv Raich, Yonghong Huang
2014Mobile humanoid agent with mood awareness for elderly care.
Di Wang, Ah-Hwee Tan
2014Model predictive control of multi-robot formation based on the simplified dual neural network.
Xinzhe Wang, Zheng Yan, Jun Wang
2014Model-free adaptive dynamic programming for online optimal solution of the unknown nonlinear zero-sum differential game.
Chunbin Qin, Huaguang Zhang, Yanhong Luo
2014Modeling of vertical mill raw meal grinding process and optimal setting of operating parameters based on wavelet neural network.
Xiaofeng Lin, Zhe Qian
2014MofN rule extraction from neural networks trained with augmented discretized input.
Rudy Setiono, Arnulfo P. Azcarraga, Yoichi Hayashi
2014Motor imagery classification for brain-computer interfaces through a chaotic neural network.
Denis Renato de Moraes Piazentin, João Luís Garcia Rosa
2014Moving towards accurate monitoring and prediction of gold mine underground dam levels.
Ali N. Hasan, Bhekisipho Twala, Tshilidzi Marwala
2014Multi-agent evolutionary design of Flexible Beta Basis Function Neural Tree.
Marwa Ammar, Souhir Bouaziz, Adel M. Alimi, Ajith Abraham
2014Multi-agent systems applied to topological reconfiguration of smart power distribution systems.
Filipe de Oliveira Saraiva, Eduardo Nobuhiro Asada
2014Multi-factor EEG-based user authentication.
Tien Pham, Wanli Ma, Dat Tran, Phuoc Nguyen, Dinh Q. Phung
2014Multi-kernel linear programming support vector regression with prior knowledge.
Jinzhu Zhou, Na Li, Liwei Song
2014Multi-objective cooperative coevolution of neural networks for time series prediction.
Shelvin Chand, Rohitash Chandra
2014Multi-objective optimization of a hybrid model for network traffic classification by combining machine learning techniques.
Zuleika Nascimento, Djamel Sadok, Stenio F. L. Fernandes, Judith Kelner
2014Multi-objective χ-Armed bandits.
Kristof Van Moffaert, Kevin Van Vaerenbergh, Peter Vrancx, Ann Nowé
2014Multi-objectivization of reinforcement learning problems by reward shaping.
Tim Brys, Anna Harutyunyan, Peter Vrancx, Matthew E. Taylor, Daniel Kudenko, Ann Nowé
2014Multi-view uncorrelated linear discriminant analysis with applications to handwritten digit recognition.
Mo Yang, Shiliang Sun
2014Multivariate multi-scale Gaussian for microarray unsupervised classification.
Amelia King, Zihua Yang, Zheng Rong Yang
2014Multivariate time series prediction based on multiple kernel extreme learning machine.
Xinying Wang, Min Han
2014Music genre classification using On-line Dictionary Learning.
M. Srinivas, Debaditya Roy, C. Krishna Mohan
2014NEVE++: A neuro-evolutionary unlimited ensemble for adaptive learning.
Tatiana Escovedo, André Vargas Abs da Cruz, Adriano S. Koshiyama, Rubens Nascimento Melo, Marley Maria Bernardes Rebuzzi Vellasco
2014Near optimal event-based control of nonlinear discrete time systems in affine form with measured input and output data.
Avimanyu Sahoo, Hao Xu, Sarangapani Jagannathan
2014Near-optimal online control of uncertain nonlinear continuous-time systems based on concurrent learning.
Xiong Yang, Derong Liu, Qinglai Wei
2014NeuCube
Enmei Tu, Nikola K. Kasabov, Muhaini Othman, Yuxiao Li, Susan P. Worner, Jie Yang, Zhenghong Jia
2014Neural Networks for Runtime Verification.
Alan Perotti, Artur S. d'Avila Garcez, Guido Boella
2014Neural approach for bearing fault classification in induction motors by using motor current and voltage.
Wagner Fontes Godoy, Ivan Nunes da Silva, Alessandro Goedtel, Rodrigo Henrique Cunha Palácios, W. S. Gongora
2014Neural control for a solid waste incinerator.
Rocio Carrasco, Edgar N. Sánchez, Riemann Ruiz-Cruz, Catherine Cadet
2014Neural network approach to hoist deceleration control.
Peter Benes, Ivo Bukovsky
2014Neural networks and AdaBoost algorithm based ensemble models for enhanced forecasting of nonlinear time series.
Yilin Dong, Jianhua Zhang, Jonathan M. Garibaldi
2014Neural signal analysis by landmark-based spectral clustering with estimated number of clusters.
Thanh Nguyen, Abbas Khosravi, Asim Bhatti, Douglas C. Creighton, Saeid Nahavandi
2014Neural-based adaptive integral sliding mode tracking control for nonlinear interconnected systems.
Wen-Shyong Yu, Chien-Chih Weng
2014Neural-network-based optimal control for a class of complex-valued nonlinear systems with input saturation.
Ruizhuo Song, Qinglai Wei, Zenglian Zhang, Biao Song
2014Neurodynamics-based model predictive control of autonomous underwater vehicles in vertical plane.
Zhiying Liu, Xinzhe Wang, Jun Wang
2014Neurodynamics-based robust eigenstructure assignment for second-order descriptor systems.
Xinyi Le, Zheng Yan, Jun Wang
2014New method on the complete stability of delayed cellular neural networks.
Lili Wang, Tianping Chen
2014New untrained aggregation methods for classifier combination.
Bartosz Krawczyk, Michal Wozniak
2014Newton's method backpropagation for complex-valued holomorphic multilayer perceptrons.
Diana Thomson La Corte, Yi Ming Zou
2014Non-singular Terminal sliding mode control for landing on asteroids based on RBF neural network.
K. P. Liu, F. X. Liu, S. S. Liu, Y. C. Li
2014Nonlinear responses of an asynchronous cellular automaton model of spiral ganglion cell.
Masato Izawa, Hiroyuki Torikai
2014Nonnegative Shifted Tensor Factorization in time frequency domain.
Qiang Wu, Ju Liu, Feng-rong Sun, Jie Li, Andrzej Cichocki
2014Novel stability criteria of T-S fuzzy hopfield neural networks with time-varying delays and uncertainties.
C. G. Zhou, X. Q. Zeng, J. J. Yu
2014Off-line handwritten Thai name recognition for student identification in an automated assessment system.
Hemmaphan Suwanwiwat, Vu Nguyen, Michael Blumenstein, Umapada Pal
2014Oil spill GF-1 remote sensing image segmentation using an evolutionary feedforward neural network.
Jianchao Fan, Dongzhi Zhao, Jun Wang
2014On optimal wavelet bases for classification of skin lesion images through ensemble learning.
Grzegorz Surowka, Maciej Ogorzalek
2014On the cooperative observability of a continuous-time linear system on an undirected network.
Henghui Zhu, Kexin Liu, Jinhu Lu, Zongli Lin, Yao Chen
2014On the dynamics of the high-order type of neural networks with time varying coefficients and mixed delay.
Hajer Brahmi, Boudour Ammar, Farouk Chérif, Adel M. Alimi
2014On the relationships between social structures and acquired knowledge in societies.
Toshihiko Matsuka, Hidehito Honda
2014On-line Gaussian mixture density estimator for adaptive minimum bit-error-rate beamforming receivers.
Sheng Chen, Xia Hong, Chris J. Harris
2014Online adaptation of controller parameters based on approximate dynamic programming.
Wentao Guo, Feng Liu, Jennie Si, Shengwei Mei
2014Online learning control based on projected gradient temporal difference and advanced heuristic dynamic programming.
Jian Fu, Sujuan Wei, Haibo He, Shengyong Wang
2014Opinion retrieval through unsupervised topological learning.
Nicoleta Rogovschi, Nistor Grozavu
2014Optimal Bayesian classification in nonstationary streaming environments.
Jehandad Khan, Nidhal Bouaynaya, Robi Polikar
2014Optimal design of traffic signal controller using neural networks and fuzzy logic systems.
Sahar Araghi, Abbas Khosravi, Douglas C. Creighton
2014Optimal detection of new classes of faults by an Invasive Weed Optimization method.
Roozbeh Razavi-Far, Vasile Palade, Enrico Zio
2014Optimal reduced sets for sparse kernel spectral clustering.
Raghvendra Mall, Siamak Mehrkanoon, Rocco Langone, Johan A. K. Suykens
2014Optimising the overall power usage on the SpiNNaker neuromimetic platform.
Evangelos Stromatias, Cameron Patterson, Steve B. Furber
2014Optimising traffic lights with metaheuristics: Reduction of car emissions and consumption.
José García-Nieto, Javier Ferrer, Enrique Alba
2014Optimized selection of training samples for One-Class Neural Network classifier.
Bilal Hadjadji, Youcef Chibani
2014Optimizing configuration of neural ensemble network for breast cancer diagnosis.
Peter McLeod, Brijesh K. Verma, Mengjie Zhang
2014Oscillation analysis of the solutions for a four coupled FHN network model with delays.
Chunhua Feng, Rejean Plamondon
2014Outdoor scene understanding using SEVI-BOVW model.
Haibing Zhang, Shirong Liu, Chaoliang Zhong
2014PROPRE: PROjection and PREdiction for multimodal correlations learning. An application to pedestrians visual data discrimination.
Mathieu Lefort, Alexander Gepperth
2014PVis - Partitions' visualizer: Extracting knowledge by visualizing a collection of partitions.
Katti Faceli, Tiemi C. Sakata, André Carlos Ponce de Leon Ferreira de Carvalho, Marcílio Carlos Pereira de Souto
2014Parallel tempering with equi-energy moves for training of restricted boltzmann machines.
Nannan Ji, Jiang-She Zhang
2014Parallelized neural networks as a service.
Altaf Ahmad Huqqani, Erich Schikuta, Erwin Mann
2014Particle swarm optimization for convolved Gaussian process models.
Gang Cao, Edmund M.-K. Lai, Fakhrul Alam
2014Performance analysis of LVI-based PDNN applied to real-time solution of time-varying quadratic programming.
Yunong Zhang, Fangting Wu, Zhengli Xiao, Zhen Li, Binghuang Cai
2014Performance of combined artificial neural networks for forecasting landslide displacement.
Cheng Lian, Zhigang Zeng, Wei Yao, Huiming Tang
2014Personalized sensing towards building energy efficiency and thermal comfort.
Huafen Hu, Yonghong Huang, Milan Milenkovic, Chad Miller, Ulf R. Hanebutte
2014Phase cone detection optimization in EEG data.
Mark H. Myers, Robert Kozma, Jeffery Jonathan Davis, Roman Ilin
2014Phase offset between slow oscillatory cortical inputs influences competition in a model of the basal ganglia.
Zafeirios Fountas, Murray Shanahan
2014Pinning dynamic complex networks by time-varying controller-vertex set.
Yujuan Han, Wenlian Lu, Tianping Chen
2014Pitch estimation using non-negative matrix factorization.
Ryan Burt, Goktug T. Cinar, José C. Príncipe
2014Planning-driven behavior selection network for controlling a humanoid robot.
Yu-Jung Chae, Sung-Bae Cho
2014Plant recognition based on intersecting cortical model.
Zhaobin Wang, Xiaoguang Sun, Yide Ma, Hongjuan Zhang, Yurun Ma, Weiying Xie, YaoNan Zhang
2014Policy gradient approaches for multi-objective sequential decision making.
Simone Parisi, Matteo Pirotta, Nicola Smacchia, Luca Bascetta, Marcello Restelli
2014Policy iteration approximate dynamic programming using Volterra series based actor.
Wentao Guo, Jennie Si, Feng Liu, Shengwei Mei
2014Posture classification of lying down human bodies based on pressure sensors array.
William Cruz-Santos, Alberto Beltrán-Herrera, Eduardo Vázquez-Santacruz, Mariano Gamboa-Zúñiga
2014Power Normalized Cepstral Coefficients based supervectors and i-vectors for small vocabulary speech recognition.
Emanuele Principi, Stefano Squartini, Francesco Piazza
2014Predicting temporal sequences using an event-based spiking neural network incorporating learnable delays.
Tingting (Amy) Gibson, James A. Henderson, Janet Wiles
2014Prediction interval estimation for electricity price and demand using support vector machines.
Nitin Anand Shrivastava, Abbas Khosravi, Bijaya Ketan Panigrahi
2014Predictive Hebbian association of time-delayed inputs with actions in a developmental robot platform.
Martin F. Stoelen, Davide Marocco, Angelo Cangelosi, Fabio Bonsignorio, Carlos Balaguer
2014Probabilistic point set matching with Gaussian mixture model.
Han-Bing Qu, Jia-Qiang Wang, Bin Li, Feng Yue, Wei Jin
2014Programming a VG-RAM based Neural Network Computer.
Alberto F. De Souza, Avelino Forechi, Filipe Wall Mutz, Mariella Berger, Thiago Oliveira-Santos, Claudine Badue
2014Qualitative approach for inverse kinematic modeling of a Compact Bionic Handling Assistant trunk.
Achille Melingui, Rochdi Merzouki, Jean Bosco Mbede, Coralie Escande, Boubaker Daachi, Nabil Benoudjit
2014Quantized mixture kernel least mean square.
Rosha Pokharel, Sohan Seth, José C. Príncipe
2014RNN and SOM based classifier to recognize assamese fricative sounds designed using frame based temporal feature sets.
Chayashree Patgiri, Mousmita Sarma, Kandarpa Kumar Sarma
2014Random forest based adaptive non-intrusive load identification.
Jie Mei, Dawei He, Ronald G. Harley, Thomas G. Habetler
2014Random subspaces NMF for unsupervised transfer learning.
Ievgen Redko, Younès Bennani
2014Reactive power control of DFIG wind farm using online supplementary learning controller based on approximate dynamic programming.
Wentao Guo, Feng Liu, Dawei He, Jennie Si, Ronald G. Harley, Shengwei Mei
2014Real-time hand gesture recognition with Kinect for playing racing video games.
Yanmin Zhu, Bo Yuan
2014Recognition of sintering state in rotary kiln using a robust extreme learning machine.
Hua Chen, Jing Zhang, Hongping Hu, Xiaogang Zhang
2014Recognizing cross-lingual textual entailment with co-training using similarity and difference views.
Jiang Zhao, Man Lan, Zheng-Yu Niu, Dong-Hong Ji
2014Recognizing slow eye movement for driver fatigue detection with machine learning approach.
Yingying Jiao, Yong Peng, Bao-Liang Lu, Xiaoping Chen, Shanguang Chen, Chunhui Wang
2014Reconstructable generalized maximum scatter difference discriminant analysis.
Kai Huang, Liqing Zhang
2014Recursive soft margin subspace learning.
Qiaolin Ye, Ning Ye, Chunxia Zhao
2014Reliable object recognition by using cooperative neural agents.
Oscar Chang
2014Reproduction of forward and backward propagations on dendrites by multi-compartment asynchronous cell automaton neuron.
Naoki Shimada, Hiroyuki Torikai
2014Reservoir Computing optimization with a hybrid method.
Anderson Tenório Sergio, Teresa Bernarda Ludermir
2014Reservoir-based online adaptive forward models with neural control for complex locomotion in a hexapod robot.
Poramate Manoonpong, Sakyasingha Dasgupta, Dennis Goldschmidt, Florentin Wörgötter
2014Residential energy system control and management using a Hill-climbing heuristic method.
Luiz Carlos B. Roth, Eugenius Kaszkurewicz, Amit Bhaya
2014Resistant learning on the envelope bulk for identifying anomalous patterns.
Shin-Ying Huang, Fang Yu, Rua-Huan Tsaih, Yennun Huang
2014Restricted Boltzmann machine associative memory.
Koki Nagatani, Masafumi Hagiwara
2014Retinal blood vessel segmentation using bee colony optimisation and pattern search.
Eid Emary, Hossam M. Zawbaa, Aboul Ella Hassanien, Gerald Schaefer, Ahmad Taher Azar
2014Retinal vessel segmentation based on possibilistic fuzzy c-means clustering optimised with cuckoo search.
Eid Emary, Hossam M. Zawbaa, Aboul Ella Hassanien, Gerald Schaefer, Ahmad Taher Azar
2014Robust LS-SVR based on variational Bayesian and its applications.
Kefeng Ning, Min Liu, Mingyu Dong, Zhansong Wu
2014Robust Support Vector Machine.
Trung Le, Dat Tran, Wanli Ma, Thien Pham, Phuong Duong, Minh Nguyen
2014Robust bilinear matrix recovery by Tensor Low-Rank Representation.
Zhao Zhang, Shuicheng Yan, Ming-Bo Zhao, Fanzhang Li
2014Robust doublet STDP in a floating-gate synapse.
Roshan Gopalakrishnan, Arindam Basu
2014Robust prediction in nearly periodic time series using motifs.
Woon Huei Chai, Hongliang Guo, Shen-Shyang Ho
2014Robust structure selection of radial basis function networks for nonlinear system identification.
Pan Qin, Min Han
2014STDP learning rule based on memristor with STDP property.
Ling Chen, Chuandong Li, Tingwen Huang, Xing He, Hai Li, Yiran Chen
2014SVD truncation schemes for fixed-size kernel models.
Ricardo Castro-Garcia, Siamak Mehrkanoon, Anna Marconato, Johan Schoukens, Johan A. K. Suykens
2014SVM classification for imbalanced data using conformal kernel transformation.
Yong Zhang, Panpan Fu, WenZhe Liu, Li Zou
2014Sampling-based learning control for quantum discrimination and ensemble classification.
Chunlin Chen, Daoyi Dong, Bo Qi, Ian R. Petersen, Herschel Rabitz
2014Scalarization based Pareto optimal set of arms identification algorithms.
Madalina M. Drugan, Ann Nowé
2014Scale Invariant Feature Transform Flow trajectory approach with applications to human action recognition.
Jia-Tao Zhang, Ah Chung Tsoi, Sio-Long Lo
2014Scaling-up action learning neuro-controllers with GPUs.
Martin Peniak, Angelo Cangelosi
2014Scene image classification using a wigner-based Local Binary Patterns descriptor.
Atreyee Sinha, Sugata Banerji, Chengjun Liu
2014Selecting and combining models with self-organizing maps for long-term forecasting of chaotic time series.
Rigoberto Fonseca-Delgado, Pilar Gómez-Gil
2014Selection of weighing functions in H∞ controller design using PBIL.
Posser Munawa, Komla A. Folly
2014Self-learning PD algorithms based on approximate dynamic programming for robot motion planning.
Huiyuan Yang, Qi Guo, Xin Xu, Chuanqiang Lian
2014Self-learning recursive neural networks for structured data classification.
Abdelhamid Bouchachia, Alexander Ortner
2014Semi-supervised clustering with pairwise and size constraints.
Shaohong Zhang, Hau-San Wong, Dongqing Xie
2014Semi-supervised local-learning-based feature selection.
Jim Jing-Yan Wang, Jin Yao, Yijun Sun
2014Semi-supervised non-negative tensor factorisation of modulation spectrograms for monaural speech separation.
Tom Barker, Tuomas Virtanen
2014Semi-supervised sparse coding.
Jim Jing-Yan Wang, Xin Gao
2014Serotonin and dopamine systems: Internal areas and sequential tasks.
Dongshu Wang, Yihai Duan, Juyang Weng
2014Sets with incomplete and missing data - NN radar signal classification.
Ivan Jordanov, Nedyalko Petrov
2014Sharing information on extended reachability goals over propositionally constrained multi-agent state spaces.
Anderson V. de Araújo, Carlos H. C. Ribeiro
2014Shoreline extraction from the fusion of LiDAR DEM data and aerial images using mutual information and genetic algrithms.
Amr H. Yousef, Khan Iftekharuddin
2014Shrank Support Vector Clustering.
Ping Ling, Xiangsheng Rong, Guosheng Hao, Yongquan Dong
2014Sideslip angle soft-sensor based on neural network left inversion for multi-wheel independently driven electric vehicles.
Penghu Miao, Guohai Liu, Duo Zhang, Yan Jiang, Hao Zhang, Huawei Zhou
2014Signature identification via efficient feature selection and GPU-based SVM classifier.
Bernardete Ribeiro, Noel Lopes, João Gonçalves
2014Signature of an anticipatory response in area VI as modeled by a probabilistic model and a spiking neural network.
Bernhard A. Kaplan, Mina A. Khoei, Anders Lansner, Laurent U. Perrinet
2014Similarity Michaelis-Menten law pre-processing descriptor for face recognition.
Suli Ji, Baochang Zhang, Dandan Du, Biao He, Jianzhuang Liu
2014Similarity-balanced Discriminant Neighborhood Embedding.
Chuntao Ding, Li Zhang, Ya-Ping Lu, Shuping He
2014Single channel single trial P300 detection using extreme learning machine: Compared with BPNN and SVM.
Songyun Xie, You Wu, Yunpeng Zhang, Juanli Zhang, Chang Liu
2014Single image super-resolution via learned representative features and sparse manifold embedding.
Liao Zhang, Shuyuan Yang, Jiren Zhang, Licheng Jiao
2014Singular spectrum analysis for tracking of P300.
Shirin Enshaeifar, Saeid Sanei, Clive Cheong Took
2014Sliding window-based analysis of multiple foreign exchange trading systems by using soft computing techniques.
Rodrigo F. B. de Brito, Adriano L. I. Oliveira
2014Smart bandwidth management using a recurrent Neuro-Evolutionary technique.
Rabia Arshad, Gul Muhammad Khan, Sahibzada Ali Mahmud
2014Smartphone battery saving by bit-based hypothesis spaces and local Rademacher Complexities.
Davide Anguita, Alessandro Ghio, Luca Oneto, Sandro Ridella
2014Soft-constrained nonnegative matrix factorization via normalization.
Long Lan, Naiyang Guan, Xiang Zhang, Dacheng Tao, Zhigang Luo
2014Solar radiation forecasting under asymmetric cost functions.
Seyyed A. Fatemi, Anthony Kuh
2014Solving unbalanced problems in similarity learning using SVM ensemble.
Peipei Xia, Li Zhang
2014Spatial filter adaptation based on geodesic-distance for motor EEG classification.
Xinyang Li, Cuntai Guan, Kai Keng Ang, Haihong Zhang, Sim Heng Ong
2014Spatio-temporal PM2.5 prediction by spatial data aided incremental support vector regression.
Lei Song, Shaoning Pang, Ian Longley, Gustavo Olivares, Abdolhossein Sarrafzadeh
2014Speaker verification with deep features.
Yuan Liu, Tianfan Fu, Yuchen Fan, Yanmin Qian, Kai Yu
2014Specific humidity forecasting using recurrent Neural Network.
Chen Fang, Xipeng Wang, Yi Lu Murphey, David Weber, Perry MacNeille
2014Spectral clustering-based local and global structure preservation for feature selection.
Sihang Zhou, Xinwang Liu, Chengzhang Zhu, Qiang Liu, Jianping Yin
2014Spike-timing dependent morphological learning for a neuron with nonlinear active dendrites.
Phyo Phyo San, Shaista Hussain, Arindam Basu
2014Splitted neural networks for better performance of antenna optimization.
Linh Ho Manh, Francesco Grimaccia, Marco Mussetta, Paola Pirinoli, Riccardo Enrico Zich
2014Stability analysis of nonlinear time-delay system with delayed impulsive effects.
Guizhen Feng, Jinde Cao
2014Stability condition for discrete time multi-valued recurrent neural networks in asynchronous update mode.
Wei Zhou, Jacek M. Zurada
2014Stability of Hopfield neural networks with event-triggered feedbacks.
Xinlei Yi, Wenlian Lu, Tianping Chen
2014Stability of a neutral delay neuron system in the critical case.
Xiaofeng Liao, Nankun Mu
2014Statistical approach for reconstruction of dynamic brain dipoles based on EEG data.
Petia Georgieva, Filipe Miguel Teixeira Pereira da Silva, Lyudmila Mihaylova, Nidhal Bouaynaya
2014Stochastic Spiking Neural Networks at the EDGE of CHAOS.
José Luis Rosselló, Vicent Canals, Antoni Oliver, Antoni Morro
2014Stochastic gradient based iterative identification algorithm for a class of dual-rate Wiener systems.
Jing Leng, Junpeng Li, Changchun Hua, Xinping Guan
2014Stock volatility prediction using multi-kernel learning based extreme learning machine.
Feng Wang, Zhiyong Zhao, Xiaodong Li, Fei Yu, Hao Zhang
2014Structural representation and reasoning in a hybrid cognitive architecture.
John Licato, Ron Sun, Selmer Bringsjord
2014Structure-from-Motion reconstruction based on weighted Hamming descriptors.
Guoyu Lu, Vincent Ly, Chandra Kambhamettu
2014Structured sparse coding method for infrared small target detection in video sequence.
Chunwei Yang, Huaping Liu, Shouyi Liao, Shicheng Wang
2014Study of Learning Entropy for Novelty Detection in lung tumor motion prediction for target tracking radiation therapy.
Ivo Bukovsky, Noriyasu Homma, Matous Cejnek, Kei Ichiji
2014Sub-classifier construction for error correcting output code using minimum weight perfect matching.
Patoomsiri Songsiri, Thimaporn Phetkaew, Ryutaro Ichise, Boonserm Kijsirikul
2014Superpixel appearance and motion descriptors for action recognition.
Xuan Dong, Ah Chung Tsoi, Sio-Long Lo
2014Supervised Bayesian sparse coding for classification.
Jinhua Xu, Li Ding, Shiliang Sun
2014Supervised topic regression via experts.
Song Lin, Ping Guo, Xin Xin
2014Support Vector Regression of multiple predictive models of downward short-wave radiation.
Pavel Krömer, Petr Musílek, Emil Pelikán, Pavel Krc, Pavel Jurus, Krystof Eben
2014Support vector machine with SOM-based quasi-linear kernel for nonlinear classification.
Yuling Lin, Yong Fu, Jinglu Hu
2014Synchronization control of hybrid-coupled heterogeneous complex networks.
Jianqiang Hu, Jinling Liang, Jinde Cao
2014Tagging documents using neural networks based on local word features.
Arnulfo P. Azcarraga, Paolo Tensuan, Rudy Setiono
2014Tension identification of two-motor system based on neural network left-inverse.
Zhennan Cai, Guohai Liu, Wenxiang Zhao, Hao Zhang, Yan Jiang, Yaojie Mi
2014Tensor LRR based subspace clustering.
Yifan Fu, Junbin Gao, David Tien, Zhouchen Lin
2014The HC calculus, quaternion derivatives and caylay-hamilton form of quaternion adaptive filters and learning systems.
Yili Xia, Cyrus Jahanchahi, Dongpo Xu, Danilo P. Mandic
2014The Parzen kernel approach to learning in non-stationary environment.
Lena Pietruczuk, Leszek Rutkowski, Maciej Jaworski, Piotr Duda
2014The delta test: The 1-NN estimator as a feature selection criterion.
Emil Eirola, Amaury Lendasse, Francesco Corona, Michel Verleysen
2014The generative Adaptive Subspace Self-Organizing Map.
Thusitha N. Chandrapala, Bertram E. Shi
2014The iCub learns numbers: An embodied cognition study.
Alessandro G. Di Nuovo, Vivian M. De La Cruz, Angelo Cangelosi, Santo Di Nuovo
2014The learning of neuro-fuzzy approximator with fuzzy rough sets in case of missing features.
Robert K. Nowicki, Bartosz A. Nowak, Janusz T. Starczewski, Krzysztof Cpalka
2014The neoteric feature extraction method of epilepsy EEG based on the vertex strength distribution of weighted complex network.
Fenglin Wang, Qingfang Meng, Yuehui Chen
2014The performance of a Recurrent HONN for temperature time series prediction.
Rozaida Ghazali, Noor Aida Husaini, Lokman Hakim Bin Ismail, Tutut Herawan, Yana Mazwin Mohmad Hassim
2014The scalarized multi-objective multi-armed bandit problem: An empirical study of its exploration vs. exploitation tradeoff.
Saba Q. Yahyaa, Madalina M. Drugan, Bernard Manderick
2014The stability and bifurcation analysis in high dimensional neural networks with discrete and distributed delays.
Wenying Xu, Jinde Cao, Min Xiao
2014The stapedius reflex: Processing its neuronal activity with a small embedded system.
Ralf Warmuth, Ralf Salomon
2014The state of the art of memristive neural systems: Models and applications.
Ailong Wu, Zhigang Zeng, Chaojin Fu
2014The transformer fault diagnosis combing KPCA with PNN.
Chenxi Dai, Zhigang Liu, Yan Cui
2014Three new ZNN models with economical dimension and exponential convergence for real-time solution of moore-penrose pseudoinverse.
Chen Peng, Yingbiao Ling, Ying Wang, Xiaotian Yu, Yunong Zhang
2014Time series forecasting via weighted combination of trend and seasonality respectively with linearly declining increments and multiple sine functions.
Wenchao Lao, Ying Wang, Chen Peng, Chengxu Ye, Yunong Zhang
2014Towards generating random forests via extremely randomized trees.
Le Zhang, Ye Ren, Ponnuthurai N. Suganthan
2014Traffic flow prediction using orthogonal arrays and Takagi-Sugeno neural fuzzy models.
Kit Yan Chan, Tharam S. Dillon
2014Traffic sign recognition using a novel permutation-based local image feature.
Tian Tian, Ishwar K. Sethi, Nilesh V. Patel
2014Training high-dimensional neural networks with cooperative particle swarm optimiser.
Anna S. Rakitianskaia, Andries P. Engelbrecht
2014Transfer learning emotion manifestation across music and speech.
Eduardo Coutinho, Jun Deng, Björn W. Schuller
2014Trimmed affine projection algorithms.
Badong Chen, Xiaohan Yang, Hong Ji, Hua Qu, Nanning Zheng, José C. Príncipe
2014Trotting gait planning for a quadruped robot with high payload walking on irregular terrain.
Nan Hu, Dan Huang, Shaoyuan Li, Feng Gao
2014Two-factor user authentication with the CogRAM weightless neural net.
Weng Kin Lai, Beng Ghee Tan, Ming Siong Soo, Imran M. Khan
2014Ultra-short-pulse acoustic imaging using complex-valued spatio-temporal neural-network for null-steering: Experimental results.
Kotaro Terabayashi, Akira Hirose
2014Universal approximation propriety of Flexible Beta Basis Function Neural Tree.
Souhir Bouaziz, Adel M. Alimi, Ajith Abraham
2014Unmanned aerial vehicles (UAV) heading optimal tracking control using online kernel-based HDP algorithm.
Fuxiao Tan, Derong Liu, Xinping Guan, Bin Luo
2014Unsupervised robust Bayesian feature selection.
Jianyong Sun, Aimin Zhou
2014User daily activity pattern learning: A multi-memory modeling approach.
Shan Gao, Ah-Hwee Tan
2014User-generated-video summarization using Sparse Modelling.
Yulong Liu, Huaping Liu, Yunhui Liu, Fuchun Sun
2014Using Chou's amphiphilic Pseudo-Amino Acid Composition and Extreme Learning Machine for prediction of Protein-protein interactions.
Qiao-Ying Huang, Zhu-Hong You, Shuai Li, Zexuan Zhu
2014Using EEG artifacts for BCI applications.
Wanli Ma, Dat Tran, Trung Le, Hong Lin, Shang-Ming Zhou
2014Using HDDT to avoid instances propagation in unbalanced and evolving data streams.
Andrea Dal Pozzolo, Reid A. Johnson, Olivier Caelen, Serge Waterschoot, Nitesh V. Chawla, Gianluca Bontempi
2014Using recurrent networks for non-temporal classification tasks.
Saurav Biswas, Muhammad Zeshan Afzal, Thomas M. Breuel
2014Using self-organizing incremental neural network (SOINN) For radial basis function networks.
Jie Lu, Furao Shen, Jinxi Zhao
2014V4 neural network model for visual saliency and discriminative local representation of shapes.
Hui Wei, Zheng Dong
2014Variable selection for regression problems using Gaussian mixture models to estimate mutual information.
Emil Eirola, Amaury Lendasse, Juha Karhunen
2014Vessel maneuvering model identification using multi-output dynamic radial-basis-function networks.
Ning Wang, Nuo Dong, Min Han
2014Vessel segmentation in retinal images with a multiple kernel learning based method.
Xiaoming Liu, Zhigang Zeng, Xiaoping Wang
2014Vibrate Synchronize Function neural network model - Its backgrounds.
Yoshitsugu Kakemoto, Shinichi Nakasuka
2014Video attention saliency mapping using pulse coupled neural network and optical flow.
Qiling Ni, Xiaodong Gu
2014View-invariant gait recognition via deterministic learning.
Wei Zeng, Cong Wang
2014Visual saliency via loss coding.
Hao Zhu, Biao Han
2014Visualization and pattern discovery of social interactions and repost propagation in Sina Weibo.
Xuming Huang, Cong Quan, Shuwei Liu, Yuanyuan Man
2014WWN-9: Cross-domain synaptic maintenance and its application to object groups recognition.
Qian Guo, Xiaofeng Wu, Juyang Weng
2014WWN: Integration with coarse-to-fine, supervised and reinforcement learning.
Zejia Zheng, Juyang Weng, Zhengyou Zhang
2014Wiener model identification of blast furnace ironmaking process based on Laguerre filter and linear programming support vector regression.
Xia Xu, Changchun Hua, Yinggan Tang, Xinping Guan
2014Wind power forecasting - An application of machine learning in renewable energy.
Gul Muhammad Khan, Jawad Ali, Sahibzada Ali Mahmud
2014Writer-independent Handwritten Signature Verification based on One-Class SVM classifier.
Yasmine Guerbai, Youcef Chibani, Bilal Hadjadji
2014Zernike moments descriptor matching based symmetric optical flow for motion estimation and image registration.
QiuYing Yang, Ying Wen