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ORCIDIJCNN 2015: Killarney, Ireland
- 2015 International Joint Conference on Neural Networks, IJCNN 2015, Killarney, Ireland, July 12-17, 2015. IEEE 2015, ISBN 978-1-4799-1960-4
- Asim Roy:
Automated online feature selection and learning from high-dimensional streaming data using an ensemble of Kohonen neurons. 1-8 - David Palzer, Brian Hutchinson
:
The Tensor Deep Stacking Network Toolkit. 1-5 - Xia Hong, Yu Gong:
A constrained recursive least squares algorithm for adaptive combination of multiple models. 1-6 - Garimella Rama Murthy, Moncef Gabbouj:
On the design of Hopfield Neural Networks: Synthesis of hopfield type associative memories. 1-8 - Ying Wen, Lili Hou, Lianghua He:
Null space based discriminant sparse representation large margin for face recognition. 1-7 - Xia Hong, Junbin Gao:
Sparse density estimation on multinomial manifold combining local component analysis. 1-7 - Verónica Bolón-Canedo, Laura Moran-Fernandez, Amparo Alonso-Betanzos:
An insight on complexity measures and classification in microarray data. 1-8 - Dominik Schnitzer, Arthur Flexer:
The unbalancing effect of hubs on K-medoids clustering in high-dimensional spaces. 1-8 - Lili Hou, Le Zhang, Qiuying Yang, Ying Wen:
An extended fuzzy local information C-means clustering algorithm. 1-8 - Alon Ascoli, Ronald Tetzlaff, Fernando Corinto:
Class of memristors from cascade of static nonlinear two ports with dynamic one-ports. 1-5 - Abhronil Sengupta, Kaushik Roy:
Spin-Transfer Torque Magnetic neuron for low power neuromorphic computing. 1-7 - Mingjie Qian, ChengXiang Zhai:
Joint adaptive loss and l2/l0-norm minimization for unsupervised feature selection. 1-8 - Bruno A. Pimentel, Anderson F. B. F. da Costa, Renata M. C. R. de Souza:
Input space versus feature space in kernel-based interval fuzzy C-Means clustering. 1-7 - Shigeo Abe:
Optimizing working sets for training support vector regressors by Newton's method. 1-8 - Mandali Alekhya, V. Srinivasa Chakravarthy:
A computational basal ganglia model to assess the role of STN-DBS on Impulsivity in Parkinson's disease. 1-8 - Hongliang Li, Derong Liu, Ding Wang:
Approximate policy iteration with unsupervised feature learning based on manifold regularization. 1-6 - Xiaoping Wang, Min Chen, Yi Shen, Xiaoya Hu:
A new crossbar architecture based on two serial memristors with threshold. 1-6 - Bo Yang, Ming Xiang, Yupei Zhang:
Learning discriminant isomap for dimensionality reduction. 1-8 - Ognjen Arandjelovic, Duc-Son Pham, Svetha Venkatesh:
The adaptable buffer algorithm for high quantile estimation in non-stationary data streams. 1-7 - Cristian Rodriguez Rivero, Hector Daniel Patiño, Juliàn Antonio Pucheta:
Short-term rainfall time series prediction with incomplete data. 1-6 - Michael R. Smith, Tony R. Martinez:
Using Classifier diversity to handle label noise. 1-8 - Insu Song:
Diagnosis of pneumonia from sounds collected using low cost cell phones. 1-8 - Giansalvo Cirrincione, Jeanny Hérault, Vincenzo Randazzo:
The on-line curvilinear component analysis (onCCA) for real-time data reduction. 1-8 - Marc Tschentscher, Christian Koch, Markus König, Jan Salmen, Marc Schlipsing:
Scalable real-time parking lot classification: An evaluation of image features and supervised learning algorithms. 1-8 - Xiu Li, Jingdong Song:
A New ANN-Markov chain methodology for water quality prediction. 1-6 - Chenghao Cai, Dengfeng Ke, Yanyan Xu, Kaile Su:
A Combination of Multi-state Activation Functions, Mean-normalisation and Singular Value Decomposition for learning Deep Neural Networks. 1-8 - Tianshu Feng, Fuzhen Zhuang, Qing He:
Improving ESVM with Generalized Cross-Validation. 1-8 - Kamlesh Mistry, Li Zhang, John A. Barnden:
Intelligent facial expression recognition with adaptive feature extraction for a humanoid robot. 1-8 - Michael R. Smith, Michael S. Gashler, Tony R. Martinez:
A hybrid latent variable neural network model for item recommendation. 1-7 - Li Zhang, Xingning Lu, Bangjun Wang, Shuping He:
Similarity learning based on multiple support vector data description. 1-7 - Li Zhang, Weida Zhou, Zhao Zhang, Jiwen Yang:
A fast approximation algorithm for 1-norm SVM with squared loss. 1-8 - Vladimir Cherkassky, Brandon Veber, Jieun Lee, Han-Tai Shiao, Ned Patterson, Gregory A. Worrell, Benjamin H. Brinkmann:
Reliable seizure prediction from EEG data. 1-8 - Yi Guo, Junbin Gao, Feng Li, Stephen Tierney, Ming Yin:
Low rank sequential subspace clustering. 1-8 - Ankit Kumar Tanwar, Emanuele Crisostomi, Pietro Ferraro, Marco Raugi, Mauro Tucci, Giuseppe Giunta:
Clustering analysis of the electrical load in european countries. 1-8 - Yuuji Ichisugi, Naoto Takahashi:
An efficient recognition algorithm for restricted bayesian networks. 1-6 - Markus Schneider, Wolfgang Ertel, Günther Palm:
Expected similarity estimation for large scale anomaly detection. 1-8 - José Luis Carrillo-Medina, Roberto Latorre:
Influence of the refractory period on neural networks based on the recognition of neural signatures. 1-9 - Simone Scardapane, Roberto Fierimonte, Dianhui Wang, Massimo Panella, Aurelio Uncini:
Distributed music classification using Random Vector Functional-Link nets. 1-8 - Felipe Grando, Luís C. Lamb:
Estimating complex networks centrality via neural networks and machine learning. 1-8 - Yanmin Qian, Tianxing He, Wei Deng, Kai Yu:
Automatic model redundancy reduction for fast back-propagation for deep neural networks in speech recognition. 1-6 - Piero Cosi:
A KALDI-DNN-based ASR system for Italian. 1-5 - Celso André R. de Sousa, Vinícius M. A. de Souza, Gustavo E. A. P. A. Batista:
An experimental analysis on time series transductive classification on graphs. 1-8 - Alexis Bondu, Asma Dachraoui:
Realistic and very fast simulation of individual electricity consumptions. 1-8 - Leila Maria Vriesmann, Alceu S. Britto Jr., Luiz S. Oliveira, Alessandro L. Koerich, Robert Sabourin:
Combining overall and local class accuracies in an oracle-based method for dynamic ensemble selection. 1-7 - Varun K. Nagaraja, Wael Abd-Almageed:
Feature Selection using Partial Least Squares regression and optimal experiment design. 1-8 - Vinícius M. A. de Souza, Gustavo E. A. P. A. Batista, Nilson E. Souza-Filho:
Automatic classification of drum sounds with indefinite pitch. 1-8 - Franck Dufrenois, Jean-Charles Noyer:
Generalized eigenvalue proximal support vector machines for outlier description. 1-9 - Chengsheng Mao, Bin Hu, Manman Wang, Philip Moore:
EEG-based biometric identification using local probability centers. 1-8 - Yu-Ann Chen, Pau-Choo Chung:
Local radial basis function network regressor with feature importance optimization. 1-7 - Yang Gao, Guyue Mi, Ying Tan:
Variable length concentration based feature construction method for spam detection. 1-7 - Andrew K. Abel, Dean Hunter, Leslie S. Smith:
A biologically inspired onset and offset speech segmentation approach. 1-8 - Adam Kneller, John Thornton:
Distal dendrite feedback in hierarchical temporal memory. 1-8 - Rohitash Chandra, Gary Wong:
Competitive two-island cooperative co-evolution for training feedforward neural networks for pattern classification problems. 1-8 - Xi Yang, Kaizhu Huang, Rui Zhang, John Yannis Goulermas:
Two-layer Mixture of Factor Analyzers with Joint Factor Loading. 1-8 - Jérémie Sublime, Nistor Grozavu, Younès Bennani, Antoine Cornuéjols:
Collaborative clustering with heterogeneous algorithms. 1-8 - Aristeidis Tsitiridis, Cristina Conde, Isaac Martín de Diego, Jose Sanchez del Rio Saez, Jorge Raul Gomez, Enrique Cabello:
Gabor feature processing in spiking neural networks from retina-inspired data. 1-8 - José Carlos Rangel, Vicente Morell, Miguel Cazorla, Sergio Orts-Escolano, José García Rodríguez:
Using GNG on 3D Object Recognition in Noisy RGB-D data. 1-7 - Pengfei Yan, Derong Liu, Ding Wang:
Data-driven virtual reference controller design for high-order nonlinear systems via neural network. 1-7 - Anthony Coutant, Philippe Leray, Hoel Le Capitaine:
Probabilistic Relational Models with clustering uncertainty. 1-8 - Youwei Zheng, Lars Schwabe:
Synaptic amplification by axo-shaft synapses in a pyramidal neuron model. 1-6 - Nan Liu, Jinjun Wang, Yihong Gong:
Deep Self-Organizing Map for visual classification. 1-6 - Xijiong Xie, Shiliang Sun:
PAC-Bayes Analysis for Twin Support Vector Machines. 1-6 - Leon C. Hardy:
An application of neurohydrodynamics to a Hopfield neural network. 1-4 - Markus Eisenbach, Alexander Kolarow, Alexander Vorndran, Julia Niebling, Horst-Michael Gross:
Evaluation of multi feature fusion at score-level for appearance-based person re-identification. 1-8 - Mininder Sethi, Philip C. Treleaven:
A graphical model framework for stock portfolio construction with application to a Neural Network based trading strategy. 1-8 - Shuhei Kimura, Mariko Okada-Hatakeyama:
Improvement of reliabilities of regulations using a hierarchical structure in a genetic network. 1-7 - Jiuqi Han, Qingqun Kong, Yi Zeng, Hongwei Hao:
HEVS: A hierarchical computational model for Early stages of the Visual System. 1-8 - Li Zhang, Ya-Ping Lu:
Comparison of auto-encoders with different sparsity regularizers. 1-5 - Yuyan Xue, Min Han:
Image reconstruction via statistical classification for magnetic induction tomography. 1-7 - Colin James:
Kanban Cell Neuron network Stock Trading System (KCNSTS). 1-8 - Tianliang Liu, Haihong Zheng, Wei Liang:
Parallel training of convolutional neural networks for small sample learning. 1-6 - Miguel A. Atencia Ruiz, Gonzalo Joya Caparrós:
Hopfield networks: from optimization to adaptive control. 1-8 - Antonio Arista-Jalife, Eduardo Gómez-Ramírez:
One-shot Training of Polynomial Cellular Neural Networks and applications in image processing. 1-8 - Peter Andras:
High-dimensional function approximation using local linear embedding. 1-8 - Qiuwen Chen, Qing Wu, Morgan Bishop, Richard W. Linderman, Qinru Qiu:
Self-structured confabulation network for fast anomaly detection and reasoning. 1-8 - Xiang Xu, Feng Lin, Carol Ng, Khai Pang Leong:
Dual Spatial Pyramid On Rotation Invariant Texture Feature For HEp-2 Cell Classification. 1-8 - Jing Yin, Tengfei Tao, Jianhua Xu:
A Multi-label feature selection algorithm based on multi-objective optimization. 1-7 - Lili Long, Hongbin Dong, Yue Pan, Li Huangfu, Naikang Gou, Xingmei Wang:
Forecasting model for bidding behavior of advertisers based on HMM. 1-7 - Wei Hui:
A bio-inspired method for object representation. 1-8 - Yuxin Ding, Shengli Yan, Yang Xiao, Tingting Tao:
Ranking algorithm based on relational topic model. 1-8 - Frank-Michael Schleif, H. Chen, Peter Tiño:
Incremental probabilistic classification vector machine with linear costs. 1-8 - Joy Bose, Amit Singhai, Ankur Trisal, Vinod Keshav, Utkarsh Dubey:
A hands free browser using EEG and voice inputs. 1-8 - Youlu Xing, Furao Shen, Chaomin Luo, Jinxi Zhao:
L3-SVM: a lifelong learning method for SVM. 1-8 - Guoguang He, Chongchong Wang, Xiaoping Xie, Ping Zhu:
Multi-frequency sinusoidal wave control in a chaotic neural network. 1-6 - Daniel Salles Chevitarese, Dilza Szwarcman, Marley M. B. R. Vellasco:
Introduction to CircuitML: Modeling Local Processing Units in the drosophila brain. 1-8 - Mohammad Anwar Hosen, Abbas Khosravi, Saeid Nahavandi, Douglas C. Creighton, Syed Moshfeq Salaken:
Prediction interval-based neural network controller for nonlinear processes. 1-6 - Yongshan Zhang, Zhihua Cai, Jia Wu, Xinxin Wang, Xiaobo Liu:
A memetic algorithm based extreme learning machine for classification. 1-8 - Weite Li, Jinglu Hu:
Geometric approach of quasi-linear kernel composition for support vector machine. 1-7 - Xinyi Le, Jun Wang:
A neurodynamic optimization approach to synthesis of linear systems with fault detection via robust pole assignment. 1-6 - Dhanaraj K. J., Basabi Bhaumik:
Modulation ratio of layer 2=3 cells in primary visual cortex: A model based study. 1-8 - Yoichi Hayashi, Shota Fujisawa:
Strategic approach for Multiple-MLP Ensemble Re-RX algorithm. 1-8 - Yoichi Hayashi, Yuki Tanaka, Shonosuke Yukita, Satoshi Nakano, Guido Bologna:
Three-MLP Ensemble Re-RX algorithm and recent classifiers for credit-risk evaluation. 1-8 - Fei Han, Dan Yang, Qing-Hua Ling, De-Shuang Huang:
A novel diversity-guided ensemble of neural network based on attractive and repulsive particle swarm optimization. 1-7 - Andrew Mundy, James C. Knight, Terrence C. Stewart, Stephen B. Furber:
An efficient SpiNNaker implementation of the Neural Engineering Framework. 1-8 - B. Chandra, Rajesh Kumar Sharma:
Exploring autoencoders for unsupervised feature selection. 1-6 - Rocco De Rosa, Nicolò Cesa-Bianchi:
Splitting with confidence in decision trees with application to stream mining. 1-8 - Abbas Shahzadeh, Abbas Khosravi, Saeid Nahavandi:
Improving load forecast accuracy by clustering consumers using smart meter data. 1-7 - Rohitash Chandra, Kavina Dayal, Nicholas Rollings:
Application of cooperative neuro-evolution of Elman recurrent networks for a two-dimensional cyclone track prediction for the south pacific region. 1-8 - Carmen De Maio, Giuseppe Fenza, Vincenzo Loia, Mimmo Parente:
Biomedical data integration and ontology-driven multi-facets visualization. 1-8 - Ying-Wei Tan, Wenju Liu, Wei Jiang, Hao Zheng:
Integration of articulatory knowledge and voicing features based on DNN/HMM for Mandarin speech recognition. 1-8 - Nhat-Quang Doan, Mohammed Ghesmoune, Hanane Azzag, Mustapha Lebbah:
Growing Hierarchical Trees for Data Stream clustering and visualization. 1-8 - Heng Wang, Zubin Abraham:
Concept drift detection for streaming data. 1-9 - Prayag Gowgi, Shayan Garani Srinivasa:
Spatio-temporal Map Formation based on a Potential Function. 1-8 - Dennis Goldschmidt, Sakyasingha Dasgupta, Florentin Wörgötter, Poramate Manoonpong:
A neural path integration mechanism for adaptive vector navigation in autonomous agents. 1-8 - Ernst M. Kussul, Tetyana Baydyk:
Face recognition using special neural networks. 1-7 - Emanuele Frandi, Ricardo Ñanculef, Johan A. K. Suykens:
A PARTAN-accelerated Frank-Wolfe algorithm for large-scale SVM classification. 1-8 - Naoki Masuyama, Chu Kiong Loo:
Quantum-Inspired Complex-Valued Multidirectional Associative Memory. 1-8 - Lorenz Diener, Matthias Janke, Tanja Schultz:
Direct conversion from facial myoelectric signals to speech using Deep Neural Networks. 1-7 - Amir H. Jafari, Martin T. Hagan:
Enhanced recurrent network training. 1-8 - Hongmei He, Zhenhuan Zhu, Ashutosh Tiwari, Andrew Mills:
A cascade of linguistic CMAC neural networks for decision making. 1-7 - Gracieth Cavalcanti Batista, Washington Luis Santos Silva:
Using Support Vector Machines and two dimensional discrete cosine transform in speech automatic recognition. 1-5 - Sukanya Patil, Kaidi Zhou, Alice C. Parker:
Neural circuits for touch-induced locomotion in Caenorhabditis elegans. 1-8 - Jakub Nalepa, Marcin Cwiek, Michal Kawulok:
Adaptive memetic algorithm for the job shop scheduling problem. 1-8 - Xiaoyao Yin, Lu Han, Hui Bai, Xiaochen Bo, Yun Bai, Cong Niu, Naiyang Guan, Zhigang Luo:
New insights into the landscape relationships of host response to bacterial pathogens. 1-8 - Haoqi Sun, Yan Yang, Olga Sourina, Guang-Bin Huang:
Runtime detection of activated polychronous neuronal group towards its spatiotemporal analysis. 1-8 - Luca Oneto, Alessandro Ghio, Sandro Ridella, Davide Anguita:
Shrinkage learning to improve SVM with hints. 1-9 - Luca Oneto, Alessandro Ghio, Sandro Ridella, Davide Anguita:
Support vector machines and strictly positive definite kernel: The regularization hyperparameter is more important than the kernel hyperparameters. 1-4 - Luca Oneto, Alessandro Ghio, Sandro Ridella, Davide Anguita:
Fast convergence of extended Rademacher Complexity bounds. 1-10 - Amedeo Buonanno, Francesco A. N. Palmieri:
Two-dimensional multi-layer Factor Graphs in Reduced Normal Form. 1-6 - Steven Gutstein, Ethan Stump:
Reduction of catastrophic forgetting with transfer learning and ternary output codes. 1-8 - Li Zhang, Xiaojuan Huang:
Multiple SVM-RFE for multi-class gene selection on DNA Microarray data. 1-6 - Yu Qi, Goktug T. Cinar, Vinícius M. A. de Souza, Gustavo E. A. P. A. Batista, Yueming Wang, José C. Príncipe:
Effective insect recognition using a stacked autoencoder with maximum correntropy criterion. 1-7 - Chen Qiu, Liangxiao Jiang, Ganggang Kong:
A differential evolution-based method for class-imbalanced cost-sensitive learning. 1-8 - Wei-Chang Yeh, Vera Yuk Ying Chung, Yun-Zhi Jiang, Xiangjian He:
Solving reliability redundancy allocation problems with orthogonal simplified swarm optimization. 1-7 - Derek Harter:
Spike synchronization in a small-world network. 1-8 - Jing Wang, Feng Tian, Chang Hong Liu, Xiao Wang:
Robust semi-supervised nonnegative matrix factorization. 1-8 - Yasuo Matsuyama, Akihiro Shikano, Hiromichi Iwase, Teruki Horie:
Order-aware exemplars for structuring video sets: Clustering, aligned matching and retrieval by similarity. 1-10 - Michael Beyeler, Kristofor D. Carlson, Ting-Shuo Chou, Nikil D. Dutt, Jeffrey L. Krichmar:
CARLsim 3: A user-friendly and highly optimized library for the creation of neurobiologically detailed spiking neural networks. 1-8 - Lei Cao, Jianhua Xu:
A label compression coding approach through maximizing dependence between features and labels for multi-label classification. 1-8 - Jagdish C. Patra, Chiara Modanese, Maurizio Acciarri:
Prediction of electronic parameters of compensated multi-crystalline solar-grade silicon using artificial neural networks. 1-8 - Anne Johannet, Virgile Taver, Marc Vinches, Valerie Borrell Estupina, Severin Pistre, Dominique Bertin:
Comparison between inverse modelling and data assimilation to estimate rainfall from runoff using the multilayer perceptron. 1-8 - Paul Bendich, Ellen Gasparovic, John Harer, Rauf Izmailov, Linda Ness:
Multi-scale local shape analysis and feature selection in machine learning applications. 1-8 - Loau Tawfak Al Bahrani, Jagdish C. Patra:
Orthogonal PSO algorithm for solving ramp rate constraints and prohibited operating zones in smart grid applications. 1-7 - Katsunari Shibata, Yuta Sakashita:
Reinforcement learning with internal-dynamics-based exploration using a chaotic neural network. 1-8 - Dean Petters, Everett Waters:
Modelling emotional attachment: An integrative framework for architectures and scenarios. 1-8 - Fan-Lin Meng, Xiao-Jun Zeng:
Appliance level demand modeling and pricing optimization for demand response management in smart grid. 1-8 - Miguel De-la-Torre, Eric Granger, Robert Sabourin:
Adaptive skew-sensitive fusion of ensembles and their application to face re-identification. 1-8 - Manisha Chawla, Krishna P. Miyapuram:
Comparison of meta-analysis approaches for neuroimaging studies of reward processing: A case study. 1-5 - Sean Shensheng Xu, Chi-Chung Cheung:
A new terminating condition to identify the convergence of the learning process in multi-layer feed-forward neural networks. 1-6 - Dong Li, Dongbin Zhao, Yuanheng Zhu, Zhongpu Xia:
Thermal comfort control based on MEC algorithm for HVAC systems. 1-6 - Zhongpu Xia, Dongbin Zhao:
Online reinforcement learning by Bayesian inference. 1-6 - Plamen Angelov:
Typicality distribution function - A new density-based data analytics tool. 1-8 - Taro Tezuka, Christophe Claramunt:
Connectivity estimation of neural networks using a spike train kernel. 1-7 - Pravin Chandra, Udayan Ghose, Apoorvi Sood:
A non-sigmoidal activation function for feedforward artificial neural networks. 1-8 - Michael Biehl, Barbara Hammer, Frank-Michael Schleif, Petra Schneider, Thomas Villmann:
Stationarity of Matrix Relevance LVQ. 1-8 - Yucan Zhou, Xiaowei Cui, Qinghua Hu, Yuan Jia:
Improved multi-kernel SVM for multi-modal and imbalanced dialogue act classification. 1-8 - Danilo Comminiello, Simone Scardapane, Michele Scarpiniti, Raffaele Parisi, Aurelio Uncini:
Functional link expansions for nonlinear modeling of audio and speech signals. 1-8 - Laura Romoli, Stefania Cecchi, Francesco Piazza, Danilo Comminiello, Michele Scarpiniti, Aurelio Uncini:
An interactive optimization procedure for stereophonic acoustic echo cancellation systems. 1-7 - Angela Serra, Dario Greco, Roberto Tagliaferri:
Impact of different metrics on multi-view clustering. 1-8 - Zhile Yang, Kang Li, Qun Niu, Aoife Foley:
Unit commitment considering multiple charging and discharging scenarios of plug-in electric vehicles. 1-8 - Kou-Yuan Huang, Liang-Chi Shen, Jiun-Der You:
Proof of hidden node number in MLP and experiments on well log data inversion. 1-6 - Melin Ngwar, Jim S. Wight:
A fully integrated analog neuron for dynamic multi-layer perceptron networks. 1-8 - Long Peng, Zeng-Guang Hou, Nikola K. Kasabov, Jin Hu, Liang Peng, Weiqun Wang:
sEMG-based torque estimation for robot-assisted lower limb rehabilitation. 1-5 - Calin-Adrian Popa:
Quasi-Newton learning methods for complex-valued neural networks. 1-8 - Hubert Cecotti:
Handwritten digit recognition of Indian scripts: A cascade of distances approach. 1-7 - Hubert Cecotti:
Greedy multi-class label propagation. 1-6 - Alireza Goudarzi, Alireza Shabani, Darko Stefanovic:
Product reservoir computing: Time-series computation with multiplicative neurons. 1-8 - Son Ngoc Tran, Artur S. d'Avila Garcez:
Efficient representation ranking for transfer learning. 1-8 - Haishuai Wang, Peng Zhang, Ling Chen, Huan Liu, Chengqi Zhang:
Online diffusion source detection in social networks. 1-8 - Weigui Jair Zhou, Douglas Leslie Maskell, Chai Quek:
FIE-FCMAC: A novel fuzzy cerebellum model articulation controller (FCMAC) using fuzzy interpolation and extrapolation technique. 1-8 - Seiya Satoh, Ryohei Nakano:
Complex-valued multilayer perceptron learning using singular regions and search pruning. 1-6 - M. S. Ha, S. Jung:
Neural network control for balancing performance of a single-wheel transportation vehicle. 1-5 - Hao Zheng, Zhanlei Yang, Wenju Liu, Jizhong Liang, Yanpeng Li:
Improving deep neural networks using softplus units. 1-4 - Christophe Salperwyck, Marc Boullé, Vincent Lemaire:
Concept drift detection using supervised bivariate grids. 1-9 - Marcin Wozniak, Christian Napoli, Emiliano Tramontana, Giacomo Capizzi:
A multiscale image compressor with RBFNN and Discrete Wavelet decomposition. 1-7 - Jiang Zhao, Man Lan, Zheng-Yu Niu, Yue Lu:
Integrating word embeddings and traditional NLP features to measure textual entailment and semantic relatedness of sentence pairs. 1-7 - Vitoantonio Bevilacqua, Angelo Antonio Salatino, Carlo Di Leo, Giacomo Tattoli, Domenico Buongiorno, Domenico Signorile, Claudio Babiloni, Claudio Del Percio, Antonio Ivano Triggiani, Loreto Gesualdo:
Advanced classification of Alzheimer's disease and healthy subjects based on EEG markers. 1-5 - Vitoantonio Bevilacqua, Domenico Buongiorno, Pierluigi Carlucci, Ferdinando Giglio, Giacomo Tattoli, Attilio Guarini, Nicola Sgherza, Giacoma De Tullio, Carla Minoia, Anna Scattone, Giovanni Simone, Francesco Girardi, Alfredo Zito, Loreto Gesualdo:
A supervised CAD to support telemedicine in hematology. 1-7 - Shulin Wang, Fang Chen, Jianwen Fang:
Spectral clustering of high-dimensional data via Nonnegative Matrix Factorization. 1-8 - Denis Renato de Moraes Piazentin, João Luís Garcia Rosa:
A simulator for Freeman K-sets in Java. 1-8 - Paulo Henrique Pisani, Ana Carolina Lorena, André C. P. L. F. de Carvalho:
Adaptive approaches for keystroke dynamics. 1-8 - Xiabing Zhou, Wenhao Huang, Ni Zhang, Weisong Hu, Sizhen Du, Guojie Song, Kunqing Xie:
Probabilistic dynamic causal model for temporal data. 1-8 - Cristiano Cervellera, Mauro Gaggero, Danilo Macciò, Roberto Marcialis:
Lattice point sets for efficient kernel smoothing models. 1-8 - Becerra Priego, Francisco Bellas, Richard J. Duro:
ECAS-II: A hybrid algorithm for the construction of multidimensional image segmenters. 1-8 - Xiangnan Zhong, Zhen Ni, Haibo He:
Event-triggered adaptive dynamic programming for continuous-time nonlinear system using measured input-output data. 1-8 - Paolo Arena, Marco Calí, Luca Patané, Agnese Portera, Roland Strauss:
A Mushroom Bodies inspired spiking network for classification and sequence learning. 1-8 - Marco Fagiani, Stefano Squartini, Marco Severini, Francesco Piazza:
A novelty detection approach to identify the occurrence of leakage in smart gas and water grids. 1-8 - Ricardo Cerri, Rodrigo C. Barros, André C. P. L. F. de Carvalho:
Hierarchical classification of Gene Ontology-based protein functions with neural networks. 1-8 - Zhen Ni, Xiangnan Zhong, Haibo He:
A boundedness theoretical analysis for GrADP design: A case study on maze navigation. 1-8 - Bakur AlQaudi, Daniel S. Levine, Frank L. Lewis:
A neural network model of decisions on the Asian Disease Problem. 1-8 - Francisco Cruz, Johannes Twiefel, Sven Magg, Cornelius Weber, Stefan Wermter:
Interactive reinforcement learning through speech guidance in a domestic scenario. 1-8 - Ryotaro Kamimura:
Simplified and gradual information control for improving generalization performance of multi-layered neural networks. 1-7 - Leonid I. Perlovsky:
Mystery in experimental psychology, aesthetic emotions. 1-5 - Mahbubul Alam, Lasitha Vidyaratne, Khan M. Iftekharuddin:
Novel hierarchical Cellular Simultaneous Recurrent neural Network for object detection. 1-7 - Li Zhang, Weida Zhou, Bangjun Wang:
Filtering SAR imagery for edge detection using support value transform. 1-8 - João Roberto Bertini Jr., Maria do Carmo Nicoletti:
Refining constructive neural networks using functionally expanded input data. 1-8 - Yu Gu, Zhen-Hua Ling:
Restoring high frequency spectral envelopes using neural networks for speech bandwidth extension. 1-8 - Ben Mitchell, Hasari Tosun, John W. Sheppard:
Deep learning using partitioned data vectors. 1-8 - Bo Zhou, Di Fu, Chao Dong, Jinglu Hu:
A Transductive SVM with quasi-linear kernel based on cluster assumption for semi-supervised classification. 1-7 - Mototaka Yoshioka, Kenta Murakami, Jun Ozawa:
Improved human pulse peak estimation using derivative features for noncontact pulse transit time measurements. 1-6 - Ricardo de A. Araújo, Adriano L. I. de Oliveira, Silvio Romero de Lemos Meira:
A prediction model for high-frequency financial time series. 1-8 - Xi Meng, Junfei Qiao, Hong-Gui Han:
An ART-like algorithm for constructing RBF neural networks. 1-7 - Chao Dong, Bo Zhou, Jinglu Hu:
A hierarchical SVM based multiclass classification by using similarity clustering. 1-6 - Qiang Zhan, Chunhong Wang:
A hybrid strategy for Chinese domain-specific terminology extraction. 1-5 - Celso André R. de Sousa:
An overview on the Gaussian Fields and Harmonic Functions method for semi-supervised learning. 1-8 - Yuanzhi Ke, Masafumi Hagiwara:
A natural language processing neural network comprehending English. 1-7 - Vladimir Nikulin:
On the method for data streams aggregation to predict shoppers loyalty. 1-8 - Yongjin Kwon, Kyuchang Kang, Changseok Bae:
Analysis and evaluation of smartphone-based human activity recognition using a neural network approach. 1-5 - Xiucai Ye, Tetsuya Sakurai:
Spectral clustering using robust similarity measure based on closeness of shared Nearest Neighbors. 1-8 - Peter Csiba, Igor Farkas:
Computational analysis of the Bidirectional Activation-based Learning in autoencoder task. 1-6 - Di Fu, Bo Zhou, Jinglu Hu:
Improving SVM based multi-label classification by using label relationship. 1-6 - Lian Lian Jiang, Douglas L. Maskell:
Automatic fault detection and diagnosis for photovoltaic systems using combined artificial neural network and analytical based methods. 1-8 - Matthias Michael, Marc Schlipsing:
Extending traffic light recognition: Efficient classification of phase and pictogram. 1-8 - Markus Lux, Alexander Sczyrba, Barbara Hammer:
Automatic discovery of metagenomic structure. 1-8 - Junhyuk Hyun, Jeonghyun Baek, Jisu Kim, Peyman Hosseinzajeh Kassani, Euntai Kim:
Proposing a fast circular HOG descriptor for detecting rotated objects. 1-6 - Girish Kumar, Jian Min Sim, Eng Yeow Cheu, Xiaoli Li:
Stochastic least squares learning for deep architectures. 1-7 - S. C. S. Machado, Carlos A. B. Mello:
Text segmentation in ancient topographic maps and floor plans with support vector data description. 1-8 - Rama Murthy Garimella, Berkay Kicanaoglu, Moncef Gabbouj:
On the dynamics of a Recurrent Hopfield Network. 1-8 - Yan-Ping Wu, Yun Li:
Semi-supervised Min-Max Modular SVM. 1-8 - Wen-Tao Fu, Junfei Qiao, Gaitang Han, Xi Meng:
Dissolved oxygen control system based on the T-S fuzzy neural network. 1-7 - Linlin Cao, Bao-Gang Hu:
Generalized constraint neural network regression model subject to equality function constraints. 1-8 - Zdenek Kolka, Viera Biolková, Dalibor Biolek, Jiri Vavra:
Behavioral model for simplified identification of memristor parameters. 1-4 - Honglei Shi, Shiliang Sun:
Sparse uncorrelated cross-domain feature extraction for signal classification in brain-computer interfaces. 1-7 - Giacomo Ferroni, Roberto Bonfigli, Emanuele Principi, Stefano Squartini, Francesco Piazza:
A Deep Neural Network approach for Voice Activity Detection in multi-room domestic scenarios. 1-8 - Teng Li, Yong Dou, Jingfei Jiang, Yueqing Wang, Qi Lv:
Optimized deep belief networks on CUDA GPUs. 1-8 - Jingwei Yang, Huaping Liu, Fuchun Sun, Meng Gao:
Tactile sequence classification using joint kernel sparse coding. 1-6 - Di Yao, Jingping Bi, Jian-Hui Huang, Jin Zhu:
A word distributed representation based framework for large-scale short text classification. 1-7 - Kunihiko Fukushima, Hayaru Shouno:
Deep convolutional network neocognitron: Improved Interpolating-Vector. 1-8 - Feng Sha, Changseok Bae, Guang Liu, XiMeng Zhao, Yuk Ying Chung, Wei-Chang Yeh, Xiangjian He:
A probability-dynamic Particle Swarm Optimization for object tracking. 1-7 - Dan C. Ciresan, Ueli Meier:
Multi-Column Deep Neural Networks for offline handwritten Chinese character classification. 1-6 - Yauheniya Shynkevich, T. Martin McGinnity, Sonya A. Coleman, Ammar Belatreche:
Stock price prediction based on stock-specific and sub-industry-specific news articles. 1-8 - Srikanta Pal, Alireza Alaei, Umapada Pal, Michael Blumenstein:
Interval-valued symbolic representation based method for off-line signature verification. 1-6 - Hongming Zhou, Yeng Chai Soh, Chaoyang Jiang, Xiaoying Wu:
Compressed representation learning for fluid field reconstruction from sparse sensor observations. 1-6 - Timothy Rawlins, Andrew Lewis, Jan Hettenhausen, Timoleon Kipouros:
Enhancing ANN-guided MOPSO through Active Learning. 1-8 - Martin Spüler, Sebastian Nagel, Wolfgang Rosenstiel:
A spiking neuronal model learning a motor control task by reinforcement learning and structural synaptic plasticity. 1-8 - Bin Mu, Linlin Zhang, Shijin Yuan, Hongyu Li:
PCAGA: Principal component analysis based genetic algorithm for solving conditional nonlinear optimal perturbation. 1-8 - Lin Bai, Kan Li, Shuai Jiang:
Recognizing visual composite in real images. 1-8 - Wenhao Huang, Haikun Hong, Kaigui Bian, Xiabing Zhou, Guojie Song, Kunqing Xie:
Improving deep neural network ensembles using reconstruction error. 1-7 - Qiao Wang, Sylvia Young, Aaron Harwood, Cheng Soon Ong:
Discriminative concept learning network: Reveal high-level differential concepts from shallow architecture. 1-9 - Chelsea Dobbins, Paul Fergus:
Knowledge extraction using probabilistic reasoning: An artificial neural network approach. 1-8 - Andrea Dal Pozzolo, Giacomo Boracchi, Olivier Caelen, Cesare Alippi, Gianluca Bontempi:
Credit card fraud detection and concept-drift adaptation with delayed supervised information. 1-8 - Dmitry Kangin, Plamen Angelov:
Evolving clustering, classification and regression with TEDA. 1-8 - Jungang Xu, Shilong Zhou, Hong Chen, Pengfei Li:
A sample partition method for learning to rank based on query-level vector extraction. 1-7 - Lu Lu, Haijun Zhang:
A tree-structured representation for book author and its recommendation using multilayer SOM. 1-8 - Yangyang Zhao, Zhengya Sun, Changsheng Xu, Hongwei Hao:
Meta-Path based Nonnegative Matrix Factorization for clustering on multi-type relational data. 1-8 - Theju Jacob, Wesley E. Snyder:
Learning rule for associative memory in recurrent neural networks. 1-5 - Alexandra Degeest, Michel Verleysen, Benoît Frénay:
Feature ranking in changing environments where new features are introduced. 1-8 - Zhijun Yang, Vaibhav Gandhi, Mehmet Karamanoglu, Bruce Graham:
Characterising information correlation in a stochastic Izhikevich neuron. 1-5 - Lídio Mauro Lima de Campos, Roberto Célio Limão de Oliveira, Mauro Roisenberg:
Evolving Artificial Neural Networks through L-system and evolutionary computation. 1-9 - Jonathan M. Blackledge, Sergei V. Bezobrazov, Paul Tobin:
Cryptography using artificial intelligence. 1-6 - Vigneshwaran Senthilvel, Suresh Sundaram, B. S. Mahanand, N. Sundararajan:
ASD detection in males using MRI- an age-group based study. 1-8 - Hemmaphan Suwanwiwat, Michael Blumenstein, Umapada Pal:
Short answer question examination using an automatic off-line handwriting recognition system and a novel combined feature. 1-8 - Dennis Hamester, Pablo V. A. Barros, Stefan Wermter:
Face expression recognition with a 2-channel Convolutional Neural Network. 1-8 - Gerard Canal, Cecilio Angulo, Sergio Escalera:
Gesture based human multi-robot interaction. 1-8 - Ryotaro Kamimura, Ryozo Kitajima:
Selective potentiality maximization for input neuron selection in self-organizing maps. 1-8 - Haobin Dou, Xihong Wu:
Coarse-to-fine trained multi-scale Convolutional Neural Networks for image classification. 1-7 - Lilian Berton, Jorge Carlos Valverde-Rebaza, Alneu de Andrade Lopes:
Link prediction in graph construction for supervised and semi-supervised learning. 1-8 - Paolo Arena, Paolo Furia, Luca Patané, Massimo Pollino:
Fly-inspired sensory feedback in a reaction-diffusion neural system for locomotion control in a hexapod robot. 1-8 - Francesco Cauteruccio, Claudio Stamile, Giorgio Terracina, Domenico Ursino, Dominique Sappey-Marinier:
An automated string-based approach to White Matter fiber-bundles clustering. 1-8 - Gennaro Notomista, Michael Botsch:
Maneuver segmentation for autonomous parking based on ensemble learning. 1-8 - Javier Echanobe, Raul Finker, Inés del Campo:
A divide-and-conquer strategie for FPGA implementations of large MLP-based classifiers. 1-7 - David Cittern, Abbas Edalat:
Towards a neural model of bonding in self-attachment. 1-8 - Ge Yang, Ali Ghodsi:
Kolmogorov complexity vector: A novel data representation. 1-8 - Giacomo Parigi, Andrea Pedrini, Marco Piastra:
Some further evidence about magnification and shape in neural gas. 1-8 - Ievgen Redko, Younès Bennani:
Sparsity analysis of learned factors in Multilayer NMF. 1-7 - Cristiano Cervellera, Mauro Gaggero, Danilo Macciò, Roberto Marcialis:
Efficient use of Nadaraya-Watson models and low-discrepancy sequences for approximate dynamic programming. 1-8 - Tiago P. F. de Lima, Teresa Bernarda Ludermir:
Differential evolution and meta-learning for dynamic ensemble of neural network classifiers. 1-5 - Pei-Hua Huang, Osamu Hasegawa:
Associative-memory-recall-based control system for learning hovering manoeuvres. 1-8 - Vincent Lemaire, Oumaima Alaoui Ismaili, Antoine Cornuéjols:
An initialization scheme for supervized K-means. 1-8 - Marcin Wozniak, Dawid Polap, Robert K. Nowicki, Christian Napoli, Giuseppe Pappalardo, Emiliano Tramontana:
Novel approach toward medical signals classifier. 1-7 - Gonzalo Tejera, Martin Llofriu, Alejandra Barrera, Alfredo Weitzenfeld:
A spatial cognition model integrating grid cells and place cells. 1-8 - Luiz G. Hafemann, Luiz S. Oliveira, Paulo Rodrigo Cavalin, Robert Sabourin:
Transfer learning between texture classification tasks using Convolutional Neural Networks. 1-7 - Razvan Popovici, Razvan Andonie:
Music genre classification with Self-Organizing Maps and edit distance. 1-7 - B. Keshavarz Hedayati, Guangyuan Guangyuan, Ali Jooya, Nikitas J. Dimopoulos:
In-training and post-training generalization methods: The case of ppar - α and ppar - γ agonists. 1-7 - Filipe Peliz Pinto Teixeira, Murray Shanahan:
Local and global criticality within oscillating networks of spiking neurons. 1-7 - Vigneshwaran Senthilvel, B. S. Mahanand, Suresh Sundaram, Narasimhan Sundararajan:
Using regional homogeneity from functional MRI for diagnosis of ASD among males. 1-8 - Shaoning Pang, Yiming Peng, Tao Ban, Daisuke Inoue, Abdolhossein Sarrafzadeh:
A federated network online network traffics analysis engine for cybersecurity. 1-8 - Qinbo Li, Jaewook Yoo, Yoonsuck Choe:
Emergence of tool use in an articulated limb controlled by evolved neural circuits. 1-8 - Phuong Duong, Van Nguyen, Mi Dinh, Trung Le, Dat Tran, Wanli Ma:
Graph-based semi-supervised Support Vector Data Description for novelty detection. 1-6 - Weiwei Zhang, Yi Lu Murphey, Tianyu Wang, Qijie Xu:
Driver yawning detection based on deep convolutional neural learning and robust nose tracking. 1-8 - Binbin Cao, Jianmin Li, Bo Zhang:
Regularizing neural networks with adaptive local drop. 1-5 - Nan Jiang, Wenge Rong, Baolin Peng, Yifan Nie, Zhang Xiong:
An empirical analysis of different sparse penalties for autoencoder in unsupervised feature learning. 1-8 - Md. Mamunur Rashid, Iqbal Gondal, Joarder Kamruzzaman:
Condition monitoring through mining fault frequency from machine vibration data. 1-8 - Fabricio A. Breve, Marcos Gonçalves Quiles, Liang Zhao:
Interactive image segmentation using particle competition and cooperation. 1-8 - Javan Tan, Weigui Jair Zhou, Chai Quek:
Trading model: Self reorganizing Fuzzy Associative Machine - forecasted MACD-Histogram (SeroFAM-fMACDH). 1-8 - João Paulo Cerquinho Cajueiro, João Ranhel:
Limits of coincidence detector neurons as decoders of Polychronous Neuronal Groups firing completely. 1-5 - Shin-Ying Huang, Fang Yu, Rua-Huan Tsaih, Yennun Huang:
Network-traffic anomaly detection with incremental majority learning. 1-8 - Mashud Rana, Irena Koprinska, Vassilios G. Agelidis:
Forecasting solar power generated by grid connected PV systems using ensembles of neural networks. 1-8 - Khanh Nguyen, Trung Le, Vinh Lai, Duy Nguyen, Dat Tran, Wanli Ma:
Least square Support Vector Machine for large-scale dataset. 1-8 - Razvan Popovici, Razvan Andonie:
Sensor signal clustering with Self-Organizing Maps. 1-8 - Pingping Zhu, Hongchuan Wei, Wenjie Lu, Silvia Ferrari:
Multi-kernel probability distribution regressions. 1-7 - Kazuyuki Hara, Daisuke Saitoh, Hayaru Shouno:
Analysis of function of rectified linear unit used in deep learning. 1-8 - Kun Zhan, Jinhui Shi, Qiaoqiao Li, Jicai Teng, Mingying Wang:
Image segmentation using fast linking SCM. 1-8 - Yihai Huang, James T. Kwok:
Collaborative filtering via co-factorization of individuals and groups. 1-8 - Hiroomi Hikawa:
Vector classification by a winner-take-all neural network with digital frequency-locked loop. 1-8 - Zehong Cao, Li-Wei Ko, Kuan-Lin Lai, Song-Bo Huang, Shuu-Jiun Wang, Chin-Teng Lin:
Classification of migraine stages based on resting-state EEG power. 1-5 - Sripirakas Sakthithasan, Russel Pears, Albert Bifet, Bernhard Pfahringer:
Use of ensembles of Fourier spectra in capturing recurrent concepts in data streams. 1-8 - Panagiotis Ioannou, Matthew Casey, André Grüning:
Spike-timing neuronal modelling of forgetting in immediate serial recall. 1-8 - Clayton Smith, Donald Wunsch:
Particle Swarm Optimization in an adaptive resonance framework. 1-4 - Clayton Smith, Donald Wunsch:
Time series prediction via two-step clustering. 1-4 - Zhibin Yu, Sangwook Kim, Rammohan Mallipeddi, Minho Lee:
Human intention understanding based on object affordance and action classification. 1-6 - Shujian Yu, Xinge You, Kexin Zhao, Weihua Ou, Yuanyan Tang:
Kernel normalized mixed-norm algorithm for system identification. 1-6 - Sangwook Kim, Minho Lee, Jixiang Shen:
A novel deep learning by combining discriminative model with generative model. 1-6 - Seyed Amin Khatami, Saeed Mirghasemi, Abbas Khosravi, Saeid Nahavandi:
An efficient hybrid algorithm for fire flame detection. 1-6 - Chetan Singh Thakur, Tara Julia Hamilton, Runchun Wang, Jonathan Tapson, André van Schaik:
A neuromorphic hardware framework based on population coding. 1-8 - Shirin Dora, Suresh Sundaram, Narasimhan Sundararajan:
A two stage learning algorithm for a Growing-Pruning Spiking Neural Network for pattern classification problems. 1-7 - Thanh Thi Nguyen, Saeid Nahavandi, Abbas Khosravi, Douglas C. Creighton, Imali Hettiarachchi:
EEG signal analysis for BCI application using fuzzy system. 1-8 - Rafael M. O. Cruz, Robert Sabourin, George D. C. Cavalcanti:
META-DES.H: A Dynamic Ensemble Selection technique using meta-learning and a dynamic weighting approach. 1-8 - Yuning He:
Online detection and modeling of safety boundaries for aerospace applications using active learning and Bayesian statistics. 1-8 - Yuzhu Huang, Hongde Jiang:
Neural network observer-based optimal control for unknown nonlinear systems with control constraints. 1-7 - Ken-ichiro Nishioka, Yoshitatsu Matsuda, Kazunori Yamaguchi:
Discovery of localized spatio-temporal patterns from location-based SNS by clustering users. 1-8 - Xiaodan Zhu, Chengan Guo:
Parallel algorithms for a neurodynamic optimization system realized on GPU and applied to recovering compressively sensed signals. 1-8 - Sujan Chowdhury, Brijesh K. Verma, Mary Tom, Mengjie Zhang:
Pixel characteristics based feature extraction approach for roadside object detection. 1-8 - Seyyed Adel Alavi Fazel, Hamid Mirfenderesk, Rodger Tomlinson, Michael Blumenstein:
Towards robust flood forecasts using neural networks. 1-6 - Sam Leroux, Steven Bohez, Tim Verbelen, Bert Vankeirsbilck, Pieter Simoens, Bart Dhoedt:
Resource-constrained classification using a cascade of neural network layers. 1-7 - Everton Silva, Humberto Brandao, Douglas Castilho, Adriano C. M. Pereira:
A binary ensemble classifier for high-frequency trading. 1-8 - Manan Suri, Vivek Parmar, Gilbert Sassine, Fabien Alibart:
OXRAM based ELM architecture for multi-class classification applications. 1-8 - Wei Jiang, Hao Zheng, Shuai Nie, Wenju Liu:
Multiscale collaborative speech denoising based on deep stacking network. 1-5 - Toktam Zoughi, Mohammad Mehdi Homayounpour:
Gender aware Deep Boltzmann Machines for phone recognition. 1-5 - Chengsheng Mao, Bin Hu, Manman Wang, Philip Moore:
Learning from neighborhood for classification with local distribution characteristics. 1-8 - Harilal Parasuram, Bipin Nair, Giovanni Naldi, Egidio D'Angelo, Shyam Diwakar:
Exploiting point source approximation on detailed neuronal models to reconstruct single neuron electric field and population LFP. 1-7 - Teck-Hou Teng:
Function approximation for large markov decision processes using self-organizing neural networks. 1-8 - Mika Juuti, Francesco Corona, Juha Karhunen:
Stochastic Discriminant Analysis. 1-8 - Viktor Losing, Barbara Hammer, Heiko Wersing:
Interactive online learning for obstacle classification on a mobile robot. 1-8 - Benjamin Staar, Marius Schirmer, Camilla Baj-Rossi, Giovanni De Micheli, Sandro Carrara, Elisabetta Chicca:
A neural approach to drugs monitoring for personalized medicine. 1-4 - Carlos M. Alaíz, José R. Dorronsoro:
The Generalized Group Lasso. 1-8 - Caroline König, René Alquézar, Alfredo Vellido, Jesús Giraldo:
The extracellular N-terminal domain suffices to discriminate class C G Protein-Coupled Receptor subtypes from n-grams of their sequences. 1-7 - Sergio Escalera, Jordi Gonzàlez, Xavier Baró, Pablo Pardo, Junior Fabian, Marc Oliu, Hugo Jair Escalante, Iván Huerta, Isabelle Guyon:
ChaLearn looking at people 2015 new competitions: Age estimation and cultural event recognition. 1-8 - Nadia Mammone, Jonas Duun-Henriksen, Troels Wesenberg Kjaer, Maurizio Campolo, Fabio La Foresta, Francesco Carlo Morabito:
Learning Vector Quantization and Permutation Entropy to analyse epileptic electroencephalography. 1-6 - Jing Yang, Tengfei Zhang, Fumin Ma, Gregory M. P. O'Hare, Michael J. O'Grady:
Neural PID adaptive generator excitation control for two-machine system. 1-7 - Cheng Luo, Xiongcai Cai, Nipa Chowdhury:
Probabilistic temporal bilinear model for temporal dynamic recommender systems. 1-8 - Navin Anwani, Bipin Rajendran:
NormAD - Normalized Approximate Descent based supervised learning rule for spiking neurons. 1-8 - Elena Cerezuela-Escudero, Angel Jiménez-Fernandez, Rafael Paz-Vicente, Manuel Domínguez-Morales, Alejandro Linares-Barranco, Gabriel Jiménez-Moreno:
Musical notes classification with neuromorphic auditory system using FPGA and a convolutional spiking network. 1-7 - Wentao Mao, Jinwan Wang, Liyun Wang:
Online sequential classification of imbalanced data by combining extreme learning machine and improved SMOTE algorithm. 1-8 - Marco Severini, Stefano Squartini, Marco Fagiani, Francesco Piazza:
Energy management with the support of dynamic pricing strategies in real micro-grid scenarios. 1-8 - Vincent Canals, Miquel L. Alomar, Antoni Morro, Antoni Oliver, Josep L. Rosselló:
Noise-robust hardware implementation of neural networks. 1-8 - Moritz Schneider, Jürgen Adamy:
Artificial motivations based on drive-reduction theory in self-referential model-building control systems. 1-8 - Emre Cakir, Toni Heittola, Heikki Huttunen, Tuomas Virtanen:
Polyphonic sound event detection using multi label deep neural networks. 1-7 - Evangelos Stromatias, Daniel Neil, Francesco Galluppi, Michael Pfeiffer, Shih-Chii Liu, Steve B. Furber:
Scalable energy-efficient, low-latency implementations of trained spiking Deep Belief Networks on SpiNNaker. 1-8 - Debaditya Roy, K. Sri Rama Murty, C. Krishna Mohan:
Feature selection using Deep Neural Networks. 1-6 - Adam J. Wootton, C. R. Day, Peter W. Haycock:
An Echo State Network approach to structural health monitoring. 1-7 - Giorgia R. N. Carvalho, Diego N. Brandão, Diego B. Haddad, Vinicius Leal do Forte, Marcos B. Ceddia:
A RBF Neural Network applied to predict soil Field Capacity and Permanent Wilting Point at Brazilian coast. 1-5 - Wenju Zhang, Naiyang Guan, Dacheng Tao, Bin Mao, Xuhui Huang, Zhigang Luo:
Correntropy supervised non-negative matrix factorization. 1-8 - Diego Rodrigues, Altigran S. da Silva, Rosiane Rodrigues, Eulanda Miranda dos Santos:
Using active learning techniques for improving database schema matching methods. 1-8 - Nabin Sharma, Ranju Mandal, Rabi Sharma, Umapada Pal, Michael Blumenstein:
Bag-of-Visual Words for word-wise video script identification: A study. 1-7 - Weihua Wang, Ji-hong Zhao, Hua Qu, Badong Chen, José C. Príncipe:
A switch kernel width method of correntropy for channel estimation. 1-7 - Federica Bisio, Paolo Gastaldo, Rodolfo Zunino, Erik Cambria:
A learning scheme based on similarity functions for affective common-sense reasoning. 1-6 - Zheng Cao, José C. Príncipe, Bing Ouyang:
Group feature selection in image classification with multiple kernel learning. 1-5 - Rupam Deb, Alan Wee-Chung Liew:
Incorrect attribute value detection for traffic accident data. 1-7 - Davide Zambrano, Pieter R. Roelfsema, Sander M. Bohté:
Continuous-time on-policy neural Reinforcement Learning of working memory tasks. 1-8 - Sambu Seo, Johannes Mohr, Ningfei Li, Andreas Horn, Klaus Obermayer:
Incremental pairwise clustering for large proximity matrices. 1-8 - Chaitanya Medini, Giovanni Naldi, Bipin Nair, Egidio D'Angelo, Shyam Diwakar:
Reconstructing fMRI BOLD signals arising from cerebellar granule neurons - comparing GLM and balloon models. 1-6 - Andrea Schnall, Martin Heckmann:
Evaluation of optical flow field features for the detection of word prominence in a human-machine interaction scenario. 1-7 - Thusitha N. Chandrapala, Bertram E. Shi, Jochen Triesch:
On the utility of sparse neural representations in adaptive behaving agents. 1-8 - Jun Niitsuma, Yuko Osana:
Self-Organizing Map-based Probabilistic Associative Memory for Sequential Patterns. 1-7 - Nagamasa Hayashi, Yuko Osana:
Chaotic Multidirectional Associative Memory with adaptive scaling factor of refractoriness. 1-8 - Vladimir Krasin, Vaibhav Gandhi, Zhijun Yang, Mehmet Karamanoglu:
EMG based elbow joint powered exoskeleton for biceps brachii strength augmentation. 1-6 - Rafael Gomes Mantovani, André Luis Debiaso Rossi, Joaquin Vanschoren, Bernd Bischl, André C. P. L. F. de Carvalho:
To tune or not to tune: Recommending when to adjust SVM hyper-parameters via meta-learning. 1-8 - Parivash Ashrafi, Yi Sun, Neil Davey, Rod Adams, Marc B. Brown, Maria Prapopoulou, Gary P. Moss:
The importance of hyperparameters selection within small datasets. 1-8 - Shibani Santurkar, Bipin Rajendran:
C. elegans chemotaxis inspired neuromorphic circuit for contour tracking and obstacle avoidance. 1-8 - Chung-Ming Ou:
Model of associative memory based on antibody chain with one-dimensional chaotic dynamical system. 1-7 - Jérémie Cabessa, Alessandro E. P. Villa:
Computational capabilities of recurrent neural networks based on their attractor dynamics. 1-8 - Jinling Wang, Ammar Belatreche, Liam P. Maguire, T. Martin McGinnity:
Dynamically Evolving Spiking Neural network for pattern recognition. 1-8 - Jouni Puuronen, Aapo Hyvärinen:
Independent component analysis with an inverse problem motivated penalty term. 1-7 - Henry Schütze, Erhardt Barth, Thomas Martinetz:
Learning orthogonal sparse representations by using geodesic flow optimization. 1-8 - Kan Li, Lin Bai:
Generating image description by modeling spatial context of an image. 1-8 - Jesús Alonso, Roberto Paredes, Paolo Rosso:
Data mapping by Restricted Boltzmann Machines for social circles detection. 1-7 - Raghvendra Mall, Johan A. K. Suykens:
Kernel spectral document clustering using unsupervised precision-recall metrics. 1-7 - Sylvain Chartier, Melissa Johnson:
Learning valid categorical syllogisms using an associative memory. 1-6 - Mohammad Nozari Zarmehri, Carlos Soares:
Metalearning to choose the level of analysis in nested data: A case study on error detection in foreign trade statistics. 1-8 - Marcelo Damasceno, Anne M. P. Canuto, Norman Poh:
Multi-privacy biometric protection scheme using ensemble systems. 1-8 - Manu V. Nair, Piotr Dudek:
Gradient-descent-based learning in memristive crossbar arrays. 1-7 - Yuzhu Huang, Hongde Jiang:
Neurocontrol of single shaft heavy-duty gas turbine using adaptive dynamic programming. 1-8 - Sybren Jansen, Amirhosein Shantia, Marco A. Wiering:
The neural-SIFT feature descriptor for visual vocabulary object recognition. 1-8 - Beatriz Pérez-Sánchez, Oscar Fontenla-Romero, Noelia Sánchez-Maroño:
Selecting target concept in one-class classification for handling class imbalance problem. 1-8 - Hanchao Zhang, Jinhua Xu:
Discriminant sparse coding with geometrical constraint. 1-7 - Jayadeva, Sumit Soman, Amit Bhaya:
The MC-ELM: Learning an ELM-like network with minimum VC dimension. 1-7 - Rafael Gomes Mantovani, André Luis Debiaso Rossi, Joaquin Vanschoren, Bernd Bischl, André C. P. L. F. de Carvalho:
Effectiveness of Random Search in SVM hyper-parameter tuning. 1-8 - Awat A. Saeed, Gavin C. Cawley, Anthony J. Bagnall:
Benchmarking the semi-supervised naïve Bayes classifier. 1-8 - Kohei Machida, Takashi Takenouchi:
Non-negative Matrix Factorization based on γ-divergence. 1-6 - Erich Schikuta, Altaf Ahmad Huqqani, Thomas Kopica:
Semantic extensions to the Vienna Neural Network Specification Language. 1-8 - Zafeirios Fountas, Murray Shanahan:
GPU-based fast parameter optimization for phenomenological spiking neural models. 1-8 - Wentao Zhu, Jun Miao, Laiyun Qing, Guang-Bin Huang:
Hierarchical Extreme Learning Machine for unsupervised representation learning. 1-8 - Nitin Anand Shrivastava, Abbas Khosravi, Bijaya K. Panigrahi:
Prediction interval estimation for wind farm power generation forecasts using support vector machines. 1-7 - Zahra Karevan, Siamak Mehrkanoon, Johan A. K. Suykens:
Black-box modeling for temperature prediction in weather forecasting. 1-8 - Benoit Larras, Cyril Lahuec, Fabrice Seguin, Matthieu Arzel:
Design of analog subthreshold Encoded Neural Network circuit in sub-100nm CMOS. 1-7 - Giorgio Manganini, Matteo Pirotta, Marcello Restelli, Luca Bascetta:
Following Newton direction in Policy Gradient with parameter exploration. 1-8 - Niall McCarroll, Ammar Belatreche, Jim Harkin, Yuhua Li:
Bio-inspired hierarchical framework for multi-view face detection and pose estimation. 1-8 - Redwan Abdo A. Mohammed, Oliver G. Staadt:
Learning eye movements strategies on tiled Large High-Resolution Displays using inverse reinforcement learning. 1-7 - Rohit Shukla, Mikko H. Lipasti:
A self-learning map-seeking circuit for visual object recognition. 1-8 - Chang Liu, Fuchun Sun:
HMAX model: A survey. 1-7 - Lydia Fischer, Barbara Hammer, Heiko Wersing:
Combining offline and online classifiers for life-long learning. 1-8 - Jonathan Guerra, Patricia Klotz, Béatrice Laurent, Fabrice Gamboa:
Transient phenomena prediction using recurrent neural networks. 1-8 - Douglas de O. Cardoso, Felipe Maia Galvão França, João Gama:
A bounded neural network for open set recognition. 1-7 - Victor L. F. Souza, Rodrigo C. Brasileiro, Adriano L. I. Oliveira:
A PAA-PSO technique for investment strategies in the financial market. 1-8 - Siamak Mehrkanoon, Oscar Mauricio Agudelo, Raghvendra Mall, Johan A. K. Suykens:
Hierarchical semi-supervised clustering using KSC based model. 1-8 - Lars Hertel, Erhardt Barth, Thomas Käster, Thomas Martinetz:
Deep convolutional neural networks as generic feature extractors. 1-4 - Salaheddin Alakkari, Eugene Gath, John James Collins:
An investigation into the use of subspace methods for face detection. 1-7 - Carlo Drioli, Gian Luca Foresti:
Data-driven vocal folds models for the representation of both acoustic and high speed video data. 1-6 - Emmanuel Daucé, Timothée Proix, Liva Ralaivola:
Reward-based online learning in non-stationary environments: Adapting a P300-speller with a "backspace" key. 1-8 - Ronaldo Ribeiro Barbosa de Aquino, Ramon B. Souza, Otoni Nóbrega Neto, Milde M. S. Lira, Manoel A. Carvalho, Aida Araujo Ferreira:
Echo state networks, artificial neural networks and fuzzy systems models for improve short-term wind speed forecasting. 1-8 - Mohammad Ali Keyvanrad, Mohammad Mehdi Homayounpour:
Normal sparse Deep Belief Network. 1-7 - Sayed Pouria Talebi, Sithan Kanna, Danilo P. Mandic:
A non-linear state space frequency estimator for three-phase power systems. 1-7 - Emmett Kerr, T. Martin McGinnity, Sonya A. Coleman, Andrea Shepherd:
Towards pulse detection and rhythm analysis using a biomimetic fingertip. 1-8 - Srikanth Cherla, Son Ngoc Tran, Artur S. d'Avila Garcez, Tillman Weyde:
Discriminative learning and inference in the Recurrent Temporal RBM for melody modelling. 1-8 - Toshifumi Minemoto, Teijiro Isokawa, Nobuyuki Matsui, Masaki Kobayashi, Haruhiko Nishimura:
On the performance of Quaternionic Bidirectional Auto-Associative Memory. 1-6 - Matthew Emigh, Evan Kriminger, José C. Príncipe:
Linear discriminant analysis with an information divergence criterion. 1-6 - Ugo Louche, Liva Ralaivola:
From cutting planes algorithms to compression schemes and active learning. 1-8 - Dayvid V. R. Oliveira, Thyago N. Porpino, George D. C. Cavalcanti, Tsang Ing Ren:
A bootstrap-based iterative selection for ensemble generation. 1-7 - Peter U. Diehl, Daniel Neil, Jonathan Binas, Matthew Cook, Shih-Chii Liu, Michael Pfeiffer:
Fast-classifying, high-accuracy spiking deep networks through weight and threshold balancing. 1-8 - Scott McDonald, Dermot Kerr, Sonya A. Coleman, Philip J. Vance, T. Martin McGinnity:
Modelling retinal ganglion cells using self-organising fuzzy neural networks. 1-8 - Lucio Ciabattoni, Gionata Cimini, Francesco Ferracuti, Massimo Grisostomi, Gianluca Ippoliti, Matteo Pirro:
Indoor thermal comfort control through fuzzy logic PMV optimization. 1-6 - Daniel M. M. da Costa, Sarajane Marques Peres, Clodoaldo Ap. M. Lima, Pollyana Notargiacomo Mustaro:
Face recognition using Support Vector Machine and multiscale directional image representation methods: A comparative study. 1-8 - Farinoush Saffar, Mitra Mirhassani, Majid Ahmadi:
A modular mixed-signal CVNS neural network architecture. 1-6 - German Ignacio Parisi, Florian von Stosch, Sven Magg, Stefan Wermter:
Learning human motion feedback with neural self-organization. 1-6 - Dayvid V. R. Oliveira, George D. C. Cavalcanti, Tsang Ing Ren, Ricardo M. A. Silva:
Evolutionary Adaptive Self-Generating Prototypes for imbalanced datasets. 1-8 - Petia D. Koprinkova-Hristova:
On effects of IP improvement of ESN reservoirs for reflecting of data structure. 1-7 - Al-Attar Ali Mohamed, Ahmed A. M. El-Gaafary, Yahia S. Mohamed, Ashraf Mohamed Hemeida:
Design static VAR compensator controller using artificial neural network optimized by modify Grey Wolf Optimization. 1-7 - Reshma Kar, Amit Konar, Aruna Chakraborty, Basabdatta Sen Bhattacharya, Atulya K. Nagar:
EEG source localization by memory network analysis of subjects engaged in perceiving emotions from facial expressions. 1-8 - Emerson Silva de Oliveira, Angelo C. Loula:
Symbolic associations in neural network activations: Representations in the emergence of communication. 1-8 - Bernardete Ribeiro, Noel Lopes, Catarina Silva:
Learning the hash code with generalised regression neural networks for handwritten signature biometric data retrieval. 1-6 - Badong Chen, Ren Wang, Nanning Zheng, José C. Príncipe:
Exponential C-Loss for data fitting. 1-6 - Sergio Orts-Escolano, José García Rodríguez, Vicente Morell, Miguel Cazorla, Marcelo Saval-Calvo, Jorge Azorín López:
Processing point cloud sequences with Growing Neural Gas. 1-8 - Badong Chen, Ren Wang, Nanning Zheng, José C. Príncipe:
On initial convergence behavior of the kernel least mean square algorithm. 1-5 - Ren Wang, Badong Chen, Nanning Zheng, José C. Príncipe:
A variable step-size adaptive algorithm under maximum correntropy criterion. 1-5 - Bruno Sielly Jales Costa, Clauber Gomes Bezerra, Luiz Affonso Guedes, Plamen Parvanov Angelov:
Online fault detection based on Typicality and Eccentricity Data Analytics. 1-6 - Alan Perotti, Artur S. d'Avila Garcez, Guido Boella:
Neural-symbolic monitoring and adaptation. 1-8 - Jonathan Binas, Giacomo Indiveri, Michael Pfeiffer:
Local structure helps learning optimized automata in recurrent neural networks. 1-7 - Amirhosein Shantia, Rik Timmers, Lambert Schomaker, Marco A. Wiering:
Indoor localization by denoising autoencoders and semi-supervised learning in 3D simulated environment. 1-7 - Maxime Carrere, Frédéric Alexandre:
Modeling pavlovian conditioning with multiple neuronal populations. 1-8 - Weronika Wojtak, Flora J. Ferreira, Wolfram Erlhagen, Estela Bicho:
Learning joint representations for order and timing of perceptual-motor sequences: A dynamic neural field approach. 1-7 - Byungik Ahn:
Real-time video object recognition using convolutional neural network. 1-7 - Mohammed Zidan, Alaa El. Sagheer, Nasser Metwally:
An autonomous competitive learning algorithm using quantum hamming neural networks. 1-7 - Jing Dai, Ganesh K. Venayagamoorthy, Ronald G. Harley, Yi Deng, Steve M. Potter:
Adaptive-critic-based control of a synchronous generator in a power system using biologically inspired artificial neural networks. 1-8 - Rodolfo Carneiro Cavalcante, Adriano L. I. Oliveira:
An approach to handle concept drift in financial time series based on Extreme Learning Machines and explicit Drift Detection. 1-8 - Valeri Tsatsishvili, Fengyu Cong, Petri Toiviainen, Tapani Ristaniemi:
Combining PCA and multiset CCA for dimension reduction when group ICA is applied to decompose naturalistic fMRI data. 1-6 - James T. Graham, Janusz A. Starzyk, Zhen Ni, Haibo He, Teck-Hou Teng, Ah-Hwee Tan:
A comparative study between motivated learning and reinforcement learning. 1-8 - Byungik Ahn:
Neuron-like digital hardware architecture for large-scale neuromorphic computing. 1-8 - Anuradha Saha, Amit Konar, Basabdatta Sen Bhattacharya, Atulya K. Nagar:
EEG classification to determine the degree of pleasure levels in touch-perception of human subjects. 1-8 - Zejia Zheng, Juyang Weng:
Approaching real-world navigation using object recognition network. 1-8 - Michail Maniadakis, Panos E. Trahanias:
Artificial agents perceiving and processing time. 1-8 - Eugene Koskin, Dimitri Galayko, Orla Feely, Elena Blokhina:
Mode-locking in a network of kuramoto-like oscillators. 1-6 - Craig M. Vineyard, Stephen J. Verzi, Conrad D. James, James B. Aimone, Gregory L. Heileman:
Repeated play of the SVM game as a means of adaptive classification. 1-8 - Dominika Lyzwa:
Neural responses to natural sounds in the auditory midbrain: A model comparison. 1-7 - Joana Cósta, Catarina Silva, Mário Antunes, Bernardete Ribeiro:
The impact of longstanding messages in micro-blogging classification. 1-8 - Evangelos Stromatias, John S. Marsland:
Supervised learning in Spiking Neural Networks with limited precision: SNN/LP. 1-7 - Claudia Rudolph, Tobias Storck, Yulia Sandamirskaya:
Learning to reach after learning to look: A study of autonomy in learning sensorimotor transformations. 1-6 - Angel Cataron, Razvan Andonie, Yvonne Chueh:
Financial data analysis using the informational energy unilateral dependency measure. 1-8 - Matthew Motoki, Monica Umeda, Matthias Fripp, Anthony Kuh:
Approximate dynamic programming for control of a residential water heater. 1-8 - Alexander Schulz, Barbara Hammer:
Discriminative dimensionality reduction for regression problems using the Fisher metric. 1-8 - Haider Raza, Hubert Cecotti, Girijesh Prasad:
Optimising frequency band selection with forward-addition and backward-elimination algorithms in EEG-based brain-computer interfaces. 1-7 - Cesar Silva, Germano C. Vasconcelos, Hadautho Barros, Gabriel Franca:
Case-based reasoning combined with neural networks for credit risk analysis. 1-8 - George M. Georgiou, Kerstin Voigt, Haiyan Qiao:
Stochastic computation of dominant eigenvalue and the law of total variance. 1-4 - Eros Pasero, Eugenio Balzanelli, Federico Caffarelli:
Intruder recognition using ECG signal. 1-8 - Marius Bartcus, Faicel Chamroukhi, Hervé Glotin:
Hierarchical Dirichlet Process Hidden Markov Model for unsupervised bioacoustic analysis. 1-7 - Haider Raza, Hubert Cecotti, Yuhua Li, Girijesh Prasad:
Learning with covariate shift-detection and adaptation in non-stationary environments: Application to brain-computer interface. 1-8 - Aboozar Taherkhani, Ammar Belatreche, Yuhua Li, Liam P. Maguire:
Multi-DL-ReSuMe: Multiple neurons Delay Learning Remote Supervised Method. 1-7 - Eder Santana, Goktug T. Cinar, José C. Príncipe:
Parallel flow in Deep Predictive Coding Networks. 1-5 - Anne Siemon, Stephan Menzel, Rainer Waser, Eike Linn:
Controllability of multi-level states in memristive device models using a transistor as current compliance during SET operation. 1-8 - Eder Santana, José C. Príncipe:
Mixed generative and supervised learning modes in Deep Predictive Coding Networks. 1-4 - Marwa Ammar, Souhir Bouaziz, Adel M. Alimi, Ajith Abraham:
Negotiation process for bi-objective multi-agent flexible neural tree model. 1-9 - Asher A. Hensley, Alex Doboli, Rami Mangoubi, Simona Doboli:
Generalized Label Propagation. 1-8 - Michael S. Gashler, Zachariah Kindle, Michael R. Smith:
A minimal architecture for general cognition. 1-8 - Emec Ercelik, Neslihan Serap Sengör:
A neurocomputational model implemented on humanoid robot for learning action selection. 1-6 - Eric Bax:
Improved error bounds based on worst likely assignments. 1-6 - Muyiwa O. Oladimeji, Mikdam Turkey, Mohammad Ghavami, Sandra E. M. Dudley:
A new approach for event detection using k-means clustering and neural networks. 1-5 - Sebastian Otte, Andreas Zell, Marcus Liwicki:
An analysis of Dynamic Cortex Memory networks. 1-8 - Pramod Gaur, Ram Bilas Pachori, Hui Wang, Girijesh Prasad:
An empirical mode decomposition based filtering method for classification of motor-imagery EEG signals for enhancing brain-computer interface. 1-7 - Mathieu Lefort, Alexander Gepperth:
Learning of local predictable representations in partially learnable environments. 1-8 - Enrico De Santis, Antonello Rizzi, Alireza Sadeghian, Fabio Massimo Frattale Mascioli:
A learning intelligent system for fault detection in Smart Grid by a One-Class Classification approach. 1-8 - Erik Marchi, Fabio Vesperini, Felix Weninger, Florian Eyben, Stefano Squartini, Björn W. Schuller:
Non-linear prediction with LSTM recurrent neural networks for acoustic novelty detection. 1-7 - Maryam Pazouki, Zijun Wu, Zhixing Yang, Dietmar P. F. Möller:
An efficient learning method for RBF Neural Networks. 1-6 - Philip J. Vance, Sonya A. Coleman, Dermot Kerr, Gautham P. Das, T. Martin McGinnity:
Modelling of a retinal ganglion cell with simple spiking models. 1-8 - Everlandio R. Q. Fernandes, André C. P. L. F. de Carvalho, André L. V. Coelho:
An evolutionary sampling approach for classification with imbalanced data. 1-7 - Naser S. Al Madi, Javed I. Khan:
Is learning by reading a book better than watching a movie? A computational analysis of semantic concept network growth during text and multimedia comprehension. 1-8 - Rahmi Elibol, Neslihan Serap Sengör:
A computational model to investigate the effect of dopamine on neural synchronization in striatum. 1-5 - Ulf Johansson, Cecilia Sönströd, Henrik Linusson:
Efficient conformal regressors using bagged neural nets. 1-8 - Elisa Capecci, Josafath Israel Espinosa Ramos, Nadia Mammone, Nikola K. Kasabov, Jonas Duun-Henriksen, Troels Wesenberg Kjaer, Maurizio Campolo, Fabio La Foresta, Francesco Carlo Morabito:
Modelling Absence Epilepsy seizure data in the NeuCube evolving spiking neural network architecture. 1-8 - Marcelo Saval-Calvo, Sergio Orts-Escolano, Jorge Azorín López, José García Rodríguez, Andrés Fuster Guilló, Vicente Morell-Giménez, Miguel Cazorla:
Non-rigid point set registration using color and data downsampling. 1-8 - Peter Wittek, Sándor Darányi, Efstratios Kontopoulos, Theodoros Moysiadis, Ioannis Kompatsiaris:
Monitoring term drift based on semantic consistency in an evolving vector field. 1-8 - Isabelle Guyon, Kristin P. Bennett, Gavin C. Cawley, Hugo Jair Escalante, Sergio Escalera, Tin Kam Ho, Núria Macià, Bisakha Ray, Mehreen Saeed, Alexander R. Statnikov, Evelyne Viegas:
Design of the 2015 ChaLearn AutoML challenge. 1-8 - Thomas Kopinski, Stephane Magand, Uwe Handmann, Alexander Rainer Tassilo Gepperth:
A pragmatic approach to multi-class classification. 1-8 - Stephen C. Ashmore, Michael S. Gashler:
A method for finding similarity between multi-layer perceptrons by Forward Bipartite Alignment. 1-7 - Mauro Brunato, Roberto Battiti:
Stochastic Local Search for direct training of threshold networks. 1-8 - Pedro Machado, Kofi Appiah, T. Martin McGinnity, John J. Wade:
Si elegans: Hardware architecture and communications protocol. 1-8 - Fred Rothganger, Brian R. Evans, James B. Aimone, Erik P. DeBenedictis:
Training neural hardware with noisy components. 1-8 - Madhavun Candadai, Aashay Vanarase, Mei Mei, Ali A. Minai:
ANSWER: An unsupervised attractor network method for detecting salient words in text corpora. 1-8 - Washington W. Azevedo, Sidney M. L. Lima, Isabella M. M. Fernandes, Arthur D. D. Rocha, Filipe R. Cordeiro, Abel G. da Silva Filho, Wellington P. dos Santos:
Morphological extreme learning machines applied to detect and classify masses in mammograms. 1-8 - Bin Xia, Qianyun Li, Jie Jia, Jingyi Wang, Ujwal Chaudhary, Ander Ramos-Murguialday, Niels Birbaumer:
Electrooculogram based sleep stage classification using deep belief network. 1-5 - Benoit Chappet de Vangel, César Torres-Huitzil, Bernard Girau:
Stochastic and asynchronous spiking dynamic neural fields. 1-8 - Pascal Khoury, Denise Gorse:
Investing in emerging markets using neural networks and particle swarm optimisation. 1-7 - Hubert Cecotti, Girijesh Prasad:
Single-trial detection of realistic images with magnetoencephalography. 1-6 - Rashid Bakirov, Bogdan Gabrys, Damien Fay:
On sequences of different adaptive mechanisms in non-stationary regression problems. 1-8 - Abbas Edalat:
Introduction to self-attachment and its neural basis. 1-8 - Mustafa K. Masood, Yeng Chai Soh, Victor W.-C. Chang:
Real-time occupancy estimation using environmental parameters. 1-8 - Luiz C. B. Torres, Cristiano Leite Castro, Antônio P. Braga:
A parameterless mixture model for large margin classification. 1-6 - Wentao Guo, Feng Liu, Jennie Si, Shengwei Mei, Rui Li:
Error bound analysis of policy iteration based approximate dynamic programming for deterministic discrete-time nonlinear systems. 1-8 - Jorge Azorín López, Marcelo Saval-Calvo, Andrés Fuster Guilló, José García Rodríguez, Sergio Orts-Escolano:
Self-Organizing Activity Description Map to represent and classify human behaviour. 1-7 - Irina Kataeva, Farnood Merrikh-Bayat, Elham Zamanidoost, Dmitri B. Strukov:
Efficient training algorithms for neural networks based on memristive crossbar circuits. 1-8 - Narumol Doungpan, Worrawat Engchuan, Asawin Meechai, Jonathan H. Chan:
Clustering-based gene-subnetwork biomarker identification using gene expression data. 1-7 - Calin-Adrian Popa:
Lie algebra-valued neural networks. 1-6 - Md. Zahangir Alom, Paheding Sidike, Vijayan K. Asari, Tarek M. Taha:
State Preserving Extreme Learning Machine for face recognition. 1-7 - Dietmar Fey, Jonathan Martschinke:
Architecture and simulation of a hybrid memristive multiplier network using redundant number representation. 1-6 - Diego Carrera, Giacomo Boracchi, Alessandro Foi, Brendt Wohlberg:
Detecting anomalous structures by convolutional sparse models. 1-8 - Manuel Baum, Martin Meier, Malte Schilling:
Population based Mean of Multiple Computations networks: A building block for kinematic models. 1-8 - Tian Tian, Ji Wang, Daqi Gao:
Threshold optimization of pseudo-inverse linear discriminants based on overall accuracies. 1-6 - Rodrigo Calvo, Ademir Aparecido Constantino, Maurício F. Figueiredo:
A multi-pheromone stigmergic distributed robot coordination strategy for fast surveillance task execution in unknown environments. 1-8 - Stavros P. Adam, Dimitris A. Karras, George D. Magoulas, Michael N. Vrahatis:
Reliable estimation of a neural network's domain of validity through interval analysis based inversion. 1-8 - Wei-Hsin Wang, Hao-Li Wu, Pau-Choo Chung, Ming-Chyi Pai:
An HMM-based gait comparison: Using Alzheimer's disease patients as examples. 1-6 - Mark D. McDonnell, Tony Vladusich:
Enhanced image classification with a fast-learning shallow convolutional neural network. 1-7 - Banafsheh Rekabdar, Monica N. Nicolescu, Mircea Nicolescu, Richard Kelley:
Scale and translation invariant learning of spatio-temporal patterns using longest common subsequences and spiking neural networks. 1-7 - Qunhui Wu, Jianghua Lv, Shilong Ma, Hao Wang:
EET: Efficient event tracking over emergency-oriented web data. 1-8 - Hugo Jair Escalante, José Martínez-Carranza, Sergio Escalera, Víctor Ponce-López, Xavier Baró:
Improving bag of visual words representations with genetic programming. 1-8 - Federico Da Rold:
Deterministic chaos in mobile robots. 1-7 - Tatiana Tambouratzis:
How reliable is the Environmental Sustainability Index 2005? 1-8 - Daiki Kimura, Osamu Hasegawa:
Estimating multimodal attributes for unknown objects. 1-8 - Mohammad Taghi Saffar, Banafsheh Rekabdar, Sushil J. Louis, Mircea Nicolescu:
Face recognition in unconstrained environments. 1-7 - Masato Izawa, Hiroyuki Torikai:
A novel hardware-efficient cochlea model based on asynchronous cellular automaton. 1-8 - Akihisa Kato, Hirohito Kawahara, Koichiro Yamauchi:
Incremental learning on a budget and a quick calculation method using a tree-search algorithm. 1-7 - Leonardo Enzo Brito da Silva, Donald C. Wunsch:
Multi-prototype local density-based hierarchical clustering. 1-9 - Pedro Trueba, Abraham Prieto, Francisco Bellas, Richard J. Duro:
Applying the canonical distributed Embodied Evolution algorithm in a collective indoor navigation task. 1-8 - Hiromi Narimatsu, Hiroyuki Kasai:
Duration and Interval Hidden Markov Model for sequential data analysis. 1-8 - Tommaso Colombo, Irena Koprinska, Massimo Panella:
Maximum Length Weighted Nearest Neighbor approach for electricity load forecasting. 1-8 - Jeonghyun Baek, Jisu Kim, Junhyuk Hyun, Euntai Kim:
New efficient speed-up scheme for cascade implementation of SVM classifier. 1-6 - Lawrence Mutimbu, Antonio Robles-Kelly:
Factor graphs for pixelwise illuminant estimation. 1-8 - Moinul Hossain, Banafsheh Rekabdar, Sushil J. Louis, Sergiu M. Dascalu:
Forecasting the weather of Nevada: A deep learning approach. 1-6 - Chris Yakopcic, Raqibul Hasan, Tarek M. Taha:
Memristor based neuromorphic circuit for ex-situ training of multi-layer neural network algorithms. 1-7 - Mehrnaz Khodam Hazrati, Andreas Keil, José C. Príncipe:
Directed generalized measure of association: A data driven approach towards causal inference. 1-8 - Omid E. David, Nathan S. Netanyahu:
DeepSign: Deep learning for automatic malware signature generation and classification. 1-8 - Chaitanya Prasad N, Krishnakant V. Saboo, Bipin Rajendran:
Composer classification based on temporal coding in adaptive spiking neural networks. 1-8 - Li-Wei Ko, Wei-Kai Lai, Wei-Gang Liang, Chun-Hsiang Chuang, Shao-Wei Lu, Yi-Chen Lu, Tien-Yang Hsiung, Hsu-Hsuan Wu, Chin-Teng Lin:
Single channel wireless EEG device for real-time fatigue level detection. 1-5 - Tao Ban, Masashi Eto, Shanqing Guo, Daisuke Inoue, Koji Nakao, Runhe Huang:
A study on association rule mining of darknet big data. 1-7 - Xinyu Wu, Vishal Saxena, Kehan Zhu:
A CMOS spiking neuron for dense memristor-synapse connectivity for brain-inspired computing. 1-6 - Mircea Serban Pavel, Hannes Schulz, Sven Behnke:
Recurrent convolutional neural networks for object-class segmentation of RGB-D video. 1-8 - Puoya Tabaghi, Mahmood R. Azimi-Sadjadi:
Class-preserving manifold learning for detection and classification. 1-6 - Sushrut Thorat, Bipin Rajendran:
Arithmetic computing via rate coding in neural circuits with spike-triggered adaptive synapses. 1-8 - Tatiana Escovedo, Adriano S. Koshiyama, Marley Maria Bernardes Rebuzzi Vellasco, Rubens Nascimento Melo, André Vargas Abs da Cruz:
A2D2: A pre-event abrupt drift detection. 1-8 - Charles W. Anderson, Minwoo Lee, Daniel L. Elliott:
Faster reinforcement learning after pretraining deep networks to predict state dynamics. 1-7 - Laurence Morissette, Sylvain Chartier:
Saliency model of auditory attention based on frequency, amplitude and spatial location. 1-5 - Siti Hajar Aminah Ali, Seiichi Ozawa, Junji Nakazato, Tao Ban, Jumpei Shimamura:
An autonomous online malicious spam email detection system using extended RBF network. 1-7 - Ruairí de Fréin:
Learning convolutive features for storage and transmission between networked sensors. 1-8 - Shiwei Wang, Thomas Jacob Koickal, Godwin Enemali, Luiz Carlos Gouveia, Lei Wang, Alister Hamilton:
Design of a silicon cochlea system with biologically faithful response. 1-7 - Gouhei Tanaka, Toshiyuki Yamane, Daiju Nakano, Ryosho Nakane, Yasunao Katayama:
Regularity and randomness in modular network structures for neural associative memories. 1-7 - Mouna Dammak, Mahmoud Mejdoub, Chokri Ben Amar:
A novel dictionary learning algorithm for image representation. 1-6 - Anuradha Saha, Amit Konar, Pratyusha Das, Basabdatta Sen Bhattacharya, Atulya K. Nagar:
Data-point and feature selection of motor imagery EEG signals for neural classification of cognitive tasks in car-driving. 1-8 - Qiang Gan, Furao Shen, Jinxi Zhao:
Improved Manifold Learning with competitive Hebbian rule. 1-6 - Haoran Xu, Youlu Xing, Furao Shen, Jinxi Zhao:
An online incremental learning algorithm for time series. 1-5 - Xiaofeng Shi, Guoqiang Xu, Furao Shen, Jinxi Zhao:
Solving the data imbalance problem of P300 detection via Random Under-Sampling Bagging SVMs. 1-5 - Pratyusha Das, Arup Kumar Sadhu, Amit Konar, Basabdatta Sen Bhattacharya, Atulya K. Nagar:
Adaptive Parameterized AdaBoost Algorithm with application in EEG Motor Imagery Classification. 1-8 - Carl Chalmers, William Hurst, Michael Mackay, Paul Fergus:
Smart meter profiling for health applications. 1-7 - Muthoni Masinde:
MAS-DEWS: A multi-agent system for predicting Africa's drought. 1-7 - Juyang Weng:
Brains as naturally emerging turing machines. 1-8 - Mahboobeh Parsapoor, Urban Bilstrup, Bertil Svensson:
Prediction of solar cycle 24. 1-8 - Yong Zhang, Xiaomin Ji, Yuting Zhang:
Classification of EEG signals based on AR model and approximate entropy. 1-6 - Jim O'Donoghue, Mark Roantree, Martin van Boxtel:
A Configurable Deep Network for high-dimensional clinical trial data. 1-8 - Lu Dong, Xiangnan Zhong, Changyin Sun, Haibo He:
Predictive event-triggered control based on heuristic dynamic programming for nonlinear continuous-time systems. 1-7 - Oliver Kramer:
Dimensionality reduction in continuous evolutionary optimization. 1-4 - Rajkumar Das, Joarder Kamruzzaman, Gour C. Karmakar:
Consistency driven opinion formation modelling in presence of external sources. 1-8 - Inácio Gomes Medeiros, João Carlos Xavier Jr., Anne M. P. Canuto:
Applying the Coral Reefs Optimization algorithm to clustering problems. 1-8 - Xinyi Zhuang, Ling Yan, Liang Chen:
Packing equal circles in a damaged square. 1-6 - Honglei Shi, Jinhua Xu, Shiliang Sun:
Uncorrelated transferable feature extraction for signal classification in brain-computer interfaces. 1-7 - Shuang Liu, Bailu Si, Yang Lin:
Self-organization of hippocampal representations in large environments. 1-6 - Jose Augusto S. Lustosa Filho, Anne M. P. Canuto, João Carlos Xavier Jr.:
An analysis of diversity measures for the dynamic design of ensemble of classifiers. 1-8 - Joseph Sarnelle, Anthony Sanchez, Robert Capo, Joshua Haas, Robi Polikar:
Quantifying the limited and gradual concept drift assumption. 1-8 - Yuanyuan Man, Mantian Mandy Hu, Irwin King:
Group buying in social coupon: Myths or facts. 1-8 - Shashwat Lal Das, John Keyser, Yoonsuck Choe:
Random-forest-based automated cell detection in Knife-Edge Scanning Microscope rat Nissl data. 1-8 - Francesco Bardozzo, Pietro Liò, Roberto Tagliaferri:
Multi omic oscillations in bacterial pathways. 1-8 - Sarjoun Doumit, Ali A. Minai:
Effect of associative rules on the dynamics of conceptual combination in a neurodynamical model. 1-8 - J. Nicholas Hobbs, Hava T. Siegelmann:
Implementation of universal computation via small recurrent finite precision neural networks. 1-5
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