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