Abstract is missing.
- Staged Online Learning: A new approach to classification in high speed data streamsChamari I. Kithulgoda, Russel Pears. 1-8 [doi]
- A method for automatic adjustment of ensemble size in stream data miningLena Pietruczuk, Leszek Rutkowski, Maciej Jaworski, Piotr Duda. 9-15 [doi]
- A concept-drift perspective on prototype selection and generationLudmila I. Kuncheva, Iain A. D. Gunn. 16-23 [doi]
- Concept drift detection based on equal density estimationFeng Gu, Guangquan Zhang, Jie Lu, Chin-Teng Lin. 24-30 [doi]
- Outlier detection in the concept drifting environmentShin-Ying Huang, Jhe-Wei Lin, Rua-Huan Tsaih. 31-37 [doi]
- A study of an incremental spectral meta-learner for nonstationary environmentsGregory Ditzler. 38-44 [doi]
- Threshold logic: Is there finally a solution?Phil Picton. 45-51 [doi]
- An overview on weight initialization methods for feedforward neural networksCelso André R. de Sousa. 52-59 [doi]
- A network that uses parametric weightsTim Hendtlass, Hans Pierrot. 60-67 [doi]
- Efficient computation of the Levenberg-Marquardt algorithm for feedforward networks with linear outputsPhilip de Chazal, Mark D. McDonnell. 68-75 [doi]
- Polynomial approximation RAM neuron capable of handling true continuous input variablesPaulo J. L. Adeodato, Rosalvo F. Oliveira Neto. 76-83 [doi]
- Density transformation and parameter estimation from back propagation algorithmPrayag Gowgi, Shayan Garani Srinivasa. 84-91 [doi]
- Natural neighbor-based clustering algorithm with density peeksDongdong Cheng, Qingsheng Zhu, Jinlong Huang, Lijun Yang. 92-98 [doi]
- ASTEN: An accurate and scalable approach to Coupled Tensor FactorizationQuan Do, Wei Liu 0007. 99-106 [doi]
- Co-clustering enterprise social networksRuiqi Hu, Shirui Pan, Guodong Long, Xingquan Zhu, Jing Jiang, Chengqi Zhang. 107-114 [doi]
- Multidimensional scaling based knowledge provision for new questions in community Question Answering systemsSiqi Xiang, Wenge Rong, Yikang Shen, Yuanxin Ouyang, Zhang Xiong. 115-122 [doi]
- Exploring machine learning methods for the Star/Galaxy Separation ProblemEduardo Machado, Marcello Serqueira, Eduardo S. Ogasawara, Ricardo Ogando, Marcio A. G. Maia, Luiz Nicolaci da Costa, Riccardo Campisano, Gustavo Paiva Guedes, Eduardo Bezerra. 123-130 [doi]
- Towards a patient satisfaction based hospital recommendation systemTannaz Sattari Tabrizi, Mohammad Reza Khoie, Elham Sahebkar Khorasani, Shahram Rahimi, Nina Marhamati. 131-138 [doi]
- A firefly algorithm for modular granular neural networks optimization applied to iris recognitionDaniela Sánchez, Patricia Melin, Juan Martín Carpio, Héctor Puga. 139-144 [doi]
- An evolutionary optimization framework for neural networks and neuromorphic architecturesCatherine D. Schuman, James S. Plank, Adam Disney, John Reynolds. 145-154 [doi]
- Multi-swarms Dynamic Convergence Optimization for object trackingFeng Sha, Wanming Huang, Yuk Ying Chung, Ying Zhou, Kevin K. Y. Kuan, Wei-Chang Yeh. 155-162 [doi]
- Ant colony optimization for the design of Modular Neural Networks in pattern recognitionFevrier Valdez, Oscar Castillo, Patricia Melin. 163-168 [doi]
- A simplified swarm optimization for object trackingGuang Liu, Yuk Ying Chung, Wei-Chang Yeh. 169-176 [doi]
- Creating human-like non-player game characters using a Memetic Multi-Agent SystemYaqing Hou, Liang Feng, Yew-Soon Ong. 177-184 [doi]
- Si elegans: Evaluation of an innovative optical synaptic connectivity method for C. elegans Phototaxis using FPGAsPedro Machado, Alicia Costalago Meruelo, Nikesh Lama, David Adama, Kofi Appiah, T. Martin McGinnity, Alexey Petrushin, Lorenzo Ferrara, Axel W. Blau. 185-191 [doi]
- High accuracy implementation of Adaptive Exponential integrated and fire neuron modelAliasghar Makhlooghpour, Hamid Soleimani, Arash Ahmadi, Mark Zwolinski, Mehrdad Saif. 192-197 [doi]
- Realization of desired super-stable spike-trains based on digital spiking neuronsKei Yamaoka, Toshimichi Saito. 198-205 [doi]
- Distributed neural network: Dynamic learning via backpropagation with hardware neurons using arduino chipsGary Parker, Mohammad Khan. 206-212 [doi]
- A digital neuromorphic circuit for neural-glial interactionShaghayegh Gomar, Mitra Mirhassani, Majid Ahmadi, Mehrdad Saif. 213-218 [doi]
- A hardware-efficient multi-compartment soma-dendrite model based on asynchronous cellular automaton dynamicsNarutoshi Jodai, Hiroyuki Torikai. 219-226 [doi]
- Understanding how deep neural networks learn face expressionsNima Mousavi, Henrique Siqueira, Pablo Barros, Bruno Fernandes, Stefan Wermter. 227-234 [doi]
- Exploring deep features from brain tumor magnetic resonance images via transfer learningRenhao Liu, Lawrence O. Hall, Dmitry B. Goldgof, Mu Zhou, Robert A. Gatenby, Kaoutar B. Ahmed. 235-242 [doi]
- Lung nodule detection in CT images using deep convolutional neural networksRotem Golan, Christian Jacob, Jörg Denzinger. 243-250 [doi]
- Supernovae detection by using convolutional neural networksGuillermo Cabrera-Vives, Ignacio Reyes, Francisco Förster, Pablo A. Estévez, Juan-Carlos Maureira. 251-258 [doi]
- Movie genre classification with Convolutional Neural NetworksGabriel S. Simoes, Jonatas Wehrmann, Rodrigo C. Barros, Duncan D. Ruiz. 259-266 [doi]
- Cooperative multi-scale Convolutional Neural Networks for person detectionMarkus Eisenbach, Daniel Seichter, Tim Wengefeld, Horst-Michael Gross. 267-276 [doi]
- Adaptive delay learning in SpikeProp based on delay convergence analysisSumit Bam Shrestha, Qing Song 0001. 277-284 [doi]
- Visual pattern recognition using unsupervised spike timing dependent plasticity learningDaqi Liu, Shigang Yue. 285-292 [doi]
- BPSpike: A backpropagation learning for all parameters in spiking neural networks with multiple layers and multiple spikesSatoshi Matsuda. 293-298 [doi]
- Unsupervised regenerative learning of hierarchical features in Spiking Deep Networks for object recognitionPriyadarshini Panda, Kaushik Roy 0001. 299-306 [doi]
- Acquisition of visual features through probabilistic spike-timing-dependent plasticityAmirhossein Tavanaei, Timothée Masquelier, Anthony S. Maida. 307-314 [doi]
- Chaotic states caused by discontinuous resetting process in spiking neuron modelSou Nobukawa, Haruhiko Nishimura, Teruya Yamanishi. 315-319 [doi]
- Channel estimation for visible light communications using neural networksAnil Yesilkaya, Onur Karatalay, Arif Selçuk Ögrenci, Erdal Panayirci. 320-325 [doi]
- On the performance of pairings of activation and loss functions in neural networksRodrigo G. F. Soares, Emeson J. S. Pereira. 326-333 [doi]
- Learning with only multiple instance positive bagsZhigang Wang, Zeng-Shun Zhao, Changshui Zhang. 334-341 [doi]
- Co-regularized least square regression for multi-view multi-class classificationChao Lan, Yujie Deng, Xiaoli Li 0001, Jun Huan. 342-347 [doi]
- Deep neural network using trainable activation functionsHoon Chung, Sung Joo Lee, Jeon Gue Park. 348-352 [doi]
- Hyperbolic linear units for deep convolutional neural networksJia Li, Hua Xu, Junhui Deng, Xiaomin Sun. 353-359 [doi]
- Speeding up feature selection: A deep-inspired network pruning algorithmAndreas Antoniades, Clive Cheong Took. 360-366 [doi]
- Data-driven light field depth estimation using deep Convolutional Neural NetworksXing Sun, Zhimin Xu, Nan Meng, Edmund Y. Lam, Hayden Kwok-Hay So. 367-374 [doi]
- Multi-digit image synthesis using recurrent conditional variational autoencoderHaoze Sun, Weidi Xu, Chao Deng, Ying Tan. 375-380 [doi]
- Convolutional neural networks for human activity recognition using multiple accelerometer and gyroscope sensorsSojeong Ha, Seungjin Choi. 381-388 [doi]
- Matrix Variate Restricted Boltzmann MachineGuanglei Qi, Yanfeng Sun, Junbin Gao, Yongli Hu, Jinghua Li. 389-395 [doi]
- A systematic algorithm to escape from local minima in training feed-forward neural networksChi-Chung Cheung, Sean Shensheng Xu, Sin Chun Ng. 396-402 [doi]
- Tracking the model: Data assimilation by artificial neural networkRosangela S. Cintra, Haroldo F. de Campos Velho, Steven Cocke. 403-410 [doi]
- Evolving Spiking Neural Networks of artificial creatures using Genetic AlgorithmElahe Eskandari, Arash Ahmadi, Shaghayegh Gomar, Majid Ahmadi, Mehrdad Saif. 411-418 [doi]
- V-shaped neurons in hidden layer of ANN universal approximator without flat domainsJosef Bostik, Martin Klimt, Matej Mojzes, Jaromir Kukal, Ivo Bukovsky, Matous Cejnek. 419-425 [doi]
- Exploring the space of adversarial imagesPedro Tabacof, Eduardo Valle. 426-433 [doi]
- WNN-based robust total-sliding-mode control for the synchronization of uncertain chaotic systemsChiu-Hsiung Chen, Ya-Fu Peng, Sheng-Chieh Chung. 434-439 [doi]
- Single- and multi-objective particle swarm optimization of reservoir structure in Echo State NetworkNaima Chouikhi, Raja Fdhila, Boudour Ammar, Nizar Rokbani, Adel M. Alimi. 440-447 [doi]
- Gated Recurrent Neural Tensor NetworkAndros Tjandra, Sakriani Sakti, Ruli Manurung, Mirna Adriani, Satoshi Nakamura. 448-455 [doi]
- Recurrent Temporal Sparse Autoencoder for attention-based action recognitionMiao Xin, Hong Zhang, Mingui Sun, Ding Yuan. 456-463 [doi]
- Pseudo almost periodic solutions of impulsive recurrent neural networks with mixed delaysHajer Brahmi, Boudour Ammar, Adel M. Alimi, Farouk Chérif. 464-470 [doi]
- Representing logical relations automatically by Probabilistic Logical Dynamical Neural NetworkGang Wang, De-Shuang Huang. 471-476 [doi]
- Nonlinear non-negative matrix factorization using deep learningHui Zhang, Huaping Liu, Rui Song, Fuchun Sun. 477-482 [doi]
- Hierarchical dynamic neural networks for cascade system modeling with application to wastewater treatmentWen Yu 0001, Xiaoou Li, Daniel Munoz Carrillo. 483-488 [doi]
- Identification of minimal timespan problem for recurrent neural networks with application to cyclone wind-intensity predictionRatneel Deo, Rohitash Chandra. 489-496 [doi]
- Estimation of states of a nonlinear plant using Dynamic Neural Network and Kalman FilterAlok Kanti Deb, Dibyendu Guha. 497-502 [doi]
- Self-Enforcing Networks (SEN) for the development of (medical) diagnosis systemsChristina Klüver. 503-510 [doi]
- Collective contextual anomaly detection framework for smart buildingsDaniel B. Araya, Katarina Grolinger, Hany F. Elyamany, Miriam A. M. Capretz, Girma T. Bitsuamlak. 511-518 [doi]
- Multilayer perceptron with Cuckoo search in water level prediction for flood forecastingSuwannee Phitakwinai, Sansanee Auephanwiriyakul, Nipon Theera-Umpon. 519-524 [doi]
- Ncfm: Accurate handwritten digits recognition using Convolutional Neural NetworksYan Yin, Junmin Wu, Huanxin Zheng. 525-531 [doi]
- A neural words encoding modelDayiheng Liu, Jian Cheng Lv, Xiaofeng Qi, Jiangshu Wei. 532-536 [doi]
- Hybrid neural networks for social emotion detection over short textXiangsheng Li, Jianhui Pang, Biyun Mo, Yanghui Rao. 537-544 [doi]
- Acquisition of image features for material perception from fine-tuned convolutional neural networksDaisuke Kobayashi, Noriko Yata, Yoshitsugu Manabe. 545-550 [doi]
- On approximating networks centrality measures via neural learning algorithmsFelipe Grando, Luís C. Lamb. 551-557 [doi]
- Analysis of COP stability in a refrigeration system using artificial neural networksSergio Ledesma, Juan M. Belman-Flores. 558-565 [doi]
- Modeling subjectiveness in emotion recognition with deep neural networks: Ensembles vs soft labelsH. M. Fayek, M. Lech, L. Cavedon. 566-570 [doi]
- A direct fingerprint minutiae extraction approach based on convolutional neural networksLu Jiang, Tong Zhao, Chaochao Bai, A. Yong, Min Wu. 571-578 [doi]
- Virtual drug screening using neural networksDaniel M. Hagan, Martin T. Hagan. 579-587 [doi]
- An experimental study on joint modeling of mixed-bandwidth data via deep neural networks for robust speech recognitionJianqing Gao, Jun Du, Changqing Kong, Huaifang Lu, Enhong Chen, Chin-Hui Lee. 588-594 [doi]
- Decentralized adaptive neural network sliding mode control for reconfigurable manipulators with data-based modelingYuanchun Li, Guibin Ding, Bo Zhao, Bo Dong, Guangjun Liu. 595-602 [doi]
- A note on fractional-order non-linear controller: possible neural network approach to designIvo Petras. 603-608 [doi]
- Asteroid landing via onboard optimal guidance based on bidirectional extreme learning machinePeng Zhang, Xiaosong Liu, Bo Zhao, Mujun Xie, Keping Liu, Yuanchun Li. 609-615 [doi]
- Covariance descriptor based convolution neural network for saliency computation in low contrast imagesXin Xu, Nan Mu, Xiaolong Zhang, Bo Li. 616-623 [doi]
- Semantic segmentation of bioimages using convolutional neural networksStiaan Wiehman, Hendrik de Villiers. 624-631 [doi]
- A deep sparse coding method for fine-grained visual categorizationLihua Guo, Chenggan Guo. 632-639 [doi]
- Power transformer disturbance classification based on the wavelet transform and artificial neural networksJessika Fonseca Fernandes, Flavio Bezerra Costa, Rodrigo Prado de Medeiros. 640-646 [doi]
- An experimental study based on Fuzzy Systems and Artificial Neural Networks to estimate the importance of reviews about product and servicesRoney L. de S. Santos, Rogério F. de Sousa, Ricardo A. L. Rabelo, Raimundo Santos Moura. 647-653 [doi]
- Neural forecasting of the day-ahead hourly power curve of a photovoltaic plantEmanuele Ogliari, Alessandro Gandelli, Francesco Grimaccia, Sonia Leva, Marco Mussetta. 654-659 [doi]
- Orthogonal PSO algorithm for optimal dispatch of power of large-scale thermal generating units in smart power grid under power grid constraintsLoau Tawfak Al Bahrani, Jagdish C. Patra, Ryszard Kowalczyk. 660-667 [doi]
- A rule extraction study on a neural network trained by deep learningGuido Bologna, Yoichi Hayashi. 668-675 [doi]
- PSO trained Neural Networks for predicting forest fire size: A comparison of implementation and performanceJeremy Storer, Robert Green. 676-683 [doi]
- Understanding Neuro-Fuzzy on a class of multinomial malware detection problemsAndrii Shalaginov, Lars Strande Grini, Katrin Franke. 684-691 [doi]
- Using a hybrid of fuzzy theory and neural network filter for image dehazing applicationsJyun-Guo Wang, Shen-Chuan Tai, Chin-Ling Lee, Cheng-Jian Lin, Tsung-Hung Lin. 692-697 [doi]
- Local adaptive receptive field dimension selective self-organizing map for multi-view clusteringVictor O. Antonino, Aluizio F. R. Araujo. 698-705 [doi]
- Data classification combining Self-Organizing Maps and Informative Nearest NeighborLeandro J. Moreira, Leandro A. Silva. 706-713 [doi]
- Robust neural decentralized control for a quadrotor UAVM. Elena Antonio-Toledo, Edgar N. Sánchez, Alma Y. Alanis. 714-719 [doi]
- Community structure analysis using label propagation and flow-based ensemble learningYunchang He, Jian Xu, Bo Yuan. 720-726 [doi]
- Short-term load forecasting using wavenet ensemble approachesGabriel Trierweiler Ribeiro, Marcos Cesar Gritti, Helon Vicente Hultmann Ayala, Viviana Cocco Mariani, Leandro dos Santos Coelho. 727-734 [doi]
- Enhancing deep extreme learning machines by error backpropagationMigel D. Tissera, Mark D. McDonnell. 735-739 [doi]
- FEDD: Feature Extraction for Explicit Concept Drift Detection in time seriesRodolfo C. Cavalcante, Leandro L. Minku, Adriano L. I. Oliveira. 740-747 [doi]
- Online metric learning for an adaptation to confidence driftLydia Fischer, Barbara Hammer, Heiko Wersing. 748-755 [doi]
- Online model-free sensor fault identification and dictionary learning in Cyber-Physical SystemsCesare Alippi, Stavros Ntalampiras, Manuel Roveri. 756-762 [doi]
- A combination of transductive and inductive learning for handling non-stationarities in motor imagery classificationH. Raza, Hubert Cecotti, G. Prasad. 763-770 [doi]
- Augmenting adaptation with retrospective model correction for non-stationary regression problemsRashid Bakirov, Bogdan Gabrys, Damien Fay. 771-779 [doi]
- Proactive drift detection: Predicting concept drifts in data streams using probabilistic networksKylie Chen, Yun Sing Koh, Patricia Riddle. 780-787 [doi]
- Intelligent system of speech recognition using Neural Networks based on DCT parametric models of low orderPriscila Lima Rocha, Washington Luis Santos Silva. 788-795 [doi]
- Classification and sensitivity analysis to detect fault in induction motors using an MLP networkRenan G. Vieira, Cláudio M. S. Medeiros, Elias T. Silva. 796-802 [doi]
- Repeated potentiality assimilation: Simplifying learning procedures by positive, independent and indirect operation for improving generalization and interpretationRyotaro Kamimura. 803-810 [doi]
- Partially affine invariant back propagationSon Nguyen, Kanishka Tyagi, Parastoo Kheirkhah, Michael T. Manry. 811-818 [doi]
- Boolean factors based Artificial Neural NetworkLauraine Tiogning Kueti, Norbert Tsopzé, Cezar Mbiethieu, Engelbert Mephu Nguifo, Laure Pauline Fotso. 819-825 [doi]
- Nonlinear programming problem solving based on winner take all emotional neural network for tensegrity structure designN. Lotfi, Ehsan Lotfi, R. Mirzaei, A. Khosravi, Saeid Nahavandi. 826-831 [doi]
- Building mutually beneficial relationships between question retrieval and answer ranking to improve performance of community question answeringMan Lan, GuoShun Wu, Chunyun Xiao, Yuanbin Wu, Ju wu. 832-839 [doi]
- Modularity optimization by Global-Local SearchXun Wang, Chang-Dong Wang, Jian-Huang Lai. 840-846 [doi]
- FTMF: Recommendation in social network with Feature Transfer and Probabilistic Matrix FactorizationZhi-Lin Zhao, Chang-Dong Wang, Yuan-Yu Wan, Jian-Huang Lai, Dong Huang. 847-854 [doi]
- A Bidirectional Hierarchical Skip-Gram model for text topic embeddingSuncong Zheng, Hongyun Bao, Jiaming Xu, Yuexing Hao, Zhenyu Qi, Hongwei Hao. 855-862 [doi]
- Complementary prioritized ensemble selectionKung-Hua Chang, Douglas Stott Parker. 863-872 [doi]
- Predicting protein structural features with NeuroEvolution of Augmenting TopologiesBruno Grisci, Márcio Dorn. 873-880 [doi]
- Application of deep belief networks in eeg-based dynamic music-emotion recognitionNattapong Thammasan, Ken-ichi Fukui, Masayuki Numao. 881-888 [doi]
- Spatio-temporal EEG pattern extraction using high-density scalp arraysJeffery Jonathan Davis, Robert Kozma, Chin-Teng Lin, Walter J. Freeman. 889-896 [doi]
- Driving fatigue detection with fusion of EEG and forehead EOGXue-Qin Huo, Wei-Long Zheng, Bao-Liang Lu. 897-904 [doi]
- Measuring sleep quality from EEG with machine learning approachesLi-li Wang, Wei-Long Zheng, Hai-Wei Ma, Bao-Liang Lu. 905-912 [doi]
- Multiway analysis of EEG artifacts based on Block Term DecompositionSim Kuan Goh, Hussein A. Abbass, Kay Chen Tan, Abdullah Al Mamun, Cuntai Guan, Chuanchu Wang. 913-920 [doi]
- Learning auditory neural representations for emotion recognitionPablo Barros, Cornelius Weber, Stefan Wermter. 921-928 [doi]
- Resistive memory device requirements for a neural algorithm acceleratorSapan Agarwal, Steven J. Plimpton, David R. Hughart, Alexander H. Hsia, Isaac Richter, Jonathan A. Cox, Conrad D. James, Matthew J. Marinella. 929-938 [doi]
- ReRAM Crossbar based Recurrent Neural Network for human activity detectionYun Long, Eui Min Jung, Jaeha Kung, Saibal Mukhopadhyay. 939-946 [doi]
- Exploiting the short-term to long-term plasticity transition in memristive nanodevice learning architecturesChristopher H. Bennett, Selina La Barbera, Adrien F. Vincent, Jacques-Olivier Klein, Fabien Alibart, Damien Querlioz. 947-954 [doi]
- Gate/source-overlapped heterojunction Tunnel FET-based LAMSTAR neural network and its Application to EEG Signal ClassificationSusmita Dey Manasi, Amit Ranjan Trivedi. 955-962 [doi]
- Memristor crossbar deep network implementation based on a Convolutional neural networkChris Yakopcic, Md. Zahangir Alom, Tarek M. Taha. 963-970 [doi]
- On the energy benefits of spiking deep neural networks: A case studyBing Han, Abhronil Sengupta, Kaushik Roy 0001. 971-976 [doi]
- Margined Winner-Take-All: New learning rule for pattern recognitionKunihiko Fukushima. 977-984 [doi]
- Automatic graphic logo detection via Fast Region-based Convolutional NetworksGonçalo Oliveira, Xavier Frazão, André Pimentel, Bernardete Ribeiro. 985-991 [doi]
- A theoretical analysis of Deep Neural Networks for texture classificationSaikat Basu, Manohar Karki, Supratik Mukhopadhyay, Sangram Ganguly, Ramakrishna R. Nemani, Robert DiBiano, Shreekant Gayaka. 992-999 [doi]
- Training deep neural networks with gradual deconvexificationJames Ting-Ho Lo, Yichuan Gui, Yun Peng. 1000-1007 [doi]
- SAM: A rethinking of prominent convolutional neural network architectures for visual object recognitionZhenyang Wang, Zhidong Deng, Shiyao Wang. 1008-1014 [doi]
- Echo-state conditional variational autoencoder for anomaly detectionSuwon Suh, Daniel H. Chae, Hyon-Goo Kang, Seungjin Choi. 1015-1022 [doi]
- Recurrent lateral inhibitory spiking networks for speech enhancementJulie A. Wall, Cornelius Glackin, Nigel Cannings, Gérard Chollet, Nazim Dugan. 1023-1028 [doi]
- Wheel slip regulation using fuzzy spiking neural networksYesim Oniz, Okyay Kaynak. 1029-1036 [doi]
- O(1) time sorting algorithms using spiking neuronsSamya Bagchi, Srikrishna S. Bhat, Atul Kumar. 1037-1043 [doi]
- Simulation of bayesian learning and inference on distributed stochastic spiking neural networksKhadeer Ahmed, Amar Shrestha, Qinru Qiu. 1044-1051 [doi]
- Adaptive conversion of real-valued input into spike trainsAlexander Hadjiivanov. 1052-1059 [doi]
- A novel homeostatic plasticity model realized by random fluctuations in excitatory synapsesTakashi Matsubara, Kuniaki Uehara. 1060-1067 [doi]
- Adaptive learning of dynamic movement primitives through demonstrationRaj Samant, Laxmidhar Behera, Gaurav Pandey. 1068-1075 [doi]
- EEG-based mind driven type writer by fuzzy radial basis function neural classifierSnehalika Lall, Anuradha Saha, Amit Konar, Mousumi Laha, Anca L. Ralescu, Kalyan kumar Mallik, Atulya K. Nagar. 1076-1082 [doi]
- A metagenomic hybrid classifier for paediatric inflammatory bowel diseaseBenjamin Wingfield, Sonya A. Coleman, T. Martin McGinnity, Anthony J. Bjourson. 1083-1089 [doi]
- Background modeling on depth video sequences using self-organizing retinotopic mapsMario Ignacio Chacon Murguia, Oscar Alejandro Chavez-Montes, Juan A. Ramirez-Quintana. 1090-1095 [doi]
- A hybrid neuro-evolutive algorithm for neural network optimizationLidio Mauro Lima de Campos, Roberto Célio Limão de Oliveira, Mauro Roisenberg. 1096-1103 [doi]
- Repairing blackbox constraint violations in Multi-Objective Optimisation by use of decision treesTimothy Rawlins, Andrew Lewis, Timoleon Kipouros. 1104-1111 [doi]
- A probabilistic and dynamic chart pattern recognition hybrid system applied to foreign exchange rate predictionRodrigo F. B. de Brito, Adriano L. I. Oliveira. 1112-1119 [doi]
- A constructive algorithm for neural networks inspired on decision trees and evolutionary algorithmsMarcus Vinícius Mazega Figueredo, Emerson Cabrera Paraiso, Júlio César Nievola. 1120-1127 [doi]
- Stochastic hardware implementation of Liquid State MachinesMiquel L. Alomar, Vincent Canals, Antoni Morro, Antoni Oliver, Josep L. Rosselló. 1128-1133 [doi]
- Diverse, noisy and parallel: a New Spiking Neural Network approach for humanoid robot controlRicardo de Azambuja, Angelo Cangelosi, Samantha V. Adams. 1134-1142 [doi]
- An experimental evaluation of echo state network for colour image segmentationAbdelkerim Souahlia, Ammar Belatreche, Abdelkader Benyettou, Kevin Curran. 1143-1150 [doi]
- Neural network based denoised methods for retinal fundus images and MRI brain imagesToufique Ahmed Soomro, Junbin Gao. 1151-1157 [doi]
- AP-STDP: A novel self-organizing mechanism for efficient reservoir computingYingyezhe Jin, Peng Li. 1158-1165 [doi]
- An energy efficient decoding scheme for nonlinear MIMO-OFDM network using reservoir computingSusanna Mosleh, Cenk Sahin, Lingjia Liu, R. Y. Zheng, Yang Yi 0002. 1166-1173 [doi]
- LGMD and DSNs neural networks integration for collision predicationGuopeng Zhang, Chun Zhang, Shigang Yue. 1174-1179 [doi]
- NFLB dropout: Improve generalization ability by dropping out the best -A biologically inspired adaptive dropout method for unsupervised learningPeijie Yin, Lu Qi, Xuanyang Xi, Bo Zhang, Hong Qiao. 1180-1186 [doi]
- Integrating convolutional neural networks into a sparse distributed representation model based on mammalian cortical learningDaniel E. Padilla, Mark D. McDonnell. 1187-1194 [doi]
- Efficient feature extraction with simultaneous recurrent network for metric learningM. Alam, L. Vidyaratne, K. M. Iftekharuddin. 1195-1201 [doi]
- Deep recurrent neural network for seizure detectionL. Vidyaratne, A. Glandon, M. Alam, K. M. Iftekharuddin. 1202-1207 [doi]
- Neuro-fuzzy learning of locust's marching in a SwarmGil Segal, Amiram Moshaiov, Guy Amichay, Amir Ayali. 1208-1215 [doi]
- A hybrid sequential feature selection approach for the diagnosis of Alzheimer's DiseaseYang Han, Xing-Ming Zhao. 1216-1220 [doi]
- Classification of GPCRs proteins using a statistical encoding methodMuhammad Javed Iqbal, Ibrahima Faye, Brahim Belhaouari Samir. 1224-1228 [doi]
- Prediction of membrane protein structures using a Projection based Meta-cognitive Radial Basis Function NetworkR. Shamima, S. Suresh. 1229-1235 [doi]
- Large-scale prediction of drug-target interactions from deep representationsPeng Wei, Keith C. C. Chan, Zhu-Hong You. 1236-1243 [doi]
- Detecting overlapping protein complexes in weighted protein-protein interaction networks using pseudo-clique extension based on fuzzy relationBuwen Cao, Jiawei Luo, Cheng Liang, Shulin Wang. 1244-1252 [doi]
- Clustering based active learning for biomedical Named Entity RecognitionXu Han, Chee Keong Kwoh, Jung-jae Kim. 1253-1260 [doi]
- Simulating robotic cars using time-delay neural networksAlberto F. De Souza, Jacson Rodrigues Correia da Silva, Filipe Wall Mutz, Claudine Badue, Thiago Oliveira-Santos. 1261-1268 [doi]
- Detecting multiple changes from multi-temporal images by using stacked denosing autoencoder based change vector analysisLinzhi Su, Jiao Shi, Puzhao Zhang, Zhao Wang, Maoguo Gong. 1269-1276 [doi]
- Detection and classification of power quality disturbances in time domain using probabilistic neural networkZ.-M. Chen, M. S. Li, T. Y. Ji, Q. H. Wu. 1277-1282 [doi]
- Speciation and diversity balance for Genetic Algorithms and application to structural neural network learningYong Wee Foo, Cindy Goh, Yun Li. 1283-1290 [doi]
- Application of surrogate models for the optimization and design of chemical processesCorina Nentwich, Sebastian Engell. 1291-1296 [doi]
- Self-regulated incremental clustering with focused preferencesDi Wang, Ah-Hwee Tan. 1297-1304 [doi]
- Multi-fidelity matryoshka neural networks for constrained IoT devicesSam Leroux, Steven Bohez, Elias De Coninck, Tim Verbelen, Bert Vankeirsbilck, Pieter Simoens, Bart Dhoedt. 1305-1309 [doi]
- Clustering of receptive fields in AutoencodersBabajide O. Ayinde, Jacek M. Zurada. 1310-1317 [doi]
- About pyramid structure in convolutional neural networksIhsan Ullah, Alfredo Petrosino. 1318-1324 [doi]
- Deep self-organizing reservoir computing model for visual object recognitionZhidong Deng, Chengzhi Mao, Xiong Chen. 1325-1332 [doi]
- Convolutional Neural Network based sentiment analysis using Adaboost combinationYazhi Gao, Wenge Rong, Yikang Shen, Zhang Xiong. 1333-1338 [doi]
- Match memory recurrent networksSpyridon Samothrakis, Tom Vodopivec, Maria Fasli, Michael Fairbank. 1339-1346 [doi]
- An Application Development Platform for neuromorphic computingMark E. Dean, Jason Chan, Christopher Daffron, Adam Disney, John Reynolds, Garrett Rose, James S. Plank, J. Douglas Birdwell, Catherine D. Schuman. 1347-1354 [doi]
- Rate coding vs. temporal coding - is optimum between?Mikhail V. Kiselev. 1355-1359 [doi]
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- Weighted vote algorithm combination technique for anomaly based Smart Grid Intrusion Detection systemsJoris Lueckenga, Dominik Engel, Robert Green. 2738-2742 [doi]
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- kNN ensembles with penalized DTW for multivariate time series imputationStefan Oehmcke, Oliver Zielinski, Oliver Kramer. 2774-2781 [doi]
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- Neural Turing Machine for sequential learning of human mobility patternsJan Tkacik, Pavel Kordík. 2790-2797 [doi]
- Analysis of sequence to sequence neural networks on grapheme to phoneme conversion taskSivanand Achanta, Ayushi Pandey, Suryakanth V. Gangashetty. 2798-2804 [doi]
- GTM Mixture through time for sequential dataRakia Jaziri, Faicel Chamroukhi, Mustapha Lebbah, Younès Bennani. 2805-2810 [doi]
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- An alternative sensor Cloud architecture for vital signs monitoringSara Ghanavati, Jemal H. Abawajy, Davood Izadi. 2827-2833 [doi]
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- Clinical narrative classification using discriminant word embeddings with ELMPaula Lauren, Guangzhi Qu, Feng Zhang, Amaury Lendasse. 2931-2938 [doi]
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- Skew-normal Mixture of ExpertsFaicel Chamroukhi. 3000-3007 [doi]
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- A convergent and fully distributable SVMs training algorithmAndrea Manno, Simone Sagratella, Lorenzo Livi. 3076-3080 [doi]
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- Second order design of multiclass kernel machinesYilong Hao, Kanishka Tyagi, Rohit Rawat, Michael T. Manry. 3233-3240 [doi]
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- Non-parametric Hidden Conditional Random Fields for action classificationNatraj Raman, Stephen J. Maybank. 3256-3263 [doi]
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- Riemannian optimization with subspace tracking for low-rank recoveryQian Li, Wenjia Niu, Gang Li, Jianlong Tan, Gang Xiong, Li Guo. 3280-3287 [doi]
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- One-class classification through mutual information minimizationLorenzo Livi, Cesare Alippi. 3314-3321 [doi]
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