| 2016 | 2016 International Joint Conference on Neural Networks, IJCNN 2016, Vancouver, BC, Canada, July 24-29, 2016 |
| 2016 | A Bidirectional Hierarchical Skip-Gram model for text topic embedding. Suncong Zheng, Hongyun Bao, Jiaming Xu, Yuexing Hao, Zhenyu Qi, Hongwei Hao |
| 2016 | A Boosting-like Online Learning Ensemble. Roberto Souto Maior de Barros, Silas Garrido Teixeira de Carvalho Santos, Paulo Mauricio Gonçalves Júnior |
| 2016 | A Lyapunov based switching control to track maximum power point of WECS. Mohammad Abu Jami'in, Jinglu Hu, Eko Julianto |
| 2016 | A Multimodal data fusion approach efficiently predicts disease duration in multiple sclerosis. Ava Sheikhi Shoshtari, Sue-Jin Lin, Martin J. McKeown, Z. Jane Wang |
| 2016 | A Robust UCB scheme for active learning in regression from strategic crowds. Divya Padmanabhan, Satyanath Bhat, Dinesh Garg, Shirish K. Shevade, Y. Narahari |
| 2016 | A biologically plausible spiking model for interaural level difference processing auditory pathway in human brain. Xiao Feng, Weibei Dou |
| 2016 | A brief review of document image retrieval methods: Recent advances. Fahimeh Alaei, Alireza Alaei, Michael Blumenstein, Umapada Pal |
| 2016 | A coarse-to-fine feature selection method for accurate detection of cerebral small vessel disease. Yiqiang Chen, Meiyu Huang, Chunyu Hu, Yicheng Zhu, Fei Han, Chunyan Miao |
| 2016 | A cognitive fault-detection design architecture. Georgios M. Milis, Demetrios G. Eliades, Christos G. Panayiotou, Marios M. Polycarpou |
| 2016 | A combination of transductive and inductive learning for handling non-stationarities in motor imagery classification. Haider Raza, Hubert Cecotti, Girijesh Prasad |
| 2016 | A combined Bayesian network method for predicting drive failure times from SMART attributes. Shuai Pang, Yuhan Jia, Rebecca J. Stones, Gang Wang, Xiaoguang Liu |
| 2016 | A community discovery approach in multi-label data. Na Li, Zhisong Pan, MingChu Jiang, Yanyan Zhang, Haimin Yang |
| 2016 | A comparative analysis of wavelets for vascular similarity measurement. Reza Derakhshani, Sriram Pavan K. Tankasala, Simona Crihalmeanu, Arun Ross, Rohit Krishna |
| 2016 | A comparative study of HTM and other neural network models for online sequence learning with streaming data. Yuwei Cui, Chetan Surpur, Subutai Ahmad, Jeff Hawkins |
| 2016 | A comparison of action selection methods for implicit policy method reinforcement learning in continuous action-space. Barry D. Nichols |
| 2016 | A comparison of autoencoder and statistical features for cattle behaviour classification. Ashfaqur Rahman, Daniel V. Smith, James Hills, Greg Bishop-Hurley, David Henry, Richard Rawnsley |
| 2016 | A computational approach for authorship attribution of literary texts using sintatic features. Paulo Varela, Edson J. R. Justino, Alceu S. Britto Jr., Flávio Bortolozzi |
| 2016 | A concept-drift perspective on prototype selection and generation. Ludmila I. Kuncheva, Iain A. D. Gunn |
| 2016 | A conceptual modeling of flocking-regulated multi-agent reinforcement learning. C. S. Chen, Yaqing Hou, Yew-Soon Ong |
| 2016 | A constructive algorithm for neural networks inspired on decision trees and evolutionary algorithms. Marcus Vinícius Mazega Figueredo, Emerson Cabrera Paraiso, Júlio César Nievola |
| 2016 | A convergent and fully distributable SVMs training algorithm. Andrea Manno, Simone Sagratella, Lorenzo Livi |
| 2016 | A deep quasi-linear kernel composition method for support vector machines. Weite Li, Jinglu Hu, Benhui Chen |
| 2016 | A deep sparse coding method for fine-grained visual categorization. Lihua Guo, Chenggan Guo |
| 2016 | A dictionary based survival error compensation for robust adaptive filtering. Lei Sun, Badong Chen, Jie Yang, Ronghua Zhou, Qing Nie, Aihua Wang |
| 2016 | A digital neuromorphic circuit for neural-glial interaction. Shaghayegh Gomar, Mitra Mirhassani, Majid Ahmadi, Mehrdad Saif |
| 2016 | A direct fingerprint minutiae extraction approach based on convolutional neural networks. Lu Jiang, Tong Zhao, Chaochao Bai, A. Yong, Min Wu |
| 2016 | A disagreement-based active matrix completion approach with provable guarantee. Chao Lan, Yujie Deng, Jun Huan |
| 2016 | A dynamic channel selection algorithm for the classification of EEG and EMG data. Ahmed Al-Ani, Irena Koprinska, Ganesh R. Naik, Rami N. Khushaba |
| 2016 | A dynamic self-structuring neural network model to combat phishing. Fadi A. Thabtah, Rami Mustafa A. Mohammad, Lee McCluskey |
| 2016 | A firefly algorithm for modular granular neural networks optimization applied to iris recognition. Daniela Sánchez, Patricia Melin, Juan Martín Carpio, Héctor Puga |
| 2016 | A general adaptive dynamic programming approach with experience replay. Bin Wang, Dongbin Zhao, Jin Cheng, Yuan Xu, Yueyang Li |
| 2016 | A general purpose intelligent surveillance system for mobile devices using Deep Learning. Antreas Antoniou, Plamen Angelov |
| 2016 | A hardware-efficient multi-compartment soma-dendrite model based on asynchronous cellular automaton dynamics. Narutoshi Jodai, Hiroyuki Torikai |
| 2016 | A hippocampal model for episodic memory using neurogenesis and asymmetric STDP. Motonobu Hattori, Yoshinori Kobayashi |
| 2016 | A hybrid neural system for the automatic segmentation of the interventricular septum in echocardiographic images. Salety Ferreira Baracho, Daniel Jose Lins Leal Pinheiro, Vinícius Veloso de Melo, Regina Célia Coelho |
| 2016 | A hybrid neuro-evolutive algorithm for neural network optimization. Lídio Mauro Lima de Campos, Roberto Célio Limão de Oliveira, Mauro Roisenberg |
| 2016 | A hybrid sequential feature selection approach for the diagnosis of Alzheimer's Disease. Yang Han, Xing-Ming Zhao |
| 2016 | A hybrid vision system for detecting use of mobile phones while driving. Rafael A. Berri, Fernando Santos Osório, Rafael S. Parpinelli, Alexandre Gonçalves Silva |
| 2016 | A kernel level composition of multiple local classifiers for nonlinear classification. Weite Li, Bo Zhou, Jinglu Hu |
| 2016 | A learning algorithm for a data-driven controller based on fictitious reference iterative tuning. Shin Wakitani, Toru Yamamoto |
| 2016 | A least squares enhanced smart DFT technique for frequency estimation of unbalanced three-phase power systems. Yili Xia, Kai Wang, Wenjiang Pei, Zoran Blazic, Danilo P. Mandic |
| 2016 | A lite cellular generalized neuron network for frequency prediction of synchronous generators in a multimachine power system. Yawei Wei, Ganesh Kumar Venayagamoorthy |
| 2016 | A low-power neurosynaptic implementation of Local Binary Patterns for texture analysis. Alexander Andreopoulos, Rodrigo Alvarez-Icaza, Andrew S. Cassidy, Myron D. Flickner |
| 2016 | A metagenomic hybrid classifier for paediatric inflammatory bowel disease. Benjamin Wingfield, Sonya A. Coleman, T. Martin McGinnity, Anthony J. Bjourson |
| 2016 | A method for automatic adjustment of ensemble size in stream data mining. Lena Pietruczuk, Leszek Rutkowski, Maciej Jaworski, Piotr Duda |
| 2016 | A method of detecting interaction between breeding cows from time-series bird's eye pictures of pasture. Yoji Hosomi, Kenji Oyama, Takeshi Honda, Takenao Ohkawa |
| 2016 | A mobile recommendation system based on logistic regression and Gradient Boosting Decision Trees. Yaozheng Wang, Dawei Feng, Dongsheng Li, Xinyuan Chen, Yunxiang Zhao, Xin Niu |
| 2016 | A model of Hopfield-type octonion neural networks and existing conditions of energy functions. Yasuaki Kuroe, Hitoshi Iima |
| 2016 | A multi-view multi-dimensional ensemble learning approach to mining business process deviances. Alfredo Cuzzocrea, Francesco Folino, Massimo Guarascio, Luigi Pontieri |
| 2016 | A multiagent reinforcement learning approach to en-route trip building. Ana L. C. Bazzan, Ricardo Grunitzki |
| 2016 | A network that uses parametric weights. Tim Hendtlass, Hans Pierrot |
| 2016 | A network-based approach to detect spammer groups. Quynh Ngoc Thuy Do, Alexey Zhilin, Caibre Zordan Pio Junior, Gaoxiang Wang, Farookh Khadeer Hussain |
| 2016 | A neural network model for detecting DDoS attacks using darknet traffic features. Siti Hajar Aminah Ali, Seiichi Ozawa, Tao Ban, Junji Nakazato, Jumpei Shimamura |
| 2016 | A neural words encoding model. Dayiheng Liu, Jian Cheng Lv, Xiaofeng Qi, Jiangshu Wei |
| 2016 | A new parallel MRI image reconstruction model with elastic net regularization. Bing-Jiang Qiu, Wensheng Chen, Bo Chen, Binbin Pan |
| 2016 | A non-parametric approach for learning from crowds. Jiayi Fu, Jinhong Zhong, Yunfeng Liu, Zhenyu Wang, Ke Tang |
| 2016 | A note on fractional-order non-linear controller: possible neural network approach to design. Ivo Petrás |
| 2016 | A novel approach for generating fast multi-class SVM topologies with nested dichotomies. Ismail Uluturk, Ismail Uysal |
| 2016 | A novel entropy optimized kernel least-mean mixed-norm algorithm. Xiong Luo, Jing Deng, Ji Liu, Ayong Li, Weiping Wang, Wenbing Zhao |
| 2016 | A novel feature subspace selection method in random forests for high dimensional data. Yisen Wang, Shu-Tao Xia |
| 2016 | A novel homeostatic plasticity model realized by random fluctuations in excitatory synapses. Takashi Matsubara, Kuniaki Uehara |
| 2016 | A novel online real-time classifier for multi-label data streams. Rajasekar Venkatesan, Meng Joo Er, Shiqian Wu, Mahardhika Pratama |
| 2016 | A novel sample weighting K-means clustering algorithm based on angles information. Lei Gu |
| 2016 | A novel semi-supervised approach for feature extraction. Junyang Qiu, Yanyan Zhang, Zhisong Pan, Haimin Yang, Huifeng Ren, Xin Li |
| 2016 | A null space based one class kernel Fisher discriminant. Franck Dufrenois, Jean-Charles Noyer |
| 2016 | A principal curve-based method for data clustering. Elson Claudio Correa Moraes, Danton Diego Ferreira |
| 2016 | A probabilistic and dynamic chart pattern recognition hybrid system applied to foreign exchange rate prediction. Rodrigo F. B. de Brito, Adriano L. I. Oliveira |
| 2016 | A probabilistic prior knowledge integration method: Application to generative and discriminative models. Nataliya Sokolovska, Thierry Artières |
| 2016 | A pruning algorithm for extreme learning machine based on sparse coding. Yuanlong Yu, Zhenzhen Sun |
| 2016 | A pseudoinverse incremental algorithm for fast training deep neural networks with application to spectra pattern recognition. Ke Wang, Ping Guo, Qian Yin, A-Li Luo, Xin Xin |
| 2016 | A recursive method for big network influence estimation. Weixue Lu, Chuan Zhou, Jia Wu, Chun-Yi Liu, Li Gao, Yue Hu |
| 2016 | A reinforcement learning approach to the shepherding task using SARSA. Clark Kendrick Go, Bryan Lao, Junichiro Yoshimoto, Kazushi Ikeda |
| 2016 | A reservoir computing model of episodic memory. David Bhowmik, Kyriacos Nikiforou, Murray Shanahan, Michail Maniadakis, Panos E. Trahanias |
| 2016 | A rule extraction study on a neural network trained by deep learning. Guido Bologna, Yoichi Hayashi |
| 2016 | A simplified swarm optimization for object tracking. Guang Liu, Yuk Ying Chung, Wei-Chang Yeh |
| 2016 | A spatio-temporal model of multi-sensory learning that demonstrates improved object recall. A. Ravishankar Rao |
| 2016 | A statistical approach to reduce failure facilities based on predictive maintenance. Junya Shimada, Satoko Sakajo |
| 2016 | A study of an incremental spectral meta-learner for nonstationary environments. Gregory Ditzler |
| 2016 | A study on relationship between age and oddball-task difficulty on peak latency of P300. Kentaro Takakura, Tomohiro Yoshikawa, Takeshi Furuhashi |
| 2016 | A substitution of the general partial differential equation with extended polynomial networks. Ladislav Zjavka, Václav Snásel, Varun Kumar Ojha, Witold Pedrycz |
| 2016 | A systematic algorithm to escape from local minima in training feed-forward neural networks. Chi-Chung Cheung, Sean Shensheng Xu, Sin Chun Ng |
| 2016 | A theoretical analysis of Deep Neural Networks for texture classification. Saikat Basu, Manohar Karki, Supratik Mukhopadhyay, Sangram Ganguly, Ramakrishna R. Nemani, Robert DiBiano, Shreekant Gayaka |
| 2016 | A time window neural network based framework for Remaining Useful Life estimation. Pin Lim, Chi Keong Goh, Kay Chen Tan |
| 2016 | A trajectory-based approach for object detection from video. Chunhui Jiang, Guiying Li, Junlong Liu, Yunfeng Liu, Ke Tang |
| 2016 | A two layer disparity selective simple cell model. Sijing Cheng, Qiuyan Peng, Bertram E. Shi |
| 2016 | A vision-based auxiliary system of multirotor unmanned aerial vehicles for autonomous rendezvous and docking. Dexing Zhong, Xuefei Zhang, Haotian Sun, Zhigang Ren, Jiuqiang Han |
| 2016 | ADMM for maximum correntropy criterion. Fei Zhu, Abderrahim Halimi, Paul Honeine, Badong Chen, Nanning Zheng |
| 2016 | AP-STDP: A novel self-organizing mechanism for efficient reservoir computing. Yingyezhe Jin, Peng Li |
| 2016 | ASTEN: An accurate and scalable approach to Coupled Tensor Factorization. Quan Do, Wei Liu |
| 2016 | About pyramid structure in convolutional neural networks. Ihsan Ullah, Alfredo Petrosino |
| 2016 | Accommodative neural filters. James Ting-Ho Lo, Yu Guo |
| 2016 | Accurate object tracking by combining correlation filters and keypoints. Xin Zhang, Zifeng Wang, Gui-Song Xia, Liangpei Zhang |
| 2016 | Achieving stable subspace clustering by post-processing generic clustering results. Duc-Son Pham, Ognjen Arandjelovic, Svetha Venkatesh |
| 2016 | Acquisition of image features for material perception from fine-tuned convolutional neural networks. Daisuke Kobayashi, Noriko Yata, Yoshitsugu Manabe |
| 2016 | Acquisition of visual features through probabilistic spike-timing-dependent plasticity. Amirhossein Tavanaei, Timothée Masquelier, Anthony S. Maida |
| 2016 | Active transfer learning and selective instance transfer with active learning for motor imagery based BCI. Ibrahim Hossain, Abbas Khosravi, Saeid Nahavandi |
| 2016 | Adaptive Transferred-profile Likelihood Learning. Son Ngoc Tran, Artur S. d'Avila Garcez |
| 2016 | Adaptive and scalable Android malware detection through online learning. Annamalai Narayanan, Yang Liu, Lihui Chen, Jinliang Liu |
| 2016 | Adaptive conversion of real-valued input into spike trains. Alexander Hadjiivanov |
| 2016 | Adaptive delay learning in SpikeProp based on delay convergence analysis. Sumit Bam Shrestha, Qing Song |
| 2016 | Adaptive driver assistance system based on Traffic Information Saliency Map. Jihun Kim, Seonggyu Kim, Rammohan Mallipeddi, Gil-Jin Jang, Minho Lee |
| 2016 | Adaptive dynamic programming based fault compensation control for nonlinear systems with actuator failures. Bo Zhao, Derong Liu, Yuanchun Li, Guang Shi |
| 2016 | Adaptive learning algorithm for RBF Neural Networks in kernel spaces. Maryam Pazouki, Sonia Seyed Allaei, M. Hossein Pazouki, Dietmar P. F. Möller |
| 2016 | Adaptive learning of dynamic movement primitives through demonstration. Raj Samant, Laxmidhar Behera, Gaurav Pandey |
| 2016 | Adaptive maneuver control of hypersonic re-entry flight via self-organizing recurrent functional link network. Yanli Du, Dongyang Sun, Jian Fu, Peng Zhang |
| 2016 | Adaptive neural control of pure-feedback stochastic nonlinear systems with multiple unknown time-varying delays. Zifu Li, Tieshan Li, Gang Feng |
| 2016 | Adaptive objective function of ICA by Gaussian approximation in second-order polynomial feature space. Yoshitatsu Matsuda, Kazunori Yamaguchi |
| 2016 | Adaptive optimal tracking control of unknown nonlinear systems using system augmentation. Yongfeng Lv, Jing Na, Qinmin Yang, Guido Herrmann |
| 2016 | Adaptive tangent distances in generalized learning vector quantization for transformation and distortion invariant classification learning. Sascha Saralajew, Thomas Villmann |
| 2016 | Advances in multi-view matrix factorizations. Yifeng Li |
| 2016 | Advantage based value iteration for Markov decision processes with unknown rewards. Pegah Alizadeh, Yann Chevaleyre, François Lévy |
| 2016 | Aggregating pixel-level prediction and cluster-level texton occurrence within superpixel voting for roadside vegetation classification. Ligang Zhang, Brijesh K. Verma, David R. B. Stockwell, Sujan Chowdhury |
| 2016 | Airport detection from remote sensing images using transferable convolutional neural networks. Peng Zhang, Xin Niu, Yong Dou, Fei Xia |
| 2016 | An Application Development Platform for neuromorphic computing. Mark E. Dean, Jason Chan, Christopher Daffron, Adam Disney, John Reynolds, Garrett S. Rose, James S. Plank, J. Douglas Birdwell, Catherine D. Schuman |
| 2016 | An EEG-Based brain-computer interface for emotion recognition. Jiahui Pan, Yuanqing Li, Jun Wang |
| 2016 | An adaptive dynamic programming based method for optimization of electricity consumption in office buildings. Guang Shi, Qinglai Wei, Derong Liu |
| 2016 | An adaptive forecasting strategy with hybrid ensemble models. Jörg D. Wichard |
| 2016 | An alternative sensor Cloud architecture for vital signs monitoring. Sara Ghanavati, Jemal H. Abawajy, Davood Izadi |
| 2016 | An angle and density-based method for key points detection. Xiaojie Li, Jian Cheng Lv, Lili Li, Feng Ao |
| 2016 | An architecture for encoding two-dimensional cyclone track prediction problem in coevolutionary recurrent neural networks. Rohitash Chandra, Ratneel Deo, Christian W. Omlin |
| 2016 | An automatic calibration framework applied on a metaheuristic fuzzy model for the CIF competition. Vitor Nazário Coelho, Igor Machado Coelho, Ivan Reinaldo Meneghini, Marcone J. F. Souza, Frederico G. Guimarães |
| 2016 | An autonomous robot tracking system through fusing vision with sonar measurements. Qichang Zheng, Sheng Li, Boyu Hou, Haoxiang Lang, Ying Wang |
| 2016 | An emotional controller PLC implementation for an industrial fan system. Ronaldo Ribeiro Barbosa de Aquino, Luiz F. A. Cordeiro, Davidson C. Marques, Jeydson L. Silva, Camila M. Bandeira, Andre L. M. M. Andrade |
| 2016 | An energy efficient decoding scheme for nonlinear MIMO-OFDM network using reservoir computing. Susanna Mosleh, Cenk Sahin, Lingjia Liu, R. Y. Zheng, Yang Yi |
| 2016 | An enhanced dominant sets clustering method. Jian Hou, Wei-Xue Liu, Hongxia Cui |
| 2016 | An ensemble of Extreme Learning Machine for prediction of wind force and moment coefficients in marine vessels. Krishna Kumar N, R. Savitha, Abdullah Al Mamun |
| 2016 | An evolutionary optimization framework for neural networks and neuromorphic architectures. Catherine D. Schuman, James S. Plank, Adam Disney, John Reynolds |
| 2016 | An experimental evaluation of echo state network for colour image segmentation. Abdelkerim Souahlia, Ammar Belatreche, Abdelkader Benyettou, Kevin Curran |
| 2016 | An experimental study based on Fuzzy Systems and Artificial Neural Networks to estimate the importance of reviews about product and services. Roney L. de S. Santos, Rogério F. de Sousa, Ricardo A. L. Rabêlo, Raimundo S. Moura |
| 2016 | An experimental study on joint modeling of mixed-bandwidth data via deep neural networks for robust speech recognition. Jianqing Gao, Jun Du, Changqing Kong, Huaifang Lu, Enhong Chen, Chin-Hui Lee |
| 2016 | An experimental study on new features for activity of daily living recognition. Daniele Ferretti, Emanuele Principi, Stefano Squartini, Luigi Mandolini |
| 2016 | An expert disambiguation method based on attributed graph clustering. Shengxiang Gao, Zhuo Wang, Zhengtao Yu, Jin Jiang, Lin Wu |
| 2016 | An inductive semi-supervised learning approach for the Local and Global Consistency algorithm. Celso André R. de Sousa |
| 2016 | An information theoretic ART for robust unsupervised learning. Leonardo Enzo Brito da Silva, Donald C. Wunsch II |
| 2016 | An overview on weight initialization methods for feedforward neural networks. Celso André R. de Sousa |
| 2016 | An unsupervised-based dynamic feature selection for classification tasks. Rômulo de O. Nunes, Carine A. Dantas, Anne M. P. Canuto, João C. Xavier Junior |
| 2016 | Analysis of COP stability in a refrigeration system using artificial neural networks. Sergio Ledesma, Juan Manuel Belman-Flores |
| 2016 | Analysis of sequence to sequence neural networks on grapheme to phoneme conversion task. Sivanand Achanta, Ayushi Pandey, Suryakanth V. Gangashetty |
| 2016 | Analysis of tool use strategies in evolved neural circuits controlling an articulated limb. Michael Freitag, Yoonsuck Choe |
| 2016 | Analysis of various periodic orbits in simple dynamic binary neural networks. Ryuji Sato, Kazuma Makita, Toshimichi Saito |
| 2016 | Anomaly detection in aviation data using extreme learning machines. Vijay Manikandan Janakiraman, David Nielsen |
| 2016 | Anomaly detection in non-stationary data: Ensemble based self-adaptive OCSVM. Zahra Ghafoori, Sarah M. Erfani, Sutharshan Rajasegarar, Shanika Karunasekera, Christopher A. Leckie |
| 2016 | Ant colony optimization for the design of Modular Neural Networks in pattern recognition. Fevrier Valdez, Oscar Castillo, Patricia Melin |
| 2016 | Application of Deep Belief Networks for opcode based malware detection. Yuxin Ding, Sheng Chen, Jun Xu |
| 2016 | Application of deep belief networks in eeg-based dynamic music-emotion recognition. Nattapong Thammasan, Ken-ichi Fukui, Masayuki Numao |
| 2016 | Application of modified ant colony optimization for computer aided bleeding detection system. Shahed K. Mohammed, Farah Deeba, Francis M. Bui, Khan A. Wahid |
| 2016 | Application of surrogate models for the optimization and design of chemical processes. Corina Nentwich, Sebastian Engell |
| 2016 | Applying a general hybrid intelligent system for ultra-high-frequency stock market forecasting. Paulo S. G. de Mattos Neto, Tiago A. E. Ferreira |
| 2016 | Artificial Swarm Intelligence vs human experts. Louis B. Rosenberg |
| 2016 | Aspect-based Opinion Summarization with Convolutional Neural Networks. Haibing Wu, Yiwei Gu, Shangdi Sun, Xiaodong Gu |
| 2016 | Assessing diffusion of spatial features in Deep Belief Networks. Hasari Tosun, Ben Mitchell, John W. Sheppard |
| 2016 | Assessment of power curves in models of wind power forecasting. Ronaldo Ribeiro Barbosa de Aquino, Jonata C. de Albuquerque, Otoni Nóbrega Neto, Milde M. S. Lira, Manoel A. Carvalho, Alcides Codeceira Neto, Aida Araujo Ferreira |
| 2016 | Asteroid landing via onboard optimal guidance based on bidirectional extreme learning machine. Peng Zhang, Xiaosong Liu, Bo Zhao, Mujun Xie, Keping Liu, Yuanchun Li |
| 2016 | Attractor-based complexity of a Boolean model of the basal ganglia-thalamocortical network. Jérémie Cabessa, Alessandro E. P. Villa |
| 2016 | Augmenting adaptation with retrospective model correction for non-stationary regression problems. Rashid Bakirov, Bogdan Gabrys, Damien Fay |
| 2016 | Automated Growcut for segmentation of endoscopic images. Farah Deeba, Francis M. Bui, Khan A. Wahid |
| 2016 | Automated topological co-clustering using fuzzy features partition. Nistor Grozavu, Guénaël Cabanes, Hatim Chahdi, Nicoleta Rogovschi |
| 2016 | Automatic detection of bike-riders without helmet using surveillance videos in real-time. Kunal Dahiya, Dinesh Singh, C. Krishna Mohan |
| 2016 | Automatic graphic logo detection via Fast Region-based Convolutional Networks. Gonçalo Oliveira, Xavier Frazão, André Pimentel, Bernardete Ribeiro |
| 2016 | Automatic knowledge learning using Case-Based Reasoning: A case study approach to automatic train conduction. Viviane Dal Molin de Souza, André Pinz Borges, Denise Maria Vecino Sato, Bráulio Coelho Ávila, Edson Emílio Scalabrin |
| 2016 | Automatic seizure detection using a novel EEG feature based on nonlinear complexity. Jiang-Ling Song, Rui Zhang |
| 2016 | Autonomie decision making based on bayesian networks and ontologies. José Aguilar, Jose Torres, Kristell Aguilar |
| 2016 | Autonomous Data Density based clustering method. Plamen P. Angelov, Xiaowei Gu, Germán Gutiérrez, José Antonio Iglesias, Araceli Sanchis |
| 2016 | BALLKNN: An efficient and scalable KNN based on Euclidean similarity. Peipei Lv, Peng Yang, Yongqiang Dong, Liang Gu |
| 2016 | BPSpike: A backpropagation learning for all parameters in spiking neural networks with multiple layers and multiple spikes. Satoshi Matsuda |
| 2016 | Background modeling on depth video sequences using self-organizing retinotopic maps. Mario Ignacio Chacon-Murguia, Oscar Alejandro Chavez-Montes, Juan A. Ramirez-Quintana |
| 2016 | Bayesian perception of touch for control of robot emotion. Uriel Martinez-Hernandez, Adrian Rubio Solis, Tony J. Prescott |
| 2016 | Benchmarking a coevolutionary streaming classifier under the individual household electric power consumption dataset. Alexander Loginov, Malcolm I. Heywood, Garnett Carl Wilson |
| 2016 | Biclustering ARTMAP collaborative filtering recommender system. Islam El-Nabarawy, Donald C. Wunsch II, Ashraf M. Abdelbar |
| 2016 | Big-data-generated traffic flow prediction using deep learning and dempster-shafer theory. Ridha Soua, Arief Koesdwiady, Fakhri Karray |
| 2016 | Binary codes for tagging x-ray images via deep de-noising autoencoders. Antonio Sze-To, Hamid R. Tizhoosh, Andrew K. C. Wong |
| 2016 | Bio-inspired small target motion detector with a new lateral inhibition mechanism. Hongxin Wang, Jigen Peng, Shigang Yue |
| 2016 | Biometric Palmprint identification via efficient texture features fusion. Raouia Mokni, Mohamed Elleuch, Monji Kherallah |
| 2016 | Block kernel Nonnegative Matrix Factorization and its application to Face Recognition. Wensheng Chen, Yugao Li, Binbin Pan, Chen Xu |
| 2016 | Boolean factors based Artificial Neural Network. Lauraine Tiogning Kueti, Norbert Tsopzé, Cezar Mbiethieu, Engelbert Mephu Nguifo, Laure Pauline Fotso |
| 2016 | Brains as optimal emergent Turing Machines. Juyang Weng |
| 2016 | Breast cancer histopathological image classification using Convolutional Neural Networks. Fabio Alexandre Spanhol, Luiz S. Oliveira, Caroline Petitjean, Laurent Heutte |
| 2016 | Building mutually beneficial relationships between question retrieval and answer ranking to improve performance of community question answering. Man Lan, GuoShun Wu, Chunyun Xiao, Yuanbin Wu, Ju Wu |
| 2016 | C. elegans behavioural response germane to Hardware modelling. Kofi Appiah, Pedro Machado, Alicia Costalago Meruelo, T. Martin McGinnity |
| 2016 | CD-TDS: Change detection in transactional data streams for frequent pattern mining. Yun Sing Koh |
| 2016 | Centrality clustering-based sampling for big data visualization. Thanh Tam Nguyen, Insu Song |
| 2016 | Challenges in clustering C. elegans neurons using computational approaches. Alicia Costalago Meruelo, Pedro Machado, Kofi Appiah, T. Martin McGinnity |
| 2016 | Challenges in visual parking and how a developmental network approaches the problem. Zejia Zheng, Juyang Weng |
| 2016 | Channel estimation for visible light communications using neural networks. Anil Yesilkaya, Onur Karatalay, Arif Selçuk Ögrenci, Erdal Panayirci |
| 2016 | Chaotic states caused by discontinuous resetting process in spiking neuron model. Sou Nobukawa, Haruhiko Nishimura, Teruya Yamanishi |
| 2016 | Class-dependent feature selection algorithm for text categorization. Rogerio C. P. Fragoso, Roberto H. W. Pinheiro, George D. C. Cavalcanti |
| 2016 | Class-wise deep dictionaries for EEG classification. Prerna Khurana, Angshul Majumdar, Rabab Kreidieh Ward |
| 2016 | Classification and sensitivity analysis to detect fault in induction motors using an MLP network. Renan Gomes Vieira, Cláudio M. S. Medeiros, Elias Teodoro Silva Jr. |
| 2016 | Classification from a Riemannian graph embedding viewpoint. Antonio Robles-Kelly, Lin Gu, Ran Wei |
| 2016 | Classification from generation: Recognizing deep grammatical information during reading from rapid event-related fMRI. Tali Bitan, Alex Frid, Hananel Hazan, Larry M. Manevitz, Haim Shalelashvili, Yael Weiss |
| 2016 | Classification of GPCRs proteins using a statistical encoding method. Muhammad Javed Iqbal, Ibrahima Faye, Samir Brahim Belhaouari |
| 2016 | Classification on Stiefel and Grassmann manifolds via maximum Likelihood estimation of matrix distributions. Muhammad Ali, Junbin Gao, Michael Antolovich |
| 2016 | Clinical narrative classification using discriminant word embeddings with ELM. Paula Lauren, Guangzhi Qu, Feng Zhang, Amaury Lendasse |
| 2016 | Cluster cooperative output regulation of heterogeneous linear multi-agent systems with multiple leaders. Yanming Wu, Zhanshan Wang, Guotao Hui, Huaguang Zhang |
| 2016 | Clustering algorithm using rough set theory for unsupervised feature selection. Fannia Pacheco, Mariela Cerrada, René-Vinicio Sánchez, Diego Cabrera, Chuan Li, José Valente de Oliveira |
| 2016 | Clustering based active learning for biomedical Named Entity Recognition. Xu Han, Chee Keong Kwoh, Jung-Jae Kim |
| 2016 | Clustering based methods for solar power forecasting. Zheng Wang, Irena Koprinska, Mashud Rana |
| 2016 | Clustering of Gaussian distributions. Przemyslaw Spurek, Wieslaw Palka |
| 2016 | Clustering of receptive fields in Autoencoders. Babajide O. Ayinde, Jacek M. Zurada |
| 2016 | Clustering-based feature selection for black-box weather temperature prediction. Zahra Karevan, Johan A. K. Suykens |
| 2016 | Co-clustering enterprise social networks. Ruiqi Hu, Shirui Pan, Guodong Long, Xingquan Zhu, Jing Jiang, Chengqi Zhang |
| 2016 | Co-regularized least square regression for multi-view multi-class classification. Chao Lan, Yujie Deng, Xiaoli Li, Jun Huan |
| 2016 | Collective contextual anomaly detection framework for smart buildings. Daniel B. Araya, Katarina Grolinger, Hany F. ElYamany, Miriam A. M. Capretz, Girma T. Bitsuamlak |
| 2016 | Combination of uncertain ordinal expert statements: The combination rule EIDMR and its application to low-voltage grid classification with SVM. Sebastian Breker, Bernhard Sick |
| 2016 | Combined nonlinear visualization and classification: ELMVIS++C. Andrey Gritsenko, Anton Akusok, Yoan Miché, Kaj-Mikael Björk, Stephen Baek, Amaury Lendasse |
| 2016 | Combining evolution strategies and neural network procedures for compression driver design. Michele Gasparini, Fabio Vesperini, Stefania Cecchi, Stefano Squartini, Francesco Piazza, Romolo Toppi |
| 2016 | Combining local and global visual information in context-based neurorobotic navigation. Marwen Belkaid, Nicolas Cuperlier, Philippe Gaussier |
| 2016 | Combining user-based and global lexicon features for sentiment analysis in twitter. Zhou Jin, Yujiu Yang, Xianyu Bao, Biqing Huang |
| 2016 | Community structure analysis using label propagation and flow-based ensemble learning. Yunchang He, Jian Xu, Bo Yuan |
| 2016 | Comparative studies of power grid security with network connectivity and power flow information using unsupervised learning. Shiva Poudel, Zhen Ni, Xiangnan Zhong, Haibo He |
| 2016 | Comparing data assimilation filters for parameter estimation in a neuron model. Nicola Politi, Jianfeng Feng, Wenlian Lu |
| 2016 | Comparing time and frequency domain for audio event recognition using deep learning. Lars Hertel, Huy Phan, Alfred Mertins |
| 2016 | Complementary prioritized ensemble selection. Kung-Hua Chang, Douglas Stott Parker |
| 2016 | Complex social network partition for balanced subnetworks. Hao Lan Zhang, Jiming Liu, Chunyu Feng, Chaoyi Pang, Tongliang Li, Jing He |
| 2016 | Complex-valued B-spline neural network and its application to iterative frequency-domain decision feedback equalization for Hammerstein communication systems. Sheng Chen, Xia Hong, Emad Khalaf, Fuad E. Alsaadi, Chris J. Harris |
| 2016 | Complex-valued online classifier. Masaya Ishikawa, Kazuyuki Murase |
| 2016 | Computing the 2-D image euler number by an Artificial Neural Network. Humberto Sossa, Ángel Carreón, Elizabeth Guevara, Raúl Santiago-Montero |
| 2016 | Concept drift detection based on equal density estimation. Feng Gu, Guangquan Zhang, Jie Lu, Chin-Teng Lin |
| 2016 | Conjugate descent for the SMO algorithm. Alberto Torres-Barrán, José R. Dorronsoro |
| 2016 | Construction of multi-class classifiers by Extreme Learning Machine based one-class classifiers. Chandan Gautam, Aruna Tiwari, Sriram Ravindran |
| 2016 | Content-based image retrieval by using deep kernel Machine with Gaussian Mixture Model. Mohammad Ahangar Kiasari, Minho Lee, Jixiang Shen |
| 2016 | Context-switching and adaptation: Brain-inspired mechanisms for handling environmental changes. Eric Chalmers, Edgar Bermudez Contreras, Brandon Robertson, Artur Luczak, Aaron J. Gruber |
| 2016 | Contextual Weisfeiler-Lehman graph kernel for malware detection. Annamalai Narayanan, Guozhu Meng, Yang Liu, Jinliang Liu, Lihui Chen |
| 2016 | Continuous material identification through tactile sensing. Augusto Gomez Eguiluz, Iñaki Rañó, Sonya A. Coleman, T. Martin McGinnity |
| 2016 | Contour representation and shape matching based on mechanism of visual cortex. Hui Wei, Zheng Dong |
| 2016 | Contribution of data complexity features on dynamic classifier selection. Andre L. Brun, Alceu S. Britto Jr., Luiz S. Oliveira, Fabrício Enembreck, Robert Sabourin |
| 2016 | Control of elastic joint robot based on electromyogram signal by pre-trained Multi-Layer Perceptron. Mahdi Souzanchi-K, Moein Owhadi-Kareshk, Mohammad R. Akbarzadeh-Totonchi |
| 2016 | Convergence analysis of GrDHP-based optimal control for discrete-time nonlinear system. Xiangnan Zhong, Zhen Ni, Haibo He |
| 2016 | Convolutional Neural Network based sentiment analysis using Adaboost combination. Yazhi Gao, Wenge Rong, Yikang Shen, Zhang Xiong |
| 2016 | Convolutional RNN: An enhanced model for extracting features from sequential data. Gil Keren, Björn W. Schuller |
| 2016 | Convolutional fitted Q iteration for vision-based control problems. Dongbin Zhao, Yuanheng Zhu, Le Lv, Yaran Chen, Qichao Zhang |
| 2016 | Convolutional neural networks for human activity recognition using multiple accelerometer and gyroscope sensors. Sojeong Ha, Seungjin Choi |
| 2016 | Cooperative multi-scale Convolutional Neural Networks for person detection. Markus Eisenbach, Daniel Seichter, Tim Wengefeld, Horst-Michael Gross |
| 2016 | Copulas-based ensemble of Artificial Neural Networks for forecasting real world time series. Ricardo T. A. de Oliveira, Thaize Fernandes O. de Assis, Paulo Renato A. Firmino, Tiago A. E. Ferreira, Adriano L. I. Oliveira |
| 2016 | Correntropy based filtering for supernova detection. Pablo Huentelemu, Pablo A. Estévez, Francisco Förster |
| 2016 | Cost-sensitive one-vs-one ensemble for multi-class imbalanced data. Bartosz Krawczyk |
| 2016 | Covariance descriptor based convolution neural network for saliency computation in low contrast images. Xin Xu, Nan Mu, Xiaolong Zhang, Bo Li |
| 2016 | Creating human-like non-player game characters using a Memetic Multi-Agent System. Yaqing Hou, Liang Feng, Yew-Soon Ong |
| 2016 | Crowdsourcing of network data. Ding Wang, Prakash Mandayam Comar, Pang-Ning Tan |
| 2016 | Data classification combining Self-Organizing Maps and Informative Nearest Neighbor. Leandro J. Moreira, Leandro Augusto da Silva |
| 2016 | Data-driven light field depth estimation using deep Convolutional Neural Networks. Xing Sun, Zhimin Xu, Nan Meng, Edmund Y. Lam, Hayden Kwok-Hay So |
| 2016 | Decentralized adaptive neural network sliding mode control for reconfigurable manipulators with data-based modeling. Yuanchun Li, Guibin Ding, Bo Zhao, Bo Dong, Guangjun Liu |
| 2016 | Decimation filter with Common Spatial Pattern and Fishers Discriminant Analysis for motor imagery classification. Shiu Kumar, Ronesh Sharma, Alok Sharma, Tatsuhiko Tsunoda |
| 2016 | Decision making with long delays using networks of flip-flop neurons. Pavan Holla, Srinivasa Chakravarthy |
| 2016 | Deep Adaptive Resonance Theory for learning biologically inspired episodic memory. Gyeong-Moon Park, Jong-Hwan Kim |
| 2016 | Deep Random Vector Functional Link Network for handwritten character recognition. Hubert Cecotti |
| 2016 | Deep Self-Organising Maps for efficient heterogeneous biomedical signatures extraction. Nataliya Sokolovska, Nguyen Thanh Hai, Karine Clément, Jean-Daniel Zucker |
| 2016 | Deep auto-encoder in model reduction of lage-scale spatiotemporal dynamics. Mingliang Wang, Han-Xiong Li, Wenjing Shen |
| 2016 | Deep convolutional neural networks for detection of rail surface defects. Shahrzad Faghih-Roohi, Siamak Hajizadeh, Alfredo Núñez, Robert Babuska, Bart De Schutter |
| 2016 | Deep hashing learning networks. Guoqiang Zhong, Hui Xu, Pan Yang, Sijiang Wang, Junyu Dong |
| 2016 | Deep inverse regression with modified document probability for text classification. Ruoxu Ren, Li Ma, Kay Chen Tan |
| 2016 | Deep kernel-SVM network. Ilyes Rebai, Yassine Ben Ayed, Walid Mahdi |
| 2016 | Deep learning with random neural networks. Erol Gelenbe, Yongha Yin |
| 2016 | Deep neural network for online writer identification using Beta-elliptic model. Thameur Dhieb, Wael Ouarda, Houcine Boubaker, Adel M. Alimi |
| 2016 | Deep neural network using trainable activation functions. Hoon Chung, Sung Joo Lee, Jeon Gue Park |
| 2016 | Deep neural networks for Multi-Room Voice Activity Detection: Advancements and comparative evaluation. Fabio Vesperini, Paolo Vecchiotti, Emanuele Principi, Stefano Squartini, Francesco Piazza |
| 2016 | Deep recurrent neural network for seizure detection. Lasitha Vidyaratne, Alexander M. Glandon, Mahbubul Alam, Khan M. Iftekharuddin |
| 2016 | Deep self-organizing reservoir computing model for visual object recognition. Zhidong Deng, Chengzhi Mao, Xiong Chen |
| 2016 | Denoised Kernel Spectral data Clustering. Raghvendra Mall, Halima Bensmail, Rocco Langone, Carolina Varon, Johan A. K. Suykens |
| 2016 | Denoising auto-encoders toward robust unsupervised feature representation. Wei Xiong, Bo Du, Lefei Zhang, Liangpei Zhang, Dacheng Tao |
| 2016 | Density Based Self Organizing Incremental Neural Network for data stream clustering. Baile Xu, Furao Shen, Jinxi Zhao |
| 2016 | Density transformation and parameter estimation from back propagation algorithm. Prayag Gowgi, Shayan Garani Srinivasa |
| 2016 | Density-dependent quantized kernel least mean square. Bao Xi, Lei Sun, Badong Chen, Jianji Wang, Nanning Zheng, José C. Príncipe |
| 2016 | Derivative based prediction with look ahead. Tomás Barton, Petr Musílek |
| 2016 | Descriptor transition tables for object retrieval using unconstrained cluttered video acquired using a consumer level handheld mobile device. Warren Rieutort-Louis, Ognjen Arandjelovic |
| 2016 | Design and optimization of a Neural Network-based driver recognition system by means of a multiobjective genetic algorithm. Javier Echanobe, Inés del Campo, M. Victoria Martínez |
| 2016 | Design of hybrid nonlinear spline adaptive filters for active noise control. Vinal Patel, Danilo Comminiello, Michele Scarpiniti, Nithin V. George, Aurelio Uncini |
| 2016 | Detecting multiple changes from multi-temporal images by using stacked denosing autoencoder based change vector analysis. Linzhi Su, Jiao Shi, Puzhao Zhang, Zhao Wang, Maoguo Gong |
| 2016 | Detecting overlapping protein complexes in weighted protein-protein interaction networks using pseudo-clique extension based on fuzzy relation. Buwen Cao, Jiawei Luo, Cheng Liang, Shulin Wang |
| 2016 | Detection and classification of power quality disturbances in time domain using probabilistic neural network. Z. M. Chen, Mengshi Li, Tianyao Ji, Q. H. Wu |
| 2016 | Detection of Alzheimer's disease using advanced local binary pattern from hippocampus and whole brain of MR images. Devvi Sarwinda, Alhadi Bustamam |
| 2016 | Detection of event onset using Twitter. Satya Katragadda, Shahid Virani, Ryan G. Benton, Vijay V. Raghavan |
| 2016 | Detection of false data attacks in smart grid with supervised learning. Jun Yan, Bo Tang, Haibo He |
| 2016 | Direct heuristic dynamic programming design with extreme learning machine. Xiong Luo, Yixuan Lv, Weiping Wang, Mi Zhou, Wenbing Zhao |
| 2016 | Discriminant vector tranformations in neural network classifiers. Soumitro Swapan Auddy, Kanishka Tyagi, Son Nguyen, Michael T. Manry |
| 2016 | Discriminative kernel transfer learning via l2, 1-norm minimization. Lei Zhang, Sunil Kr. Jha, Tao Liu, Guangshu Pei |
| 2016 | Distributed Information-Theoretic Metric Learning in Apache Spark. Yuxin Su, Haiqin Yang, Irwin King, Michael R. Lyu |
| 2016 | Distributed control of second-order nonlinear time-delayed multiagent systems with disturbance using neural networks. Hongwen Ma, Derong Liu, Ding Wang |
| 2016 | Distributed mean shift clustering with approximate nearest neighbours. Gaël Beck, Tarn Duong, Hanene Azzag, Mustapha Lebbah |
| 2016 | Distributed neural network: Dynamic learning via backpropagation with hardware neurons using arduino chips. Gary B. Parker, Mohammad O. Khan |
| 2016 | Distributed spectral clustering based on Euclidean distance matrix completion. Simone Scardapane, Rosa Altilio, Massimo Panella, Aurelio Uncini |
| 2016 | Distributed variance regularized Multitask Learning. Michele Donini, David Martínez-Rego, Martin Goodson, John Shawe-Taylor, Massimiliano Pontil |
| 2016 | Divergent thinking in a neurodynamical model of ideation. Mei Mei, Ali A. Minai |
| 2016 | Diverse, noisy and parallel: a New Spiking Neural Network approach for humanoid robot control. Ricardo de Azambuja, Angelo Cangelosi, Samantha V. Adams |
| 2016 | Document fraud detection by ink analysis using texture features and histogram matching. Apurba Gorai, Rajarshi Pal, Phalguni Gupta |
| 2016 | Driving fatigue detection with fusion of EEG and forehead EOG. Xue-Qin Huo, Wei-Long Zheng, Bao-Liang Lu |
| 2016 | Dropout prediction in MOOCs using behavior features and multi-view semi-supervised learning. Wentao Li, Min Gao, Hua Li, Qingyu Xiong, Junhao Wen, Zhongfu Wu |
| 2016 | Dual heuristic dynamic programming based event-triggered control for nonlinear continuous-time systems. Lu Dong, Changyin Sun, Haibo He |
| 2016 | Dynamical analysis of recurrent neural circuits in articulated limb controllers for tool use. Han Wang, Qinbo Li, Jaewook Yoo, Yoonsuck Choe |
| 2016 | Dynamics of structured Complex Recurrent Hopfield Networks. Rama Murthy Garimella, Anil Rayala, Sai Dileep Munugoti |
| 2016 | EEG based gesture mimicking by an artificial limb using cascade-correlation learning architecture. Sriparna Saha, Amit Konar, Anuradha Saha, Arup Kumar Sadhu, Bonny Banerjee, Atulya K. Nagar |
| 2016 | EEG-based mind driven type writer by fuzzy radial basis function neural classifier. Snehalika Lall, Anuradha Saha, Amit Konar, Mousumi Laha, Anca L. Ralescu, Kalyan kumar Mallik, Atulya K. Nagar |
| 2016 | ELM Meets RAE-ELM: A hybrid intelligent model for multiple fault diagnosis and remaining useful life predication of rotating machinery. Zhi-Xin Yang, Peng-Bo Zhang |
| 2016 | ELM based multiple kernel k-means with diversity-induced regularization. Yang Zhao, Yong Dou, Xinwang Liu, Teng Li |
| 2016 | Echo-state conditional variational autoencoder for anomaly detection. Suwon Suh, Daniel H. Chae, Hyon-Goo Kang, Seungjin Choi |
| 2016 | Efficient SpiNNaker simulation of a heteroassociative memory using the Neural Engineering Framework. James C. Knight, Aaron R. Voelker, Andrew Mundy, Chris Eliasmith, Steve B. Furber |
| 2016 | Efficient computation of the Levenberg-Marquardt algorithm for feedforward networks with linear outputs. Philip de Chazal, Mark D. McDonnell |
| 2016 | Efficient feature extraction of vibration signals for diagnosing bearing defects in induction motors. Maryam Farajzadeh-Zanjani, Roozbeh Razavi-Far, Mehrdad Saif, Luis Rueda |
| 2016 | Efficient feature extraction with simultaneous recurrent network for metric learning. Mahbubul Alam, Lasitha Vidyaratne, Khan M. Iftekharuddin |
| 2016 | Efficient single image dehazing via scene-adaptive segmentation and improved dark channel model. He Zhang, Xin Liu, Yiu-ming Cheung |
| 2016 | Embedded locality discriminant GPLVM for dimensionality reduction. Bing Han, Lixia Zhang, Xinbo Gao, Xiaojing Zhao, Dacheng Tao |
| 2016 | Empirical investigation of the low temperature energy function of the Restricted Boltzmann Machine using a 1000 qubit D-Wave 2X. Yaroslav Koshka, Dilina Perera, Spencer Hall, Mark A. Novotny |
| 2016 | Empirical study of effect of grouping strategies for large scale optimization. Haiyan Liu, Yuping Wang, Xuyan Liu, Shiwei Guan |
| 2016 | Encoding auditory-visual interactions in a neural model of sensory abnormalities in autism. Gerardo Noriega |
| 2016 | Encoding sparse features in a Bidirectional Associative Memory. Nareg Berberian, Zoya Aamir, Sébastien Hélie, Sylvain Chartier |
| 2016 | Enhanced SVR ensembles for wind power prediction. Wei Lee Woon, Oliver Kramer |
| 2016 | Enhancing bidirectional association between deep image representations and loosely correlated texts. Qiuwen Chen, Qinru Qiu |
| 2016 | Enhancing deep extreme learning machines by error backpropagation. Migel D. Tissera, Mark D. McDonnell |
| 2016 | Enhancing multi-label classification based on local label constraints and classifier chains. Benhui Chen, Weite Li, Yuqing Zhang, Jinglu Hu |
| 2016 | Enhancing temporal alignment with autoencoder regularization. Liquan Nie, Yuanyuan Wang, Xiang Zhang, Xuhui Huang, Zhigang Luo |
| 2016 | Ensemble LSDD-based change detection tests. Li Bu, Cesare Alippi, Dongbin Zhao |
| 2016 | Ensemble Minimum Sum of Squared Similarities sampling for Nyström-based spectral clustering. Djallel Bouneffouf, Inanç Birol |
| 2016 | Estimation of Effective Fronto-Parietal connectivity during Motor Imagery using partial granger causality analysis. Dheeraj Rathee, Hubert Cecotti, Girijesh Prasad |
| 2016 | Estimation of states of a nonlinear plant using Dynamic Neural Network and Kalman Filter. Alok Kanti Deb, Dibyendu Guha |
| 2016 | Evaluation of machine learning methods to predict knee loading from the movement of body segments. Ahmed J. Aljaaf, Abir Jaafar Hussain, Paul Fergus, Andrzej Przybyla, Gabor J. Barton |
| 2016 | Event identification and assertion from social media using auto-extendable knowledge base. Ahmed Talal Suliman, Khaled Al Kaabi, Di Wang, Ahmad Al-Rubaie, Ahmed Al Dhanhani, Dymitr Ruta, John Davies, Sandra Stincic Clarke |
| 2016 | Event-sampled adaptive neural network control of robot manipulators. Vignesh Narayanan, Sarangapani Jagannathan |
| 2016 | Evolutionary cellular automata based approach to high-dimensional image segmentation for GPU projection. Becerra Priego, Richard J. Duro, Javier Lopez-Fandino, Dora Blanco Heras, Francisco Argüello |
| 2016 | Evolutionary lazy learning for Naive Bayes classification. Yu Bai, Haishuai Wang, Jia Wu, Yun Zhang, Jing Jiang, Guodong Long |
| 2016 | Evolving Spiking Neural Networks of artificial creatures using Genetic Algorithm. Elahe Eskandari, Arash Ahmadi, Shaghayegh Gomar, Majid Ahmadi, Mehrdad Saif |
| 2016 | Evolving type-2 recurrent fuzzy neural network. Mahardhika Pratama, Edwin Lughofer, Meng Joo Er, J. Wenny Rahayu, Tharam S. Dillon |
| 2016 | Exploiting monotonicity constraints to reduce label noise: An experimental evaluation. Ad Feelders, Tijmen Kolkman |
| 2016 | Exploiting the short-term to long-term plasticity transition in memristive nanodevice learning architectures. Christopher H. Bennett, Selina La Barbera, Adrien F. Vincent, Jacques-Olivier Klein, Fabien Alibart, Damien Querlioz |
| 2016 | Exploiting the value of class labels in topic models for semi-supervised document classification. Hossein Soleimani, David J. Miller |
| 2016 | Exploring deep features from brain tumor magnetic resonance images via transfer learning. Renhao Liu, Lawrence O. Hall, Dmitry B. Goldgof, Mu Zhou, Robert A. Gatenby, Kaoutar Ben Ahmed |
| 2016 | Exploring machine learning methods for the Star/Galaxy Separation Problem. Eduardo Machado, Marcello Serqueira, Eduardo S. Ogasawara, Ricardo Ogando, Marcio A. G. Maia, Luiz Nicolaci da Costa, Riccardo Campisano, Gustavo Paiva Guedes, Eduardo Bezerra |
| 2016 | Exploring multimodal video representation for action recognition. Cheng Wang, Haojin Yang, Christoph Meinel |
| 2016 | Exploring the space of adversarial images. Pedro Tabacof, Eduardo Valle |
| 2016 | Extended Kalman filter under maximum correntropy criterion. Xi Liu, Hua Qu, Ji-hong Zhao, Badong Chen |
| 2016 | Extraction of interaction information between breeding cows with GPS and its application to estrus detection. Kengo Matsumoto, Kenji Oyama, Takeshi Honda, Takenao Ohkawa |
| 2016 | Extreme Learning Machines for approximating nonlinear dimensionality reduction mappings: Application to Haptic handwritten signatures. Julio J. Valdés, Fawaz A. Alsulaiman, Abdulmotaleb El Saddik |
| 2016 | FEDD: Feature Extraction for Explicit Concept Drift Detection in time series. Rodolfo Carneiro Cavalcante, Leandro L. Minku, Adriano L. I. Oliveira |
| 2016 | FTMF: Recommendation in social network with Feature Transfer and Probabilistic Matrix Factorization. Zhi-Lin Zhao, Chang-Dong Wang, Yuan-Yu Wan, Jian-Huang Lai, Dong Huang |
| 2016 | Face Super Resolution for VLQ facial images via parent patch matching. Liang Chen, Ruimin Hu, Zhen Han, Zhongyuan Wang, Qing Li, Zheng Lu |
| 2016 | Face recognition by humans performed on basis of linguistic descriptors and neural networks. Michal Dolecki, Pawel Karczmarek, Adam Kiersztyn, Witold Pedrycz |
| 2016 | Face recognition using locality sparsity preserving projections. Ying Wen, Shicheng Yang, Lili Hou, Hongda Zhang |
| 2016 | Facial expression Recognition based on Motion Estimation. Hemir da Cunha Santiago, Tsang Ing Ren, George D. C. Cavalcanti |
| 2016 | Facial expression recognition using a pairwise feature selection and classification approach. Marcelo J. Cossetin, Júlio C. Nievola, Alessandro L. Koerich |
| 2016 | Facial skin beautification via sparse representation over learned layer dictionary. Xi Lu, Xiaobin Chang, Xiaohua Xie, Jianfang Hu, Wei-Shi Zheng |
| 2016 | Fast Entropy Clustering of sparse high dimensional binary data. Marek Smieja, Szymon Nakoneczny, Jacek Tabor |
| 2016 | Fast Kernel-based method for anomaly detection. Anh Le, Trung Le, Khanh Nguyen, Van Nguyen, Thai Hoang Le, Dat Tran |
| 2016 | Fast classifier learning under bounded computational resources using Partitioned Restricted Boltzmann Machines. Hasari Tosun, John W. Sheppard |
| 2016 | Fast pedestrian detection based on object proposals and HOG. Shengke Wang, Lianghua Duan, Cui Zhang, Long Chen, Guoan Cheng, Jingai Yu |
| 2016 | Fast training of convolutional neural network classifiers through extreme learning machines. Youngwoo Yoo, Se-Young Oh |
| 2016 | Fast trajectory clustering using Hashing methods. Iván Sánchez, Zay Maung Maung Aye, Benjamin I. P. Rubinstein, Kotagiri Ramamohanarao |
| 2016 | Fault analysis of High Speed Train with DBN hierarchical ensemble. Chao Guo, Yan Yang, Hong Pan, Tianrui Li, Weidong Jin |
| 2016 | Feature extraction for classification method using principal component based on conformal geometric algebra. Minh Tuan Pham, Phuc Hao Do, Kanta Tachibana |
| 2016 | Feature leaning with deep Convolutional Neural Networks for screening patients with paroxysmal atrial fibrillation. Bahareh Pourbabaee, Mehrsan Javan Roshtkhari, Khashayar Khorasani |
| 2016 | Feature selection of autoregressive Neural Network inputs for trend Time Series Forecasting. Sven F. Crone, Stephan Hager |
| 2016 | Feature selection via competitive levy flights. Matej Mojzes, Martin Klimt, Jaromír Kukal, Ivo Bukovsky, Jan Vrba, Jan Pitel |
| 2016 | Feature space distance metric learning for discriminant graph embedding. Bo Li, Zhang-Tao Fan, Xiaolong Zhang |
| 2016 | Filterbank learning for deep neural network based polyphonic sound event detection. Emre Cakir, Ezgi Can Ozan, Tuomas Virtanen |
| 2016 | Finite and infinite horizon optimal triggering of networked control systems. Ali Heydari |
| 2016 | Finite-time stability analysis of fractional order delayed memristive neural networks. Ruoxia Li, Jinde Cao, Ying Wan |
| 2016 | Forecasting wind power - an ensemble technique with gradual coopetitive weighting based on weather situation. Andre Gensler, Bernhard Sick |
| 2016 | Functionally expanded streaming data as input to classification processes using ensembles of constructive neural networks. João Roberto Bertini Jr., Maria do Carmo Nicoletti |
| 2016 | Fuzzy Kernel Stochastic Gradient Descent machines. Tuan Nguyen, Phuong Duong, Trung Le, Anh Le, Viet Ngo, Dat Tran, Wanli Ma |
| 2016 | GPU simulator of multilayer neural network based on multi-valued neurons. Christian Hacker, Igor N. Aizenberg, Jeffrey Wilson |
| 2016 | GTM Mixture through time for sequential data. Rakia Jaziri, Faicel Chamroukhi, Mustapha Lebbah, Younès Bennani |
| 2016 | Gait fingerprinting-based user identification on smartphones. Muhammad Ahmad, Adil Mehmood Khan, Joseph Alexander Brown, Stanislav I. Protasov, Asad Masood Khattak |
| 2016 | Game-theoretic tracking control for actuator attack attenuation in cyber-physical systems. Kyriakos G. Vamvoudakis |
| 2016 | Gate/source-overlapped heterojunction Tunnel FET-based LAMSTAR neural network and its Application to EEG Signal Classification. Susmita Dey Manasi, Amit Ranjan Trivedi |
| 2016 | Gated Recurrent Neural Tensor Network. Andros Tjandra, Sakriani Sakti, Ruli Manurung, Mirna Adriani, Satoshi Nakamura |
| 2016 | Gaussian Process kernels for popular state-space time series models. Alexander Grigorievskiy, Juha Karhunen |
| 2016 | Gene expression data clustering using tree-like SOMs with evolving splitting-merging structures. Marian B. Gorzalczany, Filip Rudzinski, Jakub Piekoszewski |
| 2016 | Generalized Correntropy Matching Pursuit: A novel, robust algorithm for sparse decomposition. Carlos A. Loza, José C. Príncipe |
| 2016 | Generalized cascade classification model with customized transformation based ensembles. Judith Neugebauer, Jörg Bremer, Christian Hinrichs, Oliver Kramer, Michael Sonnenschein |
| 2016 | Generalized correntropy induced loss function for deep learning. Liangjun Chen, Hua Qu, Ji-hong Zhao |
| 2016 | Generating binary tags for fast medical image retrieval based on convolutional nets and Radon Transform. Xinran Liu, Hamid R. Tizhoosh, Jonathan Kofman |
| 2016 | Granular multiple birth support vector machine based on weighted linear loss. Shifei Ding, Xiekai Zhang |
| 2016 | Grasp the implicit features: Hierarchical emotion classification based on topic model and SVM. Fan Zhang, Hua Xu, Jiushuo Wang, Xiaomin Sun, Junhui Deng |
| 2016 | Group activity description and recognition based on trajectory analysis and neural networks. Jorge Azorín López, Marcelo Saval-Calvo, Andrés Fuster Guilló, José García Rodríguez, Miguel Cazorla, María Teresa Signes Pont |
| 2016 | Gödel vs. aristotle: Algorithmic complexity, models of the Mind, and top representations. Leonid I. Perlovsky |
| 2016 | Hardware implementation of deep brain stimulator on a biophysical neural population model. Ehsan Karami, Arash Ahmadi, Majid Ahmadi, Mehrdad Saif |
| 2016 | Hermes: An Optimization of HyperLogLog Counting in real-time data processing. Yunxiang Zhao, Songtao Guo, Yuanyuan Yang |
| 2016 | Heterogeneous extreme learning machines. Julio J. Valdés |
| 2016 | Heuristic dynamic programming for mobile robot path planning based on Dyna approach. Seaar Al Dabooni, Donald Wunsch |
| 2016 | Hidden Markov model inference in an Associative memory architecture. Jussi H. Poikonen, Mika Laiho, Eero Lehtonen, Timo Knuutila |
| 2016 | Hierarchical classification for dealing with the Class imbalance problem. Mohamed Bahy Bader-El-Den, Eleman Teitei, Mo Adda |
| 2016 | Hierarchical dynamic neural networks for cascade system modeling with application to wastewater treatment. Wen Yu, Xiaoou Li, Daniel Munoz Carrillo |
| 2016 | High accuracy implementation of Adaptive Exponential integrated and fire neuron model. Aliasghar Makhlooghpour, Hamid Soleimani, Arash Ahmadi, Mark Zwolinski, Mehrdad Saif |
| 2016 | How complex-valued multilayer perceptron can predict the behavior of deterministic chaos. Seiya Satoh, Ryohei Nakano |
| 2016 | How to confine errors in negative correlation learning. Yong Liu |
| 2016 | Human action recognition based on discriminative supervoxels. Yanan Guo, Wei Ma, Lijuan Duan, Qing En, Juncheng Chen |
| 2016 | Human activity recognition based on mid-level representations in video surveillance applications. Slim Abdelhedi, Ali Wali, Adel M. Alimi |
| 2016 | Human skeleton matching for e-learning of dance using a probabilistic neural network. Sriparna Saha, Rimita Lahiri, Amit Konar, Bonny Banerjee, Atulya K. Nagar |
| 2016 | Hybrid neural networks for social emotion detection over short text. Xiangsheng Li, Jianhui Pang, Biyun Mo, Yanghui Rao |
| 2016 | Hybrid weather-based ANN for forecasting the production of a real wind power plant. Mattia Morina, Francesco Grimaccia, Sonia Leva, Marco Mussetta |
| 2016 | Hyperbolic linear units for deep convolutional neural networks. Jia Li, Hua Xu, Junhui Deng, Xiaomin Sun |
| 2016 | Identification of minimal timespan problem for recurrent neural networks with application to cyclone wind-intensity prediction. Ratneel Deo, Rohitash Chandra |
| 2016 | Image registration with artificial neural networks using spatial and frequency features. Pramod Gadde, Xiao-Hua Yu |
| 2016 | Image representation via sub-dictionary based sparse coding. Bingxin Xu, Qian Yin, Ping Guo, Hongzhe Liu |
| 2016 | Image segmentation based on Prototypes Extraction and Merging of clusters in multiple spaces. Xiaofeng Shi, Furao Shen, Jinxi Zhao |
| 2016 | Image stitching with single-hidden layer feedforward neural networks. Min Yan, Qian Yin, Ping Guo |
| 2016 | Improving accuracy of Gaussian mixture model classifiers with additional discriminative training. Ajay M. Patrikar, John P. Baker |
| 2016 | Improving anytime behavior for traffic signal control optimization based on NSGA-II and local search. Phuong Thi Mai Nguyen, Benjamin N. Passow, Yingjie Yang |
| 2016 | Improving automatic cardiac arrhythmia classification: Joining temporal-VCG, complex networks and SVM classifier. Gabriel Garcia, Gladston J. P. Moreira, Eduardo José da S. Luz, David Menotti |
| 2016 | Improving decision trees by Tsallis Entropy Information Metric method. Yisen Wang, Chao-Bing Song, Shu-Tao Xia |
| 2016 | Improving the Incremental Gaussian Mixture Neural Network model for spatial interpolation and geostatistical simulation. Sérgio Aurélio Ferreira Soares, Guenther Schwedersky Neto, Mauro Roisenberg |
| 2016 | In the quest of efficient hardware implementations of dynamic neural fields: An experimental study on the influence of the kernel shape. Benoit Chappet de Vangel, Jérémy Fix |
| 2016 | Incremental nearest neighborhood graph for data stream clustering. Ibrahim Louhi, Lydia Boudjeloud-Assala, Thomas Tamisier |
| 2016 | Individual distinguishing pheromone in a multi-robot system for a Balanced Partitioned Surveillance task. Rodrigo Calvo, Ademir Aparecido Constantino, Maurício F. Figueiredo |
| 2016 | Induction motor torque control via discrete-time neural sliding mode. Eduardo Quintero-Manríquez, Edgar N. Sánchez, Ramon A. Felix |
| 2016 | Information Theoretic-Learning auto-encoder. Eder Santana, Matthew Emigh, José C. Príncipe |
| 2016 | Integrating convolutional neural networks into a sparse distributed representation model based on mammalian cortical learning. Daniel E. Padilla, Mark D. McDonnell |
| 2016 | Intelligent system of speech recognition using Neural Networks based on DCT parametric models of low order. Priscila Lima Rocha, Washington Luis Santos Silva |
| 2016 | Intermittent fault estimation for satellite attitude control systems based on the unknown input observer. Xin Wen, Yaping Zhu |
| 2016 | Internet traffic classification based on Min-Max Ensemble Feature Selection. Yinxiang Huang, Yun Li, Baohua Qiang |
| 2016 | Joint lp- and l2, p-norm minimization for subspace clustering with outlier pursuit. Ming-Bo Zhao, Zhao Zhang, Wenlong Cheng |
| 2016 | Joint nuclear-norm nonlinear Manifold Learning and robust Classification by linear embedding. Yan Zhang, Zhao Zhang, Lei Jia, Fanzhang Li |
| 2016 | Kernel adaptive filtering under generalized Maximum Correntropy Criterion. Yicong He, Fei Wang, Jing Yang, Hai-Jun Rong, Badong Chen |
| 2016 | Kernel selection with evolutionary algorithm for multiple kernel independent component analysis. Peng Wu, Qian Yin, Ping Guo |
| 2016 | LATTE: Low-power Audio Transform with TrueNorth Ecosystem. Wei-Yu Tsai, Davis R. Barch, Andrew S. Cassidy, Michael V. DeBole, Alexander Andreopoulos, Bryan L. Jackson, Myron D. Flickner, Dharmendra S. Modha, Jack Sampson, Vijaykrishnan Narayanan |
| 2016 | LGMD and DSNs neural networks integration for collision predication. Guopeng Zhang, Chun Zhang, Shigang Yue |
| 2016 | LRI: A low rank approach to non-local sparse representation for image interpolation. Mingli Zhang, Qiang Qu, Sadegh Nobari, Christian Desrosiers |
| 2016 | LVC: Local Variance-based Clustering. Rania Ibrahim, Ahmed Elbagoury, Mohamed S. Kamel, Fakhri Karray |
| 2016 | Large Scale Metric learning. Zay Maung Maung Aye, Kotagiri Ramamohanarao, Benjamin I. P. Rubinstein |
| 2016 | Large scale spatial temporal data visualization based on spark and 3D volume rendering. Bo Mao, Zhengchun Yu, Jie Cao |
| 2016 | Large-scale prediction of drug-target interactions from deep representations. Peng-Wei, Keith C. C. Chan, Zhu-Hong You |
| 2016 | Learning Boltzmann machine with EM-like method. Jinmeng Song, Chun Yuan |
| 2016 | Learning a metric for class-conditional KNN. Daniel Jiwoong Im, Graham W. Taylor |
| 2016 | Learning and ensembling lexicographic preference trees with multiple kernels. Kelwin Fernandes, Jaime S. Cardoso, Héctor Palacios |
| 2016 | Learning auditory neural representations for emotion recognition. Pablo V. A. Barros, Cornelius Weber, Stefan Wermter |
| 2016 | Learning compact binary codes from higher-order tensors via Free-Form Reshaping and Binarized Multilinear PCA. Haiping Lu, Jianxin Wu, Yu Zhang |
| 2016 | Learning control of population transfer between subspaces of quantum systems using an adaptive target scheme. Wei Zhang, Daoyi Dong, Ian R. Petersen |
| 2016 | Learning from wireless: A prospective approach to Human-Centered Computing. Yong Lu, Shaohe Lv, Xue Yang, Xiaodong Wang, Min-ne Li, Xingming Zhou |
| 2016 | Learning perceptual texture similarity and relative attributes from computational features. Jianwen Lou, Lin Qi, Junyu Dong, Hui Yu, Guoqiang Zhong |
| 2016 | Learning space model for educational social networks. Thanh Tam Nguyen, Insu Song |
| 2016 | Learning to link human objects in videos and advertisements with clothes retrieval. Haijun Zhang, Shuang Wang, Xiong Cao, Heng Yue, Ke Wang |
| 2016 | Learning with only multiple instance positive bags. Zhigang Wang, Zeng-Shun Zhao, Changshui Zhang |
| 2016 | Least mean p-power extreme learning machine for obstacle avoidance of a mobile robot. Jing Yang, Pengpeng Chen, Hai-Jun Rong, Badong Chen |
| 2016 | Life stage based recommendation in e-commerce. Bin Guo, Kai Dou, Li Kuang |
| 2016 | Line-wise text identification in comic books: A support vector machine-based approach. Srikanta Pal, Jean-Christophe Burie, Umapada Pal, Jean-Marc Ogier |
| 2016 | Local adaptive receptive field dimension selective self-organizing map for multi-view clustering. Victor Oliveira Antonino, Aluízio F. R. Araújo |
| 2016 | Locally imposing function for Generalized Constraint Neural Networks - A study on equality constraints. Linlin Cao, Ran He, Bao-Gang Hu |
| 2016 | Log-Demons with driving force for large deformation image registration. Le Zhang, Ying Wen |
| 2016 | Longitudinal study of alzheimer's disease degeneration through EEG data analysis with a NeuCube spiking neural network model. Elisa Capecci, Zohreh Gholami Doborjeh, Nadia Mammone, Fabio La Foresta, Francesco Carlo Morabito, Nikola K. Kasabov |
| 2016 | Loop closure detection for visual SLAM using PCANet features. Yifan Xia, Jie Li, Lin Qi, Hao Fan |
| 2016 | Low level visual feature extraction by learning of multiple tasks for Convolutional Neural Networks. Hidenori Ide, Takio Kurita |
| 2016 | Low-rank representation based traffic data completion method. Rong Du, Yong Zhang, Boyue Wang, Hao Liu, Guanglei Qi, Baocai Yin |
| 2016 | Lung nodule detection in CT images using deep convolutional neural networks. Rotem Golan, Christian Jacob, Jörg Denzinger |
| 2016 | Lyapunov filtering of objectivity for Spanish Sentiment Model. Iti Chaturvedi, Erik Cambria, David Vilares |
| 2016 | MMMs-induced k-member co-clustering for k-anonymization of cooccurrence information. Katsuhiro Honda, Hikaru Sakamoto, Seiki Ubukata, Akira Notsu |
| 2016 | MTS-DeepNet for lane change prediction. Xipeng Wang, Yi Lu Murphey, Dev S. Kochhar |
| 2016 | Mahalanobis distance metric learning algorithm for instance-based data stream classification. Jorge Luis Rivero Pérez, Bernardete Ribeiro, Carlos Morell Pérez |
| 2016 | Manifold Gaussian Processes for regression. Roberto Calandra, Jan Peters, Carl Edward Rasmussen, Marc Peter Deisenroth |
| 2016 | Manifold locality constrained low-rank representation and its applications. Cong-Zhe You, Xiaojun Wu, Vasile Palade, Abdulrahman Altahhan |
| 2016 | Manifold optimization for nonnegative coefficient logistic regression. Xia Hong, Junbin Gao |
| 2016 | Manifold regularization based approximate value iteration for learning control. Hongliang Li, Miao He, Xunan Zhang, Changrui Ren |
| 2016 | Margined Winner-Take-All: New learning rule for pattern recognition. Kunihiko Fukushima |
| 2016 | Match memory recurrent networks. Spyridon Samothrakis, Tom Vodopivec, Maria Fasli, Michael Fairbank |
| 2016 | Matrix Variate Restricted Boltzmann Machine. Guanglei Qi, Yanfeng Sun, Junbin Gao, Yongli Hu, Jinghua Li |
| 2016 | Maximum Class Boundary Criterion for supervised dimensionality reduction. K. Ramachandra Murthy, Ajoy Mondal, Ashish Ghosh |
| 2016 | Measuring sleep quality from EEG with machine learning approaches. Li-Li Wang, Wei-Long Zheng, Hai-Wei Ma, Bao-Liang Lu |
| 2016 | Measuring the complexity of regression problems. Aron I. Maciel, Ivan G. Costa, Ana Carolina Lorena |
| 2016 | Memristor crossbar deep network implementation based on a Convolutional neural network. Chris Yakopcic, Md. Zahangir Alom, Tarek M. Taha |
| 2016 | Meta-cognitive Regression Neural Network for function approximation: Application to Remaining Useful Life estimation. G. Sateesh Babu, Xiaoli Li, Suresh Sundaram |
| 2016 | Meta-learning with neural networks and landmarking for forecasting model selection an empirical evaluation of different feature sets applied to industry data. Mirko Kück, Sven F. Crone, Michael Freitag |
| 2016 | Minimum Description Length Principle applied to structure adaptation for classification under concept drift. Pierre-Alexandre Murena, Antoine Cornuéjols |
| 2016 | Mining subcascade features for cascade outbreak prediction in big networks. Haishuai Wang, Jia Wu, Chuan Zhou, Zhenyan Ji, Jun Wu |
| 2016 | Mixture modeling with compact support distributions for unsupervised learning. Ambedkar Dukkipati, Debarghya Ghoshdastidar, Jinu Krishnan |
| 2016 | Model reference multiple-degree-of-freedom adaptive control with HONUs. Ivo Bukovsky, Peter Benes, Martin Vesely, Jan Pitel, Madan M. Gupta |
| 2016 | Model-free reinforcement learning for nonlinear zero-sum games with simultaneous explorations. Qichao Zhang, Dongbin Zhao, Yuanheng Zhu, Xi Chen |
| 2016 | Modeling quasi-periodic lightcurves using neuropercolation. Catalina Elzo, Pablo A. Estévez, Robert Kozma |
| 2016 | Modeling subjectiveness in emotion recognition with deep neural networks: Ensembles vs soft labels. Haytham M. Fayek, Margaret Lech, Lawrence Cavedon |
| 2016 | Modelling the generation of tinnitus in a silent environment. Richard Gault, T. Martin McGinnity, Sonya A. Coleman |
| 2016 | Modelling the restoration of activity in a biological neural network. Filipa dos Santos, Jannetta S. Steyn, Peter Andras |
| 2016 | Modified Elman neural network based neural adaptive inverse control of rate-dependent hysteresis. Liang Deng, Rudolf J. Seethaler, YangQuan Chen, Ping Yang, Qiming Cheng |
| 2016 | Modular expansion of the hidden layer in Single Layer Feedforward neural Networks. Migel D. Tissera, Mark D. McDonnell |
| 2016 | Modularity analysis of brain network under real-time working memory feedback training. Xueli Yu, Xiaojie Zhao |
| 2016 | Modularity optimization by Global-Local Search. Xun Wang, Chang-Dong Wang, Jian-Huang Lai |
| 2016 | Motor-based autonomous grounding in a model of the fly optic flow system. Amey Parulkar, Yoonsuck Choe |
| 2016 | Movie genre classification with Convolutional Neural Networks. Gabriel S. Simoes, Jonatas Wehrmann, Rodrigo C. Barros, Duncan D. Ruiz |
| 2016 | Multi-Modal Local Receptive Field Extreme Learning Machine for object recognition. Fengxue Li, Huaping Liu, Xinying Xu, Fuchun Sun |
| 2016 | Multi-digit image synthesis using recurrent conditional variational autoencoder. Haoze Sun, Weidi Xu, Chao Deng, Ying Tan |
| 2016 | Multi-fidelity matryoshka neural networks for constrained IoT devices. Sam Leroux, Steven Bohez, Elias De Coninck, Tim Verbelen, Bert Vankeirsbilck, Pieter Simoens, Bart Dhoedt |
| 2016 | Multi-instance graphical transfer clustering for traffic data learning. Shan Xue, Jie Lu, Jia Wu, Guangquan Zhang, Li Xiong |
| 2016 | Multi-label semi-supervised learning using regularized kernel spectral clustering. Siamak Mehrkanoon, Johan A. K. Suykens |
| 2016 | Multi-patch deep features for power line insulator status classification from aerial images. Zhenbing Zhao, Guozhi Xu, Yincheng Qi, Ning Liu, Tiefeng Zhang |
| 2016 | Multi-source Multi-view Clustering via discrepancy penalty. Weixiang Shao, Jiawei Zhang, Lifang He, Philip S. Yu |
| 2016 | Multi-step-ahead forecasting using kernel adaptive filtering. Sergio García-Vega, Germán Castellanos-Domínguez, Michel Verleysen, John Aldo Lee |
| 2016 | Multi-swarms Dynamic Convergence Optimization for object tracking. Feng Sha, Wanming Huang, Yuk Ying Chung, Ying Zhou, Kevin K. Y. Kuan, Wei-Chang Yeh |
| 2016 | Multi-target osteosarcoma MRI recognition with texture context features based on CRF. Wen-Bo Huang, Dunwei Wen, Yang Yan, Man Yuan, Ke Wang |
| 2016 | Multi-valued autoencoders for multi-valued neural networks. Ryusuke Hata, Kazuyuki Murase |
| 2016 | Multidimensional scaling based knowledge provision for new questions in community Question Answering systems. Siqi Xiang, Wenge Rong, Yikang Shen, Yuanxin Ouyang, Zhang Xiong |
| 2016 | Multilayer perceptron with Cuckoo search in water level prediction for flood forecasting. Suwannee Phitakwinai, Sansanee Auephanwiriyakul, Nipon Theera-Umpon |
| 2016 | Multimedia recommendation system using Adaptive Resonance Theory neural model for digital storytelling. Ju-Youn Park, Woo-Ri Ko, Jong-Hwan Kim |
| 2016 | Multiple adaptive kernel size KLMS for Beijing PM2.5 prediction. Zheng Cao, Shujian Yu, Guibiao Xu, Badong Chen, José C. Príncipe |
| 2016 | Multivariate electricity consumption prediction with Extreme Learning Machine. Hui Song, A. K. Qin, Flora D. Salim |
| 2016 | Multiway analysis of EEG artifacts based on Block Term Decomposition. Sim Kuan Goh, Hussein A. Abbass, Kay Chen Tan, Abdullah Al Mamun, Cuntai Guan, Chuanchu Wang |
| 2016 | NFLB dropout: Improve generalization ability by dropping out the best -A biologically inspired adaptive dropout method for unsupervised learning. Peijie Yin, Lu Qi, Xuanyang Xi, Bo Zhang, Hong Qiao |
| 2016 | Natural neighbor-based clustering algorithm with density peeks. Dongdong Cheng, Qingsheng Zhu, Jinlong Huang, Lijun Yang |
| 2016 | Ncfm: Accurate handwritten digits recognition using Convolutional Neural Networks. Yan Yin, Junmin Wu, Huanxin Zheng |
| 2016 | Nearest Neighbour Search using binary neural networks. Demetrio Ferro, Vincent Gripon, Xiaoran Jiang |
| 2016 | Network structural optimization based on swarm intelligence for highlevel classification. Murillo G. Carneiro, Liang Zhao, Ran Cheng, Yaochu Jin |
| 2016 | Networked control of unmanned vehicle using wavelet-based generalized predictive controller. Hamid Khodabandehlou, Mohammed Sami Fadali |
| 2016 | Neural Field: Supervised apportioned incremental learning (SAIL). Justin Lovinger, Iren Valova |
| 2016 | Neural Turing Machine for sequential learning of human mobility patterns. Jan Tkacik, Pavel Kordík |
| 2016 | Neural forecasting of the day-ahead hourly power curve of a photovoltaic plant. Emanuele Ogliari, Alessandro Gandelli, Francesco Grimaccia, Sonia Leva, Marco Mussetta |
| 2016 | Neural network based denoised methods for retinal fundus images and MRI brain images. Toufique Ahmed Soomro, Junbin Gao |
| 2016 | Neural network-based attack detection in nonlinear networked control systems. Haifeng Niu, Sarangapani Jagannathan |
| 2016 | Neural network-based event-triggered control design of nonlinear continuous-time systems with variable sampling. Songlin Hu, Dong Yue, Xiuxia Yin, Xiangpeng Xie |
| 2016 | Neural network-based load forecasting and error implication for short-term horizon. Swasti R. Khuntia, José L. Rueda, Mart A. M. M. van der Meijden |
| 2016 | Neural-network-based robust optimal control of uncertain nonlinear systems using model-free policy iteration algorithm. Chao Li, Ding Wang, Derong Liu |
| 2016 | Neuro-fuzzy learning of locust's marching in a Swarm. Gil Segal, Amiram Moshaiov, Guy Amichay, Amir Ayali |
| 2016 | New efficient clustering quality indexes. Jean-Charles Lamirel, Nicolas Dugué, Pascal Cuxac |
| 2016 | Node label matching improves classification performance in Deep Belief Networks. Allan Campbell, Vic Ciesielski, A. K. Qin |
| 2016 | Non-negative matrix factorization for non-parametric and unsupervised image clustering and segmentation. Dimah Dera, Nidhal Bouaynaya, Robi Polikar, Hassan M. Fathallah-Shaykh |
| 2016 | Non-parametric Hidden Conditional Random Fields for action classification. Natraj Raman, Stephen J. Maybank |
| 2016 | Nonlinear dictionary learning based deep neural networks. Hui Zhang, Huaping Liu, Rui Song, Fuchun Sun |
| 2016 | Nonlinear non-negative matrix factorization using deep learning. Hui Zhang, Huaping Liu, Rui Song, Fuchun Sun |
| 2016 | Nonlinear programming problem solving based on winner take all emotional neural network for tensegrity structure design. N. Lotfi, Ehsan Lotfi, R. Mirzaei, Abbas Khosravi, Saeid Nahavandi |
| 2016 | Nonparametrically Guided Autoencoder with Laplace Approximation for dimensionality reduction. Xinwei Jiang, Xin Song, Junbin Gao, Zhihua Cai, Dongmei Zhang |
| 2016 | O(1) time sorting algorithms using spiking neurons. Samya Bagchi, Srikrishna S. Bhat, Atul Kumar |
| 2016 | Object proposals using SVM-based integrated model. Wenjing Geng, Shuzhen Li, Tongwei Ren, Gangshan Wu |
| 2016 | Offline Arabic Handwritten recognition system with dropout applied in Deep networks based-SVMs. Mohamed Elleuch, Raouia Mokni, Monji Kherallah |
| 2016 | On adaptive pinning consensus for dynamic multi-agent networks with general connected topology. Lianghao Ji, Yi Tang, Qun Liu, Xiaofeng Liao |
| 2016 | On approximating networks centrality measures via neural learning algorithms. Felipe Grando, Luís C. Lamb |
| 2016 | On improving the efficiency of complex-valued ELM. B. Chandra, Rajesh Kumar Sharma |
| 2016 | On the design of phase locked loop oscillatory neural networks: Mitigation of transmission delay effects. Rongye Shi, Thomas C. Jackson, Brian Swenson, Soummya Kar, Lawrence T. Pileggi |
| 2016 | On the energy benefits of spiking deep neural networks: A case study. Bing Han, Abhronil Sengupta, Kaushik Roy |
| 2016 | On the importance of pair-wise feature correlations for image classification. Mark D. McDonnell, Robby G. McKilliam, Philip de Chazal |
| 2016 | On the performance of pairings of activation and loss functions in neural networks. Rodrigo G. F. Soares, Emeson J. S. Pereira |
| 2016 | On the synergism of evolutionary neuro-fuzzy system. Vivek Srivastava, Bipin K. Tripathi, Vinay K. Pathak, Anand Tiwari |
| 2016 | One-class classification through mutual information minimization. Lorenzo Livi, Cesare Alippi |
| 2016 | One-class extreme learning machines for gas turbine combustor anomaly detection. Weizhong Yan |
| 2016 | Online data centering modifications for adaptive filtering with NLMS algorithm. Matous Cejnek, Ivo Bukovsky |
| 2016 | Online metric learning for an adaptation to confidence drift. Lydia Fischer, Barbara Hammer, Heiko Wersing |
| 2016 | Online model-free sensor fault identification and dictionary learning in Cyber-Physical Systems. Cesare Alippi, Stavros Ntalampiras, Manuel Roveri |
| 2016 | Online neuro-identification of nonlinear systems using Extreme Learning Machine. Emerson Grzeidak, José Alfredo Ruiz Vargas, Sadek Crisóstomo Absi Alfaro |
| 2016 | Online non-negative dictionary learning via moment information for sparse Poisson coding. Xiaotian Yu, Haiqin Yang, Irwin King, Michael R. Lyu |
| 2016 | Online time series prediction with meta-cognition. Koshy George, Prabhanjan Mutalik |
| 2016 | Online variational Bayesian Support Vector Regression. Siqi Deng, Kan Gao, Changying Du, Wenjing Ma, Guoping Long, Yucheng Li |
| 2016 | Optimal output synchronization of nonlinear multi-agent systems using approximate dynamic programming. Hamidreza Modares, Frank L. Lewis, Ali Davoudi |
| 2016 | Optimal self-learning control scheme for discrete-time nonlinear systems using local value iteration. Qinglai Wei, Derong Liu |
| 2016 | Optimal switching of DC-DC voltage converters using approximate dynamic programming. Ali Heydari |
| 2016 | Optimising a constrained echo state network using evolutionary algorithms for learning mental models of complex dynamical systems. Hassan Abdelbari, Kamran Shafi |
| 2016 | Optimization of an electro-optical representation of the C. elegans connectome through neural network cluster analysis. Alexey Petrushin, Lorenzo Ferrara, Axel W. Blau |
| 2016 | Optimizing neural-network learning rate by using a genetic algorithm with per-epoch mutations. Yasusi Kanada |
| 2016 | Order of experimentation for metamodeling tasks. Julian Belz, Konrad Bamberger, Oliver Nelles |
| 2016 | Orthogonal PSO algorithm for optimal dispatch of power of large-scale thermal generating units in smart power grid under power grid constraints. Loau Tawfak Al Bahrani, Jagdish C. Patra, Ryszard Kowalczyk |
| 2016 | Outlier detection in the concept drifting environment. Shin-Ying Huang, Jhe-Wei Lin, Rua-Huan Tsaih |
| 2016 | PSO trained Neural Networks for predicting forest fire size: A comparison of implementation and performance. Jeremy Storer, Robert Green |
| 2016 | Pain recognition and intensity classification using facial expressions. Warren Adam Shier, Svetlana N. Yanushkevich |
| 2016 | Partially affine invariant back propagation. Son Nguyen, Kanishka Tyagi, Parastoo Kheirkhah, Michael T. Manry |
| 2016 | Perception of noise in global illumination based on inductive learning. Joseph Constantin, Ibtissam Constantin, André Bigand, Denis Hamad |
| 2016 | Perceptron rule improvement on FIMT-DD for large traffic data stream. Ari Wibisono, Hanif Arief Wisesa, Wisnu Jatmiko, Petrus Mursanto, Devvi Sarwinda |
| 2016 | Periodic and partly periodic oscillation in Hopfield recurrent neural networks with time-varying input and delays. Chunhua Feng, Rejean Plamondon |
| 2016 | Person re-identification based on deep spatio-temporal features and transfer learning. Shengke Wang, Cui Zhang, Lianghua Duan, Lina Wang, Shan Wu, Long Chen |
| 2016 | Personalised modelling on integrated clinical and EEG Spatio-Temporal Brain Data in the NeuCube Spiking Neural Network system. Maryam Gholami Doborjeh, Nikola K. Kasabov |
| 2016 | Persuasion driven influence analysis in online social networks. Xiaoqian Yi, Xiao Shen, Wei Lu, Tung Shan Chan, Korris Fu-Lai Chung |
| 2016 | Pluralistic ignorance: Emergence and hypotheses testing in a multi-agent system. Fatima B. Seeme, David G. Green |
| 2016 | PointNet: A 3D Convolutional Neural Network for real-time object class recognition. Alberto Garcia-Garcia, Francisco Gomez-Donoso, José García Rodríguez, Sergio Orts-Escolano, Miguel Cazorla, Jorge Azorín López |
| 2016 | Policy iteration for optimal switching with continuous-time dynamics. Tohid Sardarmehni, Ali Heydari |
| 2016 | Polynomial approximation RAM neuron capable of handling true continuous input variables. Paulo J. L. Adeodato, Rosalvo F. Oliveira Neto |
| 2016 | Power transformer disturbance classification based on the wavelet transform and artificial neural networks. Jessika Fonseca Fernandes, Flavio Bezerra Costa, Rodrigo Prado de Medeiros |
| 2016 | Precise 2D point set registration using iterative closest algorithm and correntropy. Guanglin Xu, Shaoyi Du, Jianru Xue |
| 2016 | Predicting protein structural features with NeuroEvolution of Augmenting Topologies. Bruno Grisci, Márcio Dorn |
| 2016 | Predicting the sentiment of SaaS online reviews using supervised machine learning techniques. Asma Musabah Alkalbani, Ahmed Mohamed Ghamry, Farookh Khadeer Hussain, Omar Khadeer Hussain |
| 2016 | Predicting user's multi-interests with network embedding in health-related topics. Zhipeng Jin, Ruoran Liu, Qiudan Li, Daniel Dajun Zeng, YongCheng Zhan, Lei Wang |
| 2016 | Prediction interval-based ANFIS controller for nonlinear processes. Mohammad Anwar Hosen, Abbas Khosravi, Saeid Nahavandi, Lachlan Sinnott |
| 2016 | Prediction of membrane protein structures using a Projection based Meta-cognitive Radial Basis Function Network. R. Shamima, Suresh Sundaram |
| 2016 | Prediction of photoplethysmogram signals using sequential ELM. Amita P. Mahuli, B. Niranjana Krupa, Koshy George |
| 2016 | Predictive planning with neural networks. Russell Ainslie, John A. W. McCall, Siddhartha Shakya, Gilbert Owusu |
| 2016 | Proactive drift detection: Predicting concept drifts in data streams using probabilistic networks. Kylie Chen, Yun Sing Koh, Patricia Riddle |
| 2016 | Probabilistic human mobility model in indoor environment. Bo Tang, Chao Jiang, Haibo He, Yi Guo |
| 2016 | Probabilistic inference using stochastic spiking neural networks on a neurosynaptic processor. Khadeer Ahmed, Amar Shrestha, Qinru Qiu, Qing Wu |
| 2016 | Proposal of polarization state prediction using quaternion neural networks for fading channel prediction in mobile communications. Maoki Hikosaka, Tianben Ding, Akira Hirose |
| 2016 | Pseudo almost periodic solutions of impulsive recurrent neural networks with mixed delays. Hajer Brahmi, Boudour Ammar, Adel M. Alimi, Farouk Chérif |
| 2016 | Quality preserved data summarization for fast hierarchical clustering. Yiqun Zhang, Yiu-ming Cheung, Yang Liu |
| 2016 | Quantifying neural information content: A case study of the impact of hippocampal adult neurogenesis. Craig M. Vineyard, Stephen J. Verzi, Conrad D. James, James B. Aimone |
| 2016 | Query expansion for exploratory search with subtopic discovery in Community Question Answering. Li Gao, Yao Lu, Qin Zhang, Hong Yang, Yue Hu |
| 2016 | RNA-seq data analysis using nonparametric Gaussian process models. Thanh Nguyen, Saeid Nahavandi, Douglas C. Creighton, Abbas Khosravi |
| 2016 | Radon features and barcodes for medical image retrieval via SVM. Shujin Zhu, Hamid R. Tizhoosh |
| 2016 | Random projection below the JL limit. James C. Bezdek, Xiuyi Ye, Mihail Popescu, James Keller, Alina Zare |
| 2016 | Rate coding vs. temporal coding - is optimum between? Mikhail V. Kiselev |
| 2016 | ReRAM Crossbar based Recurrent Neural Network for human activity detection. Yun Long, Eui Min Jung, Jaeha Kung, Saibal Mukhopadhyay |
| 2016 | Real-time reconstruction of EEG signals from compressive measurements via deep learning. Angshul Majumdar, Rabab Kreidieh Ward |
| 2016 | Realization of desired super-stable spike-trains based on digital spiking neurons. Kei Yamaoka, Toshimichi Saito |
| 2016 | Recurrent Neural Identification on Xilinx system generator using V7 FPGA for a 2DOF robot manipulator. Ulises Davalos-Guzman, Carlos E. Castañeda, Pedro Esquivel, F. Jurado Z., Onofre A. Morfin |
| 2016 | Recurrent Temporal Sparse Autoencoder for attention-based action recognition. Miao Xin, Hong Zhang, Mingui Sun, Ding Yuan |
| 2016 | Recurrent lateral inhibitory spiking networks for speech enhancement. Julie A. Wall, Cornelius Glackin, Nigel Cannings, Gérard Chollet, Nazim Dugan |
| 2016 | Recurrent neural network based prediction of indian summer monsoon using global climatic predictors. Moumita Saha, Pabitra Mitra |
| 2016 | Recursive functions in high-dimensional computing with random vectors. Jussi H. Poikonen, Eero Lehtonen, Mika Laiho |
| 2016 | Reducing cold start problems in educational recommender systems. Stanislav Kuznetsov, Pavel Kordík, Tomas Rehorek, Josef Dvorak, Petr Kroha |
| 2016 | Regularized covariance matrix estimation with high dimensional data for supervised anomaly detection problems. Daniel Nikovski, Kiran Byadarhaly |
| 2016 | Relational Fisher Analysis: A general framework for dimensionality reduction. Guoqiang Zhong, Yaxin Shi, Mohamed Cheriet |
| 2016 | Reliable storage and recall of aperiodic spatiotemporal activity patterns using scaffolded attractors. M. Furqan Afzal, Ali A. Minai |
| 2016 | Repairing blackbox constraint violations in Multi-Objective Optimisation by use of decision trees. Timothy Rawlins, Andrew Lewis, Timoleon Kipouros |
| 2016 | Repeated potentiality assimilation: Simplifying learning procedures by positive, independent and indirect operation for improving generalization and interpretation. Ryotaro Kamimura |
| 2016 | Representing logical relations automatically by Probabilistic Logical Dynamical Neural Network. Gang Wang, De-Shuang Huang |
| 2016 | Representing ordinal input variables in the context of ordinal classification. Pedro Antonio Gutiérrez, María Pérez-Ortiz, Javier Sánchez-Monedero, César Hervás-Martínez |
| 2016 | Resistive memory device requirements for a neural algorithm accelerator. Sapan Agarwal, Steven J. Plimpton, David R. Hughart, Alexander H. Hsia, Isaac Richter, Jonathan A. Cox, Conrad D. James, Matthew J. Marinella |
| 2016 | Resp-kNN: A probabilistic k-nearest neighbor classifier for sparsely labeled data. Adrian Calma, Tobias Reitmaier, Bernhard Sick |
| 2016 | Retrieval performance of Hopfield Associative Memory with Complex-valued and Real-valued neurons. Toshifumi Minemoto, Teijiro Isokawa, Nobuyuki Matsui, Masaki Kobayashi, Haruhiko Nishimura |
| 2016 | Riemannian optimization with subspace tracking for low-rank recovery. Qian Li, Wenjia Niu, Gang Li, Jianlong Tan, Gang Xiong, Li Guo |
| 2016 | Road junction detection from 3D point clouds. Danilo Habermann, Carlos E. O. Vido, Fernando Santos Osório, Fabio Tozeto Ramos |
| 2016 | Robotic implementation of classical and Operant Conditioning as a single STDP learning process. Etienne Dumesnil, Philippe-Olivier Beaulieu, Mounir Boukadoum |
| 2016 | Robust L1-norm matrixed locality preserving projection for discriminative subspace learning. Yu Tang, Zhao Zhang, Yan Zhang, Fanzhang Li |
| 2016 | Robust Sparse Subspace Learning for unsupervised feature selection. Feng Wang, Qi Rao, Yongquan Zhang, Xu Chen |
| 2016 | Robust affine iterative closest point algorithm based on correntropy for 2D point set registration. Zongze Wu, Hongchen Chen, Shaoyi Du |
| 2016 | Robust bounded logistic regression in the class imbalance problem. Guibiao Xu, Bao-Gang Hu, José C. Príncipe |
| 2016 | Robust estimation for subspace based classifiers. Hemant Kumar Aggarwal, Angshul Majumdar |
| 2016 | Robust image registration with rotation, scale and translation using Best-Buddies Pairs. Shuang Luo, Yang Yang, Shaoyi Du, Qian Kou |
| 2016 | Robust neural decentralized control for a quadrotor UAV. M. Elena Antonio-Toledo, Edgar N. Sánchez, Alma Y. Alanis |
| 2016 | SAM: A rethinking of prominent convolutional neural network architectures for visual object recognition. Zhenyang Wang, Zhidong Deng, Shiyao Wang |
| 2016 | Scalable focussed entity resolution. Ranganath B. N., Shalabh Bhatnagar |
| 2016 | Scalable large margin online metric learning. Guoqiang Zhong, Yan Zheng, Sheng Li, Yun Fu |
| 2016 | Second order design of multiclass kernel machines. Yilong Hao, Kanishka Tyagi, Rohit Rawat, Michael T. Manry |
| 2016 | Self-Enforcing Networks (SEN) for the development of (medical) diagnosis systems. Christina Klüver |
| 2016 | Self-organizing Neural adaptive tracking control of high speed trains subject to unexpected traction-breaking failures. Rui-Zhen Gao, Yujuan Wang, Jun-Feng Lai, Yongduan Song |
| 2016 | Self-reflective deep reinforcement learning. Abdulrahman Altahhan |
| 2016 | Self-regulated incremental clustering with focused preferences. Di Wang, Ah-Hwee Tan |
| 2016 | Self-repairing mobile robotic car using astrocyte-neuron networks. Junxiu Liu, Jim Harkin, Liam McDaid, David M. Halliday, Andy M. Tyrrell, Jon Timmis |
| 2016 | Semantic segmentation of bioimages using convolutional neural networks. Stiaan Wiehman, Hendrik de Villiers |
| 2016 | Semi-hierarchical naïve Bayes classifier. Hasna Njah, Salma Jamoussi, Walid Mahdi |
| 2016 | Semi-rotation invariant feature descriptors using Zernike moments for MLP classifier. Yu-Bin Yoon, Lae-kyoung Lee, Se-Young Oh |
| 2016 | Semi-supervised auto-encoder based on manifold learning. Yawei Li, Lizuo Jin, A. K. Qin, Changyin Sun, Yew-Soon Ong, Tong Cui |
| 2016 | Semi-supervised co-selection: Features and instances by a weighting approach. Raywat Makkhongkaew, Khalid Benabdeslem, Haytham Elghazel |
| 2016 | Sentic LDA: Improving on LDA with semantic similarity for aspect-based sentiment analysis. Soujanya Poria, Iti Chaturvedi, Erik Cambria, Federica Bisio |
| 2016 | Sentiment classification using Comprehensive Attention Recurrent models. Yong Zhang, Meng Joo Er, Rajasekar Venkatesan, Ning Wang, Mahardhika Pratama |
| 2016 | Sequential appearance-based Global Localization using an ensemble of kNN-DTW classifiers. Avelino Forechi, Alberto Ferreira de Souza, Claudine Badue, Thiago Oliveira-Santos |
| 2016 | Short-term load forecasting using wavenet ensemble approaches. Gabriel Trierweiler Ribeiro, Marcos Cesar Gritti, Helon Vicente Hultmann Ayala, Viviana Cocco Mariani, Leandro dos Santos Coelho |
| 2016 | Si elegans: Evaluation of an innovative optical synaptic connectivity method for C. elegans Phototaxis using FPGAs. Pedro Machado, Alicia Costalago Meruelo, Nikesh Lama, David Ada Adama, Kofi Appiah, T. Martin McGinnity, Alexey Petrushin, Lorenzo Ferrara, Axel W. Blau |
| 2016 | Simplified swarm optimization for repairable redundancy allocation problem in multi-state systems with bridge topology. Wei-Chang Yeh, Siang-Tai Wang, Chyh-Ming Lai, Yen-Cheng Huang, Yuk Ying Chung, Jsen-Shung Lin |
| 2016 | Simulating robotic cars using time-delay neural networks. Alberto F. De Souza, Jacson Rodrigues Correia da Silva, Filipe Wall Mutz, Claudine Badue, Thiago Oliveira-Santos |
| 2016 | Simulation of bayesian learning and inference on distributed stochastic spiking neural networks. Khadeer Ahmed, Amar Shrestha, Qinru Qiu |
| 2016 | Simultaneous learning of the structure and kinematic model of an articulated body from point clouds. Tao Zhou, Bertram E. Shi |
| 2016 | Single- and multi-objective particle swarm optimization of reservoir structure in Echo State Network. Naima Chouikhi, Raja Fdhila, Boudour Ammar, Nizar Rokbani, Adel M. Alimi |
| 2016 | Sketch metric learning. Yuting Mai, Wei-Hong Li, Yongyi Tang, Xixi Bi, Wei-Shi Zheng |
| 2016 | Skew-normal Mixture of Experts. Faicel Chamroukhi |
| 2016 | Sleep learning and Max-Min aggregation of Evolving Connectionist Systems. Michael J. Watts |
| 2016 | Smile detection using Pair-wise Distance Vector and Extreme Learning Machine. Dongshun Cui, Guang-Bin Huang, Tianchi Liu |
| 2016 | Solar power forecasting using weather type clustering and ensembles of neural networks. Mashud Rana, Irena Koprinska, Vassilios G. Agelidis |
| 2016 | Solar radiation (insolation) forecasting using constructive neural networks. Liying Ma, Naoto Yorino, Khashayar Khorasani |
| 2016 | Solar radiation forecast under convex piecewise linear cost functions. Seyyed A. Fatemi, Anthony Kuh, Matthias Fripp |
| 2016 | Solving constrained optimization using decomposition-based EMO algorithm. Chaoda Peng, Hai-Lin Liu, Fangqing Gu |
| 2016 | Sonar-based place recognition using joint sparse coding method. Xiangmei Zheng, Huaping Liu, Fuchun Sun, Meng Gao, Jiakui Li, Qing Zhang |
| 2016 | Sparse Hierarchical Nonparametric Bayesian learning for light field representation and denoising. Xing Sun, Nan Meng, Zhimin Xu, Edmund Y. Lam, Hayden Kwok-Hay So |
| 2016 | Sparse Least squares support vector regression via Multiresponse Sparse Regression. David Clifte da S. Vieira, Ajalmar R. da Rocha Neto, Antonio Wendell De Oliveira Rodrigues |
| 2016 | Sparse alignment for video analysis in discriminant Tensor space. Chengcheng Jia, Ming Shao, Yun Fu |
| 2016 | Sparse approximation on energy efficient hardware. Kaitlin Lindsay Fair, David V. Anderson |
| 2016 | Sparse kernel principal component analysis based on elastic net regularization. Duo Wang, Toshihisa Tanaka |
| 2016 | Sparse tensor discriminative locality alignment for gait recognition. Nengwen Zhao, Lefei Zhang, Bo Du, Liangpei Zhang, Dacheng Tao, Jane You |
| 2016 | Sparsely connected autoencoder. Kavya Gupta, Angshul Majumdar |
| 2016 | Spatially Constrained Location Prior for scene parsing. Ligang Zhang, Brijesh K. Verma, David R. B. Stockwell, Sujan Chowdhury |
| 2016 | Spatio-temporal EEG pattern extraction using high-density scalp arrays. Jeffery Jonathan Davis, Robert Kozma, Chin-Teng Lin, Walter J. Freeman |
| 2016 | Spatiotemporal saliency based on location prior model. Liuyi Hu, Zhongyuan Wang, Mang Ye, Jing Xiao, Ruimin Hu |
| 2016 | Speciation and diversity balance for Genetic Algorithms and application to structural neural network learning. Yong Wee Foo, Cindy Goh, Yun Li |
| 2016 | Spectral analysis and artificial neural network based classification of three mental states for brain machine interface applications. Trongmun Jiralerspong, Sato Fumiya, Chao Liu, Jun Ishikawa |
| 2016 | Speeding up feature selection: A deep-inspired network pruning algorithm. Andreas Antoniades, Clive Cheong Took |
| 2016 | Speeding-up the prototype based kernel k-means clustering method for large data sets. T. Hitendra Sarma, P. Viswanath, Atul Negi |
| 2016 | Spin torque nano-oscillator based Oscillatory Neural Network. Chamika M. Liyanagedera, Karthik Yogendra, Kaushik Roy, Deliang Fan |
| 2016 | Stacked Tensor Subspace Learning for hyperspectral image classification. Yantao Wei, Yicong Zhou |
| 2016 | Staged Online Learning: A new approach to classification in high speed data streams. Chamari I. Kithulgoda, Russel Pears |
| 2016 | State filtering and parameter estimation for Hodgkin-Huxley model. Fang Liao, Xuyang Lou, Baotong Cui, Wei Wu |
| 2016 | Stochastic collapsed variational Bayesian inference for biterm topic model. Narutaka Awaya, Jun Kitazono, Toshiaki Omori, Seiichi Ozawa |
| 2016 | Stochastic hardware implementation of Liquid State Machines. Miquel L. Alomar, Vincent Canals, Antoni Morro, Antoni Oliver, Josep L. Rosselló |
| 2016 | Stochastic resonance induced continuous activation functions in a neural network consisting of threshold elements. Shuhei Ikemoto, Fabio Dalla Libera, Koh Hosoda |
| 2016 | Stock market prediction exploiting microblog sentiment analysis. Bo Zhao, Yongji He, Chunfeng Yuan, Yihua Huang |
| 2016 | Structural manifold analysis: A new method for dimensionality reduction based on a computational theory of human concept learning. Ronaldo Vigo, Basawaraj |
| 2016 | Study of Learning Entropy for onset detection of epileptic seizures in EEG time series. Ivo Bukovsky, Matous Cejnek, Jan Vrba, Noriyasu Homma |
| 2016 | Sufficient conditions for sparse recovery by weighted ℓ1-constrained quadratic programming. Jun Zhang, Yuanqing Li, Zhu Liang Yu, Zhenghui Gu |
| 2016 | Summarizing uncertain transaction databases by Probabilistic Tiles. Chunyang Liu, Ling Chen |
| 2016 | Super-intelligence challenges and lossless visual representation of high-dimensional data. Boris Kovalerchuk |
| 2016 | Supernovae detection by using convolutional neural networks. Guillermo Cabrera-Vives, Ignacio Reyes, Francisco Förster, Pablo A. Estévez, Juan-Carlos Maureira |
| 2016 | Superpixel-based sparse representation classifier for hyperspectral image. Min Han, Chengkun Zhang, Jun Wang |
| 2016 | Supervised radar signal classification. Ivan Jordanov, Nedyalko Petrov, Alessio Petrozziello |
| 2016 | Synchronization detection in networks of coupled oscillators for pattern recognition. Damir Vodenicarevic, Nicolas Locatelli, Julie Grollier, Damien Querlioz |
| 2016 | System identification models and using neural networks for Ground Source Heat Pump with Ground Temperature Modeling. Ahmet Kose, Eduard Petlenkov |
| 2016 | System identification using FRA and a modified MLMVN with arbitrary complex-valued inputs. Igor N. Aizenberg, Antonio Luchetta, Stefano Manetti, Maria Cristina Piccirilli |
| 2016 | Tackling class imbalance with ranking. Ricardo P. M. Cruz, Kelwin Fernandes, Jaime S. Cardoso, Joaquim F. Pinto da Costa |
| 2016 | Tackling the ordinal and imbalance nature of a melanoma image classification problem. María Pérez-Ortiz, Aurora Sáez, Javier Sánchez-Monedero, Pedro Antonio Gutiérrez, César Hervás-Martínez |
| 2016 | Tactile sequence based object categorization: A Bag of features modeled by Linear Dynamic System with Symmetric Transition Matrix. Haolin Yang, Fuchun Sun, Wen-bing Huang, Le-le Cao, Bin Fang |
| 2016 | Tag correlation and user social relation based microblog recommendation. Huifang Ma, Meihuizi Jia, Xianghong Lin, Fuzhen Zhuang |
| 2016 | Tagging Chinese microblogger via sparse feature selection. Di Shang, Xinyu Dai, Shujian Huang, Yi Li, Jiajun Chen |
| 2016 | The evolution of a generalized neural learning rule. Jeff Orchard, Lin Wang |
| 2016 | Theoretical analysis of the Minimum Sum of Squared Similarities sampling for Nyström-based spectral clustering. Djallel Bouneffouf, Inanç Birol |
| 2016 | Theoretical and computational aspects of quaternionic multivalued Hopfield neural networks. Marcos Eduardo Valle, Fidelis Zanetti de Castro |
| 2016 | Theoretical motion functions for video analysis, with a passive navigation example. Jacqueline Christmas |
| 2016 | Three Convolutional Neural Network-based models for learning Sentiment Word Vectors towards sentiment analysis. Man Lan, Zhihua Zhang, Yue Lu, Ju Wu |
| 2016 | Threshold logic: Is there finally a solution? Phil D. Picton |
| 2016 | Topology preserving dictionary learning for pattern classification. Jun Guo, Yanqing Guo, Bo Wang, Xiangwei Kong, Ran He |
| 2016 | Toward a neuro-developmental theory of decision attribute weighting. Daniel S. Levine |
| 2016 | Towards a patient satisfaction based hospital recommendation system. Tannaz Sattari Tabrizi, Mohammad Reza Khoie, Elham Sahebkar Khorasani, Shahram Rahimi, Nina Marhamati |
| 2016 | Towards emotion-based reputation guessing learning agents. Jones Granatyr, Jean Paul Barddal, Adriano Weihmayer Almeida, Fabrício Enembreck, Adaiane Pereira dos Santos Granatyr |
| 2016 | Towards personalized and context-aware reminder service for people with dementia. Seiki Tokunaga, Hiroyasu Horiuchi, Hiroki Takatsuka, Sachio Saiki, Shinsuke Matsumoto, Masahide Nakamura, Kiyoshi Yasuda |
| 2016 | Towards using Reservoir Computing Networks for noise-robust image recognition. Azarakhsh Jalalvand, Wesley De Neve, Rik Van de Walle, Jean-Pierre Martens |
| 2016 | Tracking the model: Data assimilation by artificial neural network. Rosângela Saher Corrêa Cintra, Haroldo F. de Campos Velho, Steven Cocke |
| 2016 | Training cost-sensitive Deep Belief Networks on imbalance data problems. Chong Zhang, Kay Chen Tan, Ruoxu Ren |
| 2016 | Training deep neural networks on imbalanced data sets. Shoujin Wang, Wei Liu, Jia Wu, Longbing Cao, Qinxue Meng, Paul J. Kennedy |
| 2016 | Training deep neural networks with gradual deconvexification. James Ting-Ho Lo, Yichuan Gui, Yun Peng |
| 2016 | Transfer learning for image classification with incomplete multiple sources. Zhengming Ding, Ming Shao, Yun Fu |
| 2016 | TrueHappiness: Neuromorphic emotion recognition on TrueNorth. Peter U. Diehl, Bruno U. Pedroni, Andrew Cassidy, Paul Merolla, Emre Neftci, Guido Zarrella |
| 2016 | Tweet modeling with LSTM recurrent neural networks for hashtag recommendation. Jia Li, Hua Xu, Xingwei He, Junhui Deng, Xiaomin Sun |
| 2016 | Two-stage structured learning approach for stable occupancy detection. Tianchi Liu, Yue Li, Zuo Bai, Jaydeep De, Cao Vinh Le, Zhiping Lin, Shih-Hsiang Lin, Guang-Bin Huang, Dongshun Cui |
| 2016 | Understanding Neuro-Fuzzy on a class of multinomial malware detection problems. Andrii Shalaginov, Lars Strande Grini, Katrin Franke |
| 2016 | Understanding how deep neural networks learn face expressions. Nima Mousavi, Henrique Siqueira, Pablo V. A. Barros, Bruno J. T. Fernandes, Stefan Wermter |
| 2016 | Unsupervised entropy-based selection of data sets for improved model fitting. Pedro M. Ferreira |
| 2016 | Unsupervised incremental STDP learning using forced firing of dormant or idle neurons. Jason M. Allred, Kaushik Roy |
| 2016 | Unsupervised mining of under-resourced speech corpora for tone features classification. Moses Effiong Ekpenyong, Udoinyang G. Inyang |
| 2016 | Unsupervised regenerative learning of hierarchical features in Spiking Deep Networks for object recognition. Priyadarshini Panda, Kaushik Roy |
| 2016 | Unsupervised transfer learning via Low-Rank Coding for image clustering. Sheng Li, Yun Fu |
| 2016 | Using Convolutional Neural Network for edge detection in musculoskeletal ultrasound images. Shaima Ibraheem Jabbar, Charles R. Day, Nicholas Heinz, Edward K. Chadwick |
| 2016 | Using a hybrid of fuzzy theory and neural network filter for image dehazing applications. Jyun-Guo Wang, Shen-Chuan Tai, Chin-Ling Lee, Cheng-Jian Lin, Tsung-Hung Lin |
| 2016 | Using data mining to extract knowledge from student evaluation comments in undergraduate courses. Anna Koufakou, Justin Gosselin, Dahai Guo |
| 2016 | Using semantic relatedness measures with dynamic self-organizing maps for improved text clustering. Nilupulee Nathawitharana, Damminda Alahakoon, Daswin De Silva |
| 2016 | V-shaped neurons in hidden layer of ANN universal approximator without flat domains. Josef Bostik, Martin Klimt, Matej Mojzes, Jaromír Kukal, Ivo Bukovsky, Matous Cejnek |
| 2016 | Validating the stable clustering of songs in a structured 3D SOM. Arnulfo P. Azcarraga, Arturo Caronongan, Rudy Setiono, Sean Manalili |
| 2016 | Validation of matching. Ya Le, Eric Bax, Nicola Barbieri, David García-Soriano, Jitesh Mehta, James Li |
| 2016 | Verification of fraudulent PIN holders by brain waves. Hiromichi Iwase, Teruki Horie, Yasuo Matsuyama |
| 2016 | Video anomaly detection based on ULGP-OF descriptor and one-class ELM. Siqi Wang, En Zhu, Jianping Yin |
| 2016 | Virtual drug screening using neural networks. Daniel M. Hagan, Martin T. Hagan |
| 2016 | Vision-based vehicle detecting and counting for traffic flow analysis. Zhimei Zhang, Kun Liu, Feng Gao, Xianyun Li, Guodong Wang |
| 2016 | Visual data completion via local sensitive low rank tensor learning. Qing-Yi Liu, Lin Zhu, De-Shuang Huang, Gang Wang, Xiao-Ping (Steven) Zhang, Li Shang, Zhi-Kai Huang |
| 2016 | Visual pattern recognition using unsupervised spike timing dependent plasticity learning. Daqi Liu, Shigang Yue |
| 2016 | WNN-based robust total-sliding-mode control for the synchronization of uncertain chaotic systems. Chiu-Hsiung Chen, Ya-Fu Peng, Sheng-Chieh Chung |
| 2016 | Weight exchange in distributed learning. Julian Dorner, Samuel Favrichon, Arif Selçuk Ögrenci |
| 2016 | Weighted Population Code for low power neuromorphic image classification. Antonio Jimeno-Yepes, Jianbin Tang, Shreya Saxena, Tobias Brosch, Arnon Amir |
| 2016 | Weighted vote algorithm combination technique for anomaly based Smart Grid Intrusion Detection systems. Joris Lueckenga, Dominik Engel, Robert Green |
| 2016 | Wheel slip regulation using fuzzy spiking neural networks. Yesim Oniz, Okyay Kaynak |
| 2016 | Which method to use for optimal structure and function representation of large spiking neural networks: A case study on the NeuCube architecture. Anne Abbott, Neelava Sengupta, Nikola K. Kasabov |
| 2016 | Whole-house Non-Intrusive Appliance Load Monitoring via multi-label classification. Ding Li, Scott Dick |
| 2016 | Wind ramp event prediction with parallelized gradient boosted regression trees. Saurav Gupta, Nitin Anand Shrivastava, Abbas Khosravi, Bijaya Ketan Panigrahi |
| 2016 | Word based dialect classification using extreme learning machines. Muhammad Rizwan, Babafemi O. Odelowo, David V. Anderson |
| 2016 | Writer-independent feature learning for Offline Signature Verification using Deep Convolutional Neural Networks. Luiz G. Hafemann, Robert Sabourin, Luiz S. Oliveira |
| 2016 | X-MIFS: Exact Mutual Information for feature selection. Mauro Brunato, Roberto Battiti |
| 2016 | kNN ensembles with penalized DTW for multivariate time series imputation. Stefan Oehmcke, Oliver Zielinski, Oliver Kramer |