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ORCIDIJCNN 2018: Rio de Janeiro, Brazil
- 2018 International Joint Conference on Neural Networks, IJCNN 2018, Rio de Janeiro, Brazil, July 8-13, 2018. IEEE 2018, ISBN 978-1-5090-6014-6
- Steven Z. Lin, Yong Shi, Zhi Xue:
Character-Level Intrusion Detection Based On Convolutional Neural Networks. 1-8 - Zhiheng Zhou, Man Lan, Yuanbin Wu:
A Neural Generation-based Conversation Model Using Fine-grained Emotion-guide Attention. 1-8 - Wallison William Guimarães, Cristiano Lacerda Nunes Pinto, Cristiane Neri Nobre, Luis E. Zárate
:
TCSVM - A Cascade Approach with Transductive Inference to Predicting Protein Translation Initiation Site. 1-8 - Gang Chen, Yiming Peng, Mengjie Zhang:
Constrained Expectation-Maximization Methods for Effective Reinforcement Learning. 1-8 - Yingchun Zhang, Haoyi Zhou, Jianxin Li, Wanlu Sun, Yahong Chen:
A Time-Sensitive Hybrid Learning Model for Patient Subgrouping. 1-8 - Fannia Pacheco, Ernesto Exposito, José Aguilar, Mathieu Gineste, Cédric Baudoin:
A novel statistical based feature extraction approach for the inner-class feature estimation using linear regression. 1-8 - Douglas M. Souza, Duncan D. Ruiz:
Towards High-Resolution Face Pose Synthesis. 1-8 - Hao Yu, Zhaoning Zhang, Zijie Zhu, Wang Xiong, Gen Zhang:
Nominal Data Similarity: A Hierarchical Measure. 1-7 - Yuechi Jiang, Frank H. F. Leung:
The Scalable Version of Probabilistic Linear Discriminant Analysis and Its Potential as A Classifier for Audio Signal Classification. 1-7 - Siddhant Kumar, Neha Muthiyan, Shaifu Gupta, Dileep Aroor Dinesh, Aditya Nigam:
Association Learning based Hybrid Model for Cloud Workload Prediction. 1-8 - Eden P. da Silva, Carlos A. Estombelo-Montesco, Ewaldo Eder Carvalho Santana, Leonardo N. Matos:
Analysis and Improvement of convergence speed in kernel adaptive filters with nonlinear even cost function and pre-tuned dictionary. 1-8 - Stefano Leonori, Antonello Rizzi, Maurizio Paschero, Fabio Massimo Frattale Mascioli:
Microgrid Energy Management by ANFIS Supported by an ESN Based Prediction Algorithm. 1-8 - João R. Bertini, Viviani Akemi Kasahara, Maria C. Nicoletti:
Approaching miRNA Family Classification Through Constructive Neural Networks. 1-8 - Diego Galeano, Alberto Paccanaro:
A Recommender System Approach for Predicting Drug Side Effects. 1-8 - Eucassio G. Lima Junior, Luis H. S. Vogado, Ricardo de A. L. Rabelo, Cornélia J. P. Passarinho:
Curved Gabor Projection Entropy for Face Recognition. 1-8 - Martin Pilát:
Controlling the Charging of Electric Vehicles with Neural Networks. 1-8 - Yi Zheng, Hui Peng, Xiaocai Zhang, Xiaoying Gao, Jinyan Li:
Predicting Drug Targets from Heterogeneous Spaces using Anchor Graph Hashing and Ensemble Learning. 1-7 - Ricardo Grunitzki, Bruno Castro da Silva, Ana L. C. Bazzan:
Towards Designing Optimal Reward Functions in Multi-Agent Reinforcement Learning Problems. 1-8 - Rodrigo G. F. Soares:
Effort Estimation via Text Classification And Autoencoders. 1-8 - Thays A. Oliveira, Alexandre C. Barbosa, Helena Ramalhinho, Miquel Oliver:
Citizens and Information and Communication Technologies. 1-7 - Maira B. H. Moran, Aura Conci, José R. González, Adriel S. Araújo, W. G. Fiirst, Charbel P. Damião, Giovanna A. B. Lima, Rubens A. da Cruz Filho:
Identification of thyroid nodules in infrared images by convolutional neural networks. 1-7 - Jingyuan Wang, Fei Hu, Xiaofei Xu, Dengbao Wang, Li Li:
A Deep Prediction Model of Traffic Flow Considering Precipitation Impact. 1-7 - Norberto Ritzmann Junior, Júlio César Nievola:
A generalized financial time series forecasting model based on automatic feature engineering using genetic algorithms and support vector machine. 1-8 - Pedro L. Ballester, Ulisses Brisolara Corrêa, Ricardo Matsumura de Araújo:
Lateral Representation Learning in Convolutional Neural Networks. 1-8 - Haoyu Wang, Yao Lu:
Soccer Video Super-Resolution via Sub-Pixel Convolutional Neural Network. 1-8 - Shan Xue, Jie Lu, Guangquan Zhang, Li Xiong:
A Framework of Transferring Structures Across Large-scale Information Networks. 1-6 - Tobias Hinz, Stefan Wermter:
Image Generation and Translation with Disentangled Representations. 1-8 - Ryan A. Rossi, Nesreen K. Ahmed, Hoda Eldardiry, Rong Zhou:
Similarity-based Multi-label Learning. 1-8 - Tianyi Xiong, Zhiqiang Pu, Jianqiang Yi:
Neural Network based Distributed Adaptive Time-varying Formation Control for Multi-UAV Systems with Varying Time Delays. 1-7 - Jingyi Zhang, Chao Lu, Jennie Si, Jie Song, Yinsheng Su:
Deep Reinforcement Leaming for Short-term Voltage Control by Dynamic Load Shedding in China Southem Power Grid. 1-8 - Feixiang Wang, Man Lan, Wenting Wang:
Towards a One-stop Solution to Both Aspect Extraction and Sentiment Analysis Tasks with Neural Multi-task Learning. 1-8 - Adedamola Wuraola, Nitish D. Patel:
SQNL: A New Computationally Efficient Activation Function. 1-7 - Mayra Z. Pimenta, Cesar Henrique Comin, Francisco Aparecido Rodrigues, Luciano da F. Costa:
The impact of Interconnecting Topologies on SOM Neural Networks. 1-6 - Claudio A. Perez, Pablo A. Estévez, Francisco J. Galdames, Daniel A. Schulz, Juan P. Perez, Diego Bastias, Daniel R. Vilar:
Trademark Image Retrieval Using a Combination of Deep Convolutional Neural Networks. 1-7 - Nathan Riopelle, Philip Caspers, Donald Sofge:
Terrain Classification for Autonomous Vehicles Using Bat-Inspired Echolocation. 1-6 - Lunkai Fu, Jun Li, Langxiong Zhou, Zhenyuan Ma, Shaopeng Liu, Zhiyong Lin, Mukesh Prasad:
Utilizing Information from Task-Independent Aspects via GAN-Assisted Knowledge Transfer. 1-6 - Casimiro Aday Curbelo Montañez, Paul Fergus, Almudena Curbelo Montañez, Abir Hussain, Dhiya Al-Jumeily, Carl Chalmers:
Deep Learning Classification of Polygenic Obesity using Genome Wide Association Study SNPs. 1-8 - Jorge C. Chamby-Diaz, Mariana Recamonde Mendoza, Ana L. C. Bazzan, Ricardo Grunitzki:
Adaptive Incremental Gaussian Mixture Network for Non-Stationary Data Stream Classification. 1-8 - Mehmet Aktukmak, Samuel Mercier, Ismail Uysal:
A Neural Net Framework for Accumulative Feature-based Matrix Completion. 1-6 - Emerson Correia Lima, Fábio Lima Custódio, Gregorio Kappaun Rocha, Laurent Emmanuel Dardenne:
Estimating Protein Structure Prediction Models Quality Using Convolutional Neural Networks. 1-6 - Gary White, Andrei Palade, Siobhán Clarke:
Forecasting QoS Attributes Using LSTM Networks. 1-8 - Maciej Jaworski, Piotr Duda, Leszek Rutkowski:
Concept Drift Detection in Streams of Labelled Data Using the Restricted Boltzmann Machine. 1-7 - Fabrizio Frasca, Matteo Matteucci, Marco Masseroli, Marco J. Morelli:
Modeling Gene Transcriptional Regulation by Means of Hyperplanes Genetic Clustering. 1-8 - Samrat Dutta, Swagat Kumar, Laxmidhar Behera:
Learning Stable Movement Primitives by Finding a Suitable Fuzzy Lyapunov Function from Kinesthetic Demonstrations. 1-8 - Amit K. Shukla, Sandeep Kumar, Rishi Jagdev, Pranab K. Muhuri, Q. M. Danish Lohani:
Interval Type-2 Fuzzy weighted Extreme Learning Machine for GDP Prediction. 1-8 - Gianlucca L. Zuin, Luiz Chaimowicz, Adriano Veloso:
Learning Transferable Features For Open-Domain Question Answering. 1-8 - Miguel D. de S. Wanderley, Ricardo B. C. Prudêncio:
Transferring Knowledge From Texts to Images by Combining Deep Semantic Feature Descriptors. 1-7 - Ying Ying Liu, Parimala Thulasiraman, Ruppa K. Thulasiram:
A Self Fixing Intelligent Ant Clustering Algorithm For Graphs. 1-8 - Diego O. Dantas, Sergio R. Barros dos Santos, Fabio A. M. Cappabianco, Areolino de Almeida Neto:
Design of Automated Construction System for Modular Structures based on Parameterized Learning Automata. 1-8 - Pallabi Saikia, Prateek Vij, Rashmi Dutta Baruah:
Unsupervised Pre-training on Improving the Performance of Neural Network in Regression. 1-6 - Alexandra Vieira, Bernardete Ribeiro, Heloisa Sobral, A. Paulo Coimbra, Manuel M. Crisóstomo, João Paulo Ferreira, Tao Liu:
Dynamic Human Gait VGRF Reference Profile Generation via Extreme Learning Machine. 1-7 - Bin Wang, Zheng Yan, Jie Lu, Guangquan Zhang, Tianrui Li:
Explore Uncertainty in Residual Networks for Crowds Flow Prediction. 1-7 - Hung The Nguyen, Matthew Garratt, Hussein A. Abbass:
Apprenticeship Bootstrapping. 1-8 - Daniel S. Levine, Kay-Yut Chen:
Neural Network Modeling of Gist and Verbatim in Business Decision Making. 1-8 - Zezhi Sui, Zhiqiang Pu, Jianqiang Yi, Xiangmin Tan:
Path Planning of Multiagent Constrained Formation through Deep Reinforcement Learning. 1-8 - Gustavo Hernandez-Mejia, Esteban A. Hernández-Vargas, Alma Y. Alanis, Nancy Arana-Daniel:
Recurrent High Order Neural Networks Identification for Infectious Diseases. 1-7 - Çaglar Aytekin, Xingyang Ni, Francesco Cricri, Emre Aksu:
Clustering and Unsupervised Anomaly Detection with l2 Normalized Deep Auto-Encoder Representations. 1-6 - Tanaya Chaudhuri, Deqing Zhai, Yeng Chai Soh, Hua Li, Lihua Xie, Xianhua Ou:
Convolutional Neural Network and Kernel Methods for Occupant Thermal State Detection using Wearable Technology. 1-8 - Abhijit Das, Abira Sengupta, Muhammad Saqib, Umapada Pal, Michael Blumenstein:
More Realistic and Efficient Face-Based Mobile Authentication using CNNs. 1-8 - Hao Yu, Zhaoning Zhang, Zheng Qin, Hao Wu, Dongsheng Li, Jun Zhao, Xicheng Lu:
Loss Rank Mining: A General Hard Example Mining Method for Real-time Detectors. 1-8 - Arren Matthew C. Antioquia, Arnulfo P. Azcarraga:
A Two-Stage Feature Selection Algorithm Based on Redundancy and Relevance. 1-8 - Djallel Bouneffouf:
Eigenspectrum Shape Based Nyström Sampling. 1-6 - Rory Donovan, Xiao-Hua Yu:
Motor Imagery Classification Using TSK Fuzzy Inference Neural Networks. 1-6 - Ildefons Magrans de Abril, Ryota Kanai:
Curiosity-Driven Reinforcement Learning with Homeostatic Regulation. 1-6 - Jiaxing Liu, Guoping Zhao:
A bio-inspired SOSNN model for object recognition. 1-8 - Yanfei Zhang, Rohitash Chandra, Junbin Gao:
Cyclone Track Prediction with Matrix Neural Networks. 1-8 - Alejandro Catalina, Carlos M. Alaíz, José R. Dorronsoro:
Accelerated Block Coordinate Descent for Sparse Group Lasso. 1-8 - Leonardo Afonso Amorim, Mateus F. Freitas, Altino Dantas, Eduardo Faria de Souza, Celso G. Camilo-Junior, Wellington S. Martins:
A New Word Embedding Approach to Evaluate Potential Fixes for Automated Program Repair. 1-8 - Ming Li, Rui Xi, Mengshu Hou:
Generate Novel Image Styles using Weighted Hybrid Generative Adversarial Nets. 1-8 - Tiago Colliri, Donghong Ji, Heng Pan, Liang Zhao:
A Network-Based High Level Data Classification Technique. 1-8 - Xiuying Wang, Changliang Li, Bo Xu:
Hierarchical Tree Long Short-Term Memory for Sentence Representations. 1-6 - Sasa Janjic, Parimala Thulasiraman, Neil D. B. Bruce:
Redundancy in Convolutional Neural Networks: Insights on Model Compression and Structure. 1-8 - Carolina Medeiros Carvalho, Flávio Luiz Seixas, Débora C. Muchaluat-Saade, Aura Conci, Yolanda Boechat, Jerson Laks:
A System for Aiding Diagnosis of Alzheimer's Disease and Related Disorders with an Adaptable Decision Model. 1-8 - Ziru Wang, Yongqiang Ma, Zhiwei Dong, Nanning Zheng, Pengju Ren:
Spiking Locality-Sensitive Hash: Spiking Computation with Phase Encoding Method. 1-7 - Chengqiang Huang, Yulei Wu, Geyong Min, Yiming Ying:
Kernelized Convex Hull Approximation and its Applications in Data Description Tasks. 1-8 - Eyad Elyan, Carlos Francisco Moreno-García, Chrisina Jayne:
Symbols Classification in Engineering Drawings. 1-8 - Hiram Ponce, Guillermo Gonzalez-Mora, María de Lourdes Martínez-Villaseñor:
A Reinforcement Learning Method for Continuous Domains Using Artificial Hydrocarbon Networks. 1-6 - Mayank Sharma, Sumit Soman, Jayadeva, Himanshu Pant:
Non-Mercer Large Scale Multiclass Least Squares Minimal Complexity Machines. 1-8 - Raphael C. Brito, Hansenclever de F. Bassani:
Self-Organizing Maps with Variable Input Length for Motif Discovery and Word Segmentation. 1-8 - Tadeusz Szuba:
Formal and computational model of Adam Smith's Invisible Hand. 1-8 - Margherita Gasparini, Alessandro Nuara, Francesco Trovò, Nicola Gatti, Marcello Restelli:
Targeting Optimization for Internet Advertising by Learning from Logged Bandit Feedback. 1-8 - Rafael A. Berri, Fernando Santos Osório:
A 3D vision system for detecting use of mobile phones while driving. 1-8 - Jacob Reinier Maat, Nikos Gianniotis, Pavlos Protopapas:
Efficient Optimization of Echo State Networks for Time Series Datasets. 1-7 - Joao Felipe Guedes da Silva, Natanael Nunes de Moura Junior, Luiz Pereira Calôba:
Effects of Data Sparsity on Recommender Systems based on Collaborative Filtering. 1-8 - Brendan Abraham, Abhijith Mandya, Rohan Bapat, Fatma Alali, Don E. Brown, Malathi Veeraraghavan:
A Comparison of Machine Learning Approaches to Detect Botnet Traffic. 1-8 - Iago C. Chaves, Manoel Rui P. de Paula, Lucas Goncalves de Moura Leite, João Paulo Pordeus Gomes, Javam C. Machado:
Hard Disk Drive Failure Prediction Method Based On A Bayesian Network. 1-7 - Ricardo T. A. de Oliveira, Thaize Fernandes O. de Assis, Paulo Renato A. Firmino, Tiago A. E. Ferreira, Adriano L. I. Oliveira:
Aggregation of Time Series Forecasts via Cacoullos Copula. 1-7 - Pablo V. A. Barros, Nikhil Churamani, Egor Lakomkin, Henrique Siqueira, Alexander Sutherland, Stefan Wermter:
The OMG-Emotion Behavior Dataset. 1-7 - Danilo Coura Moreira, Joseana Macêdo Fechine:
A Machine Learning-based Forensic Discriminator of Pornographic and Bikini Images. 1-8 - Alessio Martino, Antonello Rizzi, Fabio Massimo Frattale Mascioli:
Distance Matrix Pre-Caching and Distributed Computation of Internal Validation Indices in k-medoids Clustering. 1-8 - Piotr Antonik, Marvyn Gulina, Jaël Pauwels, Damien Rontani, Marc Haelterman, Serge Massar:
Spying on chaos-based cryptosystems with reservoir computing. 1-7 - Joseph K. P. Tsoi, Nitish D. Patel, Akshya K. Swain:
Grey-Box Neural Network System Identification with Transfer Learning on Ball and Beam System. 1-8 - Amirhossein Tavanaei, Zachary Kirby, Anthony S. Maida:
Training Spiking ConvNets by STDP and Gradient Descent. 1-8 - Mina Rezaei, Haojin Yang, Christoph Meinel:
Instance Tumor Segmentation using Multitask Convolutional Neural Network. 1-8 - Jiwei Wang, Yiqiang Chen, Yang Gu, Yunlong Xiao, Haonan Pan:
SensoryGANs: An Effective Generative Adversarial Framework for Sensor-based Human Activity Recognition. 1-8 - Diana Haidar, Mohamed Medhat Gaber:
Adaptive One-Class Ensemble-based Anomaly Detection: An Application to Insider Threats. 1-9 - Xuexin Qu, Xin Wang, Zihan Wang, Lei Wang, Lingchen Zhang:
Perceptual-DualGAN: Perceptual Losses for Image to Image Translation with Generative Adversarial Nets. 1-8 - Zhenyu Zhang, Juan Yang:
Dual Learning based Multi-Objective Pairwise Ranking. 1-7 - Youcai Zhang, Xiaodong Gu:
Cross-modal Metric Learning with Graph Embedding. 1-7 - Mohamed Ibn Khedher, Houda Jmila, Mounim A. El-Yacoubi:
Fusion of Interest Point/Image based descriptors for efficient person re-identification. 1-7 - Haotian Chang, Jing Feng, Chaofan Duan, Zhikang Xu, Min Yin:
Research of Recharging Scheduling Scheme for Wireless Sensor Networks Based on Cuckoo Search. 1-7 - Laura Rodriguez Carlos-Roca, Isabelle Hupont Torres, Carles Fernández Tena:
Facial recognition application for border control. 1-7 - Renato C. Duarte, Marvin Uhlmann, Dick den van Broek, Hartmut Fitz, Karl Magnus Petersson, Abigail Morrison:
Encoding symbolic sequences with spiking neural reservoirs. 1-8 - Enrico De Santis, Alessio Martino, Antonello Rizzi, Fabio Massimo Frattale Mascioli:
Dissimilarity Space Representations and Automatic Feature Selection for Protein Function Prediction. 1-8 - Chuanqi Tan, Fuchun Sun, Wenchang Zhang, Tao Kong, Chao Yang, Xinyu Zhang:
Adaptive Adversarial Transfer Learning for Electroencephalography Classification. 1-8 - Ricardo Faia, Fernando Lezama, João P. Soares, Zita A. Vale, Tiago Pinto, Juan Manuel Corchado:
Differential Evolution Aplication in Portfolio optimization for Electricity Markets. 1-8 - Yaohua Liu, Yimin Zhou, Xiang Li:
Attitude Estimation of Unmanned Aerial Vehicle Based on LSTM Neural Network. 1-6 - João Paulo Aires, Juarez Monteiro, Roger Granada, Felipe Meneguzzi:
Norm Conflict Identification using Vector Space Offsets. 1-8 - Fernando Dione S. Lima, Francisco Lucas Falcao Pereira, Lucas Goncalves de Moura Leite, João Paulo Pordeus Gomes, Javam C. Machado:
Remaining Useful Life Estimation of Hard Disk Drives based on Deep Neural Networks. 1-7 - Yifeng Liu, Xiaoming Tao, Ailing Xiao:
THU Face Database for Real-Time Automatic Video Scoring Model. 112-116 - Farzaneh Sheikhnezhad Fard, Thomas Trappenberg:
Mixing Habits and Planning for Multi-Step Target Reaching Using Arbitrated Predictive Actor-Critic. 1-8 - Ariel Ruiz-Garcia, Vasile Palade, Mark Elshaw, Ibrahim Almakky:
Deep Learning for Illumination Invariant Facial Expression Recognition. 1-6 - Leandro L. Tavares, Renato Moraes Silva, Tiago A. Almeida:
Towards Automatically Creating Large Labeled Datasets for Training Question Domain Classifiers. 1-8 - Wenlu Yang, Maria Rifqi, Christophe Marsala, Andréa Pinna:
Physiological-Based Emotion Detection and Recognition in a Video Game Context. 1-8 - Juliana Rodrigueiro C. P. de Oliveira, Roseli Aparecida Francelin Romero:
Transfer Learning Based Model for Classification of Cocoa Pods. 1-6 - Vincent Vigneron, Leonardo Tomazeli Duarte:
Rank-order principal components. A separation algorithm for ordinal data exploration. 1-6