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Cognitive Computation, Volume 10
Volume 10, Number 1, February 2018
- Kaizhu Huang
, Rui Zhang, Xiaobo Jin, Amir Hussain
Special Issue Editorial: Cognitively-Inspired Computing for Knowledge Discovery. 1-2 - Haiqin Yang
Implicit Heterogeneous Features Embedding in Deep Knowledge Tracing. 3-14 - Shufei Zhang, Kaizhu Huang
Learning from Few Samples with Memory Network. 15-22 - Hao Wang, Ruibin Feng, Andrew Chi-Sing Leung, Kim Fung Tsang:
Lagrange Programming Neural Network Approaches for Robust Time-of-Arrival Localization. 23-34 - Zohreh Gholami Doborjeh, Maryam Gholami Doborjeh, Nikola K. Kasabov
Attentional Bias Pattern Recognition in Spiking Neural Networks from Spatio-Temporal EEG Data. 35-48 - Shuguang Ding, Xuanyang Xi, Zhiyong Liu, Hong Qiao, Bo Zhang:
A Novel Manifold Regularized Online Semi-supervised Learning Model. 49-61 - Qingqun Ning, Jianke Zhu, Chun Chen:
Very Fast Semantic Image Segmentation Using Hierarchical Dilation and Feature Refining. 62-72 - Bo-Wen Zhang
SSDM2: a Two-Stage Semantic Sequential Dependence Model Framework for Biomedical Question Answering. 73-83 - Liuan Wang
Human Reading Knowledge Inspired Text Line Extraction. 84-93 - Yijun Yan
Cognitive Fusion of Thermal and Visible Imagery for Effective Detection and Tracking of Pedestrians in Videos. 94-104 - Xing Luo
A Semi-blind Model with Parameter Identification for Building Temperature Estimation. 105-116 - Ehsan Asgarian, Mohsen Kahani
The Impact of Sentiment Features on the Sentiment Polarity Classification in Persian Reviews. 117-135 - Shi Feng, Yaqi Wang, Kaisong Song, Daling Wang, Ge Yu:
Detecting Multiple Coexisting Emotions in Microblogs with Convolutional Neural Networks. 136-155 - Ahmad Y. A. Hawalah:
A Framework for Building an Arabic Multi-disciplinary Ontology from Multiple Resources. 156-164 - Peng Ren, Wenjian Sun, Chunbo Luo, Amir Hussain
Clustering-Oriented Multiple Convolutional Neural Networks for Single Image Super-Resolution. 165-178 - Guoqiang Zhong
Reducing and Stretching Deep Convolutional Activation Features for Accurate Image Classification. 179-186
Volume 10, Number 2, April 2018
- Heng-Guo Zhang, Libo Wu, Yan Song, Chi-Wei Su, Qingping Wang, Fei Su
An Online Sequential Learning Non-parametric Value-at-Risk Model for High-Dimensional Time Series. 187-200 - Mohammed Anbar
A Machine Learning Approach to Detect Router Advertisement Flooding Attacks in Next-Generation IPv6 Networks. 201-214 - Murad Badarna, Ilan Shimshoni
The Importance of Pen Motion Pattern Groups for Semi-Automatic Classification of Handwriting into Mental Workload Classes. 215-227 - Prem Kumar Singh
Similar Vague Concepts Selection Using Their Euclidean Distance at Different Granulation. 228-241 - Peide Liu
A Novel Picture Fuzzy Linguistic Aggregation Operator and Its Application to Group Decision-making. 242-259 - Ruihao Li
Semantic Scene Mapping with Spatio-temporal Deep Neural Network for Robotic Applications. 260-271 - Xiaolong Liu, Zhidong Deng:
Segmentation of Drivable Road Using Deep Fully Convolutional Residual Network with Pyramid Pooling. 272-281 - Cheng-Lin Liu, Amir Hussain
Special Issue of BICS 2016. 282-283 - Muhammad Yousefnezhad
Anatomical Pattern Analysis for Decoding Visual Stimuli in Human Brains. 284-295 - Feifei Zhao, Yi Zeng
A Brain-Inspired Decision Making Model Based on Top-Down Biasing of Prefrontal Cortex to Basal Ganglia and Its Application in Autonomous UAV Explorations. 296-306 - Yi Zeng
Toward Robot Self-Consciousness (II): Brain-Inspired Robot Bodily Self Model for Self-Recognition. 307-320 - Wang-Li Hao, Junsong Fan, Zhaoxiang Zhang, Guibo Zhu:
End-to-End Lifelong Learning: a Framework to Achieve Plasticities of both the Feature and Classifier Constructions. 321-333 - Yuan-Yuan Shen, Cheng-Lin Liu:
Incremental Adaptive Learning Vector Quantization for Character Recognition with Continuous Style Adaptation. 334-346 - Huiling Wang
Learning Optimal Seeds for Ranking Saliency. 347-358 - Dan Zeng
Compressing and Accelerating Neural Network for Facial Point Localization. 359-367 - Jinpeng Li
Hierarchical Convolutional Neural Networks for EEG-Based Emotion Recognition. 368-380 - Ke Chen
A Primal Neural Network for Online Equality-Constrained Quadratic Programming. 381-388
Volume 10, Number 3, June 2018
- Xiao Sun
Emotional Human-Machine Conversation Generation Based on Long Short-Term Memory. 389-397 - Clara Rispler, Gil Luria, Allon Kahana, Sara Rosenblum:
Mood Impact on Automaticity of Performance: Handwriting as Exemplar. 398-407 - Sibel Toprak
Evaluating Integration Strategies for Visuo-Haptic Object Recognition. 408-425 - Newton Howard, Amir Hussain
The Fundamental Code Unit of the Brain: Towards a New Model for Cognitive Geometry. 426-436 - Nabila Zrira, Haris Ahmad Khan
Discriminative Deep Belief Network for Indoor Environment Classification Using Global Visual Features. 437-453 - Jun Ye:
Multiple Attribute Decision-Making Methods Based on the Expected Value and the Similarity Measure of Hesitant Neutrosophic Linguistic Numbers. 454-463 - Andrey Gritsenko
Extreme Learning Machines for VISualization+R: Mastering Visualization with Target Variables. 464-477 - Ibrahim Aljarah
Simultaneous Feature Selection and Support Vector Machine Optimization Using the Grasshopper Optimization Algorithm. 478-495 - Xihua Li
D-Intuitionistic Hesitant Fuzzy Sets and their Application in Multiple Attribute Decision Making. 496-505 - Dong Shan, Xinzheng Xu, Tianming Liang, Shifei Ding:
Rank-Adaptive Non-Negative Matrix Factorization. 506-515
Volume 10, Number 4, August 2018
- Daniel Molina
An Insight into Bio-inspired and Evolutionary Algorithms for Global Optimization: Review, Analysis, and Lessons Learnt over a Decade of Competitions. 517-544 - Gun Li
Spatio-Context-Based Target Tracking with Adaptive Multi-Feature Fusion for Real-World Hazy Scenes. 545-557 - Ajaz Ahmad Bhat
Goal-Directed Reasoning and Cooperation in Robots in Shared Workspaces: an Internal Simulation Based Neural Framework. 558-576 - Boyang Zhang, Yingyi Liu
A Joint Unsupervised Cross-Domain Model via Scalable Discriminative Extreme Learning Machine. 577-590 - Ahsan Abdullah, Amir Hussain
A Novel Spatiotemporal Longitudinal Methodology for Predicting Obesity Using Near Infrared Spectroscopy (NIRS) Cerebral Functional Activity Data. 591-609 - Zhifu Tao, Bing Han, Huayou Chen
On Intuitionistic Fuzzy Copula Aggregation Operators in Multiple- Attribute Decision Making. 610-624 - Paula Lauren
Generating Word Embeddings from an Extreme Learning Machine for Sentiment Analysis and Sequence Labeling Tasks. 625-638 - Yukun Ma, Haiyun Peng, Tahir Khan, Erik Cambria
Sentic LSTM: a Hybrid Network for Targeted Aspect-Based Sentiment Analysis. 639-650 - Qasem A. Al-Radaideh
A Hybrid Approach for Arabic Text Summarization Using Domain Knowledge and Genetic Algorithms. 651-669 - Anupam Mondal, Erik Cambria
Relation Extraction of Medical Concepts Using Categorization and Sentiment Analysis. 670-685
Volume 10, Number 5, October 2018
- Yuki Abe, Kazuhisa Fujita
Visual and Category Representations Shaped by the Interaction Between Inferior Temporal and Prefrontal Cortices. 687-702 - W. Joseph MacInnes
A Generative Model of Cognitive State from Task and Eye Movements. 703-717 - Le-le Cao
End-to-End ConvNet for Tactile Recognition Using Residual Orthogonal Tiling and Pyramid Convolution Ensemble. 718-736 - Pu Ji, Hong-Yu Zhang, Jian-qiang Wang:
A Projection-Based Outranking Method with Multi-Hesitant Fuzzy Linguistic Term Sets for Hotel Location Selection. 737-751 - Hong-gang Peng, Jian-qiang Wang
Outranking Decision-Making Method with Z-Number Cognitive Information. 752-768 - Harish Garg
Dual Hesitant Fuzzy Soft Aggregation Operators and Their Application in Decision-Making. 769-789 - Paulo Valente Klaine, João Pedro Battistella Nadas, Richard D. Souza
Distributed Drone Base Station Positioning for Emergency Cellular Networks Using Reinforcement Learning. 790-804 - Atif Elahi
A Nature-Inspired Hybrid Technique for Interference Reduction in Cognitive Radio Networks. 805-815 - Zhaoke Huang, Chunhua Yang
A Novel Cognitively Inspired State Transition Algorithm for Solving the Linear Bi-Level Programming Problem. 816-826 - Cheng Li, Chenwei Deng, Shichao Zhou, Baojun Zhao, Guang-Bin Huang
Conditional Random Mapping for Effective ELM Feature Representation. 827-847 - Buse Gul Atli, Yoan Miche
Anomaly-Based Intrusion Detection Using Extreme Learning Machine and Aggregation of Network Traffic Statistics in Probability Space. 848-863 - Mufti Mahmud
A Brain-Inspired Trust Management Model to Assure Security in a Cloud Based IoT Framework for Neuroscience Applications. 864-873 - Carlos Alonso-Martinez, Marcos Faúndez-Zanuy
Correction to: A Comparative Study of In-Air Trajectories at Short and Long Distances in Online Handwriting. 874
Volume 10, Number 6, December 2018
- Ruihao Li
Ongoing Evolution of Visual SLAM from Geometry to Deep Learning: Challenges and Opportunities. 875-889 - Tianlei Wang, Jiuwen Cao, Xiaoping Lai, Badong Chen
Deep Weighted Extreme Learning Machine. 890-907 - Zhi-Xin Yang
Multi-View CNN Feature Aggregation with ELM Auto-Encoder for 3D Shape Recognition. 908-921 - Jun Pang
Super-Graph Classification Based on Composite Subgraph Features and Extreme Learning Machine. 922-936 - Huaping Liu
Surface Material Recognition Using Active Multi-modal Extreme Learning Machine. 937-950 - Zhen Zhang, Xiangguo Zhao
A New Point-of-Interest Classification Model with an Extreme Learning Machine. 951-964 - Yuliang Ma, Ye Yuan
Trust-Aware Personalized Route Query Using Extreme Learning Machine in Location-Based Social Networks. 965-979 - Kanjar De
A No-Reference Image Quality Measure for Blurred and Compressed Images Using Sparsity Features. 980-990 - Xuan Li, Zilan Hu, Haixian Wang:
Combining Non-negative Matrix Factorization and Sparse Coding for Functional Brain Overlapping Community Detection. 991-1005 - Jirí Mekyska
Quantitative Analysis of Relationship Between Hypokinetic Dysarthria and the Freezing of Gait in Parkinson's Disease. 1006-1018 - Asanka G. Perera
Human Pose and Path Estimation from Aerial Video Using Dynamic Classifier Selection. 1019-1041 - Xiao-Bo Jin, Guo-Sen Xie
Accelerating Infinite Ensemble of Clustering by Pivot Features. 1042-1050 - Bin Liu, Lirong He, Yingming Li, Shandian Zhe, Zenglin Xu:
NeuralCP: Bayesian Multiway Data Analysis with Neural Tensor Decomposition. 1051-1061 - Jordi Solé-Casals
Brain-Computer Interface with Corrupted EEG Data: a Tensor Completion Approach. 1062-1074 - Lirong He, Bin Liu, Guangxi Li, Yongpan Sheng
Knowledge Base Completion by Variational Bayesian Neural Tensor Decomposition. 1075-1084 - Xin-She Yang, Suash Deb, Sudhanshu K. Mishra:
Multi-species Cuckoo Search Algorithm for Global Optimization. 1085-1095 - Waheed Ali H. M. Ghanem, Aman Jantan:
A Cognitively Inspired Hybridization of Artificial Bee Colony and Dragonfly Algorithms for Training Multi-layer Perceptrons. 1096-1134 - Raquel Justo Blanco
Detection of Sarcasm and Nastiness: New Resources for Spanish Language. 1135-1151 - Hsin-Chang Yang
Sentiment Discovery of Social Messages Using Self-Organizing Maps. 1152-1166 - Lorenzo Malandri
Public Mood-Driven Asset Allocation: the Importance of Financial Sentiment in Portfolio Management. 1167-1176
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