Intelligent Data Engineering and Automated Learning – IDEAL 2017: 18th International Conference, Guilin, China, October 30 – November 1, 2017, Proceedings

Front Matter ....Pages I-XVI
 Learning Convolutional Ranking-Score Function by Query Preference Regularization  (Guohui Zhang, Gaoyuan Liang, Weizhi Li, Jian Fang, Jingbin Wang, Yanyan Geng et al.)....Pages 1-8
 Dynamic Community Detection Algorithm Based on Automatic Parameter Adjustment  (Kai Lu, Xin Wang, Xiaoping Wang)....Pages 9-19
 An Ant Colony Random Walk Algorithm for Overlapping Community Detection  (TianRen Ma, Zhengyou Xia, Fan Yang)....Pages 20-26
 UK - Means Clustering for Uncertain Time Series Based on ULDTW Distance  (Xiaoping Zhu, Zongmin Ma, Qijie Tang)....Pages 27-35
 Predicting Physical Activities from Accelerometer Readings in Spherical Coordinate System  (Kittikawin Lehsan, Jakramate Bootkrajang)....Pages 36-44
 A Community Detection Algorithm Based on Jaccard Similarity Label Propagation  (Meng Wang, Xiaodong Cai, Yan Zeng, Xiaoxi Liang)....Pages 45-52
 A Robust Object Tracking Method Based on CamShift for UAV Videos  (Chang Zhao, Jiabin Yuan, Huiting Zheng)....Pages 53-62
 Multi-output LSSVM-Based Forecasting Model for Mid-Term Interval Load Optimized by SOA and Fresh Degree Function  (Huiting Zheng, Jiabin Yuan, Chang Zhao)....Pages 63-72
 A Potential-Based Density Estimation Method for Clustering Using Decision Graph  (Huanqian Yan, Yonggang Lu, Li Li)....Pages 73-82
 Optimization of Grover’s Algorithm Simulation Based on Cloud Computing  (Xuwei Tang, Juan Xu, Ye Zhou)....Pages 83-93
 Cross-Media Retrieval of Tourism Big Data Based on Deep Features and Topic Semantics  (Yang Li, Junping Du, Zijian Lin, Lingfei Ye)....Pages 94-102
 Information Retrieval with Implicitly Temporal Queries  (Jingjing Wang, Shengli Wu)....Pages 103-111
 On the Relations of Theoretical Foundations of Different Causal Inference Algorithms  (Furui Liu, Laiwan Chan)....Pages 112-119
 SibStCNN and TBCNN + kNN-TED: New Models over Tree Structures for Source Code Classification  (Anh Viet Phan, Minh Le Nguyen, Lam Thu Bui)....Pages 120-128
 A Community Detection Algorithm Based on Local Double Rings and Fireworks Algorithm  (TianRen Ma, Zhengyou Xia)....Pages 129-135
 Cost Sensitive Matrix Factorization for Face Recognition  (Jianwu Wan, Ming Yang, Hongyuan Wang)....Pages 136-145
 Research of Dengue Fever Prediction in San Juan, Puerto Rico Based on a KNN Regression Model  (Ying Jiang, Guohun Zhu, Ling Lin)....Pages 146-153
 Identification of Nonlinear System Based on Complex-Valued Flexible Neural Network  (Lina Jia, Wei Zhang, Bin Yang)....Pages 154-162
 Research on the Method of Splitting Large Class Diagram Based on Multilevel Partitioning  (JinShuai Li, XiaoFei Zhao, BaoShan Sun)....Pages 163-172
 Ford Motorcar Identification from Single-Camera Side-View Image Based on Convolutional Neural Network  (Shui-Hua Wang, Wen-Juan Jia, Yu-Dong Zhang)....Pages 173-180
 Predicting Personality Traits of Users in Social Networks  (Zhili Ye, Yang Du, Li Zhao)....Pages 181-191
 Face Anti-spoofing Algorithm Based on Gray Level Co-occurrence Matrix and Dual Tree Complex Wavelet Transform  (Xiaofeng Qu, Hengjian Li, Jiwen Dong)....Pages 192-200
 High-Accuracy Deep Convolution Neural Network for Image Super-Resolution  (Wen’an Tan, Xiao Guo)....Pages 201-210
 An Improved Density Peak Clustering Algorithm  (Jian Hou, Xu E)....Pages 211-221
 Consensus-based Parallel Algorithm for Robust Convex Optimization with Scenario Approach in Colored Network  (Fan Feng, Feilong Cao)....Pages 222-231
 Heterogeneous Context-aware Recommendation Algorithm with Semi-supervised Tensor Factorization  (Guoyong Cai, Weidong Gu)....Pages 232-241
 Object Detection with Proposals in High-Resolution Optical Remote Sensing Images  (Huoping Ding, Qinhan Luo, Zhengxia Zou, Cuicui Guo, Zhenwei Shi)....Pages 242-250
 Towards Spectral-Texture Approach to Hyperspectral Image Analysis for Plant Classification  (Ali AlSuwaidi, Bruce Grieve, Hujun Yin)....Pages 251-260
 Face Attributes Retrieval by Multi-Label Contractive Hashing  (Xuan Zhao, Xin Jin, Xiao Guo)....Pages 261-269
 Trajectory Similarity-Based Prediction with Information Fusion for Remaining Useful Life  (Zhongyu Wang, Wang Tang, Dechang Pi)....Pages 270-278
 Co-clustering with Manifold and Double Sparse Representation  (Fang Li, Sanyuan Zhang)....Pages 279-286
 Artifact Removal Methods in Motor Imagery of EEG  (Yanlong Zhu, Zhongyu Wang, Chenglong Dai, Dechang Pi)....Pages 287-294
 Clustering by Searching Density Peaks via Local Standard Deviation  (Juanying Xie, Weiliang Jiang, Lijuan Ding)....Pages 295-305
 Sparse Representation Based on Discriminant Locality Preserving Dictionary Learning for Face Recognition  (Guang Feng, Hengjian Li, Jiwen Dong, Xi Chen)....Pages 306-314
 Cost-Sensitive Alternating Direction Method of Multipliers for Large-Scale Classification  (Huihui Wang, Yinghuan Shi, Xingguo Chen, Yang Gao)....Pages 315-325
 Fuzzy 2D-LDA Face Recognition Based on Sub-image  (Xingrui Zhang, Yulian Zhu, Xiaohong Chen)....Pages 326-334
 Evolving Technical Trading Strategies Using Genetic Algorithms: A Case About Pakistan Stock Exchange  (Basit Tanvir Khan, Noman Javed, Ambreen Hanif, Muhammad Adil Raja)....Pages 335-344
 A Hybrid Evolutionary Algorithm based on Adaptive Mutation and Crossover for Collaborative Learning Team Formation in Higher Education  (Virginia Yannibelli, Analía Amandi)....Pages 345-354
 Object Recognition Based on Dynamic Random Forests and SURF Descriptor  (Khaoula Jayech, Mohamed Ali Mahjoub)....Pages 355-364
 Reducing Subjectivity in the System Dynamics Modeling Process: An Interdisciplinary Approach  (Jae Un Jung)....Pages 365-375
 The Theory of Modified Rings Game  (Yushuang Wu, Yuhao Lin, Xiaoyu Chen, Xingguo Chen)....Pages 376-386
 Markov Random Field Based Convolutional Neural Networks for Image Classification  (Yao Peng, Hujun Yin)....Pages 387-396
 Using the Multivariate Normal to Improve Random Projections  (Keegan Kang)....Pages 397-405
 Automatic Motion Segmentation via a Cumulative Kernel Representation and Spectral Clustering  (O. R. Oña-Rocha, O. T. Sánchez-Manosalvas, A. C. Umaquinga-Criollo, P. D. Rosero-Montalvo, L. E. Suárez-Zambrano, J. L. Rodríguez-Sotelo et al.)....Pages 406-414
 Generation of Reducts and Threshold Functions and Its Networks for Classification  (Naohiro Ishii, Ippei Torii, Kazunori Iwata, Kazuya Odagiri, Toyoshiro Nakashima)....Pages 415-424
 Exploring Elitism in Genetic Algorithms for License Plate Recognition with Michigan-Style Classifiers  (Dante Giovanni Sterpin Buitrago, Fernando Martínez Santa)....Pages 425-435
 Comparison Among Physiological Signals for Biometric Identification  (M. Moreno-Revelo, M. Ortega-Adarme, D. H. Peluffo-Ordoñez, K. C. Alvarez-Uribe, M. A. Becerra)....Pages 436-443
 A Pay as You Use Resource Security Provision Approach Based on Data Graph, Information Graph and Knowledge Graph  (Lixu Shao, Yucong Duan, Lizhen Cui, Quan Zou, Xiaobing Sun)....Pages 444-451
 An Investment Defined Transaction Processing Towards Temporal and Spatial Optimization with Collaborative Storage and Computation Adaptation  (Yucong Duan, Lixu Shao, Xiaobing Sun, Donghai Zhu, Xiaoxian Yang, Abdelrahman Osman Elfaki)....Pages 452-460
 Interactive Data Visualization Using Dimensionality Reduction and Dissimilarity-Based Representations  (D. F. Peña-Unigarro, P. Rosero-Montalvo, E. J. Revelo-Fuelagán, J. A. Castro-Silva, J. C. Alvarado-Pérez, R. Therón et al.)....Pages 461-469
 Applying Random Forest to Drive Recommendation  (Le Zhan, Jingwei Zhang, Qing Yang, Yuming Lin)....Pages 470-480
 Linguistic Truth-Valued Multi-Attribute Decision Making Approach Based on TOPSIS  (Yuanyuan Shi, Li Zou, Yingying Xu, Siyuan Luo, Jia Meng)....Pages 481-488
 A Comparative Study on Lagrange Ying-Yang Alternation Method in Gaussian Mixture-Based Clustering  (Weijian Long, Shikui Tu, Lei Xu)....Pages 489-499
 Convolutional Neural Networks for Unsupervised Anomaly Detection in Text Data  (Oleg Gorokhov, Mikhail Petrovskiy, Igor Mashechkin)....Pages 500-507
 Solving the Bi-criteria Max-Cut Problem with Different Neighborhood Combination Strategies  (Li-Yuan Xue, Rong-Qiang Zeng, Zheng-Yin Hu, Yi Wen)....Pages 508-515
 Semi-supervised Regularized Discriminant Analysis for EEG-Based BCI System  (Yuhang Xin, Qiang Wu, Qibin Zhao, Qi Wu)....Pages 516-523
 Predicting Learning Effect by Learner’s Behavior in MOOCs  (Ye Tian, Yimin Wen, Xinhe Yi, Xi Yang, Yuqing Miao)....Pages 524-533
 Standardised Reputation Measurement  (Peter Mitic)....Pages 534-542
 Is a Reputation Time Series White Noise?  (Peter Mitic)....Pages 543-550
 Chaotic Brain Storm Optimization Algorithm  (Eva Tuba, Edin Dolicanin, Milan Tuba)....Pages 551-559
 Universum Discriminant Canonical Correlation Analysis  (Xiaohong Chen, Hujun Yin, Menglei Hu, Liping Wang)....Pages 560-570
 Color Image Segmentation by Multilevel Thresholding Based on Harmony Search Algorithm  (Viktor Tuba, Marko Beko, Milan Tuba)....Pages 571-579
 Finding Sentiment in Noise: Non-linear Relationships Between Sentiment and Financial Markets  (Zeyan Zhao, Stephen Kelly, Khurshid Ahmad)....Pages 580-591
 Stochastic and Non-Stochastic Feature Selection  (Antonio J. Tallón-Ballesteros, Luís Correia, Sung-Bae Cho)....Pages 592-598
 Understanding Matching Data Through Their Partial Components  (Pablo Álvarez de Toledo, Fernando Núñez, Carlos Usabiaga, Antonio J. Tallón-Ballesteros)....Pages 599-606
Back Matter ....Pages 607-609