Neural Information Processing: 25th International Conference, ICONIP 2018, Siem Reap, Cambodia, December 13–16, 2018, Proceedings, Part II

Front Matter ....Pages I-XXII
Front Matter ....Pages 1-1
 Improved Kernel Density Estimation Self-organizing Incremental Neural Network to Perform Big Data Analysis  (Wonjik Kim, Osamu Hasegawa)....Pages 3-13
 HISBmodel: A Rumor Diffusion Model Based on Human Individual and Social Behaviors in Online Social Networks  (Adil Imad Eddine Hosni, Kan Li, Sadique Ahmed)....Pages 14-27
 Multi-scale Feature Decode and Fuse Model with CRF Layer for Boundary Detection  (Zihao Dong, Ruixun Zhang, Xiuli Shao, Huichao Li, Zihan Yang)....Pages 28-40
 Sentimental Analysis for AIML-Based E-Health Conversational Agents  (David Ireland, Hamed Hassanzadeh, Son N. Tran)....Pages 41-51
 Hashtag Recommendation with Attention-Based Neural Image Hashtagging Network  (Gaosheng Wu, Yuhua Li, Wenjin Yan, Ruixuan Li, Xiwu Gu, Qi Yang)....Pages 52-63
 CocoNet: A Deep Neural Network for Mapping Pixel Coordinates to Color Values  (Paul Andrei Bricman, Radu Tudor Ionescu)....Pages 64-76
 BCMLP: Binary-Connected Multilayer Perceptrons  (Ningqi Luo, Binheng Song, Yinxu Pan, Bin Shen)....Pages 77-88
 Network of Recurrent Neural Networks: Design for Emergence  (Chaoming Wang, Yi Zeng)....Pages 89-102
 Computationally Efficient Radial Basis Function  (Adedamola Wuraola, Nitish Patel)....Pages 103-112
 A Model for Age and Gender Profiling of Social Media Accounts Based on Post Contents  (Jan Kristoffer Cheng, Avril Fernandez, Rissa Grace Marie Quindoza, Shayane Tan, Charibeth Cheng)....Pages 113-123
 A Wiener Causality Defined by Relative Entropy  (Junya Chen, Jianfeng Feng, Wenlian Lu)....Pages 124-133
 Scene Graph Generation Based on Node-Relation Context Module  (Xin Lin, Yonggang Li, Chunping Liu, Yi Ji, Jianyu Yang)....Pages 134-145
 Cross-Layer Convolutional Siamese Network for Visual Tracking  (Yanyin Chen, Xing Chen, Huibin Tan, Xiang Zhang, Long Lan, Xuhui Huang et al.)....Pages 146-156
 A Data Augmentation Model Based on Variational Approach  (Lei Xia, Jiancheng Lv, Yong Xu)....Pages 157-168
 Asynchronous Value Iteration Network  (Zhiyuan Pan, Zongzhang Zhang, Zixuan Chen)....Pages 169-180
 FVR-SGD: A New Flexible Variance-Reduction Method for SGD on Large-Scale Datasets  (Mingxing Tang, Zhen Huang, Linbo Qiao, Shuyang Du, Yuxing Peng, Changjian Wang)....Pages 181-193
 A Neural Network Model for Gating Task-Relevant Information by Rhythmic Oscillations  (Ryo Tani, Yoshiki Kashimori)....Pages 194-202
 A Hybrid Model Based on the Rating Bias and Textual Bias for Recommender Systems  (Jiao Dai, Mingming Li, Songlin Hu, Jizhong Han)....Pages 203-214
 Phase and Amplitude Modulation in a Neural Oscillatory Model of the Orientation Map  (Bhadra S. Kumar, Avinash Kori, Sundari Elango, V. Srinivasa Chakravarthy)....Pages 215-226
 Neural Networks Models for Analyzing Magic: The Gathering Cards  (Felipe Zilio, Marcelo Prates, Luis Lamb)....Pages 227-239
 MulAttenRec: A Multi-level Attention-Based Model for Recommendation  (Zhipeng Lin, Wenjing Yang, Yongjun Zhang, Haotian Wang, Yuhua Tang)....Pages 240-252
 SSteGAN: Self-learning Steganography Based on Generative Adversarial Networks  (Zihan Wang, Neng Gao, Xin Wang, Xuexin Qu, Linghui Li)....Pages 253-264
 A Multidimensional Interaction-Focused Model for Ad-Hoc Retrieval  (Qiang Sun, JiaLiang Wu, Yue Wu)....Pages 265-274
 Accounting Results Modelling with Neural Networks: The Case of an International Oil and Gas Company  (Yang Duan, Chung-Hsing Yeh, David L. Dowe)....Pages 275-285
 Attention Based Dialogue Context Selection Model  (Weidi Xu, Yong Ren, Ying Tan)....Pages 286-295
 Memory-Based Model with Multiple Attentions for Multi-turn Response Selection  (Xingwu Lu, Man Lan, Yuanbin Wu)....Pages 296-307
 A Robust LPNN Technique for Target Localization Under Hybrid TOA/AOA Measurements  (Muideen Adegoke, Andrew Chi Sing Leung, John Sum)....Pages 308-320
 Central Pattern Generator Based on Interstitial Cell Models Made from Bursting Neuron Models  (Takahiro Toizumi, Katsutoshi Saeki)....Pages 321-329
 Active Feedback Framework with Scan-Path Clustering for Deep Affective Models  (Li-Ming Zhao, Xin-Wei Li, Wei-Long Zheng, Bao-Liang Lu)....Pages 330-340
Front Matter ....Pages 341-341
 A New Robust Stability Result for Delayed Neural Networks  (Ozlem Faydasicok, Cemal Cicek, Sabri Arik)....Pages 343-352
 A Novel Criterion for Global Asymptotic Stability of Neutral-Type Neural Networks with Discrete Time Delays  (Ozlem Faydasicok, Sabri Arik)....Pages 353-360
 Anti-synchronization of Neural Networks with Mixed Delays  (Dan Liu, Dan Ye)....Pages 361-370
 Incremental Stability of Neural Networks with Switched Parameters and Time Delays via Contraction Theory of Multiple Norms  (Hao Qiang, Wenlian Lu)....Pages 371-380
 Lag Synchronization of Complex-Valued Neural Networks with Time Delays  (Jiarong Li, Haijun Jiang, Cheng Hu, Juan Yu)....Pages 381-392
 Continuous Attractors of Nonlinear Neural Networks with Asymmetric Connection Weights  (Jiali Yu, Zhang Yi, Chunxiao Wang, Yong Liao, Zhixin Pang)....Pages 393-402
Front Matter ....Pages 403-403
 Two Matrix-Type Projection Neural Networks for Solving Matrix-Valued Optimization Problems  (Lingmei Huang, Youshen Xia, Songchuan Zhang)....Pages 405-416
 An Adaptive Ant Colony System for Public Bicycle Scheduling Problem  (Di Liang, Zhi-Hui Zhan, Jun Zhang)....Pages 417-429
 An Artificial Neural Network for Distributed Constrained Optimization  (Na Liu, Wenwen Jia, Sitian Qin, Guocheng Li)....Pages 430-441
 An Estimation of Distribution Algorithm for Large-Scale Optimization with Cooperative Co-evolution and Local Search  (Jia-Ying Lin, Wei-Neng Chen, Jun Zhang)....Pages 442-452
 A Collaborative Neurodynamic Approach to Symmetric Nonnegative Matrix Factorization  (Hangjun Che, Jun Wang)....Pages 453-462
 Modularity Maximization for Community Detection Using Genetic Algorithm  (Hu Lu, Qi Yao)....Pages 463-472
 Continuous Trade-off Optimization Between Fast and Accurate Deep Face Detectors  (Petru Soviany, Radu Tudor Ionescu)....Pages 473-485
 Multi-Dimensional Optical Flow Embedded Genetic Programming for Anomaly Detection in Crowded Scenes  (Zeyu Mi, Lin Shang, Bing Xue)....Pages 486-497
 Robust Regression with Nonconvex Schatten p-Norm Minimization  (Deyu Zeng, Ming Yin, Shengli Xie, Zongze Wu)....Pages 498-508
 Adaptive Crossover Memetic Differential Harmony Search for Optimizing Document Clustering  (Ibraheem Al-Jadir, Kok Wai Wong, Chun Che Fung, Hong Xie)....Pages 509-518
 Neurodynamics-Based Nonnegative Matrix Factorization for Classification  (Nian Zhang, Keenan Leatham)....Pages 519-529
 A Multi-kernel Semi-supervised Metric Learning Using Multi-objective Optimization Approach  (Rakesh Kumar Sanodiya, Sriparna Saha, Jimson Mathew)....Pages 530-541
 Software-as-a-Service Composition in Cloud Computing Using Genetic Algorithm  (Samuel Yu Toh, Maolin Tang)....Pages 542-551
 Evolving Computationally Efficient Hashing for Similarity Search  (David Iclanzan, Sándor Miklós Szilágyi, László Szilágyi)....Pages 552-563
 Combining Two-Phase Local Search with Multi-objective Ant Colony Optimization  (Chun-Wa Leung, Sin-Chun Ng, Andrew K. Lui)....Pages 564-576
 A Neural Network Based Global Optimal Algorithm for Unconstrained Binary Quadratic Programming Problem  (Shenshen Gu, Xinyi Chen)....Pages 577-587
Front Matter ....Pages 589-589
 Stochasticity-Assisted Training in Artificial Neural Network  (Adedamola Wuraola, Nitish Patel)....Pages 591-602
 An Independent Approach to Training Classifiers on Physiological Data: An Example Using Smiles  (Md Zakir Hossain, Tom D. Gedeon)....Pages 603-613
 Mixed Precision Weight Networks: Training Neural Networks with Varied Precision Weights  (Ninnart Fuengfusin, Hakaru Tamukoh)....Pages 614-623
 Policy Space Noise in Deep Deterministic Policy Gradient  (Yan Yan, Quan Liu)....Pages 624-634
 Mixup of Feature Maps in a Hidden Layer for Training of Convolutional Neural Network  (Hideki Oki, Takio Kurita)....Pages 635-644
 Deep Deterministic Policy Gradient with Clustered Prioritized Sampling  (Wen Wu, Fei Zhu, YuChen Fu, Quan Liu)....Pages 645-654
 Induced Exploration on Policy Gradients by Increasing Actor Entropy Using Advantage Target Regions  (Alfonso B. Labao, Carlo R. Raquel, Prospero C. Naval Jr.)....Pages 655-667
 MCP Based Noise Resistant Algorithm for Training RBF Networks and Selecting Centers  (Hao Wang, Andrew Chi Sing Leung, John Sum)....Pages 668-679
 Fault-Resistant Algorithms for Single Layer Neural Networks  (Muideen Adegoke, Andrew Chi Sing Leung, John Sum)....Pages 680-689
 Adversarial Minimax Training for Robustness Against Adversarial Examples  (Ryota Komiyama, Motonobu Hattori)....Pages 690-699
 SATB-Nets: Training Deep Neural Networks with Segmented Asymmetric Ternary and Binary Weights  (Shuai Gao, JunMin Wu, Da Chen, Jie Ding)....Pages 700-710
 Asynchronous Methods for Multi-agent Deep Deterministic Policy Gradient  (Xuesong Jiang, Zhipeng Li, Xiumei Wei)....Pages 711-721
 A Revisit of Reducing Hidden Nodes in a Radial Basis Function Neural Network with Histogram  (Pey Yun Goh, Shing Chiang Tan, Wooi Ping Cheah)....Pages 722-731
Back Matter ....Pages 733-735