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24th ICONIP 2017: Guangzhou, China
- Derong Liu, Shengli Xie, Yuanqing Li, Dongbin Zhao, El-Sayed M. El-Alfy:
Neural Information Processing - 24th International Conference, ICONIP 2017, Guangzhou, China, November 14-18, 2017, Proceedings, Part V. Lecture Notes in Computer Science 10638, Springer 2017, ISBN 978-3-319-70138-7
Data Mining
- Zhi-Lin Zhao, Ling Huang, Chang-Dong Wang, Jian-Huang Lai, Philip S. Yu:
Low-Rank and Sparse Matrix Completion for Recommendation. 3-13 - Yongshan Zhang, Jia Wu
, Zhihua Cai, Siwei Jiang:
Pre-trained Extreme Learning Machine. 14-23 - Lijun Cai, Tao Meng, Tingqin He, Lei Chen, Ziyun Deng:
K-Hop Community Search Based on Local Distance Dynamics. 24-34 - Bo Zhang, Shuqiu Li, Liping Huang, Yongjian Yang:
An Improved Feedback Wavelet Neural Network for Short-Term Passenger Entrance Flow Prediction in Shanghai Subway System. 35-45 - Yi-Ning Xu, Lei Xu, Ling Huang, Chang-Dong Wang:
Social and Content Based Collaborative Filtering for Point-of-Interest Recommendations. 46-56 - Spyros Boukoros, Anupiya Nugaliyadde, Angelos K. Marnerides
Modeling Server Workloads for Campus Email Traffic Using Recurrent Neural Networks. 57-66 - Ratchakoon Pruengkarn, Kok Wai Wong, Chun Che Fung
Multiclass Imbalanced Classification Using Fuzzy C-Mean and SMOTE with Fuzzy Support Vector Machine. 67-75 - Parisa Rastin, Basarab Matei
Incremental Matrix Reordering for Similarity-Based Dynamic Data Sets. 76-84 - Xiaofang Chen, Ying-Can Qian, Yalin Wang:
Power Consumption Prediction for Dynamic Adjustment in Hydrocracking Process Based on State Transition Algorithm and Support Vector Machine. 85-94 - Cheng Liu, Wen-Ming Cao, Chutao Zheng, Hau-San Wong
Learning with Partially Shared Features for Multi-Task Learning. 95-104 - Xiaoya Ren, Guotao Hui, Yanhong Luo, Yingchun Wang, Dongsheng Yang, Ge Qi:
Power Users Behavior Analysis and Application Based on Large Data. 105-114 - Mingjun Zhan, Bo Li:
Accelerated Matrix Factorisation Method for Fuzzy Clustering. 115-123 - When Shen, Zhihua Wei, Zhiyuan Zhou:
Mining Mobile Phone Base Station Data Based on Clustering Algorithms with Application to Public Traffic Route Design. 124-133 - Wang Chen, Hai-Tao Zheng, Xiao-Xi Mao:
Extracting Deep Semantic Information for Intelligent Recommendation. 134-144 - Mohamed E. Abd Elaziz
A Hybrid Method of Sine Cosine Algorithm and Differential Evolution for Feature Selection. 145-155 - Rehab Ali Ibrahim, Diego Oliva
Feature Selection Based on Improved Runner-Root Algorithm Using Chaotic Singer Map and Opposition-Based Learning. 156-166 - Dong Huang
LWMC: A Locally Weighted Meta-Clustering Algorithm for Ensemble Clustering. 167-176 - Yuqi Song, Min Gao, Junliang Yu
PUD: Social Spammer Detection Based on PU Learning. 177-185 - Yoshitatsu Matsuda, Takayuki Sekiya, Kazunori Yamaguchi
Discovery of Interconnection Among Knowledge Areas of Standard Computer Science Curricula by a Data Science Approach. 186-195 - ThaiBinh Nguyen, Atsuhiro Takasu:
A Probabilistic Model for the Cold-Start Problem in Rating Prediction Using Click Data. 196-205 - Mingming Li, Jiao Dai, Wei Liu, Jizhong Han:
Dynamic Forest Model for Sentiment Classification. 206-215 - Lingfeng Li, Yuanping Nie, Weihong Han, Jiuming Huang:
A Multi-attention-Based Bidirectional Long Short-Term Memory Network for Relation Extraction. 216-227 - Hong Cai, Cuiting Yan, Airu Yin, Xuesong Zhao:
Question Recommendation in Medical Community-Based Question Answering. 228-236 - Younjin Chung, Joachim Gudmundsson
A Visual Analysis of Changes to Weighted Self-Organizing Map Patterns. 237-246 - Md. Mamunur Rashid
Periodic Associated Sensor Patterns Mining from Wireless Sensor Networks. 247-255 - Xizhi Guo, Yongwei Zhang, Jianhua Xu:
Online Multi-label Passive Aggressive Active Learning Algorithm Based on Binary Relevance. 256-266 - Sang Ho Kang, Han Bin Bae, Rhee Man Kil, Hee Yong Youn:
Predicting Taxi Passenger Demands Based on the Temporal and Spatial Information. 267-274 - Han Bin Bae, Tae Hyun Kim, Rhee Man Kil, Hee Yong Youn:
Combining the Global and Local Estimation Models for Predicting PM _10 10 Concentrations. 275-284 - Fengmao Lv
Anomaly Detection for Categorical Observations Using Latent Gaussian Process. 285-296 - Junliang Yu
Make Users and Preferred Items Closer: Recommendation via Distance Metric Learning. 297-305 - Jingyuan Wang, Fei Hu, Li Li:
Deep Bi-directional Long Short-Term Memory Model for Short-Term Traffic Flow Prediction. 306-316 - Xue Jiang, Pengfei Jia, Siqi Qiao, Shukai Duan:
Odor Change of Citrus Juice During Storage Based on Electronic Nose Technology. 317-326 - Yaolin Zheng, Yulong Wang, Lei Zhang, Jingyu Wang, Qi Qi:
A Tag-Based Integrated Diffusion Model for Personalized Location Recommendation. 327-337 - Zeng Chen, Keren Wang, Zheng Yang:
Relationship Measurement Using Multiple Factors Extracted from Merged Meeting Events. 338-347 - Kai Liu, Yi Zhang, Kai Lu, Xiaoping Wang, Xin Wang:
Reinforcement Label Propagation Algorithm Based on History Record. 348-356 - Xiang-Rui Peng, Ling Huang, Chang-Dong Wang:
A Hybrid Approach for Recovering Information Propagational Direction. 357-367 - Shenglin Zhao, Irwin King
Geo-Pairwise Ranking Matrix Factorization Model for Point-of-Interest Recommendation. 368-377 - Yadan Liu, Liang Chu, Nan Xu, Yi-fan Jia, Zhe Xu:
A Method to Improve Accuracy of Velocity Prediction Using Markov Model. 378-386 - Peicheng Shi, Suo Wang, Ping Xiao:
Strength Analysis on Safety-Belt ISOFIX Anchorage for Vehicles Based on HyperWorks and Ls-Dyna. 387-396 - Xin Song, Ying Guan, Jinkuan Wang, Jing Gao:
Robust Adaptive Beamforming in Uniform Circular Array. 397-406 - Omaru Maruatona, Peter Vamplew
Evaluating Accuracy in Prudence Analysis for Cyber Security. 407-417 - Fangzhou Xiong, Zhiyong Liu, Xu Yang, Biao Sun, Charles Chiu, Hong Qiao:
A Bayesian Posterior Updating Algorithm in Reinforcement Learning. 418-426 - Jinhak Park, Jangwon Choi, Jungsuk Song:
Detecting Black IP Using for Classification and Analysis Through Source IP of Daily Darknet Traffic. 427-433 - Biao Sun, Fangzhou Xiong, Zhiyong Liu, Xu Yang, Hong Qiao:
A Linear Online Guided Policy Search Algorithm. 434-441 - Tao Ban, Lei Zhu, Jumpei Shimamura, Shaoning Pang
Detection of Botnet Activities Through the Lens of a Large-Scale Darknet. 442-451
Time Series Analysis
- Yangtao Xue, Li Zhang, Zhiwei Tao, Bangjun Wang, Fanzhang Li:
An Altered Kernel Transformation for Time Series Classification. 455-465 - Ke Wang
An Interweaved Time Series Locally Connected Recurrent Neural Network Model on Crime Forecasting. 466-474 - Qianli Ma, Lifeng Shen, Wanqing Zhuang, Jieyu Chen:
Decouple Adversarial Capacities with Dual-Reservoir Network. 475-483 - Chunzhi Xie, Jiancheng Lv, Bijue Jia, Lei Xia:
Tree Factored Conditional Restricted Boltzmann Machines for Mixed Motion Style. 484-492 - Yong Wang, Li Li, Xiaofei Xu:
A Piecewise Hybrid of ARIMA and SVMs for Short-Term Traffic Flow Prediction. 493-502 - Runfan Wu, Yijie Wang, Xingkong Ma, Li Cheng:
TMRCP: A Trend-Matching Resources Coupled Prediction Method over Data Stream. 503-513 - Jiaxing Shang, Jinghao Wang, Ge Liu, Hongchun Wu, Shangbo Zhou, Yong Feng:
App Uninstalls Prediction: A Machine Learning and Time Series Mining Approach. 514-522 - Xu Zhang, Furao Shen, Jinxi Zhao, GuoHai Yang:
Time Series Forecasting Using GRU Neural Network with Multi-lag After Decomposition. 523-532 - Yagmur Gizem Cinar, Hamid Mirisaee, Parantapa Goswami, Éric Gaussier, Ali Aït-Bachir, Vadim V. Strijov
Position-Based Content Attention for Time Series Forecasting with Sequence-to-Sequence RNNs. 533-544 - Noëlie Cherrier, Thibaut Castaings, Alexandre Boulch:
Deep Sequence-to-Sequence Neural Networks for Ionospheric Activity Map Prediction. 545-555 - Wei Lee Woon
Spatio-Temporal Wind Power Prediction Using Recurrent Neural Networks. 556-563 - Rohitash Chandra
Bayesian Neural Learning via Langevin Dynamics for Chaotic Time Series Prediction. 564-573 - Hui Su, Sanqing Hu, Tong Cao, Jianhai Zhang, Yuying Zhu, Bocheng Wang
Causality Analysis Between Soil of Different Depth Moisture and Precipitation in the United States. 574-580 - Le-le Cao
Fix-Budget and Recurrent Data Mining for Online Haptic Perception. 581-591 - Shuhui Zheng, Xiaoming Liu, Chunlin Shang, Guorong Zheng, Guifang Zheng:
Arterial Coordination for Dedicated Bus Priority Based on a Spectral Clustering Algorithm. 592-599 - Hui Song
Multi-resolution Selective Ensemble Extreme Learning Machine for Electricity Consumption Prediction. 600-609 - Tong Cao, Sanqing Hu, Yuying Zhu, Jianhai Zhang, Hui Su, Bocheng Wang
Dow Jones Index is Driven Periodically by the Unemployment Rate During Economic Crisis and Non-economic Crisis Periods. 610-617 - Rohitash Chandra
Dynamic Cyclone Wind-Intensity Prediction Using Co-Evolutionary Multi-task Learning. 618-627
Social Networks
- Qianwen Zhang, Yuzhu Wu, Jinkui Xie:
Layer-Prioritized Influence Maximization in Social Networks. 631-638 - Xiaoming Liu, Yulin Tian, Chunlin Shang, Peizhou Yan
Design of Traffic Signal Controller Based on Network. 639-646 - Lintao Lv, Zengchang Qin, Tao Wan:
Motif Iteration Model for Network Representation. 647-656 - Yanan Cao, Shi Wang, Xiaoxue Li, Cong Cao, Yanbing Liu, Jianlong Tan:
Inferring Social Network User's Interest Based on Convolutional Neural Network. 657-666 - Mariem Abbes, Zied Kechaou, Adel M. Alimi
Enhanced Deep Learning Models for Sentiment Analysis in Arab Social Media. 667-676 - Zimin Xu, Qiaoyu Li, Jianlei Zhang:
Collective Actions in Three Types of Continuous Public Goods Games in Spatial Networks. 677-688 - Qu Liu, Yuanzhuo Wang, Chuang Lin, Guoliang Xing:
Analysing the Evolution of Contrary Opinions on a Controversial Network Event. 689-698 - Qing Ma, Reo Kato, Masaki Murata:
Category Prediction of Questions Posted in Community-Based Question Answering Services Using Deep Learning Methods. 699-709 - Yue Wang, Meng Chen, Xiaohui Yu
LCE: A Location Category Embedding Model for Predicting the Category Labels of POIs. 710-720 - Zhu Liu, Kan Li, Dacheng Qu:
Knowledge Graph Based Question Routing for Community Question Answering. 721-730 - Chunlong Fan, Dong Li, Yiping Teng, Dongwan Fan, Guohui Ding:
Exploiting Non-visible Relationship in Link Prediction Based on Asymmetric Local Random Walk. 731-740 - Changqing Gong, Yun Xiao, Mengfei Li, Shou-Fei Han, Na Lin, Zhenzhou Guo:
Ciphertext Retrieval Technology of Homomorphic Encryption Based on Cloud Pretreatment. 741-751 - Hongchun Wu, Jiaxing Shang, Shangbo Zhou, Yong Feng:
A Linear Time Algorithm for Influence Maximization in Large-Scale Social Networks. 752-761
Bioinformatics, Information Security and Social Cognition
- Dehua Chen, Cheng Shi, Mei Wang, Qiao Pan:
Thyroid Nodule Classification Using Hierarchical Recurrent Neural Network with Multiple Ultrasound Reports. 765-773 - Pattanapong Chantamit-o-pas, Madhu Goyal
Prediction of Stroke Using Deep Learning Model. 774-781 - Steven Squires
A Method of Integrating Spatial Proteomics and Protein-Protein Interaction Network Data. 782-790 - Suneetha Uppu, Aneesh Krishna:
Tuning Hyperparameters for Gene Interaction Models in Genome-Wide Association Studies. 791-801 - Shun Okuno, Kazuhisa Fujita
Computational Efficacy of GPGPU-Accelerated Simulation for Various Neuron Models. 802-809 - Amin Khatami, Yonghang Tai, Abbas Khosravi, Lei Wei
A Haptics Feedback Based-LSTM Predictive Model for Pericardiocentesis Therapy Using Public Introperative Data. 810-818 - Rim Haidar, Irena Koprinska, Bryn Jeffries
Sleep Apnea Event Detection from Nasal Airflow Using Convolutional Neural Networks. 819-827 - Ming Zhang
A Deep Learning Method to Detect Web Attacks Using a Specially Designed CNN. 828-836 - Jinwen He, Rushi Lan, Shouhua Wang, Xiaonan Luo:
An Integrated Chaotic System with Application to Image Encryption. 837-847 - Mahmood Yousefi-Azar
Fast, Automatic and Scalable Learning to Detect Android Malware. 848-857 - Zhipeng Li, Zheng Qin, Kai Huang, Xiao Yang, Shuxiong Ye:
Intrusion Detection Using Convolutional Neural Networks for Representation Learning. 858-866 - Peng Fang, Liusheng Huang, Xinyuan Zhang, Hongli Xu, Shaowei Wang:
Detect Malicious Attacks from Entire TCP Communication Process. 867-877 - Zhiqiang He, Liusheng Huang, Wei Yang, Zukui Wang:
Exploiting Cantor Expansion for Covert Channels over LTE-Advanced. 878-887 - Yuki Kawaguchi, Akira Yamada, Seiichi Ozawa:
AI Web-Contents Analyzer for Monitoring Underground Marketplace. 888-896 - Rohitash Chandra
Towards an Affective Computational Model for Machine Consciousness. 897-907 - Ying Liu, Yongfeng Huang, Xuanmei Qin:
Measuring Self-monitoring Using Facebook Online Data Based on Snyder's Psychological Theories. 908-918 - Aizhi Liu, Lei Wang, Yanling Zhang, Changyin Sun:
Coevolution of Cooperation and Complex Networks via Indirect Reciprocity. 919-926
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