Programme

Further information about the Keynote Speeches can be found here.

Conference program (more detailed programme in the full programme file and below).

December 14 2015, Monday
4:00pm – 6:00pm	Registration Venue: The Lobby, Shangri-La Hotel
7:00pm – 10:00pm	Welcome Reception Venue: Shangri-La Hotel (to be confirmed)

December 15 2015, Tuesday
Venue	Ballroom, Level 3, Shangri-La Hotel
8:00am – 8:10am	Opening Ceremony
8:10am – 8:50am	Keynote 1: The Hebbian - LMS Learning Algorithm (Tentative) Speaker: Bernard Widrow, Stanford University, USA Chair: Donald C. Wunsch II, Missouri University of Science & Technology, USA
8:50am – 9:30am	Keynote 2: Extreme Learning Machines based Intelligent Systems for Power System Security Assessment and Risk Management Speaker: Zhaoyang Dong, University of Sydney, Australia Chair: Meng-Joo Er, Nanyang Technological University, Singapore
9:30am – 10:10pm	Keynote 3: Hierarchical Extreme Learning Machines (ELM) – New Trend of Machine Learning Speaker: Guang-Bin Huang, Nanyang Technological University, Singapore Chair: Yoan Miche, Nokia Solutions and Networks, Finland
10:10am – 10:30am	Coffee Break and Discussions Venue: Ballroom: Foyer, Level 3, Shangri-La Hotel
Venues	Yingbo Hall	Tingtao Hall		Ballroom, Level 3			Yingchao Hall
10:30am – 12:30pm	Session TM1: ELM Algorithm (I)	Session TM2: ELM Applications (I)		Session TM3: ELM in Big and Large Scale Data Learning			Session TM4: ELM and Sparse Representation
12:30pm – 2:00pm	Lunch Venue: Ballroom, Level 2, Shangri-La Hotel

Venues	Yingbo Hall		Tingtao Hall	Ballroom, Level 3			Yingchao Hall
2:00pm – 4:00pm	Session TA1: ELM Algorithms (II)		Session TA2: ELM Applications (II)	Session TA3: ELM in Image Processing			Session TA4: ELM in Biomedical Engineering
4:00pm – 4:20pm	Coffee Break and Discussions Venue: Ballroom: Foyer, Level 3, Shangri-La Hotel
4:20pm – 6:00pm	Session TA5: ELM Algorithms (III)		Session TA6: ELM Applications (III)	Session TA7: ELM in Feature Extraction and Applications			Session TA8: ELM in Sequential and Multi-label Learning
6:30pm – 8:30pm	Dinner Venue: Luo Wai Luo Restaurant (楼外楼)

December 16 2015, Wednesday
Venue	Ballroom, Level 3, Shangri-La Hotel
8:30am – 9:10am	Keynote 4: Big Data and ELM for Biomedicine Speaker: Sushing Chen, University of Florida, USA Chair: Amaury Lendasse, University of Iowa, USA
9:10am – 9:50am	Keynote 5: Multi Extreme Learning Machines for Image Feature Representation Speaker: Q. M. Jonathan Wu, University of Windsor, Canada Chair: Kar-Ann Toh, Yonsei University, Korea
9:50am – 10:30am	Keynote 6: From Computational Imaging to Optical Computing: ELMs at the Speed of Light Speaker: Laurent Daudet, Paris Diderot University, France Chair: Hua-Jun Chen, Zhejiang University, China
10:30am – 10:50am	Coffee Break and Discussions Venue: Ballroom: Foyer, Level 3, Shangri-La Hotel
Venues	Yingbo Hall		Tingtao Hall		Ballroom, Level 3	Yingchao Hall
10:50am – 12:30pm	Session WM1: ELM Theory		Session WM2: ELM in Identification and Detection		Session WM3: ELM in Web Applications	Session WM4: ELM in Facial and Emotion Classification
12:30pm – 2:00pm	Lunch Venue: Ballroom, Level 2, Shangri-La Hotel
2:00pm – 3:20pm	Session WA1: ELM in Prediction and Forecasting		Session WA2: ELM in Industrial Applications		Session WA3: ELM in Tracking and Localization	Session WA4: ELM in Image and Text Processing
3:20pm – 3:40pm	Coffee Break and Discussions Venue: Ballroom: Foyer, Level 3, Shangri-La Hotel
Venue	Ballroom, Level 3, Shangri-La Hotel
3:40pm – 4:40pm	Keynote 7: ELM and Brain Mind (Tentative) Speaker: Newton Howard, Oxford University, UK Chair: Erik Cambria, Nanyang Technological University, Singapore
4:40pm – 6:00pm	Panel Discussions Panel members - Laurent Daudet, Paris Diderot University, France Sushing Chen, University of Florida, USA Zhaoyang Dong, University of Sydney, Australia Kar-Ann Toh, Yonsei University, Korea Newton Howard, Oxford University, UK Guang-Bin Huang, Nanyang Technological University, Singapore Q. M. Jonathan Wu, University of Windsor, Canada Xin Yao, University of Birmingham, UK Chair: C. L. Philip Chen, University of Macau, Macau
6:30pm – 7:00pm	Banquet Cocktail
7:00pm – 10:00pm	Conference Banquet Venue: Ballroom, Level 3, Shangri-La Hotel

December 17 2015, Thursday
9:00am – 4:00pm *(Time to be confirmed)*	Social and Networking Activities - Xixi National Wetland Park (Only for confirmed registered participants) Meeting Time: 9:00am Meeting Venue: Shangri-La Hotel

Technical Program

December 15th, 2015, Tuesday

10:30am – 12:30pm	Session TM1: ELM Algorithm (I) Chair: Federica Bisio **Venue: Yingbo Hall (映波厅**)
10:30am	Efficient Batch Parallel Online Sequential Extreme Learning Machine Algorithm based on MapReduce Shan Huang, Botao Wang, Yuemei Chen, Guoren Wang, and Ge Yu Northeastern University, China
10:50am	Fixed-Point Evaluation of Extreme Learning Machine for Classification Yingnan Xu, Jingfei Jiang, Juping Jiang, Zhiqiang Liu, and Jinwei Xu National University of Defense Technology, China
11:10am	Parallel Multi-Graph Classification Using Extreme Learning Machine and MapReduce Jun Pang¹, Yu Gu¹, Jia Xu², Xiaowang Kong¹, and Ge Yu¹ ¹Northeastern University, China ²Guangxi University,China
11:30am	Cluster-based Outlier Detection Using Unsupervised Extreme Learning Machines Xite Wang, Derong Shen, Mei Bai, Tiezheng Nie, Yue Kou, and Ge Yu Northeastern University, China
11:50am	Learning with Similarity Functions: a Novel Design for the Extreme Learning Machine Federica Bisio, Paolo Gastaldo, Rodolfo Zunino, Christian Gianoglio, and Edoardo Ragusa University of Genoa, Italy
12:10pm	Optimization Extreme Learning Machine with ν Regularization Ding Xiao-Jian¹, Lan Yuan², Zhang Zhi-Feng³, and Xu Xin¹ ¹Science and Technology on Information Systems Engineering Laboratory, China ²Taiyuan University of Technology, China ³Zhengzhou University of Light Industry, China

10:30am – 12:30pm	Session TM2: ELM Applications (I) Chair: Kezhi Mao **Venue: Tingtao Hall (听涛厅**)
10:30am	The Distance-based Representative Skyline Calculation using Unsupervised Extreme Learning Machines Mei Bai, Junchang Xin, Guoren Wang, and Xite Wang Northeastern University, China
10:50am	A Semi-Supervised Extreme Learning Machine Framework and Its Application in Antineoplastics Classification Using Near-Infrared Spectroscopy Data Shibo Jing, Tengyang Zhao, and Liming Yang China Agricultural University, China
11:10am	Optimization of Outsourcing ELM problems in Cloud Computing from Multi-Parties Jiarun Lin, Tianhang Liu, Zhiping Cai, Xinwang Liu, and Jianping Yin National University of Defense Technology, China
11:30am	H-MRST: A Novel Framework For Support Uncertain Data Range Query Using ELM Bin Wang, Rui Zhu, and Guoren Wang Northeastern University, China
11:50am	Robust Kernel-based Model Reference Adaptive Control for Unstable Aircraft Zhao-Xu Yang, Guang-She Zhao, Rong-Jing Bao, Hai-Jun Rong, and Lei-Tao Gao Xi'an Jiaotong University, China
12:10pm	Partially Connected ELM for Fast and Effective Scene Classification Dongzhe Wang, Rui Zhao, and Kezhi Mao Nanyang Technological University, Singapore

10:30am – 12:30pm	Session TM3: ELM in Big and Large Scale Data Learning Chair: Yuanlong Yu **Venue: Ballroom, Level 3**
10:30am	Extreme Learning Machine for Large-Scale Graph Classification Based on MapReduce Zhanghui Wang¹, Yuhai Zhao^1,2, and Guoren Wang¹ ¹Northeastern University, China ²SoutheastUniversity, China
10:50am	Heterogeneous Blocked CPU-GPU Accelerate Scheme for Large Scale Extreme Learning Machine Shijie Li, Yong Dou, Qi Lv, Yueqing Wang, and Zhige Xie National University of Defense Technology, China
11:10am	Application of Extreme Learning Machine on Large Scale Traffic Congestion Prediction Xiaojuan Ban^1,2, Chong Guo¹, and Guohui Li³ ¹University of Science and Technology Beijing, China ²Tianjin University, China ³Ao Jin Tech Co., Ltd, China
11:30am	An Efficient High-dimensional Big Data Storage Structure Based on US-ELM Linlin Ding¹, Yu Liu¹, Baoyan Song1, and Junchang Xin² ¹Liaoning University, China ²Northeastern University, China
11:50am	Large-Scale Scene Recognition based on Extreme Learning Machines Yuanlong Yu¹, Lingying Wu¹, Kai Sun¹, and Jason Gu² ¹Fuzhou University, China ²Dalhousie University, Canada
12:10pm	Two-Layer Extreme Learning Machine for Dimension Reduction Yimin Yang and Q. M. JonathanWu University of Windsor, Canada

10:30am – 12:30pm	Session TM4: ELM and Sparse Representation Chair: Huaping Liu **Venue: Yingchao Hall (迎潮厅**)
10:30am	Discriminative Extreme Learning Machine with Supervised Sparsity Preserving for Image Classification Yong Peng^1,2 and Bao-Liang Lu² ¹Nanjing University of Aeronautics and Astronautics, China ²Shanghai Jiao Tong University, China
10:50am	Sparse Coding Extreme Learning Machine for Classification Zhenzhen Sun and Yuanlong Yu Fuzhou University, China
11:10am	Extreme Learning Machine via Free Sparse Transfer Representation Optimization Xiaodong Li¹, Weijie Mao², and Wei Jiang² ¹Hangzhou Dianzi University, China ²Zhejiang University, China
11:30am	Denoising Deep Extreme Learning Machines for Sparse Representation Xiangyi Cheng¹, Huaping Liu², Xinying Xu¹, and Fuchun Sun² ¹Taiyuan University of Technology, China ²Tsinghua University, China
11:50am	A Pruning Ensemble Model of Extreme Learning Machine with 𝑳_𝟏/𝟐Regularizer Bo He¹, Tingting Sun¹, Tianhong Yan², Yue Shen¹, and Rui Nian¹ ¹Ocean University of China, China ²China Jiliang University, China
12:10pm	Sparse Extreme Learning Machine for Regression Zuo Bai, Guang-Bin Huang, and Danwei Wang Nanyang Technological University, Singapore

02:00pm – 04:00pm	Session TA1: ELM Algorithms (II) Chair: Yoan Miche **Venue: Yingbo Hall (映波厅**)
02:00pm	ELM-ML: Study on Multi-Label Classification using Extreme Learning Machine Xia Sun¹, Jiarong Wang²,Changmeng Jiang¹, Jingting Xu¹, Jun Feng¹, Su-Shing Chen³, and Feijuan He⁴ ¹Northwest University, China ²Chinese Academy of Sciences, China ³University of Florida, USA ⁴Xi'an Jiaotong University, China
02:20pm	The Selection of Input Weights of Extreme Learning Machine: A Sample Structure Preserving Point of View Wenhui Wang¹ and Xueyi Liu² ¹Zhejiang University of Water Resources and Electric Power, China ²China Jiliang University, China
02:40pm	KELM : An Improved K-means Clustering Method using Extreme Learning Machine Lijuan Duan¹, Bin Yuan¹, Song Cui¹, Jun Miao², and Wentao Zhu² ¹Beijing University of Technology, China ²Chinese Academy of Sciences, China
03:00pm	ELMVIS+: Improved Nonlinear Visualization Technique using Cosine Distance and Extreme Learning Machines Anton Akusok¹, Yoan Miche², Kaj-Mikael Bjork³, Rui Nian⁴, and Paula Lauren⁵,and Amaury Lendasse¹ ¹The University of Iowa, Iowa City, USA ²Nokia Solutions and Networks Group, Finland ³Arcada University of Applied Sciences, Finland ⁴Ocean University of China, China ⁵Oakland University, USA
03:20pm	On Mutual Information over non-Euclidean Spaces, Data Mining and Data Privacy Levels Yoan Miche¹, Ian Oliver¹, Silke Holtmanns¹, Anton Akusok², AmauryLendasse², and Kaj-Mikael Bjork³ ¹Nokia Solutions and Networks, Finland ²The University of Iowa, USA ³Arcada University of Applied Sciences, Finland
03:40pm	WELM：Extreme Learning Machine with Wavelet Dynamic Co-Movement Analysis in High-Dimensional Time Series Heng-Guo Zhang¹, Rui Nian¹, Yan Song¹, Chi-Wei Su¹, Yang Liu¹, Amaury Lendasse^2,3 ¹Ocean University of China, China ²Arcada University of Applied Sciences, Finland ³The University of Iowa, USA

02:00pm – 04:00pm	Session TA2: ELM Applications (II) Chair: Jiuwen Cao **Venue: Tingtao Hall (听涛厅**)
02:00pm	ELM Meets Urban Computing: Ensemble Urban Data For Smart City Applications Ningyu Zhang, Huajun Chen, Xi Chen, and Jiaoyan Chen Zhejiang University, Hangzhou, China
02:20pm	Local and Global Unsupervised Kernel Extreme Learning Machine and Its Application in Nonlinear Process Fault Detection Hanyuan Zhang¹, Xuemin Tian¹,Xiaohui Wang^1,2, and Yuping Cao¹ ¹China University of Petroleum (East China), China ²Qingdao University, China
02:40pm	Kernel Based Semi-supervised Extreme Learning Machine and the Application in Traffic Congestion Evaluation Qing Shen, Xiaojuan Ban, Chong Guo, and Cong Wang University of Science and Technology Beijing, China
03:00pm	The Classification of Imbalanced Large Data Sets Based on MapReduce and Ensemble of ELM Classifiers Junhai Zhai^1,2, Sufang Zhang³, and Chenxi Wang¹ ¹Hebei University, China ²Zhejiang Normal University, China ³China Meteorological Administration, China
03:20pm	ELM based Representational Learning for Fault Diagnosis of Wind Turbine Equipment Zhixin Yang, Xianbo Wang, Pak Kin Wong, and Jianhua Zhong University of Macau, China
03:40pm	Excavation Equipment Recognition based on Improved MFCC Features and ELM Classifier Tuo Zhao, Jiuwen Cao, Wei Wang, Jianzhong Wang, and Ruirong Wang Hangzhou Dianzi University, China

02:00pm – 04:00pm	Session TA3: ELM in Image Processing Chair: Lei Zhang **Venue: Ballroom, Level 3**
02:00pm	SVM and ELM: Who Wins? Object Recognition with Deep Convolutional Features from ImageNet Lei Zhang^1,2, David Zhang², and Fengchun Tian¹ ¹Chongqing University, China ²The Hong Kong Polytechnic University, China
02:20pm	Extreme Learning Machine-Guided Collaborative Coding for Remote Sensing Image Classification Chunwei Yang^1,2, Huaping Liu², Shouyi Liao¹, and Shicheng Wang¹ ¹High-Tech Institute of Xi'an, China ²Tsinghua University, China
02:40pm	Extreme Learning Machine with Gaussian Kernel Based Relevance Feedback Scheme for Image Retrieval Lijuan Duan, Shuai Dong, Song Cui, and Wei Ma Beijing University of Technology, China
03:00pm	Code Generation Technology of Digital Satellite Ren Min, Dong Yunfeng, and Li Chang Beihang University, China
03:20pm	Robust Discriminative Extreme Learning Machine for Relevance Feedback in Image Retrieval Liu Shenglan, Feng Lin, Liu Yang, and Wang Wei Dalian University of Technology, China
03:40pm	Continuous Top-K Remarkable comments Over Textual Streaming Data Using ELM Rui Zhu, Bin Wang, and Guoren Wang Northeastern University, China

02:00pm – 04:00pm	Session TA4: ELM in Biomedical Engineering Chair: Rui Zhang **Venue: Yingchao Hall (迎潮厅**)
02:00pm	Segmentation of the Left Ventricle in Cardiac MRI Using an ELM Model Yang Luo^{1, 2}, Benqiang Yang³, Lisheng Xu¹, Liling Hao¹, Jun Liu¹, Yang Yao¹, and Frans van de Vosse⁴ ¹Northeastern University, China ²Anshan Normal University, China ³General Hospital of Shenyang Military, China ⁴Eindhoven University of Technology, The Netherlands
02:20pm	Distributed Weighted Extreme Learning Machine for Big Imbalanced Data Learning Zhiqiong Wang, Junchang Xin, Shuo Tian, and Ge Yu Northeastern University, China
02:40pm	NMR Image Segmentation based on Unsupervised Extreme Learning Machine Junchang Xin, Zhongyang Wang, Shuo Tian, and Zhiqiong Wang Northeastern University, China
03:00pm	Feature Extraction of Motor Imagery EEG based on Extreme Learning Machine Auto-Encoder LijuanDuan, Yanhui Xu, Song Cui ,Juncheng Chen, and MenghuBao Beijing University of Technology, China
03:20pm	RNA Secondary Structure Prediction using Extreme Learning Machine with Clustering Under Sampling Technique Tianhang Liu, Jiarun Lin, Chengkun Wu, and Jianping Yin National University of Defense Technology, China
03:40pm	Application of extreme learning machine to epileptic seizure detection based on lagged Poincare plots Jiangling Song and Rui Zhang Northwest University, China

04:20pm – 06:00pm	Session TA5: ELM Algorithms (III) Chair: Xinwang Liu **Venue: Yingbo Hall (映波厅**)
04:20pm	Improvement of ELM Algorithm for Multi-Object Identification in Gesture Interaction Liang Diao¹, Liguo Shuai¹, Huiling Chen¹, and Weihang Zhu² ¹Southeast University, China ²Lamar University, USA
04:40pm	A Semi-Supervised Low Rank Kernel Learning Algorithm via Extreme Learning Machine Bing Liu, Mingming Liu, Chen Zhang, and Weidong Wang China University of Mining and Technology, China
05:00pm	Class-Constrained Extreme Learning Machine Xiao Liu^1,2, Jun Miao², Laiyun Qing², and Baoxiang Cao¹ ¹Qufu Normal University, China ²Chinese Academy of Sciences, China
05:20pm	Distributed Extreme Learning Machine with Alternating Direction Method of Multiplier Minnan Luo, Lingling Zhang, Qinghua Zheng, and Jun Liu Xi'an Jiaotong University, China.
05:40pm	Subspace Ensemble Classification for High Dimensional Missing Data Hang Gao, Xinwang Liu, and Yuxing Peng National University of Defense Technology, China

04:20pm – 06:00pm	Session TA6: ELM Applications (III) Chair: Meng-Hiot Lim **Venue: Tingtao Hall (听涛厅**)
04:20pm	Encrypted Image Classification based on Multilayer Extreme Learning Machine Weiru Wang, Chi-Man Vong, Yilong Yang, and Pak-Kin Wong University of Macau, China
04:40pm	Rational and Self-Adaptive Evolutionary Extreme Learning Machine for Electricity Price Forecast Chixin Xiao^1,2, Zhaoyang Dong³, Yan Xu², Ke Meng², Xun Zhou², and XinZhang³ ¹University of Newcastle, Australia ²Xiangtan University, China ³University of Sydney, Australia
05:00pm	Multi-Modal Deep Extreme Learning Machine for Robotic Grasping Recognition Jie Wei¹, Huaping Liu², Gaowei Yan¹, and Fuchun Sun² ¹Taiyuan University of Technology, China ²Tsinghua University, China
05:20pm	Wind Power Ramp Events Classification using Extreme Learning Machines Sujay Choubey¹, Anubhav Barsaiyan¹, Nitin Anand Shrivastava¹, Bijaya Ketan Panigrahi¹, and Meng-Hiot Lim² ¹Indian Institute of Technology, India ²Nanyang Technological University, Singapore
05:40pm	Data Driven Map Matching of the Vehicle Tracks Gang Wu and Huiqin Li Northeastern University, China

04:20pm – 06:00pm

Session TA7: ELM in Feature Extraction and Applications

Chair: Kar-Ann Toh

Venue: Ballroom, Level 3

04:20pm

Feature Weighting Using Evolutionary Extreme Learning Machine for Nearest-neighbor Classification

Yanpeng Qu, Nana Zhang and Anshdeng Deng

Dalian Maritime University, China

04:40pm

Graph Classification based on Sparse Graph Feature Selection and Extreme Learning Machine

Yajun Yu, Zhisong Pan and Guyu Hu

PLA University of Science and Technology, China

05:00pm

An Enhanced Extreme Learning Machine for Efficient Small Sample Classification

Ying Yin, Yuhai Zhao, Ming Li, and Bin Zhang

Northeastern University, China

05:20pm

Contractive ML-ELM for Invariance Robust Feature Extraction

Xibin Jia and Hua Du

Beijing University of Technology, China

05:40pm

Hardware Architecture for Large Parallel Array of Random Feature Extractors for Image Recognition

Aakash Patil, Shen Shanlan, Enyi Yao, and Arindam Basu

Nanyang Technological University, Singapore

04:20pm – 06:00pm	Session TA8: ELM in Sequential and Multi-Label Learning Chair: Meng Joo Er **Venue: Yingchao Hall (迎潮厅**)
04:20pm	Two-Stage Hybrid Extreme Learning Machine for Sequential Imbalanced Data Wentao Mao, Jinwan Wang, Ling He, and Yangyang Tian Henan Normal University, China
04:40pm	Timeliness Online Regularized Extreme Learning Machine Xiong Luo, Xiaona Yang, Changwei Jiang, and Xiaojuan Ban University of Science and Technology Beijing, China
05:00pm	Kernel Online Sequential ELM Algorithm with Sliding Window Subject to Time-Sensitive Data Haigang Zhang, Sen Zhang, and Yixin Yin University of Science and Technology Beijing, China
05:20pm	Multi-Instance Multi-label learning by Extreme Learning Machine Chenguang Li, Ying Yin, Yuhai Zhao, Guang Chen, and Libo Qin Northeastern University, China
05:40pm	A High Speed Multi-label Classifier based on Extreme Learning Machines Meng Joo Er^1,2, Rajasekar Venkatesan¹, and Ning Wang² ¹Nanyang Technological University, Singapore ²Dalian Maritime University, China

December 16th, 2015, Wednesday

10:50am – 12:30pm	Session WM1: ELM Theory Chair: Amaury Lendasse **Venue: Yingbo Hall (映波厅**)
10:50am	On The Construction of Extreme Learning Machine for One Class Classifier Chandan Gautam and Aruna Tiwari Indian Institute of Technology, India
11:10am	A Theoretical Study on Reasoning of Extreme Learning Machine for Classification Pak Kin Wong, Xiang Hui Gao, Ka In Wong, and Chi Man Vong University of Macau, China
11:30am	Correlation between Extreme Learning Machine and Entorhinal Hippocampal System Lijuan Su, Min Yao, Nenggan Zheng, and Zhaohui Wu Zhejiang University, China
11:50am	Dynamic Adjustment of Hidden Layer Structure for Convex Incremental Extreme Learning Machine Yongjiao Sun, Yuangen Chen, Ye Yuan, and Guoren Wang Northeastern University, China
12:10pm	Probabilistic Methods for Multiclass Classification Problems Andrey Gritsenko^1,3, Emil Eirola², Daniel Schupp³, Edward Ratner³, and Amaury Lendasse^1,2 ¹The University of Iowa, USA ²Arcada University of Applied Sciences, Finland ³Lyrical Labs LLC, USA

10:50am – 12:30pm	Session WM2: ELM in Identification and Detection Chair: Zhixin Yang **Venue: Tingtao Hall (听涛厅**)
10:50am	Channel Estimation Based on Extreme Learning Machine for High Speed Environments Fang Dong¹, Junbiao Liu¹, Liang He², Xiaohui Hu¹, and Hong Liu¹ ¹Zhejiang University, China ²Tsinghua University, China
11:10am	MIMO Modeling Based on Extreme Learning Machine Junbiao Liu¹, Fang Dong¹, Jiuwen Cao², and Xinyu Jin¹ ¹Zhejiang University, China ²Hangzhou Dianzi University, China
11:30am	Adaptive Input Shaping for Flexible Systems using an Extreme Learning Machine Algorithm Identification Jun Hu and Zhongyi Chu Beihang University, China
11:50am	WOS-ELM-Based Double Redundancy Fault Diagnosis and Reconstruction for Aircraft Engine Sensor Yi-Gang Sun, Jing-Ya Liu, and Zhen Zhao Civil Aviation University of China, Tianjin
12:10pm	Real-Time Driver Fatigue Detection Based on ELM Hengyu Liu, Tiancheng Zhang, HaibinXie, Hongbiao Chen, and Fangfang Li Northeastern University, China

10:50am – 12:30pm	Session WM3: ELM in Web Applications Chair: Zhaoxia Wang **Venue: Ballroom, Level 3**
10:50am	Extreme Learning Machine for Multi-Class Sentiment Classification of Tweets Zhaoxia Wang¹ and Yogesh Parth² ¹Institute of High Performance Computing, Singapore ²Indian Institute of Space Science and Technology, India
11:10am	Record Linkage for Event Identification in XML Feeds Stream Using ELM Xin Bi, Xiangguo Zhao, Wenhui Ma, Zhen Zhang, and Heng Zhan Northeastern University, China
11:30am	Sentiment Analysis of Chinese Micro Blog based on DNN and ELM and Vector Space Model Huilin Liu, Chun Feng Jiang, and Shan Li Northeastern University, China
11:50am	Self Forward and Information Dissemination Prediction Research in SINA Microblog Using ELM Huilin Liu and Yao Li Northeastern University, China
12:10pm	Extreme Learning Machine based Point-of-Interest Recommendation in Location-based Social Networks Mo Chen, Feng Li, Ge Yu, and Dan Yang Northeastern University, China

10:50am – 12:30pm	Session WM4: ELM in Facial and Emotion Classification Chair: Erik Cambria **Venue: Yingchao Hall (迎潮厅**)
10:50am	Multimodal Fusion using Kernel-based ELM for Video Emotion Recognition LijuanDuan, Hui Ge, Zhen Yang, and Juncheng Chen Beijing University of Technology, China
11:10am	Automated Human Facial Expression Recognition Using Extreme Learning Machines Abhilasha Ravichander, Supriya Vijay, Varshini Ramaseshan, and S. Natarajan P.E.S Institute of Technology, India
11:30am	Facial Expression Recognition Based on Ensemble Extreme Learning Machine with Eye Movements Information Bo Lu¹, Xiaodong Duan¹, and Ye Yuan² ¹Dalian Nationalities University, China ²Northeastern University, China
11:50am	Multiple Kernel Learning for Multimodal Emotion and Sentiment Analysis Soujanya Poria¹, Erik Cambria¹, Amir Hussain², and Newton Howard³ ¹Nanyang Technological University, Singapore ²University of Stirling, UK ³Massachusetts Institute of Technology, USA
12:10pm	A Randomly Weighted Gabor Network for Visual-Thermal Infrared Face Recognition Beom-Seok Oh^1,2, Kangrok Oh¹, Andrew Beng Jin Teoh¹, Zhiping Lin², and Kar-Ann Toh¹ ¹Yonsei University, Republic of Korea ²Nanyang Technological University, Singapore

2:00pm – 3:20pm	Session WA1: ELM in Prediction and Forecasting Chair: Zhiping Lin **Venue: Yingbo Hall (映波厅**)
2:00pm	Time Series Prediction Based on Online Sequential Improved Error Minimized Extreme Learning Machine Jiao Xue, Zeshen Liu, Yong Gong, and Zhisong Pan PLA University of Science and Technology, China
2:16pm	Routing Tree Maintenance based on Trajectory Prediction in Mobile Sensor Networks Junchang Xin, Teng Li, Pei Wang, and Zhiqiong Wang Northeastern University, China
2:32pm	A Kernel Extreme Learning Machine Algorithm Based on Improved Particle Swam Optimization Huijuan Lu¹, Bangjun Du¹, Jinyong Liu², and Haixia Xia³ ¹China Jiliang University, China ²Ctrip Travel Network, China ³Zhejiang Sci-Tech University, China
2:48pm	Evaluating Confidence Intervals for ELM Predictions Anton Akusok¹, Yoan Miche^2,3, Kaj-Mikael Bjork⁴, Rui Nian⁵, Paula Lauren⁶, and Amaury Lendasse¹ ¹The University of Iowa, USA ²Nokia Solutions and Networks Group, Finland ³Aalto University School of Science, Finland ⁴Arcada University of Applied Sciences, Finland ⁵Ocean University of China, China ⁶Oakland University, USA
3:04pm	Extreme Learning Machine Based Mutual Information Estimation with an Application in Time-Series Change-Points Detection Beom-Seok Oh¹, Lei Sun¹, Chung Soo Ahn², Yong Kiang Yeo¹, Yan Yang¹, Liu Nan², and Zhiping Lin¹ ¹Nanyang Technological University, Singapore ²Singapore General Hospital, Singapore

2:00pm – 3:20pm	Session WA2: ELM in Industrial Applications Chair: Sandra Seijo **Venue: Tingtao Hall (听涛厅**)
2:00pm	Feature Selection and Modelling of a Steam Turbine from a Combined Heat and Power Plant Using ELM Sandra Seijo¹, Victoria Martinez¹, Ines del Campo¹, Javier Echanobe¹, and Javier Garcia-Sedano² ¹University of the Basque Country, Spain ²Optimitive, Spain
2:16pm	An Adaptive Online Sequential Extreme Learning Machine for Real-Time Tidal Level Prediction Jianchuan Yin, Lianbo Li, Yuchi Cao, and Jian Zhao Dalian Maritime University, China
2:32pm	Prediction of Pulp Concentration Using Extreme Learning Machine Changwei Jiang¹, Xiong Luo¹, Xiaona Yang¹, Huan Wang^1,2, and Dezheng Zhang¹ ¹University of Science and Technology Beijing, China ²Ansteel Mining, China
2:48pm	The Granule-Based Interval Forecast for Wind Speed Songjian Chai¹, Youwei Jia¹, Zhao Xu¹, and Zhaoyang Dong² ¹The Hong Kong Polytechnic University, China ²The University of Sydney, Australia
3:04pm	Prediction of Blast Furnace Gas Utilization Rate based on Improved Extreme Learning Machine Yanjiao Li, Sen Zhang, Yixin Yin, and Jie Zhang University of Science and Technology Beijing, China

2:00pm – 3:20pm	Session WA3: ELM in Tracking and Localization Chair: Shifei Ding **Venue: Ballroom, Level 3**
2:00pm	Random Neural Q-learning for Obstacle Avoidance of a Mobile Robot in Unknown Environment Jing Yang and Hai-Jun Rong Xi'an Jiaotong University, China
2:16pm	Equality Constrained-Optimization-Based Semi-Supervised ELM for Modeling Signal Strength Temporal Variation in Indoor Location Estimation Felis Dwiyasa¹, Meng-Hiot Lim¹, Yew-Soon Ong¹, and Bijaya Panigrahi² ¹Nanyang Technological University, Singapore ²Indian Institute of Technology, India
2:32pm	A New Target Tracking Method based on OSELM Jing Zhang, Lin Feng, and Laihang Yu Dalian University of Technology, China
2:48pm	Effective Visual Tracking by Pairwise Metric Learning Baoxian Wang¹, Chenwei Deng¹, Weisi Lin², Guang-Bin Huang², and Baojun Zhao^1,3 ¹Beijing Institute of Technology, China ²Nanyang Technological University, Singapore ³Beijing Key Laboratory of Embedded Real-time Information Processing Technology, China
3:04pm	The SVM-ELM Model based on Particle Swarm Optimization Shifei Ding^1,2 and Miaomiao Wang¹ ¹China University of Mining and Technology, China ²Chinese Academy of Sciences, China

2:00pm – 3:20pm	Session WA4: ELM in Image and Text Processing Chair: Zhu Liang Yu **Venue: Yingchao Hall (迎潮厅**)
2:00pm	Multi-Layer Online Sequential Extreme Learning Machine for Image Classification Bilal Mirza, Stanley Kok and Fei Dong Singapore University of Technology & Design, Singapore
2:16pm	Multi-label Text Categorization Using L₂₁-Norm Minimization Extreme Learning Machine Mingchu Jiang, Na Li, and Zhisong Pan PLA University of Science and Technology, China
2:32pm	Annotating Location Semantic Tags in LBSN Using Extreme Learning Machine Xiangguo Zhao, Zhen Zhang, Xin Bi, Xin Yu, and Jingtao Long Northeastern University, China
2:48pm	Image Super-Resolution by PSOSEN of Local Receptive Fields Based Extreme Learning Machine Yan Song¹, Bo He¹, Yue Shen¹, Rui Nian¹, and Tianhong Yan² ¹Ocean University of China, China ²China Jiliang University, China
3:04pm	Extreme Learning Machine with Local Receptive Fields for Texture Classification Jinghong Huang¹, Zhu Liang Yu¹, Zhaoquan Cai², Wei Gao¹, Qianyun Du¹, Zhiyin Cai¹, and Zhenghui Gu¹ ¹South China University of Technology, China ²Huizhou University, China

General

Authors' Info

Participants

Programme

Conference program (more detailed programme in the full programme file and below).

Technical Program

December 15th, 2015, Tuesday

December 16th, 2015, Wednesday