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ORCIDICMLC 2014: Lanzhou, China
- Xizhao Wang, Witold Pedrycz, Patrick P. K. Chan, Qiang He:
Machine Learning and Cybernetics - 13th International Conference, Lanzhou, China, July 13-16, 2014. Proceedings. Communications in Computer and Information Science 481, Springer 2014, ISBN 978-3-662-45651-4
Classification and Semi-Supervised Learning
- Tien Thanh Nguyen, Alan Wee-Chung Liew
, Minh Toan Tran, Mai Phuong Nguyen:
Combining Classifiers Based on Gaussian Mixture Model Approach to Ensemble Data. 3-12 - Qingqing Zhou, Chengzhi Zhang:
Sentiment Classification of Chinese Reviews in Different Domain: A Comparative Study. 13-23 - Qiangzhi Zhang, Huali Chang, Longzhong Liu, Anhua Li, Qinghua Huang:
A Computer-Aided System for Classification of Breast Tumors in Ultrasound Images via Biclustering Learning. 24-32 - Donghui Wang, Junhai Zhai, Hong Zhu, Xizhao Wang:
An Improved Approach to Ordinal Classification. 33-42 - Aixia Chen, Hui-Min Feng, Zhen Guo:
Classification Based on Lower Integral and Extreme Learning Machine. 43-51 - Yongshuai Hou, Xiaolong Wang, Qingcai Chen, Man Li, Cong Tan:
User Input Classification for Chinese Question Answering System. 52-59 - Tien Thanh Nguyen, Alan Wee-Chung Liew, Minh Toan Tran, Thi Thu Thuy Nguyen, Mai Phuong Nguyen:
Fusion of Classifiers Based on a Novel 2-Stage Model. 60-68
Clustering and Kernel
- Junying Chen, Yulin He:
Comparative Analysis of Density Estimation Based Kernel Regression. 71-79 - Ming Zhao, Zhengbo Yan, Liukun Zhou:
Thermal Power Units' Energy Consuming Speciality Analysis Based on Support Vector Regression (SVR). 80-87 - Yumin Zhang:
Bandwidth Selection for Nadaraya-Watson Kernel Estimator Using Cross-Validation Based on Different Penalty Functions. 88-96 - Cuong To, Tien Thanh Nguyen, Alan Wee-Chung Liew:
A Hough Transform-Based Biclustering Algorithm for Gene Expression Data. 97-106 - Huixin Xu, Yun Xue, Zhihao Lu, Xiaohui Hu, Hongya Zhao, Zhengling Liao, TieChen Li:
An Effective Biclustering Algorithm for Time-Series Gene Expression Data. 107-116 - Ziqian Zeng, Yueming Lv, Wing W. Y. Ng:
Multiple Orthogonal K-means Hashing. 117-126
Application to Recognition
- Mohammad M. Rahman, Bruce Poon, M. Ashraful Amin, Hong Yan:
Recognizing Bangladeshi Currency for Visually Impaired. 129-135 - Qin Qing, Eric C. C. Tsang:
Face Recognition Using Genetic Algorithm. 136-143 - Patrick P. K. Chan, Ying Shu:
Face Liveness Detection by Brightness Difference. 144-150
Sampling and Big Data
- Suxiang Zhang, Suxian Zhang:
User Behavior Research Based on Big Data. 153-160 - Tongwen Rong, Huachang Gong, Wing W. Y. Ng:
Stochastic Sensitivity Oversampling Technique for Imbalanced Data. 161-171
Application to Detection
- Xiangwen Liao, Yichao Huang, Jingjing Wei, Zhiyong Yu, Guolong Chen:
A Heterogeneous Graph Model for Social Opinion Detection. 175-185 - Yiding Wang, Ruifeng Xu, Bin Liu, Lin Gui, Bin Tang:
A Storm-Based Real-Time Micro-Blogging Burst Event Detection System. 186-195 - Yujiao Li, Daniel S. Yeung:
A Causative Attack Against Semi-supervised Learning. 196-203
Decision Tree Learning
- Jiankai Chen, Junhai Zhai, Xizhao Wang:
Study and Improvement of Ordinal Decision Trees Based on Rank Entropy. 207-218 - Md. Nasim Adnan, Md Zahidul Islam, Paul Wing Hing Kwan:
Extended Space Decision Tree. 219-230 - Hong Zhu, Junhai Zhai, Shanshan Wang, Xizhao Wang:
Monotonic Decision Tree for Interval Valued Data. 231-240 - Shanshan Wang, Junhai Zhai, Hong Zhu, Xizhao Wang:
Parallel Ordinal Decision Tree Algorithm and Its Implementation in Framework of MapReduce. 241-251
Learning and Adaptation
- Junfen Chen, Bahari Belaton:
An Improved Iterative Closest Point Algorithm for Rigid Point Registration. 255-263 - Xiangrui Liu, Mingwen Shao:
Approachs to Computing Maximal Consistent Block. 264-274 - Rupam Deb, Alan Wee-Chung Liew:
Missing Value Imputation for the Analysis of Incomplete Traffic Accident Data. 275-286 - Liming Chen, Kerry-Louise Skillen, William Burns, Susan Quinn, Joseph Rafferty, Chris D. Nugent, Mark P. Donnelly, Ivar Solheim:
Learning Behaviour for Service Personalisation and Adaptation. 287-297 - Hongzhi Guo, Qingcai Chen, Chunxiao Sun:
Extraction of Class Attributes from Online Encyclopedias. 298-307 - Hongjie Xing, Lifei Liu, Sen Li:
Selective Ensemble of RBFNNs Based on Improved Negative Correlation Learning. 308-318 - Junhai Zhai, Wenxiang Hu, Sufang Zhang:
A Two-Phase RBF-ELM Learning Algorithm. 319-328
Similarity and Decision Making
- Vasin Chooprayoon:
A Study on Decision Making by Thai Software House Companies in Choosing Computer Programming Languages. 331-338 - Haodi Li, Qingcai Chen, Xiaolong Wang:
An Improved Method for Semantic Similarity Calculation Based on Stop-Words. 339-347
Learning with Uncertainty
- Jie Li, Jun Li, Ying Liu:
Sensitivity Analysis of Radial-Basis Function Neural Network due to the Errors of the I.I.D Input. 351-361 - Tien Thanh Nguyen, Alan Wee-Chung Liew, Cuong To, Xuan Cuong Pham, Mai Phuong Nguyen:
Fuzzy If-Then Rules Classifier on Ensemble Data. 362-370 - Maedeh Beheshti, Alan Wee-Chung Liew:
Image Segmentation Based on Graph-Cut Models and Probabilistic Graphical Models: A Comparative Study. 371-378 - Yao Zhang, Junhai Zhai, Sufang Zhang:
Tolerance Rough Fuzzy Approximation Operators and Their Properties. 379-387 - Shixin Zhao, Xizhao Wang:
Extreme Learning Machine for Interval-Valued Data. 388-399 - Qiaoyun Qiu, Ruifeng Xu, Bin Liu, Lin Gui, Yu Zhou:
Credibility Estimation of Stock Comments Based on Publisher and Information Uncertainty Evaluation. 400-408 - Eric C. C. Tsang, Suyun Zhao:
A Fast Algorithm to Building a Fuzzy Rough Classifier. 409-417
Improved Learning Algorithms and Applications
- Chithrangi Kaushalya Kumarasinghe, D. K. Withanage:
Surface Electromyography Time Series Analysis for Regaining the Intuitive Grasping Capability After Thumb Amputation. 421-430 - Ying Li, Yan Li, Xiaofen Wang:
Study on Orthogonal Basis NN-Based Storage Modelling for Lake Hume of Upper Murray River, Australia. 431-441 - Hongya Zhao, Hong Ding, Gang Jin:
De Novo Gene Expression Analysis to Assess the Therapeutic and Toxic Effect of Tachyplesin I on Human Glioblastoma Cell Lines. 442-451 - Hongjiang Li, Patrick P. K. Chan:
An Improved Reject on Negative Impact Defense. 452-459
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