| 2012 | Building High-Performance Classifiers Using Positive and Unlabeled Examples for Text Classification. | Ting Ke, Bing Yang, Ling Zhen, Junyan Tan, Yi Li, Ling Jing |
| 2012 | Discrete-Time ZNN Algorithms for Time-Varying Quadratic Programming Subject to Time-Varying Equality Constraint. | Zhende Ke, Yiwen Yang, Yunong Zhang |
| 2012 | Selective Weight Update Rule for Hybrid Neural Network. | Yoshitsugu Kakemoto, Shinichi Nakasuka |
| 2012 | An Incremental Approach to Support Vector Machine Learning. | Jing Jin |
| 2012 | Heart Sounds Classification with a Fuzzy Neural Network Method with Structure Learning. | Lijuan Jia, Dandan Song, Linmi Tao, Yao Lu |
| 2012 | Hybrid Algorithm Based on Particle Swarm Optimization and Artificial Fish Swarm Algorithm. | Jingqing Jiang, Yuling Bo, Chuyi Song, Lanying Bao |
| 2012 | Sentic Maxine: Multimodal Affective Fusion and Emotional Paths. | Isabelle Hupont, Erik Cambria, Eva Cerezo, Amir Hussain, Sandra Baldassarri |
| 2012 | Stability Analysis of Multiple Equilibria for Recurrent Neural Networks. | Yujiao Huang, Huaguang Zhang, Zhanshan Wang, Mo Zhao |
| 2012 | ECG Classification Based on Non-cardiology Feature. | Kai Huang, Liqing Zhang, Yang Wu |
| 2012 | Fuzzy Relation-Based Polynomial Neural Networks Based on Hybrid Optimization. | Wei Huang, Sung-Kwun Oh |
| 2012 | A Novel Feature Sparsification Method for Kernel-Based Approximate Policy Iteration. | Zhenhua Huang, Chunming Liu, Xin Xu, Chuanqiang Lian, Jun Wu |
| 2012 | Temperature Control in Water-Gas Shift Reaction with Adaptive Dynamic Programming. | Yuzhu Huang, Derong Liu, Qinglai Wei |
| 2012 | State Estimation of Markovian Jump Neural Networks with Mixed Time Delays. | He Huang, Xiaoping Chen |
| 2012 | Research on Diagnosis Method of Predictive Control Performance Model Based on Data. | Dakuo He, Shuai Shao, Pingyu Yang, Shuning Zhang |
| 2012 | The Neuron's Modeling Methods Based on Neurodynamics. | Xiaoying He, Yueping Peng, Haiqing Gao |
| 2012 | Study on Decision Algorithm of Neurons' Synchronization Based on Neurodynamics. | Xiaoying He, Yueping Peng |
| 2012 | Parallel Decision Tree with Application to Water Quality Data Analysis. | Qing He, Zhi Dong, Fuzhen Zhuang, Tianfeng Shang, Zhongzhi Shi |
| 2012 | Heteroskedastic Regression and Persistence in Random Walks at Tokyo Stock Exchange. | Katsuhiko Hayashi, Lukas Pichl, Taisei Kaizoji |
| 2012 | Forward Feature Selection Based on Approximate Markov Blanket. | Min Han, Xiaoxin Liu |
| 2012 | Applying a Novel Decision Rule to the Semi-supervised Clustering Method Based on One-Class SVM. | Lei Gu |
| 2012 | Ontology-Based Semantic Affective Tagging. | Marco Grassi, Francesco Piazza |
| 2012 | Training Pool Selection for Semi-supervised Learning. | Jian Ge, Tinghuai Ma, Qiaoqiao Yan, Yonggang Yan, Wei Tian |
| 2012 | Optimal Battery Management with ADHDP in Smart Home Environments. | Danilo Fuselli, Francesco De Angelis, Matteo Boaro, Derong Liu, Qinglai Wei, Stefano Squartini, Francesco Piazza |
| 2012 | A Hybrid Evolving and Gradient Strategy for Approximating Policy Evaluation on Online Critic-Actor Learning. | Jian Fu, Haibo He, Huiying Li, Qing Liu |
| 2012 | Aspect and Sentiment Extraction Based on Information-Theoretic Co-clustering. | Xianghua Fu, Yanyan Guo, Wubiao Guo, Zhiqiang Wang |