- Muhammad Shaheen, Muhammad Shahbaz, Zahoor ur Rehman, Aziz Guergachi. Data mining applications in hydrocarbon exploration. Artif. Intell. Rev., 35(1):1-18, 2011.
- Petr Buryan, Jirí Kubalík. Context-sensitive refinements for stochastic optimisation algorithms in inductive logic programming. Artif. Intell. Rev., 35(1):19-36, 2011.
- Marius Popescu, Florentina Hristea. State of the art versus classical clustering for unsupervised word sense disambiguation. Artif. Intell. Rev., 35(3):241-264, 2011.
- Yong Lin, Fillia Makedon, Yurong Xu. Episodic task learning in Markov decision processes. Artif. Intell. Rev., 36(2):87-98, 2011.
- Yanan Jin, Ruixuan Li, Kunmei Wen, Xiwu Gu, Fei Xiao. Topic-based ranking in Folksonomy via probabilistic model. Artif. Intell. Rev., 36(2):139-151, 2011.
- João Silva, Luísa Coheur, Ana Cristina Mendes, Andreas Wichert. From symbolic to sub-symbolic information in question classification. Artif. Intell. Rev., 35(2):137-154, 2011.
- Quanzhong Liu, Chihau Chen, Yang Zhang, Zhengguo Hu. Feature selection for support vector machines with RBF kernel. Artif. Intell. Rev., 36(2):99-115, 2011.
- Jong Hyun Park, Ji-Hoon Kang. Intelligent service processing in common USN middleware. Artif. Intell. Rev., 35(1):37-51, 2011.
- Arianna D Ulizia, Fernando Ferri, Patrizia Grifoni. A survey of grammatical inference methods for natural language learning. Artif. Intell. Rev., 36(1):1-27, 2011.
- Reza Ghaemi, Md. Nasir bin Sulaiman, Hamidah Ibrahim, Norwati Mustapha. A review: accuracy optimization in clustering ensembles using genetic algorithms. Artif. Intell. Rev., 35(4):287-318, 2011.