Machine Intelligence Research Labs (MIR Labs) - Global Network for Innovation and Research Excellence

Nima Hatami
Research Scientist, San Diego, CA
Regular Member
Personal Web Site:
Main page: http://www.mirlabs.net/global/index.php?c=main&a=person&id=720
Short Biography
Researcher at University of California, San Diego Research interests: Pattern Recognition, particularly multiple-classifier systems Machine Learning, particularly ensemble and meta-learning Information retrieval and text mining Machine learning application in biometrics, machine vision and bioinformatics
List of top 5 publications in the last 5 years
Hatami, N. "Thinned-ECOC ensemble based on sequential code shrinking". Expert Systems with Applications, 39 (2012) 936-947. Hatami, N., Chira, C. "Diverse Accurate Feature Selection for Microarray Cancer Diagnosis", Intelligent Data Analysis, in press. G. Armano, N. Hatami, C. Chira, "Error-Correcting Output Codes for Multi-Label Text Categorization", 3rd Italian Information Retrieval (IIR) workshop, in press. G. Armano, N. Hatami, C. Chira, "Ensemble of Binary Learners for Reliable Text Categorization", LNCS series, International Conference on Hybrid Artificial Intelligence Systems, HAIS 2012, in press. G. Armano, N. Hatami, "A Confidence Evaluation Method for Reliable Hierarchical Text Categorization", 34th European Conference on Information Retrieval, ECIR2012, in press. G. Armano, C. Chira, N. Hatami, "A New Gene Selection Method Based on Random Subspace Ensemble for Microarray Cancer Classification", The 6th IAPR International Conference on Pattern Recognition in Bioinformatics, LNBI series, PRIB 2011: 191-201. G. Armano, N. Hatami, "Run-time Performance Analysis of the Mixture of Experts Model", COMPUTER RECOGNITION SYSTEMS 4, Advances in Intelligent and Soft Computing, 2011, Volume 95/2011, 167-175. G. Armano, N. Hatami, "Hierarchical Mixture of Random Prototype-based Experts", ECML PKDD 2010, SUEMA workshop, Barcelona. G. Armano, N. Hatami, "Random Prototype-based Oracle for selection-fusion ensembles". 20th International Conference on Pattern Recognition, ICPR 2010, August 23-26, 2010, Istanbul. G. Armano and N. Hatami, "Mixture of Random Prototype-based local Experts". LNCS series, International Conference on Hybrid Artificial Intelligence Systems, HAIS 2010, San Sebastian.
List of top 5 academic activities during the last 5 years
PC Member, International Conference on Hybrid Artificial Intelligence Systems, HAIS 2012, Salamanca (Spain). PC Member, 5th International Workshop on New Challenges in Distributed Information Filtering and Retrieval, 2011, Palermo (Italy). PC Member, International Conference on Hybrid Artificial Intelligence Systems, Metaheuristics for Combinatorial Optimization and Modelling Complex Systems, HAIS 2011, Wroclaw (Poland). PC Member, International Conference on Intelligent Systems and Agents 2012.