Bio

IBM Research Profile: https://research.ibm.com/people/paulito-palmes Projects/Implementations/Researches A. Data Mining/Pattern Mining/AI 1. Automatic indexing, information retrieval, and clustering. 2. Linear/Non-linear modeling and pattern mining of data. 3. Automatic keyword extraction and topic identification of databases. 4. Pattern recognition approaches for data analysis. 5. Automated AI B. Mobile Computing Application Development 1. Develop intelligent applications that actively adapts to user behavior to maximize usage and interaction with the device. 2. Develop educational mobile platform to support students in their social and academic life in campus such as specialized applications for tracking academic calendar events, course schedule advising, and tracking lecture notes or references. C. Artificial Neural Networks (ANN) 1. Optimization of ANN learning parameters for classification 2. Automatic model selection through evolution of ANN structure and weights 3. Applications of ANN in learning, optimization, prediction, classification, medical diagnosis and bioinformatics D. Biomedical Signal and Image Processing 1. Signal processing and pattern mining/recognition of EMG (Electromyography) data 2. Image processing and voxel-based statistical parametric mapping analysis of fMRI data 3. DTI probabilistic fiber tracking and analysis of MRI images. 4. Tremor classification using SVM ensemble modeling E. Activity Recognition and Context-aware Reasoning 1. Activity recognition based on object usage data mining 2. Sequence-based pattern recognition of overlapping activities 3. Behavior-tracking using ambient and wearable sensors. 4. SmartHome and smartCity distributed computing F. Evolutionary Computation (EC) 1. Parameter optimization using evolutionary operators 2. Automatic model selection by evolution 3. Applications of evolutionary computation in data mining, neuroinformatics, and bioinformatics. Specialties: Proficient in the following areas: pattern/data mining, applied mathematics, computer science, artificial intelligence, neural networks, machine learning, programming, debian linux system and network administration, linux security, and statistical analysis. My main programming languages are: C, C++, Objective C, Ruby, Perl, Matlab, Octave, R, Mathematica, Python, and plenty of Bash programming and interfacing.