Find UC Berkeley Faculty

information visualization, web search, search user interfaces, human-computer interaction, user interfaces, empirical computational linguistics, natural language processing, online education

data mining, integer programming, discrete optimization, network flow techniques, clustering, image segmentation, machine vision, pattern recognition

unsupervised language acquisition, efficient algorithms for NLP, linguistically rich models of language, integrating symbolic and statistical methods for NLP, organization of the web, machine translation, information extraction

digital forensics, forensic science, misinformation, human perception

natural language processing, machine learning, digital humanities, computational social science, data science

database management systems, human-computer interaction, data science, information visualization

natural language processing, machine learning

intelligent learning systems, information retrieval and data mining, multiobjective and strategic product design, nonlinear optimization, probabilistic modeling, intelligent control and manufacturing, sensor validation and fusion and diagnostics, wireless sensor networks, multimedia and computer-aided design, design databases, design theory and methods, MEMS Synthesis and CAD, artificial intelligence and decision and expert systems, gender equity