Find UC Berkeley Faculty

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

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

data science, statistics, machine learning

applied statistics, functional genomics, translational bioinformatics, high dimensional and integrative genomic/genetic data analysis, network modeling, hierarchical multi-lable classification

molecular biology, computational biology, evolutionary biology, bioengineering, structural genomics, computational genomics, cellular activity, cellular functions, personal genomics

statistics, machine learning, data science, applied statistics, statistical computing, computational biology, computational genomics, precision medicine, precision health

natural language processing, machine learning

physics, particle physics, neutrino oscillation, neutrino mixing parameters, nuclear instrumentation, data mining, neutrino physics

knowledge representation, adaptive learning, artificial intelligence, learning analytics, Recommender Systems, higher education, data science, Digital Learning Environments, cognitive modeling, Big Data in Education, Knowledge Tracing, Formative Assessment, intelligent tutoring systems, Online Learning, psychometrics, Educational Data Mining

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

privacy, information privacy law, data protection law, law and technology

global change, natural climate solutions, Dynamic Vegetation, carbon cycle, ecophysiology, land-atmosphere interactions, biogeochemistry, micrometeorology, remote sensing, mathematics and data science

computer science, activity-based computing, livenotes, mechatronic devices, flexonics

earthquake physics, geophysical signal discovery

chloroplast, photosynthesis, algae, trace metals, genomics, synthetic biology, designer lipids, Chlamydomonas, Auxenochlorella, Dunaliella

culture, conflict, behavior, love, psychology, emotion, social interaction, individual differences in emotion, negotiation, embarrassment, desire, juvenile delinquency, laughter, anger, social perception, negotiating morality

music composition, decolonizing music, noise, sound installations, music of Japan, extended vocal techniques, overtone singing, musical culture of Japan, experimental improvisation