The Computing Innovation Fellows Project

Recently Listed Mentors interested in:
Databases / Information Retrieval / Data Mining

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• Anne Carpenter at Broad Institute of Harvard and MIT - Carpenter lab/Imaging Platform (Cambridge, MA, United States)
  Keywords: image processing, image analysis, data mining, microscopy images, biology, biological, genome, chemical screens, high content screening, machine learning, systems biology 13June, 2012
• Juliana Freire at NYU Poly (New York, NY)
  Keywords: Retrieval and mining of hidden-Web data, Scientific Data Management, Workflows and Provenance, Large-scale data integration, Web information systems and Internet applications, Databases and knowledge-base systems 22November, 2011
• Ted Pedersen at http://www.d.umn.edu/~tpederse (Duluth, Minnesota, USA)
  Keywords: natural language processing, word sense disambiguation, sense induction, health informatics, semantic similarity 31May, 2011
• Rafail Ostrovsky at UCLA (Los Angeles, California)
  Keywords: Cryptography; Streaming Algorithms; Routing and Network Algorithms; Metric Embeddings; Search and Classification Problems on High-Dimensional Data. 30May, 2011
• C Hendricks Brown at University of Miami (Center for Computational Science, U Miami)
  Keywords: Social systems informatics, biostatistics, social network analysis, systems science 30May, 2011
• Michelle Zhou at IBM Research Almaden (San Jose, CA)
  Keywords: Intelligent user interaction, interactive visual text analysis, social informatics including analytics-driven and crowd-sourced social network analysis, social profiling and community analysis, intelligent mobile information interaction and presentation. 30May, 2011
• Mitsunori Ogihara at University of Miami Center for Computational Science (Coral Gables, FL)
  Keywords: Heterogeneous data integration for data mining, music information retrieval, biological network analysis, computational modeling and simulation of health-related data 28May, 2011
• Hanan Samet at University of Maryland at College Park Institute for Advanced Computer Studies (College Park, Maryland)
  Keywords: Spatial Data Structures, Spatial Databases, Computer Graphics, Geographic Information Systems (GIS), Image Databases, Computer Vision, Visualization, Algorithms, Similarity Searching, Geographic Information Retrieval (GIR), Human Computer Interaction 28May, 2011
• Arun Iyengar at IBM T. J. Watson Research Center (Yorktown Heights, NY, USA)
  Keywords: Web performance, caching, distributed computing, parallel computing, fault tolerance, high availability, capacity planning, storage 28May, 2011
• Phillip Gibbons at Intel Labs (Pittsburgh, PA)
  Keywords: Cloud computing 27May, 2011
• Claire Monteleoni at George Washington University, Department of Computer Science (Washington DC)
  Keywords: Machine learning, clustering, online learning, streaming clustering, Climate Informatics, learning theory, privacy-preserving machine learning, active learning, theory, optimization, randomized algorithms 25May, 2011
• Alexandros Labrinidis at University of Pittsburgh (Pittsburgh, PA)
  Keywords: user-centric data management, web data management, stream data management, Quality of Service, Quality of Data, scientific data management, cloud computing 25May, 2011
• Shyamsundar Rajaram at Hewlett Packard Laboratories (Palo Alto, CA)
  Keywords: Content analysis, Text mining, Machine learning, Recommender systems, Personalization, User modeling. 24May, 2011
• Imre Solti at Cincinnati Children's Hospital Medical Center (Cincinnati, OH)
  Keywords: Clinical Natural Language Processing, Information Extraction from Electronic Health Record, Data Mining of the Electronic Health Record, Predictive Modeling of Clinical Outcomes, Clinical Text Mining, Clinical Machine Learning 24May, 2011
• Chirag Shah at Rutgers University (New Brunswick, NJ)
  Keywords: IR; HCI; CSCW; Collaborative information seeking; Social information seeking; Social Q&A; Social media; Information theory. 24May, 2011
• Eric Eaton at Bryn Mawr College (Bryn Mawr, PA)
  Keywords: lifelong machine learning; transfer learning; interactive learning; relational learning; applications to medicine and search & rescue 23May, 2011
• Bo Luo at The University of Kansas (Lawrence, KS)
  Keywords: information security, privacy, XML, healthcare informatics, social networks 23May, 2011
• Sergey Bereg at University of Texas at Dallas (Dallas, Texas, USA)
  Keywords: Computational Geometry, Computational Biology, Bioinformatics, Networks and Communications, Geographic Information Systems, Combinatorial Optimization, Facility Location, Pattern Matching 21May, 2011
• Steve Whittaker at University of California at Santa Cruz (Santa Cruz, CA)
  Keywords: HCI, CSCW, interactive information retrieval, personal information management, social computing, online communities, lifelogging, computer mediated communication, collaboration 20May, 2011
• Jalal Mahmud at IBM Almaden Research Center (United States)
  Keywords: Intelligent User Experience, Web Task Modeling, Web Mining, Web Accessibility, Machine Learning. 20May, 2011
• Gautam Das at Database Exploration Laboratory (DBXLab), University of Texas at Arlington (University of Texas at Arlington)
  Keywords: Databases, information retrieval, social networks, data mining 19May, 2011
• Edward Fox at Virginia Tech, Department of Computer Science (Blacksburg, VA, USA)
  Keywords: digital libraries, information storage&retrieval, text analysis/classification, fingerprints, 5S theory for information systems, educational technologies, institutional repositories, electronic theses&dissertations, computational linguistics, user studies 18May, 2011
• Mohammad Hasan at Indiana University Purdue University Indianapolis (IUPUI) (Indianapolis, IN)
  Keywords: Graph Mining, Clustering, Classification, Bioinformatics, social network analysis, link prediction 18May, 2011
• Jason Kelly at Ginkgo BioWorks (Boston, MA)
  Keywords: Algorithms, CAD, comparative genomics, engineering organisms, genomics, metagenomics, synthetic biology 18May, 2011
• Manolis Kellis at MIT CompBio Group / CSAIL / Broad Institute (The MIT Stata Center, Cambridge, MA)
  Keywords: Genomics, Computational Biology, Epigenomics, Phylogenomics, Comparative Genomics, Gene Regulation, Population Genomics, Medical Informatics, Personal Genomes, Population Genomics, ENCODE/modENCODE, Integrative Genomics, Machine Learning 18May, 2011
• Eric Gilbert at Georgia Institute of Technology (Atlanta, GA)
  Keywords: social computing, social media, cmc, text, applied natural language processing 17May, 2011
• Eytan Adar at University of Michigan (United States)
  Keywords: Web mining, social computing, social media, visualization, collaborative analytics, temporal data, behavior mining, privacy, Web extraction 17May, 2011
• Jacek Gwizdka at Rutgers University, School of Communication & Information (New Brunswick, NJ)
  Keywords: HCI, IR, interactive information retrieval, Human-Centered Information Interaction, web search, user studies, Neuroergonomics, Brain-Computer Interfaces (BCI), applied machine learning, personalization. 17May, 2011
• Ragib Hasan at University of Alabama at Birmingham - Department of Computer and Information Sciences (Birmingham, AL)
  Keywords: Security, Privacy, Cloud Computing, Social Network security, Secure Provenance, Trustworthy databases and storage systems, Security engineering 15May, 2011
• Chetan Gupta at Hewlett Packard Labs (United States)
  Keywords: Stream Data Mining, Event Analytics, Complex Event Processing, Algorithms, 15May, 2011
• Andruid Kerne at Texas A&M University - Interface Ecology Lab (United States)
  Keywords: creativity support environments, games, team coordination, multi-touch, bi-manual interaction, embodied interaction, information visualization, crisis informatics, disaster response, information semantics, meta-metadata, open source, ideation 14May, 2011
• Shankar Subramaniam at University of California at San Diego (UCSD, La Jolla, CA)
  Keywords: Bioinformatics, Computational Biology, Systems Biology and Medicine. 14May, 2011
• Evgeniy Gabrilovich at Yahoo Research (Santa Clara, CA)
  Keywords: Information retrieval, natural language processing, machine learning, computational linguistics. 13May, 2011
• Lise Getoor at University of Maryland, College Park (University of Maryland, College Park, MD)
  Keywords: machine learning, statistical relational learning, graph mining, structured prediction, social network analysis, social computing, personalized medicine, information extraction and alignment 12May, 2011
• T. M. Murali at Virginia Tech (Blacksburg, VA)
  Keywords: Computational systems biology, computationally-driven experimental biology, bioinformatics, graph algorithms, data mining, machine learning 12May, 2011
• Richard Chow at PARC (Palo Alto)
  Keywords: security, privacy, fraud detection, cloud, mobile, social networks, ubiquitous computing 12May, 2011
• Yin Wang at Hewlett-Packard Labs (Palo Alto, CA)
  Keywords: Control, Compiler, Program Analysis, Parallel Computing, Operating Systems, Service-Oriented Architecture, Business Process Management, Mobile Computing, Stream Processing, Distributed Computing, Data Analysis, Data Mining, Geographic Information Systems 12May, 2011
• Jeffrey Miller at University of Alaska, Anchorage (Anchorage, Alaska)
  Keywords: Intelligent Transportation Systems (ITS), algorithms (specifically graph algorithms), vehicular ad hoc networks (VANETs), software and network architectures 11May, 2011
• Jeff Schneider at Carnegie Mellon University, School of Computer Science (Pittsburgh, PA)
  Keywords: machine learning, data mining, active learning, learning control, anomaly and pattern detection, graph mining and social networks 11May, 2011
• Evimaria Terzi at Boston University (Boston, MA)
  Keywords: Data Mining, Algorithms, Machine Learning, Social Networks, Sequence Analysis 11May, 2011
• Magdalena Balazinska at University of Washington (Seattle, WA)
  Keywords: cloud computing, scientific data management, parallel query processing, distributed query processing 11May, 2011
• Michael Carey at University of California, Irvine (Irvine, CA)
  Keywords: Semi-structured data management, parallel database systems, data-intensive parallel computing, cloud computing, information integration, service-oriented computing 11May, 2011
• Ronald Fagin at IBM Almaden Research Center (San Jose, California)
  Keywords: applications of logic to computer science, database theory, rank aggregation, finite model theory 11May, 2011
• Dan Roth at University of Illinois at Urbana/Champaign (Urbana, IL)
  Keywords: Machine Learning, Natural Language Processing, Information Extraction, Reasoning 10May, 2011
• Johannes Gehrke at Cornell University (Ithaca, NY)
  Keywords: Data mining, data privacy, database systems, computer games, cloud computing. 10May, 2011
• Z. Meral Ozsoyoglu at Case Western Reserve University (Cleveland, Ohio)
  Keywords: Query processing, Graph structured databases, Index structures, similarity search, biological data processing 10May, 2011
• Olfa Nasraoui at University of Louisville (Louisville, KY)
  Keywords: data mining, machine learning, stream data mining, web mining, clustering algorithms, recommender systems 10May, 2011
• Jaideep Vaidya at Rutgers University (Newark, NJ)
  Keywords: Privacy, Security, Anonymity, Data Mining, Data Management, Distributed Data Mining, Machine Learning, Applied Cryptography, Social Networks, Access Control, Role Engineering, Information Sharing, Data Outsourcing, Cloud Computing 10May, 2011
• Lydia Kavraki at Rice University (Houston, TX)
  Keywords: Robotics including motion planning, mobile manipulation, multi-robot systems, planning for high-level goals, and reasoning with sensing and control uncertainty. Computational biology with emphasis on the analysis of molecular flexibility and motion for drug design. AI, Machine Learning, Robotics Education, Physical Computing, Algorithms, Bioinformatics, Biomedical Informatics, Systems Biology. 9May, 2011
• Noshir Contractor at Science of Networks in Communities (SONIC) (Evanston, IL (near Chicago))
  Keywords: social network analysis, statistical modeling, social network dynamics, p*, exponential random graph models, SIENA, optimizing social networks, agent based modeling, recommender systems, team assembly, visualization, virtual worlds, MMO networks 9May, 2011