Address: Department of Computer Science 47 Lab Campus Drive Williams College Williamstown, MA 01267 email: andrea "at" cs "dot" williams "dot" edu phone: 413-597-2178 fax: 413-597-4250

    CSCI 374T  -  Machine Learning

• Machine Learning applications;
• Cost-sensitive learning;
• Active learning;
• Statistical relational learning;
• Theory revision;
• Systematic data error and its effects on inductive learning.

    Links:
        Vita

        Selected talks and papers

        Characterizing the effects of systematic data error on inductive classifier learners

        AAAI-98 Workshop on Time Series Problems

        Some AI and Machine Learning Web Sites

I served as General Chair for the 26th International Conference on Machine Learning (ICML-2009). The conference was held at McGill University in Montreal. For more information, please see http://www.machinelearning.org/archive/icml2009/.

I co-chaired the Eighteenth International Conference on Machine Learning (ICML-2001) with Carla Brodley from Purdue University. The conference was held at Williams College.

I'm a member of CRA-W (the Computing Research Association on the Status of Women in Computing Research), where I'm a co-director of CREU (Collaborative Research Experiences for Undergraduates).

Java: an Eventful Approach by Kim Bruce, Andrea Danyluk, and Tom Murtagh has been published by Prentice Hall.

ACM/IEEE-CS Joint Task Force on Computer Science Curricula 2013 (CS2013).
Jointly sponsored by ACM and the IEEE-Computer Society, CS2013 is an effort to define curricular guidelines for undergraduate programs in Computer Science on an international level. I am a member of the CS2013 Steering Committee.

ACM/IEEE Computer Science 2013 Exemplar-Fest at SIGCSE-13

Selected papers on CS education and more.

    CSCI 108  -  Artificial Intelligence: Image and Reality
    CSCI 134  -  Introduction to Computer Science
    CSCI 136  -  Data Structures and Advanced Programming
    CSCI 361  -  Theory of Computation
    CSCI 373  -  Artificial Intelligence
    CSCI 014  -  Lego Robot Engineering
    CSCI 011  -  C, Unix, and the Joy of X
    COGS 222  -  Minds, Brains, and Intelligent Behavior: An Introduction to Cognitive Science
    COGS 493  -  Cognitive Science Senior Seminar