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 108  -  Artificial Intelligence: Image and Reality

• Machine Learning applications;
• Systematic data error and its effects on inductive learning;
• Cost-sensitive learning;
• Evaluation and comparison of learning algorithms;
• Theory revision.

    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 co-chaired the Eighteenth International Conference on Machine Learning (ICML-2001) with Carla Brodley from Purdue University. The conference was held at Williams College. For more information, please see http://www.ecn.purdue.edu/ICML2001.

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

Selected papers on CS education and more.

    CSCI 134  -  Introduction to Computer Science
    CSCI 136  -  Data Structures and Advanced Programming
    CSCI 361  -  Theory of Computation
    CSCI 373  -  Artificial Intelligence
    CSCI 374T  -  Machine Learning
    CSCI 011  -  C, Unix, and the Joy of X
    COGS 222  -  Minds, Brains, and Intelligent Behavior: An Introduction to Cognitive Science