Mailing Address: Department of Computer Science 47 Lab Campus Drive Williams College Williamstown, MA 01267 Office: Clark 308 email: adanyluk "at" williams "dot" edu phone: 413-597-2178 fax: 413-597-4250

I retired 7/1/21

• 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

        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 https://icml.cc/imls/conferences/2009/.

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 am the co-chair of CRA-WP (the Computing Research Association Committee on Widening Participation in Computing Research). Prior to becoming co-chair, I co-organized mentoring events for undergraduates interested in research and graduate school.

I was a co-director of CREU (Collaborative Research Experiences for Undergraduates) from 2009 to 2016.

CRA-W celebrated 25 years of mentoring! Check out this short video: http://videohall.com/p/812.

Java: an Eventful Approach by Kim Bruce, Andrea Danyluk, and Tom Murtagh published by Prentice Hall (now Pearson).

I was a member of the Liberal Arts Computer Science Consortium (LACS).

ACM Task Force on Data Science.
This project identified the computing discipline-specific components necessary for an undergraduate data science program.

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

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

Selected papers on CS education and more.