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Hoda Eldardiry hdardiry[at]cs.purdue.edu Ph.D. Candidate Department of Computer Science Purdue University |
Research Interests
- Broad areas: machine learning, knowledge discovery and data mining
- Specific areas: statistical relational learning, social network analysis and ensemble classification
- Here's a summary of my current research: Ensemble Classification for Relational Domains.
Education
- PhD in Computer Science, Purdue University, In Progress (Advisor: Jennifer Neville)
- MS in Computer Science, Purdue University, 2006
- BS in Computer and Systems Engineering, Alexandria University, Egypt, 2003
Publications
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Across-Model Collective Ensemble Classification.
Hoda Eldardiry and Jennifer Neville.
In Proceedings of the 25th Conference on Aritifical Intelligence. (AAAI 2011).
Paper: [pdf]
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Ensemble Classification for Relational Domains.
Hoda Eldardiry.
In Proceedings of the 25th Conference on Aritifical Intelligence. (The 16th AAAI/SIGART Doctoral Consortium at AAAI 2011).
Paper: [pdf], Poster: [pdf]
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Multi-Network Fusion for Collective Inference.
Hoda Eldardiry and Jennifer Neville.
In Proceedings of the 8th Workshop on Mining and Learning with Graphs. (MLG 2010).
Paper: [pdf], Poster: [pdf]
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A Resampling Technique for Relational Data Graphs.
Hoda Eldardiry and Jennifer Neville.
In Proceedings of the 2nd SNA Workshop, 14th ACM SIGKDD Conference on Knowledge Discovery and Data Mining. (SNAKDD 2008).
Paper: [pdf], Poster: [pdf]
Teaching
- Recitation Instructor for CS177 - Programming with Multimedia Objects, Spring 2007
- Recitation Instructor for Math159 - Precalculus, Fall 2006 and Fall 2005
Research Labs
- Machine Learning at Purdue research group, 2007-present
- Network Learning and Discovery Laboratory, 2007-present
- Indiana Center for Database Systems, 2005-present
- Center for Education and Research in Information Assurance and Security, 2005-2007
Activities
- Machine Learning Summer School at Purdue, Poster Program Co-chair, 2011
- Purdue Women's Network, 2010-present
- Purdue Women In Science Programs, 2005-present
- Purdue Computer Science Women's Network, 2005-present
- Purdue Computer Science Graduate Student Board, Travel Grant Coordinator, 2007-2008