Overview of Schedule: PDF (with Abstracts)
Talks will be held in Baker Hall A51 (Giant Eagle Auditorium); registration will be in the Baker Lower Level lounge. Conference attendees may also use Baker Hall A53 (Steinberg Auditorium) for meetings, preparation, work, etc.
For those who are not able or comfortable walking between the campus and the hotel, there will be a hotel shuttle that will leave in the morning at 7:45am. The shuttle will also be arranged as needed for return trips.
Wednesday, June 15th
- Welcome Social, Bridges Lounge, Holiday Inn, 6-8pm
Thursday, June 16th
- 8:00-8:30am: Bagels, Pastries, Coffee, Baker Coffee Lounge
- 8:30-8:45am: Conference Welcome/Opening Remarks
- 8:45-10:15am: Classification Applications in Statistical Forensics
Chair: Beth Ayers, Graduate School of Education, UC Berkeley
David Friedenberg, Battelle Memorial Institute
Use of GCxGC-TOFMS and Pattern Recognition for Detection and Attribution {of Organophosphate Pesticide Signatures
Jared Schuetter, Battelle Memorial Institute
What Made This Hole? The Challenge of Image Analysis in Munition Forensics
Jennifer Wightman, Battelle Memorial Institute
A Classification Algorithm for the Detection of Chemicals Using Raman Spectroscopic Data
- 10:15-10:30am: Coffee Break, Baker Coffee Lounge
- 10:30-12:00pm: Classification Applications in Relational Data
Chair: Rebecca Nugent, Dept of Statistics, Carnegie Mellon University
David Krackhardt, Heinz School, Carnegie Mellon University
Efficient Extraction of Quality Subgraphs from Large Populations
Pavel Krivitsky, Heinz College/iLab, Dept of Statistics,Carnegie Mellon University
Latent Space Cluster Models for Social Networks
Andrew Thomas, Dept of Statistics, Carnegie Mellon University
Friends and Enemies: The Classification of Social Network Ties by Antagonism
- 12:00-1:30pm: Lunch Break
- 1:30-2:15pm: Keynote Address
Chair: Rebecca Nugent, Dept of Statistics, Carnegie Mellon University
Stephen E. Fienberg, Maurice Falk University Professor of Statistics and Social Science, Carnegie Mellon University
Mixed-Membership Models for Disability, Text, and Network Analysis
- 2:15-2:30pm: Coffee Break, Baker Coffee Lounge
- 2:30-4:00pm: Recent Work in Classification in Education
Chair: Elizabeth Hohman, Naval Surface Warfare Center
Elizabeth Ayers, Graduate School of Education, UC Berkeley
Analyzing the Learning Progressions in the Assessing Data Modeling
and Statistical Reasoning Curriculum
Tracy Sweet, Dept of Statistics/PIER, Carnegie Mellon University
Latent Space Social Network Models for Interventions in Education
Turadg Aleahmad, Human Computer Interaction/PIER, Carnegie Mellon University
Automatic Rating of User-Generated Math Solutions
- 4:00-4:15pm: Coffee Break, Baker Coffee Lounge
- 4:15-5:30: Some Recent Work in Classification Methodology
Chair: Beth Ayers, Graduate School of Education, UC Berkeley
Gabrielle Flynt, Dept of Statistics, Carnegie Mellon University
Clustering Trajectories in the Presence of Informative Patterns of Monotone Missingness
Stephen France, Sheldon B. Lubar School of Business, University of Wisconsin-Milwaukee
Boosting Unsupervised Additive Clustering
Daniel McDonald, Dept of Statistics, Carnegie Mellon University
Spectral Approximations in Machine Learning
- 5:30-7:30pm Reception (drink and light snacks), Phipps Conservatory
Friday, June 17th
- 8:00-9:00am Bagels, Pastries, Coffee, Baker Coffee Lounge
- 9:00-9:45am: Presidential Address
Chair: Stan Sclove, Dept of Information and Decision Sciences, UIC
William Shannon, Divisions of General Medical Sciences and Biostatistics, Washington University of St Louis School of Medicine
Ranking Physicians, Hospitals, Teachers, Auto-Mechanics,...(or anything else that takes something, does something to it, and has a measurable
outcome)
- 9:45-10:00am: Coffee Break, Baker Coffee Lounge
- 10:00-12:00pm: Classification Society Dissertation Award Finalists
Chair: Samantha B. Prins, Dept of Mathematics & Statistics, James Madison University
Frank Busing, Leiden University (WINNER)
Advances in Multidimensional Scaling
Hongxia Yang, Dept of Statistical Science, Duke University
Nonparametric Bayes Models for High-Dimensional and Sparse Data
Jorge Tendeiro, Faculty of Behavioural and Social Sciences, Heijmans Institute
Some Mathematical Results on Three-Way Component Analysis
David Casado, Dept of Statisitcs, Universidad Carlos III de Madrid
Classification Techniques for Time Series and Functional Data
- 12:00-1:30pm: Lunch Break (CS Board Meeting in Baker 154R)
- 1:30-3:15pm: Graphs, Risks, and Clusters: The Work of Bernie Harris
A memorial session celebrating the life and work of Bernard Harris (1926-2011)
Chair: Willem Heiser, Faculty of Social and Behavioural Sciences, Leiden University
Willem Heiser, Faculty of Social and Behavioural Sciences, Leiden University
Remembering Joseph Kruskal and Doug Carroll
David Banks, Dept of Statistical Science, Duke University
Adversarial Risk Analysis
Mel Janowitz, DIMACS, Rutgers
Continuity! To be or not to be! Is that even a question?
Stan Sclove, Dept of Information and Decision Sciences, UIC
Bernie Harris' Contributions to Cluster Analysis
- 3:15-3:30pm: Coffee Break, Baker Coffee Lounge
- 3:30-5:00pm: Combining Classification Trees and Regression Models
Chair: TBA
Yuning He, Dept of Applied Mathematics & Statistics, UC Santa Cruz
Predicting Variable-Length Functional Outputs for Emulation of a
NASA Flight Simulator
Herbie Lee, Dept of Applied Mathematics & Statistics, UC Santa Cruz
Optimization under Unknown Constraints
Bobby Gramacy, Dept of Econometrics & Statistics, U of Chicago Booth School of Business
Dynamic Trees for Response Surface Learning and Optimization
- 5:00-5:30pm: Classification Society General Meeting
- 7:00-10:00pm: Dinner Cruise on the Three Rivers, Station Square
(Boarding starts at 6pm; more details in registration packet)
Saturday, June 18th
- 8:00-8:30am Bagels, Pastries, Coffee, Baker Coffee Lounge
- 8:30-10:00am: A Survey of Some Classification Applications
Chair: TBA
Elizabeth Hohman, Naval Surface Warfare Center
Hypergraphs from Twitter Data
Michael Kurtz, Harvard-Smithsonian Center for Astrophysics
Using Multipartite Graphs for Recommendation and Discovery
Tim Brennan, Northpoint Institute
An Exploratory Taxonomic Study of Women's Pathways to Crime: From Qualitative to Quantitative Patterns
- 10:00-10:15am Coffee Break, Baker Coffee Lounge
- 10:15-11:45am: How Can We Better Use Classification/Clustering?
Chair: TBA
Ahmed Albatineh, Dept of Epidemiology and Biostatistics, Florida International University
Effects of Some Design Factors on the Shape of Similarity Indices in Cluster Analysis
Shuai Sun, University of Massachusetts, Boston
Classification Society Automated Search Service
David Dubin, Graduate School of Library and Information Science, UIUC
Data Theory and Scientific Data Management
- 11:45-12:30pm Coffee/Lunch Break (sandwiches provided), Baker Coffee Lounge
- 12:30-2:00pm: Classification Applications in the Biological Sciences
Chair: TBA
Li Liu, Dept of Statistics, Carnegie Mellon University
Investigating New Typologies for Classifying Aphasia Patients
Patricio La Rosa, Divisions of General Medical Sciences and Biostatistics, Washington University of St Louis School of Medicine
Object Data Analysis of Taxonomic Trees from Human Microbiome Data
William Shannon, Divisions of General Medical Sciences and Biostatistics, Washington University of St Louis School of Medicine
Dirichlet-Multinomial Power Calculations And Statistical Tests For Microbiome Data
- 2:00pm Conference Closing Remarks