Overview of Schedule: PDF (with Abstracts)
Talks will be held in Baker Hall A51 (Giant Eagle Auditorium) or Baker Hall A53 (Steinberg Auditorium).
Registration will be in the Baker Lower Level lounge.
Overview of Conference Locations: Map
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 13th
- Welcome Social, Bridges Lounge, Holiday Inn, 6-8pm
Thursday, June 14th
- 7:45-8:30am: Bagels, Pastries, Coffee, Baker Coffee Lounge
- 8:30am: Conference Welcome/Opening Remarks
- 8:30-10:00am: Multidimensional Scaling, Data Analysis, and Associated Software
Chair: Beth Ayers, American Institutes of Research
Stephen France, Sheldon B. Lubar School of Business, University of Wisconsin-Milwaukee
Analysis of a Generalized Agreement Metric for Comparing Configurations
Cherise R. Chin Fatt, The University of Texas at Dallas, School of Behavioral and Brain Science
DISTATIS: Three-way Metric Multidimensional Scaling and its Extensions
Ulas Akkucuk, Bogazici, Istanbul, Turkey
Applications of Perceptual Mapping Software on Data Originating from Social Sciences
- 10:00-10:30am: Coffee Break, Baker Coffee Lounge
- 10:30-11:30am: Classification Applications in Criminal Behavior Patterns
Chair: Beth Ayers, American Institutes for Research
Tim Brennan, Northpoint Institute
Toward a Multi-Axial Classification for a State Prison System: Balancing Cluster Reliability, Case Assignment Accuracy, and User Requirements
Constantinos Kallis, Forensic Psychiatry Research Unit, Queen Mary, University of London, UK
Computer Instrument for Violence (CIV): A New Prognostic Model for Violent Reoffending for UK Serious Offenders
- 11:30am-1:00pm: Lunch Break
- 1:00-1:45pm: Keynote Address
Chair: Rebecca Nugent, Dept of Statistics, Carnegie Mellon University
Douglas Steinley, Associate Professor, Department of Psychological Sciences, University of Missouri, Columbia
Distinguishing between Continuous and Discrete Latent Spaces: Implications for Psychological Research
- 1:45-2:00pm: Coffee Break, Baker Coffee Lounge
- 2:00-3:30pm: Improving the Utility and Tractability of Classification
Chair: Stan Sclove, University of Illinois at Chicago
Willem Heiser, Faculty of Social and Behavioural Sciences, Leiden University
Clustering of Rankings using Kemeny Distance
Dave Dubin, Graduate School of Library and Information Science, University of Illinois, Urbana-Champaign
On Data Identity and Scientific Equivalence
Hans-Friedrich Koehn, University of Illinois, Urbana-Champaign
A Branch-and-Bound Max-Cardinality Algorithm for Exploratory Mokken Scale Analysis
- 3:30-4:00pm: Coffee Break, Baker Coffee Lounge
- 4:00-5:30: Updating (Mixture) Model-Based Clustering I
Chair: Doug Steinley, Univ of Missouri Psychology
Emilie Rausch, Department of Psychological Sciences, University of Missouri
K-Means and Mixture Model Clustering: A Comparison
Raju Vatsavai, Oak Ridge National Laboratory
Revisiting the Problem of Finding the Optimal Number of Clusters
Yuhong Wei, Department of Mathematics & Statistics, University of Guelph
Mixture Model Averaging for Clustering
- 6:00-7:30pm Reception (drink and light snacks), Lucca Ristorante
The reception is at 317 S. Craig St (about 10 minutes walk from conference and 5-10 minutes from hotel).
See Map. Restaurant is marked.
Note that Baker/Porter Hall is on Frew Street adjacent to Flagstaff Hill; the Holiday Inn University Center is on Lytton Avenue.
Friday, June 15th
- 7:45-8:30am Bagels, Pastries, Coffee, Baker Coffee Lounge
- 8:30-10:00am: Record Linkage and Disambiguation
Chair: Rebecca Nugent, CMU Statistics
Mauricio Sadinle, Department of Statistics, Carnegie Mellon University
Multiple Record Linkage Using a Generalized Fellegi-Sunter Framework
Rob Hall, Department of Machine Learning, Carnegie Mellon University
Valid Statistical Inference on Automatically Matched Files
Sam Ventura, Department of Statistics, Carnegie Mellon University
Disambiguating USPTO Inventors with Classification Models Trained on Comparison of Labeled Inventor Records
- 10:00-10:30am: Coffee Break, Baker Coffee Lounge
- 10:30-11:30am: Classification Society Dissertation Award Winners
Chair: Rebecca Nugent, CMU Statistics
Theodore Damoulas, Department of Computer Science, Cornell University
Probabilistic Multiple Kernel Learning
Ondrej Vencalek, Faculty of Mathematics and Physics, Charles University, Faculty of Science, Palacky University, Olomouc
Depth-based Classification
- 11:30am-1:00pm: Lunch Break (CS Board Meeting in Baker 154R)
- 1:00pm-1:45pm: Presidential Address
Chair: Doug Steinley
Rebecca Nugent, Department of Statistics, Carnegie Mellon University
A Self-Tuning Diffusion Framework for Use in Document Clustering
- 1:45-2:00pm: Coffee Break, Baker Coffee Lounge
- 2:00-3:00pm: Memorial Session Celebrating the Life and Work of Bob Sokal and Phipps Arabie
Chair: Willem Heiser, Faculty of Social and Behavioural Sciences, Leiden University
Willem Heiser, Faculty of Social and Behavioural Sciences, Leiden University
F. James Rohlf, Department of Ecology and Evolution, Stony Brook University
Mel Janowitz, DIMACS, Rutgers University
- 3:00-3:30pm: Coffee Break, Baker Coffee Lounge
- 3:30-5:00pm: Advances in Classification/Clustering Methodology
Chair: Doug Steinley, Univ of Missouri Psychology
Pascal Cuxac, INIST-CNRS
A New Approach for Improving Clustering Quality Based on Connected Maximized Cluster Features
Jean-Charles Lamirel, Synalp team - LORIA
A New Incremental Clustering Approach Based on Cluster Data Feature Maximization
Rebecca Le, Department of Statistics, University of California, Riverside
Alternative Approaches in Multi-label Neutral Zone Classification Problems
- 5:00-5:30pm: Classification Society General Meeting
- 7:00-10:00pm: Classification Society Banquet, Carnegie Museum of Natural History Map
Saturday, June 16th
- 8:00-9:00am Bagels, Pastries, Coffee, Baker Coffee Lounge
- 9:00-10:30am: The Use of Indices for Clustering Quality
Chair: Beth Ayers, American Institutes for Research
Michaela Hoffman, Department of Psychological Sciences, University of Missouri
Comparing Methods for Link Prediction in Networks
Jean-Charles Lamirel, Synalp team - LORIA
An Unbiased Symbolico-numeric Approach for Reliable Clustering Quality Evaluation
Ahmed Albatineh, Florida International University
On the Equivalence of Some Indices of Similarity: Implication to Binary Presence/Absence Data
- 10:30-11:00am Coffee Break, Baker Coffee Lounge
- 11:00am-12:30pm: Applications in the Biological Sciences
Chair: Beth Ayers, American Institutes for Research
Tanzy Love, Department of Biostatistics and Computational Biology, University of Rochester
Latent Effect Modification found in the Effect of Fish Consumption on IQ
Gabrielle Flynt, Department of Mathematics, Bucknell University
Clustering Trajectories in the Presence of Informative Monotone Missingness
Sonia Todorova, Department of Statistics, Carnegie Mellon University
Model-Based Clustering of non-Poisson, non-homogenous Point Processes Events with Application to Neuroscience
- 12:30-1:30pm Coffee/Lunch Break (sandwiches provided), Baker Coffee Lounge
- 1:30-3:00pm: Updating (Mixture) Model-Based Clustering II
Chair: Rebecca Nugent, CMU Statistics
Brian C. Franczak, Department of Mathematics & Statistics, University of Guelph
The ParSAL Family
Irene Vrbik, Department of Mathematics & Statistics, University of Guelph
MCLUST Models Extended to Mixture of Multivariate Skew-T Distributions
Jeff Andrews, Department of Mathematics & Statistics, University of Guelph
Using Evolutionary Algorithms for Model-Based Clustering
- 3:00pm Conference Closing Remarks