Publications

Unsupervised Multiway Data Analysis: A Literature Survey

Two-way arrays or matrices are often not enough to represent all the information in the data and standard two-way analysis techniques commonly applied on matrices may fail to fi...

Natural History of Asymptomatic Mitral Valve Prolapse in the Community

Background— The outcome of mitral valve prolapse (MVP) is controversial, with marked discrepancies in reported complication rates. Methods and Results— We conducted a community ...

Daytime Sleepiness and Vascular Morbidity at Seven-Year Follow-up in Obstructive Sleep Apnea Patients

Performance-Based Selection of Likelihood Models for Phylogeny Estimation

Phylogenetic estimation has largely come to rely on explicitly model-based methods. This approach requires that a model be chosen and that that choice be justified. To date, jus...

Size and Scaling in Human Evolution

Our general conclusion is simply stated: many lineages display phyletic size increase; allometric changes almost always accompany increase in body size. We cannot judge adaptati...

Information Acquisition Behavior in Brand Choice Situations

A behavioral process methodology was utilized to examine the amount and type of information acquired by consumers from package panels prior to making purchase decisions. Consume...

Formation and Stability of Multilayers of Polyelectrolytes

Sequential addition of anionic and cationic polyelectrolytes may lead to the formation of multilayers at a solid surface. The buildup of such multilayers is characterized by a s...

The processing of hexagonally sampled two-dimensional signals

Two-dimensional signals are normally processed as rectangularly sampled arrays; i.e., they are periodically sampled in each of two orthogonal independent variables. Another form...

Functional hemodynamic monitoring.

Hemodynamic monitoring is a central component of intensive care. Patterns of hemodynamic variables often suggest cardiogenic, hypovolemic, obstructive, or distributive (septic) ...

Fractional Max-Pooling

Convolutional networks almost always incorporate some form of spatial pooling, and very often it is alpha times alpha max-pooling with alpha=2. Max-pooling act on the hidden lay...

PARAFAC2—Part II. Modeling chromatographic data with retention time shifts

This paper offers an approach for handling retention time shifts in resolving chromatographic data using the PARAFAC2 model. In Part I of this series an algorithm for PARAFAC2 w...

Identification of gene expression profiles that predict the aggressive behavior of breast cancer cells.

With the goal of identifying genes that have an expression pattern that can facilitate the diagnosis of primary breast cancers (BCs) as well as the discovery of novel drug leads...