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Matrix and tensor factorizations have a long history in machine learning. Being able to recover latent factors in the data and flexible enough to accommodate a large set of constraints and regularizat...
The National Science Foundation (NSF) has announced its support of a Lehigh University-led research team that will advance machine learning by tying together techniques drawn from the fields of statis...
A two-year project funded by the National Science Foundation is laying the groundwork for meeting society’s growing demand for citizens literate in computer science by integrating computing with eleme...
We develop a rather elaborate computer program to investigate the jointly periodic points of one-dimensional cellular automata. The experimental results and mathematical context lead to questions, con...
This paper presents an algorithm for computer veri cation of the global structure of structurally stable planar vector elds. Constructing analytical proofs for the qualitative properties of phase p...
THREE EXAMPLES OF MONTE-CARLO MARKOV CHAINS:AT THE INTERFACE BETWEEN STATOSTICAL COMPUTING,COMPUTER SCIENCE,AND STATISTICAL MECHANICS。
Orthogonal and Nearly Orthogonal Designs for Computer Experiments.
Hybrid Designs of Computer and Physical Experiments Resource Allocation in Mixed Testing.
Functional Near-Infrared spectroscopy (fNIRS) is an emerging non-invasive brain computer interface (BCI) modality that measures changes in haemoglobin concentrations in the cortical tissue. To date mo...
Compensating changes between a subjects' training and testing session in Brain Computer Interfacing (BCI) is challenging but of great importance for a robust BCI operation. We show that such changes a...
Abstract: Multiview geometry is the study of two-dimensional images of three-dimensional scenes, a foundational subject in computer vision. We determine a universal Groebner basis for the multiview id...
This article deals with the estimation of a probability pf of an undesirable event. Its occurence is formalized by the exceedance of a threshold reliability value by the unidimensional output of a com...
Motivation: Many biological systems are modeled qualitatively with discrete models,such as probabilistic Boolean networks, logical models, bounded Petri nets, and agent-based models. Simulation is a c...
In this work we present the computer algebra package HarmonicSums and its theoretical background for the manipulation of harmonic sums and some related quantities as for example Euler-Zagier sums and...
Mathematical models are a well established tool in most natural sciences. Although models have been neglected by the philosophy of science for a long time, their epistemological status as a link betwe...

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