Results 31 to 40 of about 4,564 (243)
KVLMM: A Trajectory Prediction Method Based on a Variable-Order Markov Model With Kernel Smoothing
IEEE Access, 2018 With the dramatic proliferation of global positioning system (GPS) devices, a rich range of research has been conducted on the analysis of GPS trajectories.
Xing Wang +3 more
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Neural Networks and Markov Categories
AppliedMathWe present a formal framework for modeling neural network dynamics using Category Theory, specifically through Markov categories. In this setting, neural states are represented as objects and state transitions as Markov kernels, i.e., morphisms in the ...
Sebastian Pardo-Guerra +3 more
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LIBRJMCMC: AN OPEN-SOURCE GENERIC C++ LIBRARY FOR STOCHASTIC OPTIMIZATION [PDF]
The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, 2012 The librjmcmc is an open source C++ library that solves optimization problems using a stochastic framework. The library is primarily intended for but not limited to research purposes in computer vision, photogrammetry and remote sensing, as it
M. Brédif, O. Tournaire, O. Tournaire
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Online Learning in Kernelized Markov Decision Processes
CoRR, 2018 22nd International Conference on Artificial Intelligence and Statistics (AISTATS ...
Sayak Ray Chowdhury, Aditya Gopalan
openaire +3 more sources
GINI: from ISH images to gene interaction networks. [PDF]
PLoS Computational Biology, 2013 Accurate inference of molecular and functional interactions among genes, especially in multicellular organisms such as Drosophila, often requires statistical analysis of correlations not only between the magnitudes of gene expressions, but also between ...
Kriti Puniyani, Eric P Xing
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Ovarian Cancer Diagnosis and Chemoresistance Prediction Model Based on cfRNA Molecular Signature
Advanced Science, EarlyView.A deep learning model analyzes cfRNA profiles extracted from the blood of OVCA patients. This innovative approach distinguishes OVCA from healthy controls with high accuracy. Crucially, it reliably predicts patient response to chemotherapy (sensitive versus resistant subgroups).
Qinhao Guo +14 more
wiley +1 more source
On Online Learning in Kernelized Markov Decision Processes
CoRR, 2019 arXiv admin note: text overlap with arXiv:1805 ...
Sayak Ray Chowdhury, Aditya Gopalan
openaire +2 more sources
Advanced Science, EarlyView.As a pilot phase of the Central Asian Genomic Diversity Project, whole‐genome sequencing of 166 individuals from 20 Central Asian and Afghan Hazara populations reveals fine‐scale substructure shaped by repeated trans‐Eurasian migration and admixture. Integrated analyses uncover post‐admixture adaptation, archaic introgression, and medically relevant ...
Mengge Wang +11 more
wiley +1 more source
MrBayes tgMC³: a tight GPU implementation of MrBayes.
PLoS ONE, 2013 MrBayes is model-based phylogenetic inference tool using Bayesian statistics. However, model-based assessment of phylogenetic trees adds to the computational burden of tree-searching, and so poses significant computational challenges. Graphics Processing
Cheng Ling +6 more
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Scientific Reports, 2023 The evolvement in digital media and information technology over the past decades have purveyed the internet to be an effectual medium for the exchange of data and communication.
Deepa D. Shankar +1 more
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