• Once upon a time, there were two separate FATCAT programs for performing deterministic and probabilistic tractography (3dTrackID and 3dProbTrackID, respectively), as described in the initial paper (Taylor and Saad, 2013). (nih.gov)
  • The proposed OED approach obviates the conservatism of the deterministic robust OED formulations by explicitly accounting for the probabilistic information of system uncertainties. (confex.com)
  • We present a nonergodic framework for probabilistic seismic‐hazard analysis (PSHA) that is constructed entirely of deterministic, physical models. (scec.org)
  • We present these comparisons and preliminary fully deterministic physics‐based RSQSim-CyberShake hazard curves, as well as a new technique for estimating within‐ and between‐event variability through simulation. (scec.org)
  • Intriguingly, the network's behaviour is reminiscent of sampling-based probabilistic inference, suggesting that correlates of sampling-based inference can develop from the interaction of STDP and homeostasis in deterministic networks. (plos.org)
  • The complexity lies not only in data volumes but also in the probabilistic, non-deterministic nature of the output. (capgemini.com)
  • Moreover, the shift from open, deterministic components to more opaque, probabilistic software components raises new challenges for system designers. (atlantis-press.com)
  • We present a probabilistic framework for multi-label learning for the setting when the test data may require predicting labels that were not available at training time (i.e., the zero-shot learning setting). (auai.org)
  • Existing probabilistic approaches differ for different types of endpoints or modes-of-action, lacking a unifying framework. (nih.gov)
  • We developed a unified framework for probabilistic dose-response assessment. (nih.gov)
  • Although some implementation challenges remain, this unified probabilistic framework can provide substantially more complete and transparent characterization of chemical hazards and support better-informed risk management decisions. (nih.gov)
  • 6. Kárný Miroslav, Guy Tatiana V.: Preference Elicitation within Framework of Fully Probabilistic Design of Decision Strategies , IFAC-PapersOnLine. (cas.cz)
  • Variational information bottleneck DeepSSM (VIB-DeepSSM) is an effective, principled framework for predicting probabilistic shapes of anatomy from images with aleatoric uncertainty quantification. (utah.edu)
  • Fully dynamic models, which simulate rupture nucleation and propagation of static and dynamic stresses, are still computationally intractable for the large simulation domains and many seismic cycles required to perform PSHA. (scec.org)
  • This paper presents a fully automated approach to the termination analysis of probabilistic while-programs whose guards and expressions are polynomial expressions. (springer.com)
  • In non probabilistic approach, system discovers inconsistencies and then eli. (researchgate.net)
  • This paper summarizes our formulation of the fully-automatic web-extraction problem, our clustering approach, and our results on a set of experiments. (aaai.org)
  • We then derived a step-by-step probabilistic approach for dose-response assessment of animal toxicology data similar to how nonprobabilistic reference doses are derived, illustrating the approach with example non-cancer and cancer datasets. (nih.gov)
  • A probabilistic approach is used, and the adjoint processes are characterized as solutions of related forward-backward doubly stochastic differential equations in finite-dimensional spaces. (esaim-cocv.org)
  • inproceedings{chen17f_interspeech, author={Chen Chen and Jiqing Han and Yilin Pan}, title={{Speaker Verification via Estimating Total Variability Space Using Probabilistic Partial Least Squares}}, year=2017, booktitle={Proc. (isca-speech.org)
  • The anisotropic detection pattern of the RFID reader antenna is combined with a probabilistic algorithm to obtain a coarse angular position relative to the RFID reader that can be used, for example, for behavioral control based on proxemics areas around the robot. (mdpi.com)
  • Making use of traditional dietary recommendation algorithm researches, we combine the Adaboost classifier with probabilistic matrix factorization. (techscience.com)
  • We present a personalized diet recommendation algorithm by taking advantage of probabilistic matrix factorization via Adaboost. (techscience.com)
  • The algorithm fully considers the constraint relationship between users' attributes and nutritional characteristics of foods. (techscience.com)
  • Includes probabilistic model analysis, the world's most advanced differential equation solving with automatic symbolic preprocessing, algorithm selection and precision control. (wolfram.com)
  • Ugur Kuter, Florent Teichteil-Konigsbuch, Guillaume Infantes developed a new planning algorithm called RFF which won the Fully Observable Probabilistic track of the 2008 International Planning Competition. (umd.edu)
  • When chemical health hazards have been identified, probabilistic dose-response assessment ("hazard characterization") quantifies uncertainty and/or variability in toxicity as a function of human exposure. (nih.gov)
  • This model can be used in conjunction with the predictions of response spectral accelerations at a reference rock horizon at a depth of about 800 m to calculate fully probabilistic estimates of the hazard in terms of ground shaking at the surface for a large region potentially affected by induced earthquakes. (knmi.nl)
  • We derive a fully Bayesian VIB formulation from both the probably approximately correct (PAC)-Bayes and variational inference perspectives. (utah.edu)
  • Toxicokinetic modeling was used for probabilistic in vitro-to-in vivo extrapolation to derive population-wide margins of safety for pharmaceuticals and margins of exposure for environmental chemicals. (nih.gov)
  • All methods for causal inference with observational data require assumptions, such fully observed covariates. (nih.gov)
  • The primary objective of this FOA is to stimulate innovative Convergent Neuroscience (CN) approaches to establish causal and/or probabilistic linkages across contiguous levels of analysis (e.g., gene, molecule, cell, circuit, system, behavior) in an explanatory model of psychopathology. (nih.gov)
  • Fully vaccinated persons who received a booster were considered fully vaccinated with a booster ≥14 days after the date of the booster. (medscape.com)
  • Our software tool Amber can thus check AST, PAST, as well as their negations for a large class of polynomial probabilistic programs, while carrying out the termination reasoning fully with polynomial witnesses. (springer.com)
  • This work addresses the problem of OED for simultaneous model discrimination and parameter estimation in polynomial nonlinear systems with probabilistic time-invariant uncertainties. (confex.com)
  • For queries without self-joins (repeated relation symbols), the data complexity of this problem is fully characterized in a known dichotomy: reliability can be computed in polynomial time for hierarchical queries, and is #P-hard for non-hierarchical queries. (dagstuhl.de)
  • however, quantitative characterization of the population-wide variability has not been fully explored. (nih.gov)
  • Fully probabilistic design (of decision strategies or control, FPD) removes the mentioned drawback and expresses also the DM goals of by the "ideal" probability, which assigns high (small) values to desired (undesired) behaviours of the closed DM loop formed by the influenced world part and by the used strategy. (wikipedia.org)
  • We could imagine and be perfectly happy, I think," Feynman had said, "with a probabilistic simulator of a probabilistic nature, in which the machine doesn't exactly do what nature does, but […] you'd get the corresponding probability with the corresponding accuracy. (purdue.edu)
  • The reliability of a Boolean Conjunctive Query (CQ) over a tuple-independent probabilistic database is the probability that the CQ is satisfied when the tuples of the database are sampled one by one, independently, with their associated probability. (dagstuhl.de)
  • Recent advances in 3D fully convolutional networks (FCN) have made it fe. (deepai.org)
  • 1. Fully automated segmentation of prostate whole gland and transition zone in diffusion-weighted MRI using convolutional neural networks. (nih.gov)
  • 5. Automated prostate multi-regional segmentation in magnetic resonance using fully convolutional neural networks. (nih.gov)
  • 2014) for efficient propagation of the probabilistic uncertainties. (confex.com)
  • In 2019, researchers from Purdue and Tohoku University in Japan demonstrated a probabilistic computer, made of "p-bits," that is capable of solving optimization problems often targeted for quantum computers, built from qubits. (purdue.edu)
  • The termination behavior of probabilistic programs depends on the outcomes of random assignments. (springer.com)
  • And, by using advanced triangulation techniques, ActiveID enables probabilistic user matching in ad exchanges with 95% accuracy. (crimtan.com)
  • This paper proposes a chance constrained AC-OPF for AC and HVDC grids, which considers wind uncertainty, fully utilizes HVDC control capabilities, and uses the semidefinite relaxation of the AC-OPF. (harvard.edu)
  • Experiments on synthetic shapes and left atrium data demonstrate that the fully Bayesian VIB network predicts SSM from images with improved uncertainty reasoning without sacrificing accuracy. (utah.edu)
  • We develop a probabilistic model that leverages the co-occurrence statistics of the labels via a joint generative model for the label matrix (which denotes the label presence/absence for each training example) and for the label co-occurrence matrix (which denotes how many times a pair of labels co-occurs with each other). (auai.org)
  • We borrowed from one of the simpler graphs to show the potential energy savings of a probabilistic design. (extremetech.com)
  • Preliminary results indicate that such a theory can be created by combining Bayesian decision making, dynamic probabilistic modelling and fully probabilistic design of decision strategies. (cas.cz)
  • It will provide: Fully probabilistic design (FPD) of adaptive strategies respecting changing environment and group aims. (cas.cz)
  • The problems facing conventional CMOS scaling are well-documented -- could PCMOS (Probabilistic complementary metal-oxide-semiconductor) provide an answer? (extremetech.com)
  • I also provide a fully solved example. (repec.org)
  • Simulate your geoscience applications with fully interactive models incorporating state-of-the-art image processing, built-in geodesy data and the computational power that only the Wolfram solution can provide. (wolfram.com)
  • Purdue University researchers are building a probabilistic computer that could bridge the gap between classical and quantum computing to more efficiently solve problems in areas such as drug research, encryption and cybersecurity, financial services, data analysis and supply chain logistics. (purdue.edu)
  • The team believes that a probabilistic computer may sooner solve some of the problems a quantum computer would solve, since it wouldn't need entirely new hardware or extremely cold temperatures to operate. (purdue.edu)
  • To identify a good clustering, we use a probabilistic model of the hint-generation process. (aaai.org)
  • Then, our theoretical result is applied to study a partially-observed linear-quadratic optimal control problem for a fully coupled forward-backward doubly stochastic system. (esaim-cocv.org)
  • Experimental results show the merits of our generalized proof rules and demonstrate that Amber can handle probabilistic programs that are out of reach for other state-of-the-art tools. (springer.com)
  • A probabilistic matrix factorization method extracts the implicit factors between individual food preferences and nutritional characteristics. (techscience.com)
  • This paper proposes a probabilistic, time efficient, data-driven method for human low and medium level activity recognition and indoor tracking. (researchgate.net)
  • This paper proposes a data-driven method for constructing materials to be used in a probabilistic knowledge base for human activity recognition. (researchgate.net)
  • In this paper, a discriminative estimating method of TVS based on probabilistic partial least squares (PPLS) is proposed. (isca-speech.org)
  • In this method, the discrimination is improved by using the priori information (labels) of speaker, so both the correlation of intra-class and the discrimination of interclass are fully utilized. (isca-speech.org)
  • Meanwhile, it also introduces a probabilistic view of the partial least squares (PLS) method to overcome the disadvantage of high computational complexity and the inability of channel compensation. (isca-speech.org)
  • 2. Segmentation of prostate zones using probabilistic atlas-based method with diffusion-weighted MR images. (nih.gov)
  • In this paper we explore probabilistic methods to reconstruct 3D volumetric images from 2D imaging modalities and measure the models' performance and confidence. (deepai.org)
  • In this paper we introduce a functional software architecture for fully autonomous vehicles aimed to standardise and ease the development process. (atlantis-press.com)
  • The 80387 FPU was the first x86 chip to be fully compliant with the IEEE-754 standard for floating point arithmetic. (extremetech.com)
  • We created ActiveID to help brands run display advertising campaigns that achieve the results they need, and are fully compliant. (crimtan.com)
  • Since demonstrating hardware for a probabilistic computer in 2019 and obtaining a patent through the Purdue Research Foundation Office of Technology Commercialization , the team has also employed existing silicon technology to emulate a probabilistic computer with thousands of p-bits using conventional hardware publicly available through Amazon Web Services. (purdue.edu)
  • Forty years later, Purdue University engineers are building the kind of system that Feynman imagined would overcome the limitations of today's classical computers by more closely acting like nature: a "probabilistic computer. (purdue.edu)
  • 2) probabilistic (e.g., popula- dose. (cdc.gov)
  • The molecular structure of caffeine is so complex that classical computers can't perform the calculations needed to fully understand it. (purdue.edu)
  • Eternal DSP, ID SSP, etc will not be fully supported by Google's measurement tools. (crimtan.com)
  • While the probabilistic description of beliefs is uniquely and deductively driven by rules for joint probabilities, the composition and decomposition of the loss function have no such universally applicable formal machinery. (wikipedia.org)
  • After a brief quickening, 3dTrackID picked up the probabilistic attributes and now that program is run in separate modes. (nih.gov)
  • The obtained results can be applied to a probabilistic reasoner for high level activity recognition. (researchgate.net)
  • Incidence and hospitalization rates were consistently highest for unvaccinated persons and lowest for fully vaccinated persons with a booster. (cdc.gov)
  • 3. Fully automatic segmentation on prostate MR images based on cascaded fully convolution network. (nih.gov)
  • While ISO 26262 aims to cover functional safety in the event of failure, semi/fully AVs need to be certified as safe even in the absence of a fault. (capgemini.com)
  • And like quantum computers, a probabilistic computer could process multiple states of zeros and ones at once - except that a p-bit would rapidly fluctuate between zero and one (hence, "probabilistic"), whereas a qubit is a superposition of zero and one. (purdue.edu)
  • Like most games of chance, McDonald's Monopoly works well because we, the players, don't fully understand the odds . (gomaths.co.za)