Sharif Digital Repository

Stratification of admixture population:A bayesian approach

Author

Tamiji, M.

Publisher

Institute of Electrical and Electronics Engineers Inc,

Pub. Year

2019

Subjects

Admixture Populations. / Probabilistic Graphical Model. / Bayesian networks. / Bioinformatics. / Inference engines. / Intelligent systems. / Markov processes. / Population statistics. / Probability distributions. / Bayesian approaches. / Hidden structures. / Model parameters. / Monte Carlo Markov chain. / Population stratification. / Probabilistic graphical models. / Statistical algorithm. / Clustering algorithms.

Statistical association mapping of population-structured genetic data

Author

Najafi, A.

Pub. Year

2017

Subjects

Genome-wide association study. / Mathematical model. / Bioinformatics. / Clustering algorithms. / Diseases. / Mapping. / Markov processes. / Mathematical models. / Probability distributions. / Speech recognition. / Statistics. / Genome-wide association studies. / Genomics. / MCMC. / Probabilistic graphical models. / Sociology. / Population statistics.

Genome-Wide Association Studies: Information Theoretic Limits of Reliable Learning

Author

Tahmasebi, B.

Publisher

Institute of Electrical and Electronics Engineers Inc,

Pub. Year

2018

Subjects

Genome-wide association studies. / DNA sequences. / Gene encoding. / Stochastic systems. / Biological information. / DNA Sequencing. / Entropy function. / Information-theoretic limits. / Stochastic functions. / Threshold effect. / Zero errors. / Information theory.

Information theoretic limits of learning of the causal features in a linear model

Author

Tahmasebi, B.

Publisher

Institute of Electrical and Electronics Engineers Inc,

Pub. Year

2018

Subjects

Information theory. / Binary features. / Entropy function. / Features detections. / Information-theoretic limits. / Linear functions. / Noisy observations. / Positive integers. / Threshold effect. / Feature extraction.

Private shotgun DNA sequencing: A structured approach

Author

Gholami, A.

Publisher

Institute of Electrical and Electronics Engineers Inc,

Pub. Year

2019

Subjects

privacy. / Data privacy. / DNA. / Gene encoding. / Information theory. / Data collectors. / DNA fragment. / DNA Sequencing. / Layered structured. / Local data. / Multiple sequences. / Shotgun sequencing. / Structured approach. / DNA sequences.

The Capacity of associated subsequence retrieval

Author

Tahmasebi, B.

Publisher

Institute of Electrical and Electronics Engineers Inc,

Pub. Year

2021

Subjects

Blood pressure. / Information theory. / Entropy function. / Finite alphabet. / Genome-wide association studies. / High blood pressures. / High-dimensional. / Probability of errors. / Threshold effect. / Zero errors. / Errors.

Metrical theory for small linear forms and applications to interference alignment

Author

Hussain, M.

Publisher

Springer,

Pub. Year

2020

Subjects

Approximation theory. / Numbering systems. / Complex number. / Diophantine approximation. / Interference alignment. / Metrical theory. / Mixed type. / Signal processing.

Statistical association mapping of population-structured genetic data

Author

Najafi, A.

Publisher

Institute of Electrical and Electronics Engineers Inc,

Pub. Year

2019

Subjects

MCMC. / Bioinformatics. / Clustering algorithms. / Diseases. / Mapping. / Markov processes. / Mathematical models. / Probability distributions. / Speech recognition. / Statistics. / Genome-wide association studies. / Genomics. / Probabilistic graphical models. / Sociology. / Population statistics. / Algorithm. / Biological model. / Biology. / Cluster analysis. / Markov chain. / Population genetics. / Procedures. / Statistical model. / Algorithms. / Cluster Analysis. / Computational Biology. / Genetics, Population. / Genome-Wide Association Study. / Humans. / Markov Chains. / Models, Genetic. / Models, Statistical. / Monte Carlo Method.

Estimation and stability over AWGN channel in the presence of fading, noisy feedback channel and different sample rates

Author

Sanjaroon, V.

Publisher

Elsevier B.V,

Pub. Year

2019

Subjects

Estimation. / Feedback channel. / Networked control system. / Stability. / Channel coding. / Control system analysis. / Control system stability. / Control system synthesis. / Controllers. / Convergence of numerical methods. / Eigenvalues and eigenfunctions. / Fading channels. / Feedback. / Gaussian noise (electronic) / Linear control systems. / Networked control systems. / White noise. / Additive White Gaussian noise. / Capacity. / Discrete-time linear control system. / Information-theoretic analysis. / Mismatch factor. / Stability of control. / System-sampling rate. / Discrete time control systems.

Estimation of nonlinear dynamic systems over communication channels

Author

Sanjaroon, V.

Publisher

Institute of Electrical and Electronics Engineers Inc,

Pub. Year

2018

Subjects

Capacity. / Lyapunov exponents. / Nonlinear dynamic systems. / Observability. / Channel capacity. / Communication channels (information theory) / Differential equations. / Digital communication systems. / Dynamics. / Entropy. / Lyapunov functions. / Lyapunov methods. / Noise generators. / Nonlinear dynamical systems. / White noise. / AWGN channel. / Limited capacity. / Lyapunov exponent. / Noiseless channels. / Packet erasure channels. / Remote observation. / Shannon capacity. / Dynamical systems.

Private shotgun and sequencing

Author

Gholami, A.

Publisher

Institute of Electrical and Electronics Engineers Inc,

Pub. Year

2019

Subjects

DNA sequencing. / Privacy. / Data privacy. / DNA. / DNA sequences. / Information theory. / Data collectors. / DNA assemblies. / DNA molecules. / Information gap. / Privacy constraints. / Service provider. / Shotgun sequencing. / Gene encoding.

Real interference alignment: Exploiting the potential of single antenna systems

Author

Motahari, A. S.

Pub. Year

2014

Subjects

Degrees of freedom. / Diophantine approximation. / Degrees of freedom (mechanics) / Machinery. / Mechanics. / Signal interference. / Telecommunication. / Transmitters. / Vector spaces. / Gaussian interference channels. / Information messages. / Interference alignment. / Interference channels. / Multiple antenna systems. / Real interference alignments. / Single antenna systems. / Approximation theory.

Automated analysis of karyotype images

Author

Khazaei, E.

Publisher

World Scientific,

Pub. Year

2022

Subjects

Chromosome classification. / Overlap resolving. / Classifier. / Decomposition. / Human. / Human chromosome. / Human experiment. / Image analysis. / Image enhancement. / Karyotype. / Pipeline. / Segmentation algorithm. / Algorithm. / Image processing. / Karyotyping. / Procedures. / Algorithms. / Chromosomes, Human. / Humans. / Image Processing, Computer-Assisted.

Theoretical aspects of the enhancement of metal binding affinity by intramolecular hydrogen bonding and modulating p: K a values

Author

Motahari, A.

Publisher

Royal Society of Chemistry,

Pub. Year

2017

Subjects

Calcium ion. / Hydrogen. / Hydroxyl group. / Ligand. / Magnesium ion. / Metal ion. / Metalloprotein. / Methanol. / Polyol. / Zinc ion. / Acidity. / Article. / Binding affinity. / Binding site. / Chemical bond. / Collisionally activated dissociation. / Complex formation. / Conjugate. / Controlled study. / Density functional theory. / Density gradient. / Electron. / Energy. / Hydrogen bond. / Ionization. / Metal binding. / Natural bond orbital. / Priority journal. / Proton transport. / Quantum theory. / Solvation. / Static electricity.

Enhancement of metal-binding affinity for Cu+/Cu2+ complexes by hydrogen bond network

Author

Motahari, A.

Pub. Year

2024

Subjects

AIM. / Metal complex. / Metal-binding affinity. / NBO. / Binding energy. / Complex networks. / Complexation. / Gases. / Metal complexes. / Atoms in Molecules. / Bond dissociation energies. / Density-functional-theory. / Energy value. / Gas-phases. / Hydrogen bond networks. / Metal binding affinity. / Natural bond orbital. / Copper compounds.

On statistical learning of simplices: Unmixing problem revisited

Author

Najafi, A.

Publisher

Institute of Mathematical Statistics,

Pub. Year

2021

Subjects

Computer simulations. / Statistical learning theory. / Sample complexity. / Inference of simplices. / High-dimensional geometry.

Information theory of mixed population genome-wide association studies

Author

Tahmasebi, B.

Publisher

Institute of Electrical and Electronics Engineers Inc,

Pub. Year

2019

Subjects

Genome-wide association studies. / Multiple access channel. / Threshold effect. / DNA sequences. / Gene encoding. / Capacity regions. / DNA Sequencing. / Entropy function. / High-accuracy. / Multiple access channels. / Special class. / Information theory.

Structure learning of sparse GGMS over multiple access networks

Author

Tavassolipour, M.

Publisher

Institute of Electrical and Electronics Engineers Inc,

Pub. Year

2020

Subjects

Gaussian graphical model. / Structure learning. / Graphic methods. / Bandwidth limitation. / Distributed learning. / Gaussian graphical models. / High probability. / Multiple access channels. / Multiple access network. / Optimal channels. / Structure-learning. / Channel coding.

Cell identity codes: understanding cell identity from gene expression profiles using deep neural networks

Author

Abdolhosseini, F.

Publisher

Nature Publishing Group,

Pub. Year

2019

OUT-OF-DOMAIN UNLABELED DATA IMPROVES GENERALIZATION

Author

Saberi, A. H.

Pub. Year

2024

Subjects

Optimization. / Supervised learning. / Domain distribution. / Generalisation. / Generalization Error. / Isotropics. / Loss functions. / Minimisation. / Semisupervised classification (SSC) / Total-variation. / Unlabeled data. / Unlabeled samples. / Polynomial approximation.