Narsis A. Kiani

发表

Evaluating Network Inference Methods in Terms of Their Ability to Preserve the Topology and Complexity of Genetic Networks

Hector Zenil, Jesper Tegnér, Narsis A. Kiani, 2015, Seminars in cell & developmental biology.

Controllability, Multiplexing, and Transfer Learning in Networks using Evolutionary Learning pdf

Hector Zenil, Jesper Tegnér, David Gomez-Cabrero, 2018, ArXiv.

Algorithmically probable mutations reproduce aspects of evolution such as convergence rate, genetic memory, modularity, diversity explosions, and mass extinction pdf

Hector Zenil, Narsis A. Kiani, Santiago Hernández-Orozco, 2017, ArXiv.

Quantifying loss of information in network-based dimensionality reduction techniques pdf

Hector Zenil, Jesper Tegnér, Narsis A. Kiani, 2015, J. Complex Networks.

Topological Evaluation of Methods for Reconstruction of Genetic Regulatory Networks

Hector Zenil, Jesper Tegnér, Narsis A. Kiani, 2015, 2015 11th International Conference on Signal-Image Technology & Internet-Based Systems (SITIS).

A Review of Graph and Network Complexity from an Algorithmic Information Perspective

Hector Zenil, Jesper Tegnér, Narsis A. Kiani, 2018, Entropy.

Dynamics and heterogeneity of brain damage in multiple sclerosis

Roland Martin, Pablo Villoslada, Jesper Tegnér, 2017, PLoS Comput. Biol..

Algorithmic Probability-guided Supervised Machine Learning on Non-differentiable Spaces pdf

Hector Zenil, Narsis A. Kiani, Jesper Tegnér, 2019, ArXiv.

Low Algorithmic Complexity Entropy-deceiving Graphs

Hector Zenil, Narsis A. Kiani, H. Zenil, 2016, Physical review. E.

Resource allocation for performance improvement

Jyrki Wallenius, Narsis A. Kiani, Pekka J. Korhonen, 2012, Ann. Oper. Res..

HiDi: an efficient reverse engineering schema for large‐scale dynamic regulatory network reconstruction using adaptive differentiation

Hector Zenil, Jesper Tegnér, Narsis A. Kiani, 2017, Bioinform..

Ab initio Algorithmic Causal Deconvolution of Intertwined Programs and Networks by Generative Mechanism pdf

Hector Zenil, Jesper Tegnér, Narsis A. Kiani, 2018, ArXiv.

Dynamic probabilistic threshold networks to infer signaling pathways from time-course perturbation data

Lars Kaderali, Narsis A. Kiani, L. Kaderali, 2014, BMC Bioinformatics.

Symmetry and Correspondence of Algorithmic Complexity over Geometric, Spatial and Topological Representations †

Hector Zenil, Jesper Tegnér, Narsis A. Kiani, 2018, Entropy.

Evolving Neural Networks through a Reverse Encoding Tree

Hector Zenil, Chao-Han Huck Yang, Narsis A. Kiani, 2020, 2020 IEEE Congress on Evolutionary Computation (CEC).

The Thermodynamics of Network Coding, and an Algorithmic Refinement of the Principle of Maximum Entropy † pdf

Hector Zenil, Jesper Tegnér, Narsis A. Kiani, 2018, Entropy.

Numerical Investigation of Graph Spectra and Information Interpretability of Eigenvalues pdf

Hector Zenil, Jesper Tegnér, Narsis A. Kiani, 2015, IWBBIO.

Evaluating Network Inference Methods in Preserving the Topology and Complexity of Reconstructed Genetic Networks

Hector Zenil, Jesper Tegnér, Narsis A. Kiani, 2015 .

A New Method for Complex Decision Making Based on TOPSIS for Complex Decision Making Problems with Fuzzy Data

Tofigh Allahviranloo, F. Hosseinzadeh Lotfi, Narsis A. Kiani, 2007 .

Universal Data Reduction and Network Sparsification Method By Minimal Algorithmic Information Loss

Hector Zenil, Jesper Tegnér, Narsis A. Kiani, 2018 .

Parameter-free Network Sparsification and Data Reduction by Minimal Algorithmic Information Loss pdf

Hector Zenil, Jesper Tegnér, Narsis A. Kiani, 2018, ArXiv.

Minimal Algorithmic Information Loss Methods for Dimension Reduction, Feature Selection and Network Sparsification.

Hector Zenil, Narsis A. Kiani, Felipe S. Abrahão, 2018, 1802.05843.

Algorithmically probable mutations reproduce aspects of evolution such as genetic memory, modularity, diversity explosions, and mass extinctions

Hector Zenil, Narsis A. Kiani, Santiago Hernández-Orozco, 2017 .

Causal deconvolution by algorithmic generative models

Hector Zenil, Jesper Tegnér, Narsis A. Kiani, 2019, Nature Machine Intelligence.

Algorithmic Information Dynamics

Hector Zenil, Narsis A. Kiani, Jesper Tegnér, 2020, Scholarpedia.

A Decomposition Method for Global Evaluation of Shannon Entropy and Local Estimations of Algorithmic Complexity

Hector Zenil, Narsis A. Kiani, Fernando Soler-Toscano, 2016, Entropy.

An Algorithmic Information Calculus for Causal Discovery and Reprogramming Systems

Hector Zenil, Jesper Tegnér, Francesco Marabita, 2017, bioRxiv.

Symmetry and Algorithmic Complexity of Polyominoes and Polyhedral Graphs pdf

Hector Zenil, Jesper Tegnér, Narsis A. Kiani, 2018, ArXiv.

Algorithmic Information Dynamics of Persistent Patterns and Colliding Particles in the Game of Life pdf

Hector Zenil, Jesper Tegnér, Narsis A. Kiani, 2018, ArXiv.

Algorithmic complexity of motifs clusters superfamilies of networks

Hector Zenil, Jesper Tegnér, Narsis A. Kiani, 2013, 2013 IEEE International Conference on Bioinformatics and Biomedicine.

An Algorithmic Information Calculus for Causal Discovery and Reprogramming Systems

Hector Zenil, Jesper Tegnér, Francesco Marabita, 2019, iScience.

Algorithmic Complexity and Reprogrammability of Chemical Structure Networks pdf

Hector Zenil, Jesper Tegnér, Narsis A. Kiani, 2018, Parallel Process. Lett..

Normalizing for individual cell population context in the analysis of high-content cellular screens

Karl Rohr, Roland Eils, Anil Kumar, 2011, BMC Bioinformatics.

Estimations of Integrated Information Based on Algorithmic Complexity and Dynamic Querying

Narsis A. Kiani, Alberto Hern'andez-Espinosa, H'ector Zenil, 2019, Handbook of Unconventional Computing.

A perspective on bridging scales and design of models using low-dimensional manifolds and data-driven model inference

Hector Zenil, Jesper Tegnér, David Gomez-Cabrero, 2016, Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences.

Signed Decomposition of Fully Fuzzy Linear Systems

Tofigh Allahviranloo, Narsis A. Kiani, Nasser Mikaeilvand, 2008 .

Conditional Disease Development extracted from Longitudinal Health Care Cohort Data using Layered Network Construction

Kristina Alexanderson, David Gomez-Cabrero, Narsis A. Kiani, 2016, Scientific Reports.

Homomorphic solution of fully fuzzy linear systems

Tofigh Allahviranloo, Narsis A. Kiani, M. Barkhordary, 2008 .

Data Dimension Reduction and Network Sparsification Based on Minimal Algorithmic Information Loss

Hector Zenil, Narsis A. Kiani, Felipe S. Abrahão, 2018 .

Fuzzy integer linear programming problems

Tofigh Allahviranloo, Narsis A. Kiani, T. Allahviranloo, 2007 .