Anatoli Torokhti

Publication Activity (10 Years)

Years Active: 1996-2024
Publications (10 Years): 15

Top Topics

Wiener Filtering

Principal Component Analysis

Dimensionality Reduction

Top Venues

Signal Process.

Electron. Notes Discret. Math.

IEEE Signal Process. Lett.

Publications

Pablo Soto-Quiros, Anatoli Torokhti
Fast random vector transforms in terms of pseudo-inverse within the Wiener filtering paradigm. J. Comput. Appl. Math. 448 (2024)
Anatoli Torokhti, Phil G. Howlett
Optimal estimation of distributed highly noisy signals within KLT-Wiener archetype. Digit. Signal Process. 143 (2023)
Phil G. Howlett, Anatoli Torokhti, Peter J. Pudney, Pablo Soto-Quiros
Multilinear Karhunen-Loève Transforms. IEEE Trans. Signal Process. 70 (2022)
Pablo Soto-Quiros, Anatoli Torokhti
Extended Principal Component Analysis. CoRR (2021)
Pablo Soto-Quiros, Anatoli Torokhti, Stanley J. Miklavcic
Second Degree Model for Multi-Compression and Recovery of Distributed Signals. CoRR (2021)
Pablo Soto-Quiros, Anatoli Torokhti
Data Compression: Multi-Term Approach. CoRR (2021)
Anatoli Torokhti
Processing of large sets of stochastic signals: filtering based on piecewise interpolation technique. CoRR (2021)
Pablo Soto-Quiros, Anatoli Torokhti
Improvement in accuracy for dimensionality reduction and reconstruction of noisy signals. Part II: The case of signal samples. Signal Process. 154 (2019)
Anatoli Torokhti, Pablo Soto-Quiros
Improvement in accuracy for dimensionality reduction and reconstruction of noisy signals. Part I: The case of random signals. Signal Process. 154 (2019)
Pablo Soto-Quiros, Anatoli Torokhti
Multi-Objective Operator for Optimal Compression and De-compression of Random Signals. IWOBI (2018)
Pablo Soto-Quiros, Anatoli Torokhti
Extended karhunen-loève transform. TSP (2017)
Pablo Soto-Quiros, Anatoli Torokhti
Optimal transforms of random vectors: The case of successive optimizations. Signal Process. 132 (2017)
Anatoli Torokhti, Pablo Soto-Quiros
Generalized Brillinger-Like Transforms. IEEE Signal Process. Lett. 23 (6) (2016)
Alex Grant, Anatoli Torokhti, Pablo Soto-Quiros
Compression and Recovery of Distributed Random Signals. CoRR (2015)
Anatoli Torokhti, Phil G. Howlett, Hamid Laga
Estimation of stochastic signals under partially missing information. Signal Process. 111 (2015)
Alex J. Grant, Anatoli Torokhti, Stan Miklavcic
Efficient Compression of Distributed Information in Estimation Fusion. Electron. Notes Discret. Math. 46 (2014)
Anatoli Torokhti, Phil G. Howlett
Estimation of Noisy Data: The Case of Partially Missing Information. Electron. Notes Discret. Math. 46 (2014)
Anatoli Torokhti, Stan Miklavcic
Optimal Multidimensional Signal Processing in Wireless Sensor Networks. SIGMAP (2012)
Anatoli Torokhti, Stan Miklavcic
Filtering of infinite sets of stochastic signals: An approach based on interpolation techniques. Signal Process. 91 (11) (2011)
Anatoli Torokhti, Stan Miklavcic
Data compression under constraints of causality and variable finite memory. Signal Process. 90 (10) (2010)
Anatoli Torokhti, Shmuel Friedland
Towards theory of generic Principal Component Analysis. J. Multivar. Anal. 100 (4) (2009)
Anatoli Torokhti, Stan Miklavcic
Filtering and Compression of Stochastic Signals under Constraint of Variable Finite Memory. ICINCO-SPSMC (2009)
Anatoli Torokhti, Jonathan H. Manton
Generic weighted filtering of stochastic signals. IEEE Trans. Signal Process. 57 (12) (2009)
Anatoli Torokhti, Phil G. Howlett
Filtering and compression for infinite sets of stochastic signals. Signal Process. 89 (3) (2009)
Anatoli Torokhti, Shmuel Friedland, Phil G. Howlett
Towards generic theory of data compression. ISIT (2007)
Anatoli Torokhti, Phil G. Howlett, Charles E. M. Pearce
Information Estimation from Partially Missed Data. ISIT (2007)
Shmuel Friedland, Anatoli Torokhti
Generalized Rank-Constrained Matrix Approximations. SIAM J. Matrix Anal. Appl. 29 (2) (2007)
Phil G. Howlett, Anatoli Torokhti, Charles E. M. Pearce
Optimal multilinear estimation of a random vector under constraints of causality and limited memory. Comput. Stat. Data Anal. 52 (2) (2007)
Anatoli Torokhti, Phil G. Howlett
Best approximation of the identity mapping: The case of variable finite memory. J. Approx. Theory 143 (1) (2006)
Anatoli Torokhti, Phil G. Howlett
Optimal linear filtering with piecewise-constant memory. EUSIPCO (2006)
Anatoli Torokhti, Phil G. Howlett
Optimal transform formed by a combination of nonlinear operators: the case of data dimensionality reduction. IEEE Trans. Signal Process. 54 (4) (2006)
Anatoli Torokhti, Phil G. Howlett, Charles E. M. Pearce
Optimal estimation of a random signal from partially missed data. EUSIPCO (2006)
Anatoli Torokhti, Phil G. Howlett, Charles E. M. Pearce
Optimal Recursive Estimation of Raw Data. Ann. Oper. Res. 133 (1-4) (2005)
Anatoli Torokhti, Phil G. Howlett, Charles E. M. Pearce
Best causal mathematical models for a nonlinear system. IEEE Trans. Circuits Syst. I Regul. Pap. (5) (2005)
Anatoli Torokhti, Phil G. Howlett, Charles E. M. Pearce
Method of Hybrid Approximations for Modelling of Multidimensional Nonlinear Systems. Multidimens. Syst. Signal Process. 14 (4) (2003)
Anatoli Torokhti, Phil G. Howlett
Method of recurrent best estimators of second degree for optimal filtering of random signals. Signal Process. 83 (5) (2003)
Anatoli Torokhti, Phil G. Howlett, Charles E. M. Pearce
A causal optimal filter of the second degree. EUSIPCO (2002)
Anatoli Torokhti, Phil G. Howlett, Charles E. M. Pearce
A causal optimal filter of the second order. DSP (2002)
Anatoli Torokhti, Phil G. Howlett
An optimal filter of the second order. IEEE Trans. Signal Process. 49 (5) (2001)
Anatoli Torokhti, S. Elhay, William Moran, Phil G. Howlett, Doug Gray
Discrete Tree Rational Transforms. ISSPA (1996)
Anatoli Torokhti, Doug Gray, S. Elhay, Phil G. Howlett, William Moran
A New Technique for Multidimensional Signal Compression. ISSPA (1996)