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Statistical Signal Processing

Decreasing the Measurement Time of Blood Sugar Tests using Particle Filtering

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Authors:
Ann-Kathrin Seifert, Nevine Demitri, Abdelhak M. Zoubir
Submitted On:
20 March 2016 - 11:29pm
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[1] Ann-Kathrin Seifert, Nevine Demitri, Abdelhak M. Zoubir, "Decreasing the Measurement Time of Blood Sugar Tests using Particle Filtering", IEEE SigPort, 2016. [Online]. Available: http://sigport.org/907. Accessed: Sep. 20, 2018.
@article{907-16,
url = {http://sigport.org/907},
author = {Ann-Kathrin Seifert; Nevine Demitri; Abdelhak M. Zoubir },
publisher = {IEEE SigPort},
title = {Decreasing the Measurement Time of Blood Sugar Tests using Particle Filtering},
year = {2016} }
TY - EJOUR
T1 - Decreasing the Measurement Time of Blood Sugar Tests using Particle Filtering
AU - Ann-Kathrin Seifert; Nevine Demitri; Abdelhak M. Zoubir
PY - 2016
PB - IEEE SigPort
UR - http://sigport.org/907
ER -
Ann-Kathrin Seifert, Nevine Demitri, Abdelhak M. Zoubir. (2016). Decreasing the Measurement Time of Blood Sugar Tests using Particle Filtering. IEEE SigPort. http://sigport.org/907
Ann-Kathrin Seifert, Nevine Demitri, Abdelhak M. Zoubir, 2016. Decreasing the Measurement Time of Blood Sugar Tests using Particle Filtering. Available at: http://sigport.org/907.
Ann-Kathrin Seifert, Nevine Demitri, Abdelhak M. Zoubir. (2016). "Decreasing the Measurement Time of Blood Sugar Tests using Particle Filtering." Web.
1. Ann-Kathrin Seifert, Nevine Demitri, Abdelhak M. Zoubir. Decreasing the Measurement Time of Blood Sugar Tests using Particle Filtering [Internet]. IEEE SigPort; 2016. Available from : http://sigport.org/907

Regression, the Periodogram, and the Lomb-Scargle Periodogram


In \cite{Lomb}, Lomb developed a nonlinear regression approach to estimating the frequency of a noisy sinusoid when the measurement times were not equispaced, and a method for correcting the times so that the resulting regression sum of squares appeared very similar to the usual periodogram.

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Authors:
Barry Quinn
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19 March 2016 - 9:10pm
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[1] Barry Quinn, "Regression, the Periodogram, and the Lomb-Scargle Periodogram", IEEE SigPort, 2016. [Online]. Available: http://sigport.org/847. Accessed: Sep. 20, 2018.
@article{847-16,
url = {http://sigport.org/847},
author = {Barry Quinn },
publisher = {IEEE SigPort},
title = {Regression, the Periodogram, and the Lomb-Scargle Periodogram},
year = {2016} }
TY - EJOUR
T1 - Regression, the Periodogram, and the Lomb-Scargle Periodogram
AU - Barry Quinn
PY - 2016
PB - IEEE SigPort
UR - http://sigport.org/847
ER -
Barry Quinn. (2016). Regression, the Periodogram, and the Lomb-Scargle Periodogram. IEEE SigPort. http://sigport.org/847
Barry Quinn, 2016. Regression, the Periodogram, and the Lomb-Scargle Periodogram. Available at: http://sigport.org/847.
Barry Quinn. (2016). "Regression, the Periodogram, and the Lomb-Scargle Periodogram." Web.
1. Barry Quinn. Regression, the Periodogram, and the Lomb-Scargle Periodogram [Internet]. IEEE SigPort; 2016. Available from : http://sigport.org/847

Rate Analysis For Detection Of Sparse Mixtures

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Authors:
Jonathan G. Ligo, George V. Moustakides, Venugopal V. Veeravalli
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19 March 2016 - 5:41pm
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[1] Jonathan G. Ligo, George V. Moustakides, Venugopal V. Veeravalli, "Rate Analysis For Detection Of Sparse Mixtures", IEEE SigPort, 2016. [Online]. Available: http://sigport.org/836. Accessed: Sep. 20, 2018.
@article{836-16,
url = {http://sigport.org/836},
author = {Jonathan G. Ligo; George V. Moustakides; Venugopal V. Veeravalli },
publisher = {IEEE SigPort},
title = {Rate Analysis For Detection Of Sparse Mixtures},
year = {2016} }
TY - EJOUR
T1 - Rate Analysis For Detection Of Sparse Mixtures
AU - Jonathan G. Ligo; George V. Moustakides; Venugopal V. Veeravalli
PY - 2016
PB - IEEE SigPort
UR - http://sigport.org/836
ER -
Jonathan G. Ligo, George V. Moustakides, Venugopal V. Veeravalli. (2016). Rate Analysis For Detection Of Sparse Mixtures. IEEE SigPort. http://sigport.org/836
Jonathan G. Ligo, George V. Moustakides, Venugopal V. Veeravalli, 2016. Rate Analysis For Detection Of Sparse Mixtures. Available at: http://sigport.org/836.
Jonathan G. Ligo, George V. Moustakides, Venugopal V. Veeravalli. (2016). "Rate Analysis For Detection Of Sparse Mixtures." Web.
1. Jonathan G. Ligo, George V. Moustakides, Venugopal V. Veeravalli. Rate Analysis For Detection Of Sparse Mixtures [Internet]. IEEE SigPort; 2016. Available from : http://sigport.org/836

Robust Inference for State-Space Models with Skewed Measurement Noise


Filtering and smoothing algorithms for linear discrete-time state-space models with skewed and heavy-tailed measurement noise are presented. The algorithms use a variational Bayes approximation of the posterior distribution of models that have normal prior and skew-t-distributed measurement noise.

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Authors:
Henri Nurminen, Tohid Ardeshiri, Robert Piche, Fredrik Gustafsson
Submitted On:
19 March 2016 - 12:12pm
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[1] Henri Nurminen, Tohid Ardeshiri, Robert Piche, Fredrik Gustafsson, "Robust Inference for State-Space Models with Skewed Measurement Noise", IEEE SigPort, 2016. [Online]. Available: http://sigport.org/823. Accessed: Sep. 20, 2018.
@article{823-16,
url = {http://sigport.org/823},
author = {Henri Nurminen; Tohid Ardeshiri; Robert Piche; Fredrik Gustafsson },
publisher = {IEEE SigPort},
title = {Robust Inference for State-Space Models with Skewed Measurement Noise},
year = {2016} }
TY - EJOUR
T1 - Robust Inference for State-Space Models with Skewed Measurement Noise
AU - Henri Nurminen; Tohid Ardeshiri; Robert Piche; Fredrik Gustafsson
PY - 2016
PB - IEEE SigPort
UR - http://sigport.org/823
ER -
Henri Nurminen, Tohid Ardeshiri, Robert Piche, Fredrik Gustafsson. (2016). Robust Inference for State-Space Models with Skewed Measurement Noise. IEEE SigPort. http://sigport.org/823
Henri Nurminen, Tohid Ardeshiri, Robert Piche, Fredrik Gustafsson, 2016. Robust Inference for State-Space Models with Skewed Measurement Noise. Available at: http://sigport.org/823.
Henri Nurminen, Tohid Ardeshiri, Robert Piche, Fredrik Gustafsson. (2016). "Robust Inference for State-Space Models with Skewed Measurement Noise." Web.
1. Henri Nurminen, Tohid Ardeshiri, Robert Piche, Fredrik Gustafsson. Robust Inference for State-Space Models with Skewed Measurement Noise [Internet]. IEEE SigPort; 2016. Available from : http://sigport.org/823

ON PARAMETER ESTIMATION OF SYMMETRIC ALPHA-STABLE DISTRIBUTION

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Authors:
Mohammadreza Hassannejad Bibalan,Hamidreza Amindavar
Submitted On:
19 March 2016 - 7:47am
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poster_icassp2016_A0.pdf

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[1] Mohammadreza Hassannejad Bibalan,Hamidreza Amindavar, "ON PARAMETER ESTIMATION OF SYMMETRIC ALPHA-STABLE DISTRIBUTION", IEEE SigPort, 2016. [Online]. Available: http://sigport.org/802. Accessed: Sep. 20, 2018.
@article{802-16,
url = {http://sigport.org/802},
author = {Mohammadreza Hassannejad Bibalan;Hamidreza Amindavar },
publisher = {IEEE SigPort},
title = {ON PARAMETER ESTIMATION OF SYMMETRIC ALPHA-STABLE DISTRIBUTION},
year = {2016} }
TY - EJOUR
T1 - ON PARAMETER ESTIMATION OF SYMMETRIC ALPHA-STABLE DISTRIBUTION
AU - Mohammadreza Hassannejad Bibalan;Hamidreza Amindavar
PY - 2016
PB - IEEE SigPort
UR - http://sigport.org/802
ER -
Mohammadreza Hassannejad Bibalan,Hamidreza Amindavar. (2016). ON PARAMETER ESTIMATION OF SYMMETRIC ALPHA-STABLE DISTRIBUTION. IEEE SigPort. http://sigport.org/802
Mohammadreza Hassannejad Bibalan,Hamidreza Amindavar, 2016. ON PARAMETER ESTIMATION OF SYMMETRIC ALPHA-STABLE DISTRIBUTION. Available at: http://sigport.org/802.
Mohammadreza Hassannejad Bibalan,Hamidreza Amindavar. (2016). "ON PARAMETER ESTIMATION OF SYMMETRIC ALPHA-STABLE DISTRIBUTION." Web.
1. Mohammadreza Hassannejad Bibalan,Hamidreza Amindavar. ON PARAMETER ESTIMATION OF SYMMETRIC ALPHA-STABLE DISTRIBUTION [Internet]. IEEE SigPort; 2016. Available from : http://sigport.org/802

Choosing the diagonal loading factor for linear signal estimation using cross validation


Linear signal estimation based on sample covariance matrices (SCMs) can perform poorly if the training data are limited and the SCMs are ill-conditioned. Diagonal loading (DL) may be used to improve robustness in the face of limited training data. This paper introduces two leave-one-out cross-validation schemes for choosing the DL factor. One scheme repeatedly splits the training data with respect to time, while the other repeatedly splits the out-of-training data with respect to space.

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Authors:
Jun Tong, Qinghua Guo, Jiangtao Xi, Yanguang Yu, Peter J. Schreier
Submitted On:
18 March 2016 - 4:29pm
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[1] Jun Tong, Qinghua Guo, Jiangtao Xi, Yanguang Yu, Peter J. Schreier, "Choosing the diagonal loading factor for linear signal estimation using cross validation", IEEE SigPort, 2016. [Online]. Available: http://sigport.org/777. Accessed: Sep. 20, 2018.
@article{777-16,
url = {http://sigport.org/777},
author = {Jun Tong; Qinghua Guo; Jiangtao Xi; Yanguang Yu; Peter J. Schreier },
publisher = {IEEE SigPort},
title = {Choosing the diagonal loading factor for linear signal estimation using cross validation},
year = {2016} }
TY - EJOUR
T1 - Choosing the diagonal loading factor for linear signal estimation using cross validation
AU - Jun Tong; Qinghua Guo; Jiangtao Xi; Yanguang Yu; Peter J. Schreier
PY - 2016
PB - IEEE SigPort
UR - http://sigport.org/777
ER -
Jun Tong, Qinghua Guo, Jiangtao Xi, Yanguang Yu, Peter J. Schreier. (2016). Choosing the diagonal loading factor for linear signal estimation using cross validation. IEEE SigPort. http://sigport.org/777
Jun Tong, Qinghua Guo, Jiangtao Xi, Yanguang Yu, Peter J. Schreier, 2016. Choosing the diagonal loading factor for linear signal estimation using cross validation. Available at: http://sigport.org/777.
Jun Tong, Qinghua Guo, Jiangtao Xi, Yanguang Yu, Peter J. Schreier. (2016). "Choosing the diagonal loading factor for linear signal estimation using cross validation." Web.
1. Jun Tong, Qinghua Guo, Jiangtao Xi, Yanguang Yu, Peter J. Schreier. Choosing the diagonal loading factor for linear signal estimation using cross validation [Internet]. IEEE SigPort; 2016. Available from : http://sigport.org/777

Active Online Learning of Trusts in Social Networks

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Authors:
Hoi-To Wai, Anna Scaglione, Amir Leshem
Submitted On:
18 March 2016 - 3:01pm
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[1] Hoi-To Wai, Anna Scaglione, Amir Leshem, "Active Online Learning of Trusts in Social Networks", IEEE SigPort, 2016. [Online]. Available: http://sigport.org/776. Accessed: Sep. 20, 2018.
@article{776-16,
url = {http://sigport.org/776},
author = {Hoi-To Wai; Anna Scaglione; Amir Leshem },
publisher = {IEEE SigPort},
title = {Active Online Learning of Trusts in Social Networks},
year = {2016} }
TY - EJOUR
T1 - Active Online Learning of Trusts in Social Networks
AU - Hoi-To Wai; Anna Scaglione; Amir Leshem
PY - 2016
PB - IEEE SigPort
UR - http://sigport.org/776
ER -
Hoi-To Wai, Anna Scaglione, Amir Leshem. (2016). Active Online Learning of Trusts in Social Networks. IEEE SigPort. http://sigport.org/776
Hoi-To Wai, Anna Scaglione, Amir Leshem, 2016. Active Online Learning of Trusts in Social Networks. Available at: http://sigport.org/776.
Hoi-To Wai, Anna Scaglione, Amir Leshem. (2016). "Active Online Learning of Trusts in Social Networks." Web.
1. Hoi-To Wai, Anna Scaglione, Amir Leshem. Active Online Learning of Trusts in Social Networks [Internet]. IEEE SigPort; 2016. Available from : http://sigport.org/776

ON PARAMETER ESTIMATION OF SYMMETRIC ALPHA-STABLE DISTRIBUTION

Paper Details

Authors:
Mohammadreza Hassannejad Bibalan,Hamidreza Amindavar
Submitted On:
17 March 2016 - 9:08pm
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poster_icassp2016_A0.pdf

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[1] Mohammadreza Hassannejad Bibalan,Hamidreza Amindavar, "ON PARAMETER ESTIMATION OF SYMMETRIC ALPHA-STABLE DISTRIBUTION", IEEE SigPort, 2016. [Online]. Available: http://sigport.org/755. Accessed: Sep. 20, 2018.
@article{755-16,
url = {http://sigport.org/755},
author = {Mohammadreza Hassannejad Bibalan;Hamidreza Amindavar },
publisher = {IEEE SigPort},
title = {ON PARAMETER ESTIMATION OF SYMMETRIC ALPHA-STABLE DISTRIBUTION},
year = {2016} }
TY - EJOUR
T1 - ON PARAMETER ESTIMATION OF SYMMETRIC ALPHA-STABLE DISTRIBUTION
AU - Mohammadreza Hassannejad Bibalan;Hamidreza Amindavar
PY - 2016
PB - IEEE SigPort
UR - http://sigport.org/755
ER -
Mohammadreza Hassannejad Bibalan,Hamidreza Amindavar. (2016). ON PARAMETER ESTIMATION OF SYMMETRIC ALPHA-STABLE DISTRIBUTION. IEEE SigPort. http://sigport.org/755
Mohammadreza Hassannejad Bibalan,Hamidreza Amindavar, 2016. ON PARAMETER ESTIMATION OF SYMMETRIC ALPHA-STABLE DISTRIBUTION. Available at: http://sigport.org/755.
Mohammadreza Hassannejad Bibalan,Hamidreza Amindavar. (2016). "ON PARAMETER ESTIMATION OF SYMMETRIC ALPHA-STABLE DISTRIBUTION." Web.
1. Mohammadreza Hassannejad Bibalan,Hamidreza Amindavar. ON PARAMETER ESTIMATION OF SYMMETRIC ALPHA-STABLE DISTRIBUTION [Internet]. IEEE SigPort; 2016. Available from : http://sigport.org/755

Blind Deconvolution of Sparse But Filtered Pulses With Linear State Space Models

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Authors:
Nour Zalmai, Hampus Malmberg, Hans-Andrea Loeliger
Submitted On:
17 March 2016 - 2:01pm
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[1] Nour Zalmai, Hampus Malmberg, Hans-Andrea Loeliger, "Blind Deconvolution of Sparse But Filtered Pulses With Linear State Space Models", IEEE SigPort, 2016. [Online]. Available: http://sigport.org/746. Accessed: Sep. 20, 2018.
@article{746-16,
url = {http://sigport.org/746},
author = {Nour Zalmai; Hampus Malmberg; Hans-Andrea Loeliger },
publisher = {IEEE SigPort},
title = {Blind Deconvolution of Sparse But Filtered Pulses With Linear State Space Models},
year = {2016} }
TY - EJOUR
T1 - Blind Deconvolution of Sparse But Filtered Pulses With Linear State Space Models
AU - Nour Zalmai; Hampus Malmberg; Hans-Andrea Loeliger
PY - 2016
PB - IEEE SigPort
UR - http://sigport.org/746
ER -
Nour Zalmai, Hampus Malmberg, Hans-Andrea Loeliger. (2016). Blind Deconvolution of Sparse But Filtered Pulses With Linear State Space Models. IEEE SigPort. http://sigport.org/746
Nour Zalmai, Hampus Malmberg, Hans-Andrea Loeliger, 2016. Blind Deconvolution of Sparse But Filtered Pulses With Linear State Space Models. Available at: http://sigport.org/746.
Nour Zalmai, Hampus Malmberg, Hans-Andrea Loeliger. (2016). "Blind Deconvolution of Sparse But Filtered Pulses With Linear State Space Models." Web.
1. Nour Zalmai, Hampus Malmberg, Hans-Andrea Loeliger. Blind Deconvolution of Sparse But Filtered Pulses With Linear State Space Models [Internet]. IEEE SigPort; 2016. Available from : http://sigport.org/746

REAL-TIME DATA SELECTION AND ORDERING FOR COGNITIVE BIAS MITIGATION


Abstract

We consider the problem of selecting and ordering a subset of N' out of N observations to be presented to a human being in the context of a binary hypothesis testing problem. We restrict our attention to i.i.d. Gaussian observations. We propose an extension of the approximate subset sum algorithm,and show that it can be used to solve the problem with polynomial complexity. Furthermore, we show that the solution yields near optimal detection performance when compared to the case where all N observations are optimally processed.

ICASSP_16.pdf

PDF icon ICASSP_16.pdf (341 downloads)

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Authors:
Ahmed Tewfik
Submitted On:
16 March 2016 - 2:34pm
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[1] Ahmed Tewfik, "REAL-TIME DATA SELECTION AND ORDERING FOR COGNITIVE BIAS MITIGATION", IEEE SigPort, 2016. [Online]. Available: http://sigport.org/723. Accessed: Sep. 20, 2018.
@article{723-16,
url = {http://sigport.org/723},
author = {Ahmed Tewfik },
publisher = {IEEE SigPort},
title = {REAL-TIME DATA SELECTION AND ORDERING FOR COGNITIVE BIAS MITIGATION},
year = {2016} }
TY - EJOUR
T1 - REAL-TIME DATA SELECTION AND ORDERING FOR COGNITIVE BIAS MITIGATION
AU - Ahmed Tewfik
PY - 2016
PB - IEEE SigPort
UR - http://sigport.org/723
ER -
Ahmed Tewfik. (2016). REAL-TIME DATA SELECTION AND ORDERING FOR COGNITIVE BIAS MITIGATION. IEEE SigPort. http://sigport.org/723
Ahmed Tewfik, 2016. REAL-TIME DATA SELECTION AND ORDERING FOR COGNITIVE BIAS MITIGATION. Available at: http://sigport.org/723.
Ahmed Tewfik. (2016). "REAL-TIME DATA SELECTION AND ORDERING FOR COGNITIVE BIAS MITIGATION." Web.
1. Ahmed Tewfik. REAL-TIME DATA SELECTION AND ORDERING FOR COGNITIVE BIAS MITIGATION [Internet]. IEEE SigPort; 2016. Available from : http://sigport.org/723

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